diff --git a/latest/_images/graphviz-610e90df782db1efad7efaa950d71fe85e3a7eb0.png b/latest/_images/graphviz-610e90df782db1efad7efaa950d71fe85e3a7eb0.png deleted file mode 100644 index d961dc386..000000000 Binary files a/latest/_images/graphviz-610e90df782db1efad7efaa950d71fe85e3a7eb0.png and /dev/null differ diff --git a/latest/_images/graphviz-8ed5ee208bfc9bfd5e031d90f119d55a1266d476.png b/latest/_images/graphviz-8ed5ee208bfc9bfd5e031d90f119d55a1266d476.png new file mode 100644 index 000000000..6052b2121 Binary files /dev/null and b/latest/_images/graphviz-8ed5ee208bfc9bfd5e031d90f119d55a1266d476.png differ diff --git a/latest/_images/graphviz-610e90df782db1efad7efaa950d71fe85e3a7eb0.png.map b/latest/_images/graphviz-8ed5ee208bfc9bfd5e031d90f119d55a1266d476.png.map similarity index 100% rename from latest/_images/graphviz-610e90df782db1efad7efaa950d71fe85e3a7eb0.png.map rename to latest/_images/graphviz-8ed5ee208bfc9bfd5e031d90f119d55a1266d476.png.map diff --git a/latest/_sources/developer-guides/doc_guidelines.rst.txt b/latest/_sources/developer-guides/doc_guidelines.rst.txt index dcaf0ff14..1aab78388 100644 --- a/latest/_sources/developer-guides/doc_guidelines.rst.txt +++ b/latest/_sources/developer-guides/doc_guidelines.rst.txt @@ -3,20 +3,20 @@ Documentation Guidelines ######################## -OPEA Project content is written using the `markdown`_ (``.md``) with `MyST extensions`_ and `reStructuredText`_ markup -language (``.rst``) with `Sphinx extensions`_, and processed +OPEA Project content is written using the `markdown`_ (``.md``) with `MyST extensions`_ +and `reStructuredText`_ markup language (``.rst``) with `Sphinx extensions`_, and processed using `Sphinx`_ to create a formatted stand-alone website. Developers can -view this content either in its raw form as ``.md`` and ``.rst`` markup files, or (with -Sphinx installed) they can build the documentation using the Makefile -(on Linux systems) to generate the HTML content. The HTML content can then be -viewed using a web browser. These ``.md`` and ``.rst`` files are maintained in -the project's GitHub repos and processed to create the -`OPEA Project documentation`_ website. +view this content either in its raw form as ``.md`` and ``.rst`` markup files, or +build the documentation locally following the :ref:`opea_doc_generation` instructions. +The HTML content can then be viewed using a web browser. These ``.md`` and +``.rst`` files are maintained in the project's GitHub repos and processed to +create the `OPEA Project documentation`_ website. .. note:: While GitHub supports viewing `.md` and `.rst` content with your browser on the `github.com` site, markdown and reST extensions are not recognized there, so the best viewing experience is through the `OPEA Project documentation`_ github.io - website. + website. The github.io site also provides navigation and searching that makes + it easier to find and read what you're looking for. You can read details about `reStructuredText`_ and `Sphinx extensions`_, and `markdown`_ and `MyST extensions`_ from their respective websites. @@ -31,14 +31,15 @@ You can read details about `reStructuredText`_ and `Sphinx extensions`_, and This document provides a quick reference for commonly used markdown and reST with MyST and Sphinx-defined directives and roles used to create the documentation -you're reading. +you're reading. It also provides best-known-methods for working with a mixture +of reStructuredText and markdown. Markdown vs. RestructuredText ***************************** Both markdown and ReStructureText (reST) let you create individual documentation files that GitHub can render when viewing them in your browser on github.com. Markdown is -popular because of it's familarity with developers and is the default markup +popular because of it's familiarity with developers and is the default markup language for StackOverflow, Reddit, GitHub, and others. ReStructuredText came from the Python community in 2001 and became noticed outside that community with the release of Sphinx in 2008. These days, reST is supported by GitHub @@ -47,7 +48,7 @@ OpenCV and LLVM/Clang. ReStructuredText is more fully-featured, much more standardized and uniform, and has built-in support for extensions. The markdown language has no standard way -to implement complete documentation systems and doesnt have a standard extension +to implement complete documentation systems and doesn't have a standard extension mechanism, which leads to many different "flavors" of markdown. If you stick to the core and common markdown syntax (headings, paragraphs, lists, and such), using markdown is just fine. However, slipping in raw HTML to do formatting @@ -59,15 +60,15 @@ markdown content within the OPEA project. Within the OPEA documentation, we use both markdown and reST files for the documentation "leaves". We rely on reST for the documentation organization trunk and -branches, through the use of the reST toctree directives. +branches, through the use of the reST ``toctree`` directives. Documentation Organization ************************** Documentation is maintained and updated the same as the project's code within -the opea-project GitHub repos. There are many ``README.md`` files within the various +the opea-project GitHub repos. There are many ``README.md`` and other markdown files within the various repos along with the other files for those components. This is good because it -keeps the relevent documentation and code for that component together. +keeps the relevant documentation and code for that component together. We use the ``docs`` repo to organize the presentation of all these ``README.md`` files, along with other project related documents that are maintained in the @@ -79,6 +80,9 @@ directive to point to other documents that may include additional ``toctree`` directives of their own, ultimately collecting all the content into an organizational structure you can navigate. +Ultimately every document file (``.md`` and ``.rst``) in the project must appear +in the ``toctree`` hierarchy. An orphan document file will be flagged by Sphinx +as not included in a toctree directive. Headings ******** @@ -156,7 +160,8 @@ Headings intervening H2 ``##``. You may skip heading levels on the way back up, for example, from an H4 ``####`` back up to an H2 ``##`` as appropriate. - + Sphinx will complain if it finds multiple H1 headings or if you skip a + heading level. Content Highlighting @@ -180,12 +185,12 @@ Some common reST and markdown inline markup samples: .. group-tab:: markdown - * one back quote: ```text``` for `inline code` samples. + * one back quote: ```text``` for ``inline code`` samples. For inline markup, the characters between the beginning and ending characters must not start or end with a space, so ``*this is italics*``, (*this is italics*) while ``* this isn't*`` -(* this isn't*). +(* this isn't*) because of that extra space after the first asterisk. If an asterisk or back quote appears in running text and could be confused with inline markup delimiters, you can eliminate the confusion by adding a @@ -203,16 +208,46 @@ should be indented at the same level as the preceding paragraph (and not indented itself). For numbered lists -start with a ``1.`` or ``a)`` for example, and continue with autonumbering by -using a ``#`` sign and a ``.`` or ``)`` as used in the first list item. +start with a ``1.`` or ``a.`` for example, and continue with autonumbering by +using a ``#`` sign and a ``.`` as used in the first list item. Indent continuation lines with spaces to align with the text of first list item: +It's important to maintain the indentation of content under a list so in the +generated HTML, the content looks like it's part of that list and not a new +paragraph outside of that list. + +For example, compare this: + +----- + +* Here's a bullet list item + +Here's a paragraph that should be part of that first bullet list item's content. + +* Here's a second bullet list item + +----- + +Notice how that middle paragraph is out-dented from the bullet list compared +with this next example where it's not (yes, it's subtle): + +----- + +* Here's a bullet list item + + Here's a paragraph that does look like it's part of that first bullet list item's content because it's indented in the source. + +* Here's a second bullet list item + +----- + + .. code-block:: rest * This is a bulleted list. * It has two items, the second - item and has more than one line of reST text. Additional lines + item and has more than one line of text. Additional lines are indented to the first character of the text of the bullet list. @@ -220,9 +255,9 @@ list item: it would be a continuation of the previous list (or paragraph). #. It has two items too. - a) This is a numbered list using alphabetic list headings - #) It has three items (and uses autonumbering for the rest of the list) - #) Here's the third item. Use consistent punctuation on the list + a. This is a numbered list using alphabetic list headings + #. It has three items (and uses autonumbering for the rest of the list) + #. Here's the third item. Use consistent punctuation on the list number. #. This is an autonumbered list (default is to use numbers starting @@ -234,74 +269,87 @@ list item: #. And a second item back in the containing list. No blank line needed, but it wouldn't hurt for readability. -Definition lists (with one or more terms and their definition) are a -convenient way to document a word or phrase with an explanation. For example, -this reST content: +.. tabs:: -.. code-block:: rest + .. group-tab:: reST - The Makefile has targets that include: + Definition lists (with one or more terms and their definition) are a + convenient way to document a word or phrase with an explanation. For example, + this reST content: - ``html`` - Build the HTML output for the project + .. code-block:: rest + + The Makefile has targets that include: + + ``html`` + Build the HTML output for the project - ``clean`` - Remove all generated output, restoring the folders to a - clean state. + ``clean`` + Remove all generated output, restoring the folders to a + clean state. -Would be rendered as: + Would be rendered as: - The Makefile has targets that include: + The Makefile has targets that include: - html - Build the HTML output for the project + html + Build the HTML output for the project + + clean + Remove all generated output, restoring the folders to a + clean state. + + .. group-tab:: markdown - clean - Remove all generated output, restoring the folders to a - clean state. + Definition lists aren't directly supported by markdown. Multi-Column Lists ****************** -In reST, if you have a long bullet list of items, where each item is short, you can -indicate that the list items should be rendered in multiple columns with a -special ``.. rst-class:: rst-columns`` directive. The directive will apply to -the next non-comment element (for example, paragraph) or to content indented under -the directive. For example, this unordered list:: - - .. rst-class:: rst-columns - - * A list of - * short items - * that should be - * displayed - * horizontally - * so it doesn't - * use up so much - * space on - * the page - -would be rendered as: - -.. rst-class:: rst-columns - - * A list of - * short items - * that should be - * displayed - * horizontally - * so it doesn't - * use up so much - * space on - * the page - -A maximum of three columns will be displayed if you use ``rst-columns`` -(or ``rst-columns3``), and two columns for ``rst-columns2``. The number -of columns displayed can be reduced based on the available width of the -display window, reducing to one column on narrow (phone) screens if necessary. - -.. note:: We've deprecated use of the ``hlist`` directive because it - misbehaves on smaller screens. +.. tabs:: + + .. group-tab:: reST + + In reST, if you have a long bullet list of items, where each item is short, you can + indicate that the list items should be rendered in multiple columns with a + special ``.. rst-class:: rst-columns`` directive. The directive will apply to + the next non-comment element (for example, paragraph) or to content indented under + the directive. For example, this unordered list:: + + .. rst-class:: rst-columns + + * A list of + * short items + * that should be + * displayed + * horizontally + * so it doesn't + * use up so much + * space on + * the page + + would be rendered as: + + .. rst-class:: rst-columns + + * A list of + * short items + * that should be + * displayed + * horizontally + * so it doesn't + * use up so much + * space on + * the page + + A maximum of three columns will be displayed if you use ``rst-columns`` + (or ``rst-columns3``), and two columns for ``rst-columns2``. The number + of columns displayed can be reduced based on the available width of the + display window, reducing to one column on narrow (phone) screens if necessary. + + .. group-tab:: markdown + + Multi-column lists aren't directly supported by markdown. Tables ****** @@ -311,7 +359,8 @@ There are a few ways to create tables, each with their limitations or quirks. `_ offer the most capability for defining merged rows and columns (where content spans multiple rows or columns, but are hard to maintain because the grid -characters must be aligned throughout the table:: +characters must be aligned throughout the table. They are supported in both +reST and markdown:: +------------------------+------------+----------+----------+ | Header row, column 1 | Header 2 | Header 3 | Header 4 | @@ -341,46 +390,69 @@ This example would render as: | body row 4 | ... | ... | too | +------------------------+------------+----------+----------+ -For reST, `List tables -`_ -are much easier to maintain, but don't support row or column spans:: +.. tabs:: + + .. group-tab:: reST - .. list-table:: Table title - :widths: 15 20 40 - :header-rows: 1 + For reST, `List tables `_ + are much easier to maintain, but don't support row or column spans:: + + .. list-table:: Table title + :widths: 15 20 40 + :header-rows: 1 + + * - Heading 1 + - Heading 2 + - Heading 3 + * - body row 1, column 1 + - body row 1, column 2 + - body row 1, column 3 + * - body row 2, column 1 + - body row 2, column 2 + - body row 2, column 3 + + This example would render as: + + .. list-table:: Table title + :widths: 15 20 40 + :header-rows: 1 + + * - Heading 1 + - Heading 2 + - Heading 3 + * - body row 1, column 1 + - body row 1, column 2 + - body row 1, column 3 + * - body row 2, column 1 + - body row 2, column 2 + - body row 2, column 3 + + The ``:widths:`` parameter lets you define relative column widths. The + default is equal column widths. If you have a three-column table and you + want the first column to be half as wide as the other two equal-width + columns, you can specify ``:widths: 1 2 2``. If you'd like the browser + to set the column widths automatically based on the column contents, you + can use ``:widths: auto``. - * - Heading 1 - - Heading 2 - - Heading 3 - * - body row 1, column 1 - - body row 1, column 2 - - body row 1, column 3 - * - body row 2, column 1 - - body row 2, column 2 - - body row 2, column 3 + .. group-tab:: markdown -This example would render as: + Markdown also supports a more free-form table syntax where the rigid box + alignment is greatly simplified as explained in + `markdown tables `_. + Use three or more hyphens ``---`` to denote each column's header, and use + pipes ``|`` to separate each column. For compatibility you should also + add a pipe on both ends of the row:: + + | heading 1 | heading 2 | heading 3 | + |---|---|---| + |row 1 column 1 | row 1 column 2 | yes, it's row 1 column 3| + |row 2 col 1 | row 2 column 2 | row 2 col 3 | + + That would be rendered as: + + .. include:: mdtable.txt + :parser: myst_parser.sphinx_ -.. list-table:: Table title - :widths: 15 20 40 - :header-rows: 1 - - * - Heading 1 - - Heading 2 - - Heading 3 - * - body row 1, column 1 - - body row 1, column 2 - - body row 1, column 3 - * - body row 2, column 1 - - body row 2, column 2 - - body row 2, column 3 - -The ``:widths:`` parameter lets you define relative column widths. The -default is equal column widths. If you have a three-column table and you -want the first column to be half as wide as the other two equal-width -columns, you can specify ``:widths: 1 2 2``. If you'd like the browser -to set the column widths automatically based on the column contents, you -can use ``:widths: auto``. File Names and Commands *********************** @@ -512,11 +584,55 @@ Internal Cross-Reference Linking ``:ref:`alternate text ``` (renders as :ref:`alternate text `). + Linking from a reST document to a markdown document is done using the reST + ``:doc:`` role, and using the path to the markdown file leaving off the + ``.md`` file extension. For example:: + + Refer to the :doc:`/GenAIExamples/supported_examples` list for details. + + Note that all the markdown files from all the repos are available with + this syntax because we copy all those files into the doc building folder + under a top-level directory with that repo's name. Markdown files in the + docs repo don't use the ``docs`` repo name as the path root but use ``/`` + instead. So to link to the contribution guide markdown file found in the + docs repo community directory you would use ``:doc:`Contribution Guide + ```. Notice you can change the link text using + the normal reST role syntax shown here. + .. group-tab:: markdown - TODO + Markdown supports linking to other documents using the ``[link text](link path)``. + For example to link to a document within the same repo, a relative path is + used:: + + Refer to [Kubernetes deployment](./kubernetes/intel/README_gmc.md) + + That reference is rendered as a reference to the README_gmc.html found in + the directory ``kubernetes/intel`` relative to the document doing the + linking. + + References to documents in other repos within the OPEA project are made + using an URL to the document in the github.com repo as it would be found + in a web browser. For example, from a markdown document in the + GenAIExamples repo referencing a document in the GenAIInfra repo:: + + Refer to the [DocSum helm chart](https://github.com/opea-project/GenAIInfra/tree/main/helm-charts/docsum/README.md) + for instructions on deploying DocSum into Kubernetes on Xeon & Gaudi. + + That reference would be rendered into a reference to the + https://opea-project.github.io/GenAIInfra/helm-charts/docsum/README.html + document within the github.io website. + + Markdown supports linking to a reST document by using the Myst syntax that + mimics the way reST documents link to each other using the ``:ref:`` role + and using the label at the beginning of the reST document. For example:: + {ref}`ChatQnA Example Deployment Options ` + The ChatQnA example deployment options document found at + ``examples/ChatQnA/deploy/index.rst`` has that + ``chatqna-example-deployment`` label at the top we can + reference instead of knowing the path to the document. Non-ASCII Characters ******************** @@ -575,11 +691,11 @@ markdown content by using an ``include`` directive. ``:parser: myst_parser.sphinx_`` if the included file is markdown. \:start-after\: text - Only the content after the first occurance of the specified ``text`` in + Only the content after the first occurrence of the specified ``text`` in the external file will be included. \:end-before\: - Only the content before the first occurance of the specified ``text`` + Only the content before the first occurrence of the specified ``text`` in the external file will be included. These and other options described in the `docutils include directive `_ @@ -824,7 +940,7 @@ Drawings text description language to render drawings. For more information, see :ref:`graphviz-examples`. - We'v ealso included an extension providing ``mermaid`` support that also enables + We've also included an extension providing ``mermaid`` support that also enables that text description language to render drawings using:: .. mermaid:: @@ -877,7 +993,7 @@ Drawings Alternative Tabbed Content ************************** -In ResST, instead of creating multiple documents with common material except for some +In reST, instead of creating multiple documents with common material except for some specific sections, you can write one document and provide alternative content to the reader via a tabbed interface. When the reader clicks a tab, the content for that tab is displayed. For example:: diff --git a/latest/_sources/developer-guides/docbuild.rst.txt b/latest/_sources/developer-guides/docbuild.rst.txt index 2bb456e53..dffdf0fe0 100644 --- a/latest/_sources/developer-guides/docbuild.rst.txt +++ b/latest/_sources/developer-guides/docbuild.rst.txt @@ -15,33 +15,60 @@ Documentation Overview ********************** OPEA project content is written using combination of markdown (``.md``) and -reStructuredText (``.rst``) markup languages (with Sphinx extensions), and -processed using Sphinx to create a formatted stand-alone website. Developers can -view this content either in its raw form as .rst markup files, or you can -generate the HTML content and view it with a web browser directly on your -workstation. The best reading experience is by viewing the generated HTML at +reStructuredText (``.rst``) markup languages (with Sphinx extensions such as +`Myst `_), and +processed using Sphinx to create a formatted stand-alone website. +The best reading experience is by viewing the generated HTML at https://opea-project.github.io. +While working on new content or editing existing content, developers can +generate the HTML content locally and view it with a web browser. You can read details about `markdown`_, `reStructuredText`_, and `Sphinx`_ from their respective websites. -The project's documentation contains the following items: - -* ReStructuredText and markdown source files used to generate documentation found at the - https://opea-project.github.io website. All of the documentation sources - are found in the ``github.com/opea-project`` repos, rooted in the ``docs`` repo. - There's also documentation in the repos where the project's code is - maintained: ``GenAIComps``, ``GenAIEval``, ``GenAIExamples``, and ``GenAIInfra``. +The project's documentation is a collection of ReStructuredText and markdown +source files used to generate documentation found at the +https://opea-project.github.io website. All of the documentation sources are +found in the ``github.com/opea-project`` project repos, organized and rooted in +the ``docs`` repo. Much of the detailed documentation lives in the repos where +the project's code is maintained: ``GenAIComps``, ``GenAIEval``, +``GenAIExamples``, and ``GenAIInfra``. The documentation generation process +collects all the needed files from all these repos into one building area to +create the final generated HTML. .. graphviz:: images/doc-gen-flow.dot :align: center :caption: Documentation Generation Flow +Some content is manipulated or generated during the doc build process: + +- Because markdown doesn't directly support cross-repo document linking, we use + full URLs to link to the markdown files in other project repos, for example a + link to a document in the GenAIInfra repo from a document in the GenAIExamples + repo would look like this: + + ``` + See [GMC Install](https://github.com/opea-project/GenAIInfra/tree/main/microservices-connector/README.md). + ``` + + That link works when reading the markdown file in the github.com repo, but + should be changed to reference the generated HTML file in the github.io + rendering. + +- When new examples appear in the GenAIExamples repo, the indexing page that + lists all the examples is updated automatically by generating it at doc build + time by scanning the directory structure. The list of microservices is also + self-updated when new microservices are added to the GenAIComps/comps + directory. + +- References in markdown files to markdown files (.md file extension) are + converted to the corresponding generated HTML files by Sphinx using the Myst and + sphinx-md extensions. Set Up the Documentation Working Folders **************************************** -You'll need ``git`` installed to get the working folders set up: +To begin, you'll need ``git`` installed to get the working folders set up: * For an Ubuntu development system use: @@ -50,7 +77,7 @@ You'll need ``git`` installed to get the working folders set up: sudo apt install git Here's the recommended folder setup for documentation contributions and -generation, a parent folder called ``opea-project`` holds six locally +generation, a parent folder called ``opea-project`` holds five locally cloned repos from the opea-project. You can use a different name for the parent folder but the doc build process assumes the repo names are as shown here: @@ -62,11 +89,9 @@ folder but the doc build process assumes the repo names are as shown here: ├── GenAIEval ├── GenAIExamples ├── GenAIInfra - ├── opea-project.github.io The parent ``opea-project`` folder is there to organize the cloned repos -from the project. If you have repo publishing rights, we'll also be cloning the -publishing repo opea-project.github.io later in these steps. +from the project. In the following steps, you'll create a fork of all the upstream OPEA project repos needed to build the documentation to your personal GitHub account, clone @@ -81,8 +106,8 @@ structure: :align: center :class: drop-shadow -#. At a command prompt, create a working folder on your development computer and - clone your personal ``docs`` repository: +#. At a command prompt, create the top working folder on your development + computer and clone your personal ``docs`` repository there: .. code-block:: bash @@ -97,21 +122,23 @@ structure: cd docs git remote add upstream https://github.com/opea-project/docs.git - After that, you'll have ``origin`` pointing to your cloned personal repo and - ``upstream`` pointing to the project repo. + After that, you'll have ``origin`` pointing to your cloned personal ``docs`` + repo and ``upstream`` pointing to the project ``docs`` repo. + +#. Return to the parent directory with ``cd ..`` -#. Do the same steps (fork to your personal account, clone to your local - computer, and setup the git upstream remote) for the other repos containing - project documentation, replacing the docs.git repo name in the previous step +#. Now do the same steps (fork to your personal account, clone to your local + computer, and setup the git upstream remote) for the other four repos + replacing the docs.git repo name in the previous step with the appropriate repo name in this list: - * GenAIComps - * GenAIEval - * GenAIExamples - * GenAIInfra + * ``GenAIComps`` + * ``GenAIEval`` + * ``GenAIExamples`` + * ``GenAIInfra`` -#. If you haven't done so already, be sure to configure git with your name +#. If you haven't done so already, configure git with your name and email address for the ``Signed-off-by`` line in your commit messages: .. code-block:: bash @@ -122,7 +149,8 @@ structure: Install the Documentation Tools ******************************* -Our documentation processing has been tested to run with Python 3.8.10 and +Our documentation processing has been tested to run on Ubuntu (both natively and +in Windows Subsystem for Windows (wsl) with Python 3.8.10 and later, and these other tools: * sphinx version: 7.3.0 @@ -130,13 +158,17 @@ later, and these other tools: * sphinx-rtd-theme version: 2.0.0 * sphinx-tabs version: 3.4.5 * myst-parser version: 3.0.1 +* sphinx-md version: 0.0.3 * sphinxcontrib-mermaid version: 0.9.2 * pymarkdownlnt version: 0.9.21 -Depending on your Linux version, install the needed tools. You should consider -using the `Python virtual environment`_ -tools to maintain your Python environment from being changed by other work on -your computer. +Depending on your Linux version, install the needed tools. + +.. important:: + + You should consider using the `Python virtual environment`_ tools + to maintain your Python environment from being changed by other work on your + computer. .. _Python virtual environment: https://https://docs.python.org/3/library/venv.html @@ -203,8 +235,8 @@ Sphinx supports easy customization of the generated HTML documentation appearance through the use of themes. The ``sphinx-rtd-theme`` (Read The Docs) theme is installed as part of the ``requirements.txt`` list above. Tweaks to the standard ``read-the-docs`` appearance are added by using CSS and JavaScript -customization found in ``doc/_static``, and theme template overrides found in -``doc/_templates``. If you change to another theme, you'll need to tweak +customization found in ``doc/sphinx/_static``, and theme template overrides found in +``doc/sphinx/_templates``. If you change to another theme, you'll need to tweak these customizations, not something for the faint of heart. The Sphinx build system creates document cache information that attempts to @@ -216,39 +248,53 @@ environment and a ``make html`` again generally fixes these issues. Run the Documentation Processors ******************************** -The ``docs`` folder (with all cloned sibling repos) have all the doc source files, +The ``docs`` folder (with all the cloned sibling repos) have all the doc source files, images, extra tools, and ``Makefile`` for generating a local copy of the OPEA technical documentation. It's best to start with a clean doc-build environment so use ``make clean`` to remove the ``_build`` working folder if it exists. The ``Makefile`` creates the ``_build`` folder (if it doesn't exist) and copies all needed files from these cloned repos into the ``_build/rst`` working folder. +Normally you'd have each repo checked out at the main branch before you run the +``make html`` step. The doc build process uses the five repo's contents to +create the HTML site. If you're working on changes to documentation in a repo +and have those changes on a branch other than main, you can still generate the +documentation with that branch's changes -- this is how you can verify your +changes will not generate errors when your branch with changes is merged with +the main branch. + .. code-block:: bash cd ~/opea-project/docs make clean make html -Depending on your development system, it will take less a minute to collect and +Depending on your development system, it will take about a minute to collect and generate the HTML content. When done, you can view the HTML output in ``~/opea-project/docs/_build/html/index.html``. As a convenience, there's a make target that will ``cd`` to the ``_build/html`` -folder and run a local Python web server: +folder and run a local Python web server on port 8000: .. code-block:: bash make server -and use your web browser to open the URL: ``http://localhost:8000``. When +Use your web browser to open the URL: ``http://localhost:8000`` and wander +around your local site and view the results of your changes. When done, press :kbd:`ctrl-C` in your command-prompt window to stop the web server. +If things look good, you'd proceed to using git (``git add .``) to add and commit +(``git commit -s``) your changes, push those changes to your personal forked +repo (``git push origin ``) and submit a PR using the GitHub web +interface. + Publish Content *************** -If you have merge rights to the opea-project repo called -``opea-project.github.io``, you can update the public project documentation -found at https://opea-project.github.io. +If you have merge rights to the opea-project ``opea-project.github.io`` repo, +you can update the public project documentation found at +https://opea-project.github.io. You'll need to do a one-time clone of the upstream repo (we publish directly to the upstream repo rather than to a personal forked copy): @@ -269,10 +315,10 @@ This uses git commands to synchronize the new content with what's already published and will delete files in the publishing repo's **latest** folder that are no longer needed. New or changed files from the newly-generated HTML content are pushed to the GitHub pages -publishing repo. The public site at https://opea-project.github.io will -be automatically updated by the `GitHub pages system -`_, typically within a few -minutes. +publishing repo (``opea-project.github.io.git``. The public site at +https://opea-project.github.io will be automatically updated by the +`GitHub pages system `_, +typically within a few minutes. Document Versioning ******************* @@ -290,8 +336,7 @@ specifically something like this: 'docs_title': docs_title, 'is_release': is_release, 'versions': ( ("latest", "/latest/"), - ("0.8", "/0.8/"), - ("0.7", "/0.7/"), + ("1.0", "/1.0/"), ) } @@ -304,12 +349,12 @@ version from an older one, without going to ``latest`` first. By default, documentation build and publishing both assume we're generating documentation for the main branch and publishing to the ``/latest/`` area on https://opea-project.github.io. When we're generating the documentation for a -tagged version (e.g., 0.8), check out that version of **all** the component +tagged version (e.g., 1.0), check out that version of **all** the component repos, and add some extra flags to the ``make`` commands: .. code-block:: bash - version=0.8 + version=1.0 for d in docs GenAIComps GenAIExamples GenAIEval GenAIInfra ; do cd ~/opea-project/$d git checkout $version @@ -355,7 +400,7 @@ a heading level problem on lines 5 and 111 in If you do a ``make html`` without first doing a ``make clean``, there may be files left behind from a previous build that can cause some unexpected messages -to be reported. +to be reported. If things look suspicious, do a ``make clean;make html`` again. If all messages were filtered away, the build process will report as successful, reporting: @@ -369,9 +414,16 @@ The output from the Sphinx build is processed by the Python script configuration files in the ``.known-issues`` folder. (This filtering is done as part of the ``Makefile``.) -You can modify the filtering by adding or editing a conf file in the +The filtering tool matches and removes whole line and multi-line patterns to +remove them. Anything left behind is considered a message that should be +reported. You can modify the filtering by adding or editing a conf file in the ``.known-issues`` folder, following the examples found there. +Multi-line patterns can get rather complex. We're not using any multi-line patterns in +the OPEA project. You can see complex examples in other open source projects +using this filtering script, such as pattern files in +`Project ACRN .known-issues `_. + .. _reStructuredText: https://sphinx-doc.org/rest.html .. _markdown: https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax .. _Sphinx: https://sphinx-doc.org/ diff --git a/latest/developer-guides/doc_guidelines.html b/latest/developer-guides/doc_guidelines.html index 2e60faecb..275fb365d 100644 --- a/latest/developer-guides/doc_guidelines.html +++ b/latest/developer-guides/doc_guidelines.html @@ -810,32 +810,33 @@

Documentation Guidelines

-

OPEA Project content is written using the markdown (.md) with MyST extensions and reStructuredText markup -language (.rst) with Sphinx extensions, and processed +

OPEA Project content is written using the markdown (.md) with MyST extensions +and reStructuredText markup language (.rst) with Sphinx extensions, and processed using Sphinx to create a formatted stand-alone website. Developers can -view this content either in its raw form as .md and .rst markup files, or (with -Sphinx installed) they can build the documentation using the Makefile -(on Linux systems) to generate the HTML content. The HTML content can then be -viewed using a web browser. These .md and .rst files are maintained in -the project’s GitHub repos and processed to create the -OPEA Project documentation website.

+view this content either in its raw form as .md and .rst markup files, or +build the documentation locally following the OPEA Documentation Generation instructions. +The HTML content can then be viewed using a web browser. These .md and +.rst files are maintained in the project’s GitHub repos and processed to +create the OPEA Project documentation website.

Note

While GitHub supports viewing .md and .rst content with your browser on the github.com site, markdown and reST extensions are not recognized there, so the best viewing experience is through the OPEA Project documentation github.io -website.

+website. The github.io site also provides navigation and searching that makes +it easier to find and read what you’re looking for.

You can read details about reStructuredText and Sphinx extensions, and markdown and MyST extensions from their respective websites.

This document provides a quick reference for commonly used markdown and reST with MyST and Sphinx-defined directives and roles used to create the documentation -you’re reading.

+you’re reading. It also provides best-known-methods for working with a mixture +of reStructuredText and markdown.

Markdown vs. RestructuredText

Both markdown and ReStructureText (reST) let you create individual documentation files that GitHub can render when viewing them in your browser on github.com. Markdown is -popular because of it’s familarity with developers and is the default markup +popular because of it’s familiarity with developers and is the default markup language for StackOverflow, Reddit, GitHub, and others. ReStructuredText came from the Python community in 2001 and became noticed outside that community with the release of Sphinx in 2008. These days, reST is supported by GitHub @@ -843,7 +844,7 @@

Markdown vs. RestructuredTexttoctree directives.

Documentation Organization

Documentation is maintained and updated the same as the project’s code within -the opea-project GitHub repos. There are many README.md files within the various +the opea-project GitHub repos. There are many README.md and other markdown files within the various repos along with the other files for those components. This is good because it -keeps the relevent documentation and code for that component together.

+keeps the relevant documentation and code for that component together.

We use the docs repo to organize the presentation of all these README.md files, along with other project related documents that are maintained in the docs repo. The root of the generated documentation starts with the @@ -870,6 +871,9 @@

Documentation Organizationtoctree directives of their own, ultimately collecting all the content into an organizational structure you can navigate.

+

Ultimately every document file (.md and .rst) in the project must appear +in the toctree hierarchy. An orphan document file will be flagged by Sphinx +as not included in a toctree directive.

Headings

@@ -937,6 +941,8 @@

Headings intervening H2 ##. You may skip heading levels on the way back up, for example, from an H4 #### back up to an H2 ## as appropriate.

+

Sphinx will complain if it finds multiple H1 headings or if you skip a +heading level.

@@ -955,13 +961,13 @@

Content Highlighting2 * (x + y) will not be interpreted as an unterminated italics section.

For inline markup, the characters between the beginning and ending characters must not start or end with a space, so *this is italics*, (this is italics) while * this isn't* -(* this isn’t*).

+(* this isn’t*) because of that extra space after the first asterisk.

If an asterisk or back quote appears in running text and could be confused with inline markup delimiters, you can eliminate the confusion by adding a backslash (\) before it.

@@ -974,13 +980,36 @@

Lists should be indented at the same level as the preceding paragraph (and not indented itself).

For numbered lists -start with a 1. or a) for example, and continue with autonumbering by -using a # sign and a . or ) as used in the first list item. +start with a 1. or a. for example, and continue with autonumbering by +using a # sign and a . as used in the first list item. Indent continuation lines with spaces to align with the text of first list item:

+

It’s important to maintain the indentation of content under a list so in the +generated HTML, the content looks like it’s part of that list and not a new +paragraph outside of that list.

+

For example, compare this:

+
+
    +

  • Here’s a bullet list item

    • +
+

Here’s a paragraph that should be part of that first bullet list item’s content.

+
    +

  • Here’s a second bullet list item

    • +
+
+

Notice how that middle paragraph is out-dented from the bullet list compared +with this next example where it’s not (yes, it’s subtle):

+
+
    +

  • Here’s a bullet list item

    +

    Here’s a paragraph that does look like it’s part of that first bullet list item’s content because it’s indented in the source.

    +
    • +

  • Here’s a second bullet list item

    • +
+
* This is a bulleted list.
 * It has two items, the second
-  item and has more than one line of reST text.  Additional lines
+  item and has more than one line of text.  Additional lines
   are indented to the first character of the
   text of the bullet list.
 
@@ -988,9 +1017,9 @@ 
Lists
    it would be a continuation of the previous list (or paragraph).
 #. It has two items too.
 
-a) This is a numbered list using alphabetic list headings
-#) It has three items (and uses autonumbering for the rest of the list)
-#) Here's the third item.  Use consistent punctuation on the list
+a. This is a numbered list using alphabetic list headings
+#. It has three items (and uses autonumbering for the rest of the list)
+#. Here's the third item.  Use consistent punctuation on the list
    number.
 
 #. This is an autonumbered list (default is to use numbers starting
@@ -1003,7 +1032,8 @@ 
Lists
    needed, but it wouldn't hurt for readability.
-

Definition lists (with one or more terms and their definition) are a +

+

Definition lists (with one or more terms and their definition) are a convenient way to document a word or phrase with an explanation. For example, this reST content:

The Makefile has targets that include:
@@ -1027,10 +1057,13 @@ 
Lists
+

Multi-Column Lists

-

In reST, if you have a long bullet list of items, where each item is short, you can +

+

In reST, if you have a long bullet list of items, where each item is short, you can indicate that the list items should be rendered in multiple columns with a special .. rst-class:: rst-columns directive. The directive will apply to the next non-comment element (for example, paragraph) or to content indented under @@ -1064,11 +1097,8 @@

Multi-Column Listsrst-columns3), and two columns for rst-columns2. The number of columns displayed can be reduced based on the available width of the display window, reducing to one column on narrow (phone) screens if necessary.

-
-

Note

-

We’ve deprecated use of the hlist directive because it -misbehaves on smaller screens.

-
+

Tables

@@ -1076,7 +1106,8 @@

TablesGrid tables offer the most capability for defining merged rows and columns (where content spans multiple rows or columns, but are hard to maintain because the grid -characters must be aligned throughout the table:

+characters must be aligned throughout the table. They are supported in both +reST and markdown:

+------------------------+------------+----------+----------+
 | Header row, column 1   | Header 2   | Header 3 | Header 4 |
 | (header rows optional) |            |          |          |
@@ -1125,7 +1156,8 @@ 
Tables
 
 
-
For reST, List tables
+

+
For reST, List tables
 are much easier to maintain, but don’t support row or column spans:

 
.. list-table:: Table title
    :widths: 15 20 40
@@ -1173,11 +1205,43 @@ 
Tables:widths: 1 2 2.  If you’d like the browser
 to set the column widths automatically based on the column contents, you
 can use :widths: auto.

+

File Names and Commands

-

Sphinx extends reST by supporting additional inline markup elements (called +

Sphinx extends reST by supporting additional inline markup elements (called “roles”) used to tag text with special meanings and enable output formatting. (You can refer to the Sphinx Inline Markup documentation for the full list).

@@ -1187,7 +1251,7 @@

File Names and Commandsfilename.

Don’t use items within a single backtick, for example `word`. Instead use double backticks: ``word``.

-

@@ -1224,7 +1288,7 @@

Branch-Specific File Links

Internal Cross-Reference Linking

-

Traditional reST links are supported only within the current file using the +

Traditional reST links are supported only within the current file using the notation:

refer to the `internal-linking`_ documentation
@@ -1278,7 +1342,50 @@

Branch-Specific File Links:ref:`alternate text <doc_guidelines>` (renders as alternate text).

-

@@ -1331,7 +1438,7 @@

Non-ASCII Characters
-

In reST, you incorporate content from another file using an include +

In reST, you incorporate content from another file using an include directive. Unless options are given, the included file is parsed in the current document’s context:

Here is some text in the reST document.
@@ -1351,16 +1458,16 @@ 
Non-ASCII Characters:parser: myst_parser.sphinx_ if the included file is markdown.

 
-
:start-after: text
Only the content after the first occurance of the specified text in
+
:start-after: text
Only the content after the first occurrence of the specified text in
 the external file will be included.

 

-
:end-before:
Only the content before the first occurance of the specified text
+
:end-before:
Only the content before the first occurrence of the specified text
 in the external file will be included.

 

 
 
These and other options described in the docutils include directive
 documentation.

-

Alternative Tabbed Content

-

In ResST, instead of creating multiple documents with common material except for some +

In reST, instead of creating multiple documents with common material except for some specific sections, you can write one document and provide alternative content to the reader via a tabbed interface. When the reader clicks a tab, the content for that tab is displayed. For example:

@@ -1619,21 +1726,21 @@

Alternative Tabbed Content -

Apples are green, or sometimes red.

-

Tabs can also be grouped so that changing the current tab in one area changes all tabs with the same name throughout the page. For example:

-

Linux Line 1

-
-

Linux Line 2

-

In this latter case, we’re using a .. group-tab:: directive instead of a .. tab:: directive. Under the hood, we’re using the sphinx-tabs extension that’s included diff --git a/latest/developer-guides/docbuild.html b/latest/developer-guides/docbuild.html index a7a7e6e9c..792b75e92 100644 --- a/latest/developer-guides/docbuild.html +++ b/latest/developer-guides/docbuild.html @@ -825,24 +825,26 @@

Documentation Overview

OPEA project content is written using combination of markdown (.md) and -reStructuredText (.rst) markup languages (with Sphinx extensions), and -processed using Sphinx to create a formatted stand-alone website. Developers can -view this content either in its raw form as .rst markup files, or you can -generate the HTML content and view it with a web browser directly on your -workstation. The best reading experience is by viewing the generated HTML at -https://opea-project.github.io.

+reStructuredText (.rst) markup languages (with Sphinx extensions such as +Myst), and +processed using Sphinx to create a formatted stand-alone website. +The best reading experience is by viewing the generated HTML at +https://opea-project.github.io. +While working on new content or editing existing content, developers can +generate the HTML content locally and view it with a web browser.

You can read details about markdown, reStructuredText, and Sphinx from their respective websites.

-

The project’s documentation contains the following items:

-
    -

  • ReStructuredText and markdown source files used to generate documentation found at the -https://opea-project.github.io website. All of the documentation sources -are found in the github.com/opea-project repos, rooted in the docs repo. -There’s also documentation in the repos where the project’s code is -maintained: GenAIComps, GenAIEval, GenAIExamples, and GenAIInfra.

    • -
+

The project’s documentation is a collection of ReStructuredText and markdown +source files used to generate documentation found at the +https://opea-project.github.io website. All of the documentation sources are +found in the github.com/opea-project project repos, organized and rooted in +the docs repo. Much of the detailed documentation lives in the repos where +the project’s code is maintained: GenAIComps, GenAIEval, +GenAIExamples, and GenAIInfra. The documentation generation process +collects all the needed files from all these repos into one building area to +create the final generated HTML.

-
# Doc Generation flow +<div class=# Doc Generation flow # dot -Tpng -odoc-gen-flow.png doc-gen-flow.dot digraph docgen { @@ -854,10 +856,16 @@ <h2><a class=Documentation Overvie conf [shape="rectangle" label="conf.py\nconfiguration"] rtd [shape="rectangle" label="read-the-docs\ntheme"] html [shape="rectangle" label="HTML\nweb site"] - sphinx[shape="ellipse" label="sphinx +\ndocutils"] + includes [shape="rectangle" label="includes"] + sphinx[shape="ellipse" label="sphinx +\nMyst Parser +\ndocutils"] + prepare[shape="ellipse" label="fix\ncross-repo\nlinks"] + scan[shape="ellipse" label="scan\nrepo dirs"] images -> sphinx + scan -> includes + includes -> sphinx rst -> sphinx - md -> sphinx + md -> prepare + prepare -> sphinx conf -> sphinx rtd -> sphinx sphinx -> html @@ -866,10 +874,32 @@

Documentation Overvie

Figure 3 Documentation Generation Flow

+

Some content is manipulated or generated during the doc build process:

+
    +

  • Because markdown doesn’t directly support cross-repo document linking, we use +full URLs to link to the markdown files in other project repos, for example a +link to a document in the GenAIInfra repo from a document in the GenAIExamples +repo would look like this:

    +

    ` +See [GMC Install](https://github.com/opea-project/GenAIInfra/tree/main/microservices-connector/README.md). +`

    +

    That link works when reading the markdown file in the github.com repo, but +should be changed to reference the generated HTML file in the github.io +rendering.

    +
    • +

  • When new examples appear in the GenAIExamples repo, the indexing page that +lists all the examples is updated automatically by generating it at doc build +time by scanning the directory structure. The list of microservices is also +self-updated when new microservices are added to the GenAIComps/comps +directory.

    • +

  • References in markdown files to markdown files (.md file extension) are +converted to the corresponding generated HTML files by Sphinx using the Myst and +sphinx-md extensions.

    • +

Set Up the Documentation Working Folders

-

You’ll need git installed to get the working folders set up:

+

To begin, you’ll need git installed to get the working folders set up:

Here’s the recommended folder setup for documentation contributions and -generation, a parent folder called opea-project holds six locally +generation, a parent folder called opea-project holds five locally cloned repos from the opea-project. You can use a different name for the parent folder but the doc build process assumes the repo names are as shown here:

opea-project
@@ -887,12 +917,10 @@ 
Set Up the Documentat
 ├── GenAIEval
 ├── GenAIExamples
 ├── GenAIInfra
-├── opea-project.github.io

The parent opea-project folder is there to organize the cloned repos -from the project. If you have repo publishing rights, we’ll also be cloning the -publishing repo opea-project.github.io later in these steps.

+from the project.

In the following steps, you’ll create a fork of all the upstream OPEA project repos needed to build the documentation to your personal GitHub account, clone your personal fork to your local development computer, and then link that to the @@ -903,8 +931,8 @@

Set Up the Documentat fork of the docs repo to your personal GitHub account.)

../_images/opea-docs-fork.png -

  • At a command prompt, create a working folder on your development computer and -clone your personal docs repository:

    +

  • At a command prompt, create the top working folder on your development +computer and clone your personal docs repository there:

    cd ~
 mkdir opea-project && cd opea-project
 git clone https://github.com/<github-username>/docs.git
@@ -916,21 +944,22 @@ 
    Set Up the Documentat
 git remote add upstream https://github.com/opea-project/docs.git
    -

    After that, you’ll have origin pointing to your cloned personal repo and -upstream pointing to the project repo.

    +

    After that, you’ll have origin pointing to your cloned personal docs +repo and upstream pointing to the project docs repo.

    • -

  • Do the same steps (fork to your personal account, clone to your local -computer, and setup the git upstream remote) for the other repos containing -project documentation, replacing the docs.git repo name in the previous step +

  • Return to the parent directory with cd ..

    • +

  • Now do the same steps (fork to your personal account, clone to your local +computer, and setup the git upstream remote) for the other four repos +replacing the docs.git repo name in the previous step with the appropriate repo name in this list:

      -

    • GenAIComps

      • -

    • GenAIEval

      • -

    • GenAIExamples

      • -

    • GenAIInfra

      • +

    • GenAIComps

      • +

    • GenAIEval

      • +

    • GenAIExamples

      • +

    • GenAIInfra

    • -

  • If you haven’t done so already, be sure to configure git with your name +

  • If you haven’t done so already, configure git with your name and email address for the Signed-off-by line in your commit messages:

    git config --global user.name "David Developer"
 git config --global user.email "david.developer@company.com"
@@ -941,7 +970,8 @@ 
    Set Up the Documentat

    • Install the Documentation Tools

    -

    Our documentation processing has been tested to run with Python 3.8.10 and +

    Our documentation processing has been tested to run on Ubuntu (both natively and +in Windows Subsystem for Windows (wsl) with Python 3.8.10 and later, and these other tools:

    -

    Depending on your Linux version, install the needed tools. You should consider -using the Python virtual environment -tools to maintain your Python environment from being changed by other work on -your computer.

    +

    Depending on your Linux version, install the needed tools.

    +
    +

    Important

    +

    You should consider using the Python virtual environment tools +to maintain your Python environment from being changed by other work on your +computer.

    +

    For Ubuntu, use:

    sudo apt install python3-pip python3-wheel make graphviz
    @@ -1011,8 +1045,8 @@

    Documentation Present appearance through the use of themes. The sphinx-rtd-theme (Read The Docs) theme is installed as part of the requirements.txt list above. Tweaks to the standard read-the-docs appearance are added by using CSS and JavaScript -customization found in doc/_static, and theme template overrides found in -doc/_templates. If you change to another theme, you’ll need to tweak +customization found in doc/sphinx/_static, and theme template overrides found in +doc/sphinx/_templates. If you change to another theme, you’ll need to tweak these customizations, not something for the faint of heart.

    The Sphinx build system creates document cache information that attempts to expedite documentation rebuilds, but occasionally can cause an unexpected error @@ -1021,33 +1055,45 @@

    Documentation Present

    Run the Documentation Processors

    -

    The docs folder (with all cloned sibling repos) have all the doc source files, +

    The docs folder (with all the cloned sibling repos) have all the doc source files, images, extra tools, and Makefile for generating a local copy of the OPEA technical documentation. It’s best to start with a clean doc-build environment so use make clean to remove the _build working folder if it exists. The Makefile creates the _build folder (if it doesn’t exist) and copies all needed files from these cloned repos into the _build/rst working folder.

    +

    Normally you’d have each repo checked out at the main branch before you run the +make html step. The doc build process uses the five repo’s contents to +create the HTML site. If you’re working on changes to documentation in a repo +and have those changes on a branch other than main, you can still generate the +documentation with that branch’s changes – this is how you can verify your +changes will not generate errors when your branch with changes is merged with +the main branch.

    cd ~/opea-project/docs
 make clean
 make html
    -

    Depending on your development system, it will take less a minute to collect and +

    Depending on your development system, it will take about a minute to collect and generate the HTML content. When done, you can view the HTML output in ~/opea-project/docs/_build/html/index.html.

    As a convenience, there’s a make target that will cd to the _build/html -folder and run a local Python web server:

    +folder and run a local Python web server on port 8000:

    make server
    -

    and use your web browser to open the URL: http://localhost:8000. When +

    Use your web browser to open the URL: http://localhost:8000 and wander +around your local site and view the results of your changes. When done, press ctrl-C in your command-prompt window to stop the web server.

    +

    If things look good, you’d proceed to using git (git add .) to add and commit +(git commit -s) your changes, push those changes to your personal forked +repo (git push origin <branchname>) and submit a PR using the GitHub web +interface.

    Publish Content

    -

    If you have merge rights to the opea-project repo called -opea-project.github.io, you can update the public project documentation -found at https://opea-project.github.io.

    +

    If you have merge rights to the opea-project opea-project.github.io repo, +you can update the public project documentation found at +https://opea-project.github.io.

    You’ll need to do a one-time clone of the upstream repo (we publish directly to the upstream repo rather than to a personal forked copy):

    cd ~/opea-project
@@ -1063,9 +1109,10 @@ 
    Publish Contentlatest folder that are no longer needed. New or changed files from
 the newly-generated HTML content are pushed to the GitHub pages
-publishing repo.  The public site at https://opea-project.github.io will
-be automatically updated by the GitHub pages system, typically within a few
-minutes.
    
+publishing repo (opea-project.github.io.git.  The public site at
+https://opea-project.github.io will be automatically updated by the
+GitHub pages system,
+typically within a few minutes.

    Document Versioning

    @@ -1078,9 +1125,8 @@

    Document Versioning'docs_title': docs_title, 'is_release': is_release, 'versions': ( ("latest", "/latest/"), - ("0.8", "/0.8/"), - ("0.7", "/0.7/"), - ) + ("1.0", "/1.0/"), + ) }

    @@ -1091,9 +1137,9 @@

    Document VersioningBy default, documentation build and publishing both assume we’re generating documentation for the main branch and publishing to the /latest/ area on https://opea-project.github.io. When we’re generating the documentation for a -tagged version (e.g., 0.8), check out that version of all the component +tagged version (e.g., 1.0), check out that version of all the component repos, and add some extra flags to the make commands:

    -
    version=0.8
+
    version=1.0
 for d in docs GenAIComps GenAIExamples GenAIEval GenAIInfra ; do
  cd ~/opea-project/$d
  git checkout $version
@@ -1133,7 +1179,7 @@ 
    Document VersioningGenAIInfra/kubernetes-addons/Observability/README.md.
    
 
    If you do a make html without first doing a make clean, there may be
 files left behind from a previous build that can cause some unexpected messages
-to be reported.
    
+to be reported. If things look suspicious, do a make clean;make html again.
    
 
    If all messages were filtered away,
 the build process will report as successful, reporting:
    
 
    No new errors/warnings.
@@ -1143,8 +1189,14 @@ 
    Document Versioningscripts/filter-known-issues.py together with a set of filter
 configuration files in the .known-issues folder.  (This
 filtering is done as part of the Makefile.)
    
-
    You can modify the filtering by adding or editing a conf file in the
+
    The filtering tool matches and removes whole line and multi-line patterns to
+remove them.  Anything left behind is considered a message that should be
+reported.  You can modify the filtering by adding or editing a conf file in the
 .known-issues folder, following the examples found there.
    
+
    Multi-line patterns can get rather complex. We’re not using any multi-line patterns in
+the OPEA project. You can see complex examples in other open source projects
+using this filtering script, such as pattern files in
+Project ACRN .known-issues.

    diff --git a/latest/searchindex.js b/latest/searchindex.js index 2de2c42cf..c79f4671b 100644 --- a/latest/searchindex.js +++ b/latest/searchindex.js @@ -1 +1 @@ -Search.setIndex({"alltitles": {"(Option1): Installing the chart separately": [[205, "option1-installing-the-chart-separately"], [206, "option1-installing-the-chart-separately"], [207, "option1-installing-the-chart-separately"], [208, "option1-installing-the-chart-separately"], [209, "option1-installing-the-chart-separately"], [211, "option1-installing-the-chart-separately"], [212, "option1-installing-the-chart-separately"], [217, "option1-installing-the-chart-separately"], [219, "option1-installing-the-chart-separately"]], "(Option2): Installing the chart with dependencies automatically": [[205, "option2-installing-the-chart-with-dependencies-automatically"], [206, "option2-installing-the-chart-with-dependencies-automatically"], [207, "option2-installing-the-chart-with-dependencies-automatically"], [208, "option2-installing-the-chart-with-dependencies-automatically"], [209, "option2-installing-the-chart-with-dependencies-automatically"], [211, "option2-installing-the-chart-with-dependencies-automatically"], [212, "option2-installing-the-chart-with-dependencies-automatically"], [217, "option2-installing-the-chart-with-dependencies-automatically"], [219, "option2-installing-the-chart-with-dependencies-automatically"]], "(Optional) To run GenAIInfra on Intel Gaudi product": [[194, "optional-to-run-genaiinfra-on-intel-gaudi-product"]], "(Optionally) Start the TEI (embedder) service separately": [[69, "optionally-start-the-tei-embedder-service-separately"]], "1 TEI Embedding Service": [[115, "tei-embedding-service"]], "1. Build Docker Image": [[157, "build-docker-image"], [158, "build-docker-image"], [170, "build-docker-image"], [171, "build-docker-image"]], "1. Build Embedding Image": [[111, "build-embedding-image"], [112, "build-embedding-image"], [113, "build-embedding-image"], [114, "build-embedding-image"], [164, "build-embedding-image"], [173, "build-embedding-image"], [174, "build-embedding-image"], [184, "build-embedding-image"]], "1. Build Images for necessary microservices. (Optional after docker image release)": [[137, "build-images-for-necessary-microservices-optional-after-docker-image-release"], [138, "build-images-for-necessary-microservices-optional-after-docker-image-release"]], "1. Build LLM Image": [[140, "build-llm-image"], [149, "build-llm-image"], [178, "build-llm-image"], [179, "build-llm-image"]], "1. Build LVM and NGINX Docker Images": [[186, "build-lvm-and-nginx-docker-images"], [187, "build-lvm-and-nginx-docker-images"]], "1. Build embedding-multimodal-bridgetower Image": [[161, "build-embedding-multimodal-bridgetower-image"], [162, "build-embedding-multimodal-bridgetower-image"]], "1. Build the LLM Docker Image": [[123, "build-the-llm-docker-image"], [124, "build-the-llm-docker-image"], [131, "build-the-llm-docker-image"], [132, "build-the-llm-docker-image"]], "1. Check environment variables": [[115, "check-environment-variables"]], "1. Configuration": [[79, "configuration"]], "1. Correction": [[237, "correction"]], "1. Create Pinecone account from the below link": [[82, "create-pinecone-account-from-the-below-link"]], "1. Create release candidate branch": [[195, "create-release-candidate-branch"]], "1. Download Pgvector image": [[81, "download-pgvector-image"]], "1. Download Qdrant image": [[83, "download-qdrant-image"]], "1. Download Redis image": [[84, "download-redis-image"]], "1. Download VDMS image": [[85, "download-vdms-image"]], "1. Install the GMC Helm Chart": [[234, "install-the-gmc-helm-chart"]], "1. Introduction": [[22, "introduction"]], "1. Mission and Scope of the Project": [[241, "mission-and-scope-of-the-project"]], "1. Overview": [[3, "overview"]], "1. Preparation": [[110, "preparation"], [110, "id1"], [110, "id6"]], "1. Pull TGI Gaudi Image": [[141, "pull-tgi-gaudi-image"], [150, "pull-tgi-gaudi-image"]], "1. Setup Prometheus": [[92, "setup-prometheus"]], "1. Setup Prometheus & Grafana": [[223, "setup-prometheus-grafana"]], "1. Source Code install GenAIComps": [[104, "source-code-install-genaicomps"], [105, "source-code-install-genaicomps"], [116, "source-code-install-genaicomps"]], "1. Summary": [[267, "summary"]], "1. Upload a training file": [[156, "upload-a-training-file"], [169, "upload-a-training-file"]], "1. \ud83d\ude80Start Microservice with Python (Option 1)": [[71, "start-microservice-with-python-option-1"]], "1.1 Build Docker Image": [[24, "build-docker-image"]], "1.1 Build Images": [[57, "build-images"], [64, "build-images"]], "1.1 Install Requirements": [[6, "install-requirements"], [12, "install-requirements"], [14, "install-requirements"], [17, "install-requirements"], [18, "install-requirements"], [19, "install-requirements"], [23, "install-requirements"], [26, "install-requirements"], [27, "install-requirements"], [30, "install-requirements"], [32, "install-requirements"], [34, "install-requirements"], [35, "install-requirements"], [38, "install-requirements"], [40, "install-requirements"], [41, "install-requirements"], [44, "install-requirements"], [45, "install-requirements"], [50, "install-requirements"], [55, "install-requirements"], [56, "install-requirements"], [61, "install-requirements"], [63, "install-requirements"], [67, "install-requirements"], [70, "install-requirements"], [71, "install-requirements"], [72, "install-requirements"], [73, "install-requirements"], [74, "install-requirements"]], "1.1 Requirements": [[11, "requirements"]], "1.1 Setup Environment Variables": [[42, "setup-environment-variables"], [43, "setup-environment-variables"], [46, "setup-environment-variables"], [47, "setup-environment-variables"]], "1.1 Supported agent types": [[3, "supported-agent-types"]], "1.2 Build Docker Image": [[43, "build-docker-image"], [46, "build-docker-image"], [47, "build-docker-image"]], "1.2 Install fastRAG": [[61, "install-fastrag"]], "1.2 LLM engine": [[3, "llm-engine"]], "1.2 Run Docker with Docker Compose": [[24, "run-docker-with-docker-compose"]], "1.2 Setup Environment Variables": [[14, "setup-environment-variables"]], "1.2 Setup VectorDB Service": [[67, "setup-vectordb-service"], [73, "setup-vectordb-service"]], "1.2 Start Bias Detection Microservice with Python Script": [[32, "start-bias-detection-microservice-with-python-script"]], "1.2 Start Embedding Service": [[23, "start-embedding-service"], [26, "start-embedding-service"], [27, "start-embedding-service"]], "1.2 Start Finetuning Service with Python Script": [[30, "start-finetuning-service-with-python-script"]], "1.2 Start LLM Service": [[44, "start-llm-service"], [50, "start-llm-service"]], "1.2 Start LLM Service with Python Script": [[45, "start-llm-service-with-python-script"]], "1.2 Start LLaVA Service/Test": [[55, "start-llava-service-test"]], "1.2 Start LVM Service": [[56, "start-lvm-service"]], "1.2 Start Milvus Server": [[11, "start-milvus-server"]], "1.2 Start Neo4j Service": [[42, "start-neo4j-service"]], "1.2 Start PII Detection Microservice with Python Script": [[35, "start-pii-detection-microservice-with-python-script"]], "1.2 Start Qdrant Server": [[71, "start-qdrant-server"]], "1.2 Start Redis Stack Server": [[12, "start-redis-stack-server"], [17, "start-redis-stack-server"]], "1.2 Start Rerank Service": [[64, "start-rerank-service"]], "1.2 Start SVD Service": [[40, "start-svd-service"]], "1.2 Start SpeechT5 Service/Test": [[75, "start-speecht5-service-test"]], "1.2 Start TEI Service": [[63, "start-tei-service"], [70, "start-tei-service"], [72, "start-tei-service"], [74, "start-tei-service"]], "1.2 Start TGI Gaudi Service": [[34, "start-tgi-gaudi-service"]], "1.2 Start TGI Service": [[41, "start-tgi-service"]], "1.2 Start Toxicity Detection Microservice with Python Script": [[38, "start-toxicity-detection-microservice-with-python-script"]], "1.2 Start VDMS Server": [[18, "start-vdms-server"], [19, "start-vdms-server"]], "1.2 Start Video-Llama and LVM Services": [[57, "start-video-llama-and-lvm-services"]], "1.2 Start Whisper Service/Test": [[6, "start-whisper-service-test"]], "1.2.1 Start Ray Cluster": [[30, "start-ray-cluster"]], "1.2.1 Start the TGI Service": [[45, "start-the-tgi-service"]], "1.2.2 Start Finetuning Service": [[30, "start-finetuning-service"]], "1.2.2 Start the vLLM Service": [[45, "start-the-vllm-service"]], "1.2.3 Start the Ray Service": [[45, "start-the-ray-service"]], "1.3 Ingest images or video": [[67, "ingest-images-or-video"]], "1.3 Run Docker with CLI (Option A)": [[43, "run-docker-with-cli-option-a"], [46, "run-docker-with-cli-option-a"], [47, "run-docker-with-cli-option-a"]], "1.3 Setup Environment Variables": [[11, "setup-environment-variables"], [12, "setup-environment-variables"], [17, "setup-environment-variables"], [18, "setup-environment-variables"], [19, "setup-environment-variables"], [71, "setup-environment-variables"]], "1.3 Start ASR Service/Test": [[6, "start-asr-service-test"]], "1.3 Start Image To Text Service/Test": [[55, "start-image-to-text-service-test"]], "1.3 Start Image-to-Video Microservice": [[40, "start-image-to-video-microservice"]], "1.3 Start LLM Service for \u201crag\u201d/\u201dquery\u201d mode": [[42, "start-llm-service-for-rag-query-mode"]], "1.3 Start PGVector": [[14, "start-pgvector"]], "1.3 Start Reranking Service with Python Script": [[61, "start-reranking-service-with-python-script"]], "1.3 Start Retriever Service": [[73, "start-retriever-service"]], "1.3 Start TTS Service/Test": [[75, "start-tts-service-test"]], "1.3 Tools": [[3, "tools"]], "1.3 Verify the TEI Service": [[63, "verify-the-tei-service"], [70, "verify-the-tei-service"], [72, "verify-the-tei-service"], [74, "verify-the-tei-service"]], "1.3 Verify the TGI Gaudi Service": [[34, "verify-the-tgi-gaudi-service"]], "1.3 Verify the TGI Service": [[41, "verify-the-tgi-service"], [44, "verify-the-tgi-service"], [50, "verify-the-tgi-service"]], "1.4 Agent APIs": [[3, "agent-apis"]], "1.4 Run Docker with Docker Compose (Option B)": [[43, "run-docker-with-docker-compose-option-b"], [46, "run-docker-with-docker-compose-option-b"], [47, "run-docker-with-docker-compose-option-b"]], "1.4 Setup Environment Variables": [[41, "setup-environment-variables"]], "1.4 Setup VectorDB Service": [[70, "setup-vectordb-service"], [72, "setup-vectordb-service"], [74, "setup-vectordb-service"]], "1.4 Start Data Preparation Microservice for VDMS with Python Script": [[19, "start-data-preparation-microservice-for-vdms-with-python-script"]], "1.4 Start Document Preparation Microservice for PGVector with Python Script": [[14, "start-document-preparation-microservice-for-pgvector-with-python-script"]], "1.4 Start Document Preparation Microservice for Redis with Python Script": [[17, "start-document-preparation-microservice-for-redis-with-python-script"]], "1.4 Start Document Preparation Microservice for VDMS with Python Script": [[18, "start-document-preparation-microservice-for-vdms-with-python-script"]], "1.4 Start Embedding Service": [[17, "start-embedding-service"]], "1.4 Start Guardrails Service": [[34, "start-guardrails-service"]], "1.4 Start LLM Service with Python Script": [[44, "start-llm-service-with-python-script"], [50, "start-llm-service-with-python-script"]], "1.4 Start LVM Microservice (Optional)": [[12, "start-lvm-microservice-optional"]], "1.4 Start Microservice": [[42, "start-microservice"]], "1.4 Start Mosec Embedding Service": [[11, "start-mosec-embedding-service"]], "1.4 Start Reranking Service with Python Script": [[63, "start-reranking-service-with-python-script"]], "1.4 Start Retriever Service": [[67, "start-retriever-service"], [71, "start-retriever-service"]], "1.5 Start Data Preparation Microservice for Redis with Python Script": [[12, "start-data-preparation-microservice-for-redis-with-python-script"]], "1.5 Start Document Preparation Microservice for Milvus with Python Script": [[11, "start-document-preparation-microservice-for-milvus-with-python-script"]], "1.5 Start Intent Detection Microservice with Python Script": [[41, "start-intent-detection-microservice-with-python-script"]], "1.5 Start Retriever Service": [[70, "start-retriever-service"], [72, "start-retriever-service"], [74, "start-retriever-service"]], "10. Build Nginx Docker Image": [[114, "build-nginx-docker-image"], [116, "build-nginx-docker-image"]], "2 Embedding Microservice": [[115, "embedding-microservice"]], "2. Build ASR Image": [[104, "build-asr-image"], [105, "build-asr-image"]], "2. Build Embedding Image": [[116, "build-embedding-image"]], "2. Build Images for MegaService": [[137, "build-images-for-megaservice"], [138, "build-images-for-megaservice"]], "2. Build LLM Image": [[141, "build-llm-image"], [150, "build-llm-image"]], "2. Build MegaService Docker Image": [[131, "build-megaservice-docker-image"], [132, "build-megaservice-docker-image"], [140, "build-megaservice-docker-image"], [149, "build-megaservice-docker-image"], [178, "build-megaservice-docker-image"], [179, "build-megaservice-docker-image"], [186, "build-megaservice-docker-image"]], "2. Build Retriever Image": [[111, "build-retriever-image"], [112, "build-retriever-image"], [113, "build-retriever-image"], [114, "build-retriever-image"], [164, "build-retriever-image"], [173, "build-retriever-image"], [174, "build-retriever-image"], [184, "build-retriever-image"]], "2. Build retriever-multimodal-redis Image": [[161, "build-retriever-multimodal-redis-image"], [162, "build-retriever-multimodal-redis-image"]], "2. Build the MegaService Docker Image": [[123, "build-the-megaservice-docker-image"], [124, "build-the-megaservice-docker-image"]], "2. Check the docker container status": [[115, "check-the-docker-container-status"]], "2. Configure the username, password and dbname": [[81, "configure-the-username-password-and-dbname"]], "2. Create fine-tuning job": [[156, "create-fine-tuning-job"], [169, "create-fine-tuning-job"]], "2. Create images with release tag": [[195, "create-images-with-release-tag"]], "2. Get API key": [[82, "get-api-key"]], "2. Install ChatQnA": [[110, "install-chatqna"], [110, "id2"], [110, "id7"]], "2. Introduction": [[267, "introduction"]], "2. Metric for Gaudi Hardware(v1.16.2)": [[223, "metric-for-gaudi-hardware-v1-16-2"]], "2. Pull TGI Gaudi Image": [[187, "pull-tgi-gaudi-image"]], "2. Quick Start": [[22, "quick-start"]], "2. Run Docker with CLI": [[157, "run-docker-with-cli"], [158, "run-docker-with-cli"], [170, "run-docker-with-cli"], [171, "run-docker-with-cli"]], "2. Run Milvus service": [[79, "run-milvus-service"]], "2. Run Qdrant service": [[83, "run-qdrant-service"]], "2. Run Redis service": [[84, "run-redis-service"]], "2. Run VDMS service": [[85, "run-vdms-service"]], "2. Setup Grafana": [[92, "setup-grafana"]], "2. Technical Steering Committee": [[241, "technical-steering-committee"]], "2. Warning": [[237, "warning"]], "2. \ud83d\ude80Start Microservice with Docker (Option 2)": [[71, "start-microservice-with-docker-option-2"]], "2.1 Build Docker Images": [[56, "build-docker-images"]], "2.1 Build Docker image": [[22, "build-docker-image"]], "2.1 Build Images": [[6, "build-images"], [40, "build-images"], [55, "build-images"], [75, "build-images"]], "2.1 Check Service Status": [[24, "check-service-status"], [46, "check-service-status"], [47, "check-service-status"]], "2.1 Cypher mode": [[42, "cypher-mode"]], "2.1 Key capabilities": [[267, "key-capabilities"]], "2.1 Option 1: with Python": [[3, "option-1-with-python"]], "2.1 Prepare PII detection model": [[35, "prepare-pii-detection-model"]], "2.1 Prepare bias detection model": [[32, "prepare-bias-detection-model"]], "2.1 Prepare toxicity detection model": [[38, "prepare-toxicity-detection-model"]], "2.1 Setup Environment Variables": [[19, "id2"], [34, "setup-environment-variables"], [44, "setup-environment-variables"], [50, "setup-environment-variables"], [56, "setup-environment-variables"], [61, "setup-environment-variables"], [63, "setup-environment-variables"], [67, "setup-environment-variables"], [70, "setup-environment-variables"], [71, "id1"], [72, "setup-environment-variables"], [73, "setup-environment-variables"], [74, "setup-environment-variables"]], "2.1 Setup on CPU": [[30, "setup-on-cpu"]], "2.1 Start Embedding Service with TEI": [[26, "id1"], [27, "id1"]], "2.1 Start LLM Service with published image": [[45, "start-llm-service-with-published-image"]], "2.1 Start Milvus Server": [[11, "id1"]], "2.1 Start Multimodal Embedding Inference (MMEI) Service": [[23, "start-multimodal-embedding-inference-mmei-service"]], "2.1 Start PGVector": [[14, "id1"]], "2.1 Start Redis Stack Server": [[12, "id1"], [17, "id1"]], "2.1 Start TGI Service": [[41, "id1"]], "2.1 Start VDMS Server": [[18, "id1"], [19, "id1"]], "2.1 vLLM on CPU": [[51, "vllm-on-cpu"], [52, "vllm-on-cpu"]], "2.1.1 Build Docker Image": [[30, "build-docker-image"]], "2.1.1 Construction of GenAI solutions, including retrieval augmentation": [[267, "construction-of-genai-solutions-including-retrieval-augmentation"]], "2.1.1 Install Requirements": [[3, "install-requirements"]], "2.1.1 LLaVA Server Image": [[55, "llava-server-image"]], "2.1.1 SVD Server Image": [[40, "svd-server-image"]], "2.1.1 SpeechT5 Server Image": [[75, "speecht5-server-image"]], "2.1.1 Start TGI Service": [[45, "start-tgi-service"]], "2.1.1 Whisper Server Image": [[6, "whisper-server-image"]], "2.1.1 use LLM endpoint (will add later)": [[35, "use-llm-endpoint-will-add-later"]], "2.1.2 ASR Service Image": [[6, "asr-service-image"]], "2.1.2 Evaluation of GenAI solutions, including retrieval augmentation:": [[267, "evaluation-of-genai-solutions-including-retrieval-augmentation"]], "2.1.2 Image-to-Video Service Image": [[40, "image-to-video-service-image"]], "2.1.2 LVM Service Image": [[55, "lvm-service-image"]], "2.1.2 Run Docker with CLI": [[30, "run-docker-with-cli"]], "2.1.2 Start Microservice with Python Script": [[3, "start-microservice-with-python-script"]], "2.1.2 Start vLLM Service": [[45, "start-vllm-service"]], "2.1.2 TTS Service Image": [[75, "tts-service-image"]], "2.1.3 Start Ray Service": [[45, "start-ray-service"]], "2.2 Build Docker Image": [[11, "build-docker-image"], [23, "build-docker-image"], [26, "build-docker-image"], [27, "build-docker-image"], [32, "build-docker-image"], [34, "build-docker-image"], [35, "build-docker-image"], [38, "build-docker-image"], [44, "build-docker-image"], [45, "build-docker-image"], [50, "build-docker-image"], [61, "build-docker-image"], [63, "build-docker-image"], [67, "build-docker-image"], [70, "build-docker-image"], [71, "build-docker-image"], [72, "build-docker-image"], [73, "build-docker-image"], [74, "build-docker-image"]], "2.2 Consume Embedding Service": [[23, "id1"], [24, "id1"]], "2.2 Consume LLM Service": [[46, "id1"], [47, "id1"]], "2.2 Launch server": [[22, "launch-server"]], "2.2 Option 2. Start Microservice with Docker": [[3, "option-2-start-microservice-with-docker"]], "2.2 Rag mode": [[42, "rag-mode"]], "2.2 Setup Environment Variables": [[14, "id2"], [17, "id2"], [18, "id2"], [41, "id2"]], "2.2 Setup on Gaudi2": [[30, "setup-on-gaudi2"]], "2.2 Start LLM Service with image built from source": [[45, "start-llm-service-with-image-built-from-source"]], "2.2 Start LLaVA and LVM Service": [[55, "start-llava-and-lvm-service"]], "2.2 Start LVM Microservice (Optional)": [[12, "id2"]], "2.2 Start SVD and Image-to-Video Service": [[40, "start-svd-and-image-to-video-service"]], "2.2 Start Service": [[56, "start-service"]], "2.2 Start SpeechT5 and TTS Service": [[75, "start-speecht5-and-tts-service"]], "2.2 Start Whisper and ASR Service": [[6, "start-whisper-and-asr-service"]], "2.2 vLLM on Gaudi": [[51, "vllm-on-gaudi"], [52, "vllm-on-gaudi"]], "2.2.1 Build Docker Image": [[30, "id1"]], "2.2.1 Build Microservices": [[3, "build-microservices"]], "2.2.1 Setup Environment Variables": [[45, "setup-environment-variables"]], "2.2.1 Start LLaVA server": [[55, "start-llava-server"]], "2.2.1 Start SVD server": [[40, "start-svd-server"]], "2.2.1 Start SpeechT5 Server": [[75, "start-speecht5-server"]], "2.2.1 Start Whisper Server": [[6, "start-whisper-server"]], "2.2.1 TGI": [[45, "tgi"]], "2.2.2 Run Docker with CLI": [[30, "id2"]], "2.2.2 Start ASR service": [[6, "start-asr-service"]], "2.2.2 Start Image-to-Video service": [[40, "start-image-to-video-service"]], "2.2.2 Start LVM service": [[55, "start-lvm-service"]], "2.2.2 Start TTS service": [[75, "start-tts-service"]], "2.2.2 Start microservices": [[3, "start-microservices"]], "2.2.2 vLLM": [[45, "vllm"]], "2.2.3 Ray Serve": [[45, "ray-serve"]], "2.2.3 Test": [[6, "test"], [40, "test"], [55, "test"], [75, "test"]], "2.3 Build Docker Image": [[14, "build-docker-image"], [17, "build-docker-image"], [18, "build-docker-image"], [19, "build-docker-image"], [41, "build-docker-image"]], "2.3 Client test": [[22, "client-test"]], "2.3 Query mode": [[42, "query-mode"]], "2.3 Run Docker": [[61, "run-docker"]], "2.3 Run Docker Container with Microservice": [[32, "run-docker-container-with-microservice"], [38, "run-docker-container-with-microservice"]], "2.3 Run Docker with CLI": [[26, "run-docker-with-cli"], [27, "run-docker-with-cli"], [34, "run-docker-with-cli"], [35, "run-docker-with-cli"], [71, "run-docker-with-cli"]], "2.3 Run Docker with CLI (Option A)": [[11, "run-docker-with-cli-option-a"], [44, "run-docker-with-cli-option-a"], [45, "run-docker-with-cli-option-a"], [50, "run-docker-with-cli-option-a"], [63, "run-docker-with-cli-option-a"], [67, "run-docker-with-cli-option-a"], [70, "run-docker-with-cli-option-a"], [72, "run-docker-with-cli-option-a"], [73, "run-docker-with-cli-option-a"], [74, "run-docker-with-cli-option-a"]], "2.3 Run Docker with Docker Compose": [[23, "run-docker-with-docker-compose"]], "2.3 Setup Environment Variables": [[11, "id2"], [12, "id3"]], "2.3 vLLM with OpenVINO": [[51, "vllm-with-openvino"], [52, "vllm-with-openvino"]], "2.3.1 TGI": [[45, "id1"]], "2.3.2 vLLM": [[45, "id2"]], "2.3.3 Ray Serve": [[45, "id3"]], "2.4 Build Docker Image": [[12, "build-docker-image"]], "2.4 Query the service": [[51, "query-the-service"], [52, "query-the-service"]], "2.4 Run Docker Compose": [[19, "run-docker-compose"]], "2.4 Run Docker with CLI": [[18, "run-docker-with-cli"]], "2.4 Run Docker with CLI (Option A)": [[14, "run-docker-with-cli-option-a"], [17, "run-docker-with-cli-option-a"], [41, "run-docker-with-cli-option-a"]], "2.4 Run Docker with Docker Compose": [[26, "run-docker-with-docker-compose"], [27, "run-docker-with-docker-compose"], [34, "run-docker-with-docker-compose"]], "2.4 Run Docker with Docker Compose (Option B)": [[44, "run-docker-with-docker-compose-option-b"], [45, "run-docker-with-docker-compose-option-b"], [50, "run-docker-with-docker-compose-option-b"], [63, "run-docker-with-docker-compose-option-b"], [67, "run-docker-with-docker-compose-option-b"], [70, "run-docker-with-docker-compose-option-b"], [72, "run-docker-with-docker-compose-option-b"], [73, "run-docker-with-docker-compose-option-b"], [74, "run-docker-with-docker-compose-option-b"]], "2.4 Run with Docker Compose (Option B)": [[11, "run-with-docker-compose-option-b"]], "2.4.1 TGI": [[45, "id4"]], "2.4.2 vLLM": [[45, "id5"]], "2.4.3 Ray Serve": [[45, "id6"]], "2.5 Run Docker with CLI (Option A)": [[12, "run-docker-with-cli-option-a"]], "2.5 Run with Docker Compose (Option B - deprecated, will move to genAIExample in future)": [[17, "run-with-docker-compose-option-b-deprecated-will-move-to-genaiexample-in-future"]], "2.5 Run with Docker Compose (Option B)": [[14, "run-with-docker-compose-option-b"], [41, "run-with-docker-compose-option-b"]], "2.6 Run with Docker Compose (Option B - deprecated, will move to genAIExample in future)": [[12, "run-with-docker-compose-option-b-deprecated-will-move-to-genaiexample-in-future"]], "2.Use GMC to compose a ChatQnA Pipeline": [[234, "use-gmc-to-compose-a-chatqna-pipeline"]], "24-05-16 GenAIExamples-001 Using MicroService to Implement ChatQnA": [[245, "genaiexamples-001-using-microservice-to-implement-chatqna"]], "24-05-16 OPEA-001 Overall Design": [[246, "opea-001-overall-design"]], "24-05-24 OPEA-001 Code Structure": [[247, "opea-001-code-structure"]], "24-06-21-OPEA-001-Guardrails-Gateway": [[248, "opea-001-guardrails-gateway"]], "24-08-02-OPEA-AIAvatarChatbot": [[249, "opea-aiavatarchatbot"]], "24-08-07 OPEA-001 OPEA GenAIStudio": [[250, "opea-001-opea-genaistudio"]], "3 Retriever Microservice": [[115, "retriever-microservice"]], "3. Build LLM Image": [[104, "build-llm-image"], [105, "build-llm-image"]], "3. Build LVM Images": [[161, "build-lvm-images"], [162, "build-lvm-images"]], "3. Build MegaService Docker Image": [[141, "build-megaservice-docker-image"], [150, "build-megaservice-docker-image"], [187, "build-megaservice-docker-image"]], "3. Build Rerank Image": [[111, "build-rerank-image"], [112, "build-rerank-image"], [113, "build-rerank-image"], [114, "build-rerank-image"], [164, "build-rerank-image"], [173, "build-rerank-image"], [174, "build-rerank-image"], [184, "build-rerank-image"]], "3. Build Retriever Image": [[116, "build-retriever-image"]], "3. Build UI Docker Image": [[131, "build-ui-docker-image"], [132, "build-ui-docker-image"], [140, "build-ui-docker-image"], [149, "build-ui-docker-image"], [178, "build-ui-docker-image"], [179, "build-ui-docker-image"], [186, "build-ui-docker-image"]], "3. Build the UI Docker Image": [[123, "build-the-ui-docker-image"], [124, "build-the-ui-docker-image"]], "3. Check docker container log": [[115, "check-docker-container-log"]], "3. Create the index in https://app.pinecone.io/": [[82, "create-the-index-in-https-app-pinecone-io"]], "3. Framework Components, Architecture and Flow": [[267, "framework-components-architecture-and-flow"]], "3. Import Grafana Dashboard": [[92, "import-grafana-dashboard"]], "3. Manage fine-tuning job": [[156, "manage-fine-tuning-job"], [169, "manage-fine-tuning-job"]], "3. Metric for OPEA/chatqna": [[223, "metric-for-opea-chatqna"]], "3. Run Pgvector service": [[81, "run-pgvector-service"]], "3. Run tests": [[110, "run-tests"], [110, "id3"], [110, "id8"]], "3. Start all the services Docker Containers": [[137, "start-all-the-services-docker-containers"], [138, "start-all-the-services-docker-containers"]], "3. TSC Voting": [[241, "tsc-voting"]], "3. Temporary Ban": [[237, "temporary-ban"]], "3. Test ChatQnA service": [[234, "test-chatqna-service"]], "3. Test helm charts": [[195, "test-helm-charts"]], "3.1 Check Service Status": [[26, "check-service-status"], [27, "check-service-status"], [34, "check-service-status"], [43, "check-service-status"], [44, "check-service-status"], [45, "check-service-status"], [50, "check-service-status"], [61, "check-service-status"], [63, "check-service-status"], [66, "check-service-status"], [68, "check-service-status"], [70, "check-service-status"], [71, "check-service-status"], [72, "check-service-status"], [73, "check-service-status"], [74, "check-service-status"]], "3.1 Consume Embedding Service": [[67, "consume-embedding-service"]], "3.1 Consume Upload API": [[11, "consume-upload-api"], [14, "consume-upload-api"]], "3.1 Start with CLI (Option 1)": [[58, "start-with-cli-option-1"]], "3.1 Upload Retrieval File": [[110, "upload-retrieval-file"]], "3.1 Upload a training file": [[30, "upload-a-training-file"]], "3.2 Consume Embedding Service": [[26, "id2"], [27, "id2"], [66, "consume-embedding-service"], [68, "consume-embedding-service"], [70, "consume-embedding-service"], [71, "consume-embedding-service"], [72, "consume-embedding-service"], [74, "consume-embedding-service"]], "3.2 Consume FAQGen LLM Service": [[43, "consume-faqgen-llm-service"]], "3.2 Consume Guardrails Service": [[34, "id1"]], "3.2 Consume LLM Service": [[44, "id1"], [50, "id1"]], "3.2 Consume Reranking Service": [[61, "id1"], [63, "id1"]], "3.2 Consume Retriever Service": [[73, "id1"]], "3.2 Consume get_file API": [[11, "consume-get-file-api"], [14, "consume-get-file-api"]], "3.2 Create fine-tuning job": [[30, "create-fine-tuning-job"]], "3.2 Run Benchmark Test": [[110, "run-benchmark-test"]], "3.2 Start with Docker Compose (Option 2)": [[58, "start-with-docker-compose-option-2"]], "3.2 Verify the LLM Service": [[45, "verify-the-llm-service"]], "3.2.1 Instruction Tuning": [[30, "instruction-tuning"]], "3.2.1 Verify the TGI Service": [[45, "verify-the-tgi-service"]], "3.2.2 Reranking Model Training": [[30, "reranking-model-training"]], "3.2.2 Verify the vLLM Service": [[45, "verify-the-vllm-service"]], "3.2.3 Embedding Model Training": [[30, "embedding-model-training"]], "3.2.3 Verify the Ray Service": [[45, "verify-the-ray-service"]], "3.2.4 LLM Pretraining": [[30, "llm-pretraining"]], "3.3 Consume LLM Service": [[45, "id7"]], "3.3 Consume delete_file API": [[11, "consume-delete-file-api"]], "3.3 Manage fine-tuning job": [[30, "manage-fine-tuning-job"]], "3.4 Leverage fine-tuned model": [[30, "leverage-fine-tuned-model"]], "4 TEI Reranking Service": [[115, "tei-reranking-service"]], "4. Assessing GenAI components and flows": [[267, "assessing-genai-components-and-flows"]], "4. Build CodeGen React UI Docker Image (Optional)": [[123, "build-codegen-react-ui-docker-image-optional"], [124, "build-codegen-react-ui-docker-image-optional"]], "4. Build LLM Image": [[111, "build-llm-image"], [112, "build-llm-image"], [113, "build-llm-image"], [114, "build-llm-image"], [164, "build-llm-image"], [173, "build-llm-image"], [174, "build-llm-image"]], "4. Build LVM Image (Xeon)": [[184, "build-lvm-image-xeon"]], "4. Build Nginx Docker Image": [[131, "build-nginx-docker-image"], [132, "build-nginx-docker-image"], [178, "build-nginx-docker-image"], [179, "build-nginx-docker-image"]], "4. Build React UI Docker Image": [[140, "build-react-ui-docker-image"]], "4. Build Rerank Image": [[116, "build-rerank-image"]], "4. Build TTS Image": [[104, "build-tts-image"], [105, "build-tts-image"]], "4. Build UI Docker Image": [[141, "build-ui-docker-image"], [150, "build-ui-docker-image"], [187, "build-ui-docker-image"]], "4. Build dataprep-multimodal-redis Image": [[161, "build-dataprep-multimodal-redis-image"], [162, "build-dataprep-multimodal-redis-image"]], "4. Build react UI Docker Image (Optional)": [[149, "build-react-ui-docker-image-optional"]], "4. Check each micro service used by the Mega Service": [[115, "check-each-micro-service-used-by-the-mega-service"]], "4. Compliance with Policies": [[241, "compliance-with-policies"]], "4. Data collection": [[110, "data-collection"], [110, "id4"], [110, "id9"]], "4. Delete ChatQnA and GMC": [[234, "delete-chatqna-and-gmc"]], "4. Metric for PCM(Intel\u00ae Performance Counter Monitor)": [[223, "metric-for-pcm-intel-performance-counter-monitor"]], "4. Permanent Ban": [[237, "permanent-ban"]], "4. Pull TGI Xeon Image": [[186, "pull-tgi-xeon-image"]], "4. Test GMC": [[195, "test-gmc"]], "4. Validated Model": [[50, "validated-model"]], "4. Validation": [[137, "validation"], [138, "validation"]], "4.1 Consume Upload API": [[17, "consume-upload-api"]], "4.1 Consume videos_with_transcripts API": [[12, "consume-videos-with-transcripts-api"]], "4.1 Use TGI": [[114, "use-tgi"]], "4.2 Consume generate_transcripts API": [[12, "consume-generate-transcripts-api"]], "4.2 Consume get_file API": [[17, "consume-get-file-api"]], "4.2 Use VLLM": [[114, "use-vllm"]], "4.3 Consume delete_file API": [[14, "consume-delete-file-api"], [17, "consume-delete-file-api"]], "4.3 Consume generate_captions API": [[12, "consume-generate-captions-api"]], "4.3 Use VLLM-on-Ray": [[114, "use-vllm-on-ray"]], "4.4 Consume get_videos API": [[12, "consume-get-videos-api"]], "4.5 Consume delete_videos API": [[12, "consume-delete-videos-api"]], "5 Reranking Microservice": [[115, "reranking-microservice"]], "5. Build Dataprep Image": [[111, "build-dataprep-image"], [112, "build-dataprep-image"], [113, "build-dataprep-image"], [114, "build-dataprep-image"], [164, "build-dataprep-image"], [184, "build-dataprep-image"]], "5. Build LLM Image": [[116, "build-llm-image"]], "5. Build MegaService Docker Image": [[161, "build-megaservice-docker-image"], [162, "build-megaservice-docker-image"], [173, "build-megaservice-docker-image"], [174, "build-megaservice-docker-image"]], "5. Build React UI Docker Image": [[141, "build-react-ui-docker-image"]], "5. Build react UI Docker Image (Optional)": [[150, "build-react-ui-docker-image-optional"]], "5. Clean up": [[110, "clean-up"], [110, "id5"], [110, "id10"]], "5. Community Assets": [[241, "community-assets"]], "5. Customize agent strategy": [[3, "customize-agent-strategy"]], "5. Grading Structure": [[267, "grading-structure"]], "5. Publish images": [[195, "publish-images"]], "5. Trouble shooting": [[137, "trouble-shooting"], [138, "trouble-shooting"]], "6 TGI Service": [[115, "tgi-service"]], "6. Build Dataprep Image": [[116, "build-dataprep-image"]], "6. Build Guardrails Docker Image (Optional)": [[114, "build-guardrails-docker-image-optional"]], "6. Build MegaService Docker Image": [[104, "build-megaservice-docker-image"], [105, "build-megaservice-docker-image"], [111, "build-megaservice-docker-image"], [112, "build-megaservice-docker-image"], [113, "build-megaservice-docker-image"], [184, "build-megaservice-docker-image"]], "6. Build Prompt Registry Image": [[164, "build-prompt-registry-image"]], "6. Build UI Docker Image": [[161, "build-ui-docker-image"], [162, "build-ui-docker-image"], [173, "build-ui-docker-image"]], "6. General Rules and Operations.": [[241, "general-rules-and-operations"]], "6. Reference flows": [[267, "reference-flows"]], "7 LLM Microservice": [[115, "llm-microservice"]], "7. Build Chat History Image": [[164, "build-chat-history-image"]], "7. Build MegaService Docker Image": [[114, "build-megaservice-docker-image"], [116, "build-megaservice-docker-image"]], "7. Build UI Docker Image": [[111, "build-ui-docker-image"], [112, "build-ui-docker-image"], [113, "build-ui-docker-image"], [184, "build-ui-docker-image"]], "7. Intellectual Property Policy": [[241, "intellectual-property-policy"]], "8 MegaService": [[115, "megaservice"]], "8. Amendments": [[241, "amendments"]], "8. Build Conversational React UI Docker Image (Optional)": [[112, "build-conversational-react-ui-docker-image-optional"], [113, "build-conversational-react-ui-docker-image-optional"]], "8. Build MegaService Docker Images": [[164, "build-megaservice-docker-images"]], "8. Build UI Docker Image": [[114, "build-ui-docker-image"], [116, "build-ui-docker-image"]], "8.1 Build ChatQnA MegaService Docker Images": [[164, "build-chatqna-megaservice-docker-images"]], "8.2 Build DocSum Megaservice Docker Images": [[164, "build-docsum-megaservice-docker-images"]], "8.3 Build CodeGen Megaservice Docker Images": [[164, "build-codegen-megaservice-docker-images"]], "8.4 Build FAQGen Megaservice Docker Images": [[164, "build-faqgen-megaservice-docker-images"]], "9. Build Conversational React UI Docker Image (Optional)": [[114, "build-conversational-react-ui-docker-image-optional"]], "9. Build Nginx Docker Image": [[112, "build-nginx-docker-image"]], "9. Build React UI Docker Image (Optional)": [[116, "build-react-ui-docker-image-optional"]], "9. Build UI Docker Image": [[164, "build-ui-docker-image"]], "A1: System Components": [[267, "a1-system-components"]], "A2: SW Architecture": [[267, "a2-sw-architecture"]], "A3: System Flows": [[267, "a3-system-flows"]], "A4.1 End-to-end assessment": [[267, "a4-1-end-to-end-assessment"]], "A4.2 Individual Components Assessment": [[267, "a4-2-individual-components-assessment"]], "A4: Select Specifications": [[267, "a4-select-specifications"]], "A5.1 Performance Grading": [[267, "a5-1-performance-grading"]], "A5.2 Features Grading": [[267, "a5-2-features-grading"]], "A5.3 Trustworthiness Grading": [[267, "a5-3-trustworthiness-grading"]], "A5.4 Enterprise-Ready Grading": [[267, "a5-4-enterprise-ready-grading"]], "A5: Grading": [[267, "a5-grading"]], "A6.1 \u2013 Xeon + Gaudi2 LLM RAG flow for Chat QnA": [[267, "a6-1-xeon-gaudi2-llm-rag-flow-for-chat-qna"]], "A6.2 - Multimodal Chat Over Images and Videos": [[267, "a6-2-multimodal-chat-over-images-and-videos"]], "A6.3 \u2013 Optimized Text and Multimodal RAG pipeline": [[267, "a6-3-optimized-text-and-multimodal-rag-pipeline"]], "A6: Reference Flows": [[267, "a6-reference-flows"]], "AI Models": [[284, "ai-models"], [284, "id2"], [284, "id6"], [284, "id10"], [284, "id14"], [284, "id18"], [284, "id22"]], "AI Tools Integration": [[284, "ai-tools-integration"], [284, "id3"], [284, "id7"], [284, "id11"], [284, "id15"], [284, "id19"], [284, "id23"]], "API Services Table of Contents": [[253, "api-services-table-of-contents"]], "API access": [[48, "api-access"]], "APISIX based implementation for cloud native environments": [[196, "apisix-based-implementation-for-cloud-native-environments"]], "ASR": [[102, "asr"]], "ASR Micro Service": [[253, "asr-micro-service"]], "ASR Microservice": [[6, "asr-microservice"]], "Acknowledgements": [[97, "acknowledgements"]], "Adding Edge Labels": [[256, "adding-edge-labels"]], "Additional Content": [[2, "additional-content"], [88, "additional-content"], [168, "additional-content"], [194, "additional-content"]], "Additional steps if your contribution is Hardware Specific": [[238, "additional-steps-if-your-contribution-is-hardware-specific"]], "Agent Microservice": [[3, "agent-microservice"], [277, "agent-microservice"]], "AgentQnA": [[191, "agentqna"]], "AgentQnA Application": [[265, "agentqna-application"]], "Agents for Question Answering": [[100, "agents-for-question-answering"]], "All The Ways To Contribute": [[238, "all-the-ways-to-contribute"]], "Alternative Tabbed Content": [[254, "alternative-tabbed-content"]], "Alternatives Considered": [[245, "alternatives-considered"], [246, "alternatives-considered"], [248, "alternatives-considered"]], "Appendix A \u2013 Draft OPEA Specifications": [[267, "appendix-a-draft-opea-specifications"]], "Architecture": [[168, "architecture"], [226, "architecture"], [232, "architecture"], [259, "architecture"]], "Architecture and Deploy details": [[109, "architecture-and-deploy-details"]], "Asr Microservice": [[277, "asr-microservice"]], "Attribution": [[237, "attribution"]], "AudioQnA": [[108, "audioqna"], [191, "audioqna"]], "AudioQnA Application": [[102, "audioqna-application"], [265, "audioqna-application"]], "AudioQnA accuracy Evaluation": [[103, "audioqna-accuracy-evaluation"]], "Aug 2024": [[284, "aug-2024"]], "Authentication and Authorization": [[252, "authentication-and-authorization"]], "Authentication and Authorization with APISIX and OIDC based Identity provider (Keycloak)": [[197, "authentication-and-authorization-with-apisix-and-oidc-based-identity-provider-keycloak"]], "Authentication and authorization": [[196, "authentication-and-authorization"]], "Author": [[245, "author"], [246, "author"], [247, "author"], [248, "author"], [249, "author"], [250, "author"]], "Auto-Tuning for ChatQnA: Optimizing Accuracy by Tuning Model Related Parameters": [[91, "auto-tuning-for-chatqna-optimizing-accuracy-by-tuning-model-related-parameters"]], "Auto-Tuning for ChatQnA: Optimizing Resource Allocation in Kubernetes": [[91, "auto-tuning-for-chatqna-optimizing-resource-allocation-in-kubernetes"]], "AutoRAG to evaluate the RAG system performance": [[96, "autorag-to-evaluate-the-rag-system-performance"]], "Avatar Chatbot design": [[249, "avatar-chatbot-design"]], "AvatarChatbot megaservice": [[249, "avatarchatbot-megaservice"]], "Background Colors": [[254, "background-colors"]], "Basic UI": [[260, "basic-ui"], [261, "basic-ui"], [261, "id4"], [263, "basic-ui"], [264, "basic-ui"]], "Basic Usage": [[94, "basic-usage"]], "Benchmark": [[88, "benchmark"]], "Benchmark tool preparation": [[110, "benchmark-tool-preparation"]], "Benchmark with Docker": [[110, "benchmark-with-docker"]], "Bias Detection Microservice": [[32, "bias-detection-microservice"]], "Binaries building": [[226, "binaries-building"]], "Binaries deleting": [[226, "binaries-deleting"]], "Branch-Specific File Links": [[254, "branch-specific-file-links"]], "Build": [[231, "build"]], "Build Dataprep Image": [[260, "build-dataprep-image"], [261, "build-dataprep-image"], [263, "build-dataprep-image"], [264, "build-dataprep-image"]], "Build Docker Image": [[8, "build-docker-image"], [13, "build-docker-image"], [15, "build-docker-image"], [16, "build-docker-image"], [29, "build-docker-image"], [48, "build-docker-image"], [49, "build-docker-image"], [51, "build-docker-image"], [52, "build-docker-image"], [60, "build-docker-image"], [66, "build-docker-image"], [68, "build-docker-image"], [86, "build-docker-image"]], "Build Docker Images": [[25, "build-docker-images"], [33, "build-docker-images"], [36, "build-docker-images"], [37, "build-docker-images"], [39, "build-docker-images"]], "Build Embedding Image": [[260, "build-embedding-image"], [261, "build-embedding-image"], [263, "build-embedding-image"], [264, "build-embedding-image"]], "Build LLM Image": [[260, "build-llm-image"], [263, "build-llm-image"], [264, "build-llm-image"]], "Build Langchain Docker": [[23, "build-langchain-docker"], [24, "build-langchain-docker"]], "Build Mega Service images": [[260, "build-mega-service-images"], [261, "build-mega-service-images"], [263, "build-mega-service-images"], [264, "build-mega-service-images"]], "Build Mega Service of AudioQnA on Gaudi": [[105, "build-mega-service-of-audioqna-on-gaudi"]], "Build Mega Service of AudioQnA on Xeon": [[104, "build-mega-service-of-audioqna-on-xeon"]], "Build Mega Service of ChatQnA (with Qdrant) on Xeon": [[113, "build-mega-service-of-chatqna-with-qdrant-on-xeon"]], "Build Mega Service of ChatQnA on AIPC": [[111, "build-mega-service-of-chatqna-on-aipc"]], "Build Mega Service of ChatQnA on Xeon": [[112, "build-mega-service-of-chatqna-on-xeon"]], "Build Mega Service of CodeTrans on Gaudi": [[132, "build-mega-service-of-codetrans-on-gaudi"]], "Build Mega Service of CodeTrans on Xeon": [[131, "build-mega-service-of-codetrans-on-xeon"]], "Build Mega Service of Document Summarization on Intel Xeon Processor": [[140, "build-mega-service-of-document-summarization-on-intel-xeon-processor"]], "Build Mega Service of FAQ Generation on Intel Xeon Processor": [[149, "build-mega-service-of-faq-generation-on-intel-xeon-processor"]], "Build Mega Service of MultimodalQnA on Gaudi": [[162, "build-mega-service-of-multimodalqna-on-gaudi"]], "Build Mega Service of MultimodalQnA on Xeon": [[161, "build-mega-service-of-multimodalqna-on-xeon"]], "Build Mega Service of Productivity Suite on Xeon": [[164, "build-mega-service-of-productivity-suite-on-xeon"]], "Build Mega Service of SearchQnA on Gaudi": [[174, "build-mega-service-of-searchqna-on-gaudi"]], "Build Mega Service of SearchQnA on Xeon": [[173, "build-mega-service-of-searchqna-on-xeon"]], "Build Mega Service of Translation on Xeon": [[178, "build-mega-service-of-translation-on-xeon"]], "Build Mega Service of VideoQnA on Xeon": [[184, "build-mega-service-of-videoqna-on-xeon"]], "Build Mega Service of VisualQnA on Xeon": [[186, "build-mega-service-of-visualqna-on-xeon"]], "Build MegaService of ChatQnA on Gaudi": [[114, "build-megaservice-of-chatqna-on-gaudi"]], "Build MegaService of ChatQnA on NVIDIA GPU": [[116, "build-megaservice-of-chatqna-on-nvidia-gpu"]], "Build MegaService of CodeGen on Gaudi": [[124, "build-megaservice-of-codegen-on-gaudi"]], "Build MegaService of CodeGen on Xeon": [[123, "build-megaservice-of-codegen-on-xeon"]], "Build MegaService of Document Summarization on Gaudi": [[141, "build-megaservice-of-document-summarization-on-gaudi"]], "Build MegaService of FAQ Generation on Gaudi": [[150, "build-megaservice-of-faq-generation-on-gaudi"]], "Build MegaService of Translation on Gaudi": [[179, "build-megaservice-of-translation-on-gaudi"]], "Build MegaService of VisualQnA on Gaudi": [[187, "build-megaservice-of-visualqna-on-gaudi"]], "Build Other Service images": [[260, "build-other-service-images"], [261, "build-other-service-images"], [263, "build-other-service-images"], [264, "build-other-service-images"]], "Build Rerank Image": [[260, "build-rerank-image"], [261, "build-rerank-image"], [263, "build-rerank-image"], [264, "build-rerank-image"]], "Build Retriever Image": [[260, "build-retriever-image"], [261, "build-retriever-image"], [263, "build-retriever-image"], [264, "build-retriever-image"]], "Build TEI Gaudi Image": [[261, "build-tei-gaudi-image"]], "Build docker": [[51, "build-docker"], [51, "id1"], [51, "id3"], [52, "build-docker"], [52, "id1"], [52, "id3"], [53, "build-docker"], [53, "id1"], [261, "build-docker"]], "Build the UI Image": [[260, "build-the-ui-image"], [261, "build-the-ui-image"], [263, "build-the-ui-image"], [264, "build-the-ui-image"]], "Build/Pull Microservice images": [[260, "build-pull-microservice-images"], [261, "build-pull-microservice-images"], [263, "build-pull-microservice-images"], [264, "build-pull-microservice-images"]], "Building and running": [[80, "building-and-running"]], "CHAT QNA": [[167, "chat-qna"]], "CODEGEN": [[167, "codegen"]], "CPU": [[88, "cpu"]], "CPU service": [[54, "cpu-service"]], "CRAG Benchmark for Agent QnA systems": [[95, "crag-benchmark-for-agent-qna-systems"]], "CRAG dataset": [[95, "crag-dataset"]], "CRUD (Chinese dataset)": [[97, "crud-chinese-dataset"]], "Chat": [[253, "chat"]], "Chat History with MongoDB": [[7, "chat-history-with-mongodb"]], "Chat with AI assistant": [[123, "chat-with-ai-assistant"], [124, "chat-with-ai-assistant"]], "ChatQnA": [[191, "chatqna"], [201, "chatqna"]], "ChatQnA Application": [[109, "chatqna-application"], [265, "chatqna-application"]], "ChatQnA Benchmarking": [[110, "chatqna-benchmarking"]], "ChatQnA Conversational UI": [[119, "chatqna-conversational-ui"]], "ChatQnA Customized UI": [[120, "chatqna-customized-ui"]], "ChatQnA Example Deployment Options": [[262, "chatqna-example-deployment-options"]], "ChatQnA Sample Guide": [[259, "chatqna-sample-guide"]], "ChatQnA Troubleshooting": [[202, "chatqna-troubleshooting"]], "ChatQnA Use Cases in Kubernetes Cluster via GMC": [[227, "chatqna-use-cases-in-kubernetes-cluster-via-gmc"]], "ChatQnA supports multiple LLM models": [[227, "chatqna-supports-multiple-llm-models"]], "ChatQnA with data preparation": [[227, "chatqna-with-data-preparation"]], "Chathistory Microservice": [[277, "chathistory-microservice"]], "Check Env Variables": [[260, "check-env-variables"], [261, "check-env-variables"], [263, "check-env-variables"], [264, "check-env-variables"]], "Check Service Status": [[109, "check-service-status"]], "Check docker container log": [[260, "check-docker-container-log"], [261, "check-docker-container-log"], [263, "check-docker-container-log"], [264, "check-docker-container-log"]], "Check microservice status": [[51, "check-microservice-status"]], "Check the container status": [[260, "check-the-container-status"], [261, "check-the-container-status"], [263, "check-the-container-status"], [264, "check-the-container-status"]], "Check the installation result": [[228, "check-the-installation-result"]], "Citation": [[1, "citation"], [87, "citation"], [98, "citation"], [159, "citation"], [193, "citation"]], "Clean Microservices": [[184, "clean-microservices"]], "Clean up": [[110, "id13"]], "Clone OPEA GenAIComps": [[45, "clone-opea-genaicomps"]], "Cloud Native": [[262, "cloud-native"]], "Code Gen": [[128, "code-gen"], [129, "code-gen"]], "Code Generation Application": [[121, "code-generation-application"]], "Code Suggestion": [[123, "code-suggestion"], [124, "code-suggestion"]], "Code Translation": [[135, "code-translation"]], "Code Translation Application": [[130, "code-translation-application"]], "Code and Command Examples": [[254, "code-and-command-examples"]], "CodeGen": [[191, "codegen"], [203, "codegen"]], "CodeGen Application": [[265, "codegen-application"]], "CodeGen accuracy Evaluation": [[122, "codegen-accuracy-evaluation"]], "CodeTrans": [[191, "codetrans"], [204, "codetrans"]], "CodeTrans Application": [[265, "codetrans-application"]], "Coding Guides": [[257, "coding-guides"]], "Community Discussions": [[238, "community-discussions"]], "Community Support": [[243, "community-support"]], "Compatibility": [[245, "compatibility"], [246, "compatibility"], [248, "compatibility"], [249, "compatibility"], [250, "compatibility"]], "Components": [[200, "components"]], "Configuration": [[80, "configuration"], [90, "configuration"]], "Configuration Files": [[91, "configuration-files"]], "Configuration file": [[94, "configuration-file"]], "Configure": [[89, "configure"]], "Configuring the ingress gateway": [[232, "configuring-the-ingress-gateway"]], "Constructing Services with yaml": [[245, "constructing-services-with-yaml"]], "Consume Chat Service": [[109, "consume-chat-service"]], "Consume ChatQnA Service with RAG": [[109, "consume-chatqna-service-with-rag"]], "Consume Code Translation Service": [[130, "consume-code-translation-service"]], "Consume CodeGen Service": [[121, "consume-codegen-service"]], "Consume Document Summarization Service": [[139, "consume-document-summarization-service"]], "Consume Instruction Tuning Service": [[156, "consume-instruction-tuning-service"]], "Consume Rerank Model Finetuning Service": [[169, "consume-rerank-model-finetuning-service"]], "Consume SearchQnA Service": [[172, "consume-searchqna-service"]], "Consume Web Retriever Service": [[86, "consume-web-retriever-service"]], "Consume retrieval tool": [[101, "consume-retrieval-tool"]], "Consume the Ollama Microservice": [[48, "consume-the-ollama-microservice"]], "Consume the Prediction Guard Microservice": [[49, "consume-the-prediction-guard-microservice"]], "Consume the microservice": [[51, "consume-the-microservice"]], "Consume vLLM Service": [[51, "consume-vllm-service"]], "Content Highlighting": [[254, "content-highlighting"]], "Continuous Integration (CICD) owners": [[242, "continuous-integration-cicd-owners"]], "Contribute a GenAI Component": [[238, "contribute-a-genai-component"]], "Contribute a GenAI Example": [[238, "contribute-a-genai-example"]], "Contributing Guides": [[243, "contributing-guides"]], "Contributing to OPEA": [[2, "contributing-to-opea"], [168, "contributing-to-opea"]], "Contribution": [[284, "contribution"], [284, "id1"], [284, "id5"], [284, "id9"], [284, "id13"], [284, "id17"], [284, "id21"]], "Contribution Guidelines": [[238, "contribution-guidelines"]], "Contributor Covenant Code of Conduct": [[237, "contributor-covenant-code-of-conduct"], [238, "contributor-covenant-code-of-conduct"]], "Conversational UI": [[260, "conversational-ui"], [261, "conversational-ui"], [261, "id5"], [263, "conversational-ui"], [264, "conversational-ui"]], "Cores Microservice": [[277, "cores-microservice"]], "Create AWS EKS Cluster in AWS Console": [[272, "create-aws-eks-cluster-in-aws-console"]], "Create Pull Request": [[238, "create-pull-request"]], "Create a new index from a loader": [[78, "create-a-new-index-from-a-loader"]], "Create a new index from texts": [[78, "create-a-new-index-from-texts"]], "Current Approach": [[250, "current-approach"]], "Customize": [[123, "customize"], [124, "customize"]], "DATA SOURCE": [[167, "data-source"]], "DOC SUMMARY": [[167, "doc-summary"]], "Data collection": [[110, "id12"]], "Dataprep": [[260, "dataprep"], [261, "dataprep"], [263, "dataprep"], [264, "dataprep"]], "Dataprep Microservice": [[10, "dataprep-microservice"], [277, "dataprep-microservice"]], "Dataprep Microservice for Multimodal Data with Redis": [[12, "dataprep-microservice-for-multimodal-data-with-redis"]], "Dataprep Microservice with Milvus": [[10, "dataprep-microservice-with-milvus"], [11, "dataprep-microservice-with-milvus"]], "Dataprep Microservice with Multimodal": [[10, "dataprep-microservice-with-multimodal"]], "Dataprep Microservice with Neo4J": [[13, "dataprep-microservice-with-neo4j"]], "Dataprep Microservice with PGVector": [[10, "dataprep-microservice-with-pgvector"], [14, "dataprep-microservice-with-pgvector"]], "Dataprep Microservice with Pinecone": [[10, "dataprep-microservice-with-pinecone"], [15, "dataprep-microservice-with-pinecone"]], "Dataprep Microservice with Qdrant": [[10, "dataprep-microservice-with-qdrant"], [16, "dataprep-microservice-with-qdrant"]], "Dataprep Microservice with Redis": [[10, "dataprep-microservice-with-redis"], [17, "dataprep-microservice-with-redis"]], "Dataprep Microservice with VDMS": [[10, "dataprep-microservice-with-vdms"], [18, "dataprep-microservice-with-vdms"]], "Dataprep Microservice\uff08Optional\uff09": [[260, "dataprep-microservice-optional"], [261, "dataprep-microservice-optional"], [263, "dataprep-microservice-optional"], [264, "dataprep-microservice-optional"]], "Dataset": [[103, "dataset"], [148, "dataset"]], "Delete Ray Cluster with Autoscaling": [[235, "delete-ray-cluster-with-autoscaling"]], "Delete all uploaded files and links": [[260, "delete-all-uploaded-files-and-links"], [261, "delete-all-uploaded-files-and-links"], [263, "delete-all-uploaded-files-and-links"], [264, "delete-all-uploaded-files-and-links"]], "Delete file": [[260, "delete-file"], [261, "delete-file"], [263, "delete-file"], [264, "delete-file"]], "Delete link": [[260, "delete-link"], [261, "delete-link"], [263, "delete-link"], [264, "delete-link"]], "Deploy AudioQnA Service": [[102, "deploy-audioqna-service"]], "Deploy AudioQnA in Kubernetes Cluster on Xeon and Gaudi": [[107, "deploy-audioqna-in-kubernetes-cluster-on-xeon-and-gaudi"]], "Deploy AudioQnA in a Kubernetes Cluster": [[106, "deploy-audioqna-in-a-kubernetes-cluster"]], "Deploy AudioQnA on Gaudi": [[102, "deploy-audioqna-on-gaudi"]], "Deploy AudioQnA on Xeon": [[102, "deploy-audioqna-on-xeon"]], "Deploy AudioQnA pipeline": [[107, "deploy-audioqna-pipeline"]], "Deploy Autoscaling Ray Cluster with KubeRay in Kubernetes Cluster": [[235, "deploy-autoscaling-ray-cluster-with-kuberay-in-kubernetes-cluster"]], "Deploy ChatQnA Megaservice and Microservices": [[268, "deploy-chatqna-megaservice-and-microservices"]], "Deploy ChatQnA Service": [[109, "deploy-chatqna-service"]], "Deploy ChatQnA in Kubernetes Cluster": [[117, "deploy-chatqna-in-kubernetes-cluster"]], "Deploy ChatQnA in Kubernetes Cluster on Xeon and Gaudi": [[118, "deploy-chatqna-in-kubernetes-cluster-on-xeon-and-gaudi"]], "Deploy ChatQnA into Kubernetes on Xeon & Gaudi with GMC": [[109, "deploy-chatqna-into-kubernetes-on-xeon-gaudi-with-gmc"]], "Deploy ChatQnA into Kubernetes on Xeon & Gaudi without GMC": [[109, "deploy-chatqna-into-kubernetes-on-xeon-gaudi-without-gmc"]], "Deploy ChatQnA into Kubernetes using Helm Chart": [[109, "deploy-chatqna-into-kubernetes-using-helm-chart"]], "Deploy ChatQnA on AI PC": [[109, "deploy-chatqna-on-ai-pc"]], "Deploy ChatQnA on Gaudi": [[109, "deploy-chatqna-on-gaudi"], [110, "deploy-chatqna-on-gaudi"]], "Deploy ChatQnA on NVIDIA GPU": [[109, "deploy-chatqna-on-nvidia-gpu"], [110, "deploy-chatqna-on-nvidia-gpu"]], "Deploy ChatQnA on Red Hat OpenShift Container Platform (RHOCP)": [[109, "deploy-chatqna-on-red-hat-openshift-container-platform-rhocp"]], "Deploy ChatQnA on Xeon": [[109, "deploy-chatqna-on-xeon"], [110, "deploy-chatqna-on-xeon"]], "Deploy ChatQnA pipeline": [[118, "deploy-chatqna-pipeline"], [227, "deploy-chatqna-pipeline"]], "Deploy ChatQnA service with Docker": [[110, "deploy-chatqna-service-with-docker"]], "Deploy Code Translation Service": [[130, "deploy-code-translation-service"]], "Deploy Code Translation on Gaudi": [[130, "deploy-code-translation-on-gaudi"]], "Deploy Code Translation on Xeon": [[130, "deploy-code-translation-on-xeon"]], "Deploy CodeGen Service": [[121, "deploy-codegen-service"]], "Deploy CodeGen in Kubernetes Cluster": [[125, "deploy-codegen-in-kubernetes-cluster"]], "Deploy CodeGen in a Kubernetes Cluster": [[126, "deploy-codegen-in-a-kubernetes-cluster"]], "Deploy CodeGen into Kubernetes using Helm Chart": [[121, "deploy-codegen-into-kubernetes-using-helm-chart"]], "Deploy CodeGen on Gaudi": [[121, "deploy-codegen-on-gaudi"]], "Deploy CodeGen on Xeon": [[121, "deploy-codegen-on-xeon"]], "Deploy CodeGen using Docker": [[121, "deploy-codegen-using-docker"]], "Deploy CodeGen using Kubernetes": [[121, "deploy-codegen-using-kubernetes"]], "Deploy CodeGen with ReactUI": [[127, "deploy-codegen-with-reactui"]], "Deploy CodeTrans in Kubernetes Cluster": [[133, "deploy-codetrans-in-kubernetes-cluster"]], "Deploy CodeTrans in a Kubernetes Cluster": [[134, "deploy-codetrans-in-a-kubernetes-cluster"]], "Deploy CodeTrans into Kubernetes using Helm Chart": [[130, "deploy-codetrans-into-kubernetes-using-helm-chart"]], "Deploy DocSum in Kubernetes Cluster": [[142, "deploy-docsum-in-kubernetes-cluster"], [143, "deploy-docsum-in-kubernetes-cluster"]], "Deploy DocSum into Kubernetes using Helm Chart": [[139, "deploy-docsum-into-kubernetes-using-helm-chart"]], "Deploy DocSum with ReactUI": [[144, "deploy-docsum-with-reactui"]], "Deploy Document Summarization Service": [[139, "deploy-document-summarization-service"]], "Deploy Examples": [[168, "deploy-examples"]], "Deploy FAQ Generation Service": [[147, "deploy-faq-generation-service"]], "Deploy FAQ Generation on Gaudi": [[147, "deploy-faq-generation-on-gaudi"]], "Deploy FAQ Generation on Xeon": [[147, "deploy-faq-generation-on-xeon"]], "Deploy FaqGen in Kubernetes Cluster": [[151, "deploy-faqgen-in-kubernetes-cluster"]], "Deploy FaqGen with ReactUI": [[153, "deploy-faqgen-with-reactui"]], "Deploy Instruction Tuning Service": [[156, "deploy-instruction-tuning-service"]], "Deploy Instruction Tuning Service on Gaudi": [[156, "deploy-instruction-tuning-service-on-gaudi"], [158, "deploy-instruction-tuning-service-on-gaudi"]], "Deploy Instruction Tuning Service on Xeon": [[156, "deploy-instruction-tuning-service-on-xeon"], [157, "deploy-instruction-tuning-service-on-xeon"]], "Deploy Kubernetes add-ons for OPEA": [[224, "deploy-kubernetes-add-ons-for-opea"]], "Deploy MultimodalQnA Service": [[160, "deploy-multimodalqna-service"]], "Deploy MultimodalQnA on Gaudi": [[160, "deploy-multimodalqna-on-gaudi"]], "Deploy MultimodalQnA on Xeon": [[160, "deploy-multimodalqna-on-xeon"]], "Deploy On Gaudi": [[106, "deploy-on-gaudi"], [117, "deploy-on-gaudi"], [125, "deploy-on-gaudi"], [133, "deploy-on-gaudi"], [142, "deploy-on-gaudi"], [151, "deploy-on-gaudi"], [180, "deploy-on-gaudi"], [188, "deploy-on-gaudi"]], "Deploy On Xeon": [[106, "deploy-on-xeon"], [117, "deploy-on-xeon"], [125, "deploy-on-xeon"], [133, "deploy-on-xeon"], [142, "deploy-on-xeon"], [151, "deploy-on-xeon"], [180, "deploy-on-xeon"], [188, "deploy-on-xeon"]], "Deploy Rerank Model Finetuning Service": [[169, "deploy-rerank-model-finetuning-service"]], "Deploy Rerank Model Finetuning Service on Gaudi": [[169, "deploy-rerank-model-finetuning-service-on-gaudi"], [171, "deploy-rerank-model-finetuning-service-on-gaudi"]], "Deploy Rerank Model Finetuning Service on Xeon": [[169, "deploy-rerank-model-finetuning-service-on-xeon"], [170, "deploy-rerank-model-finetuning-service-on-xeon"]], "Deploy SearchQnA Service": [[172, "deploy-searchqna-service"]], "Deploy SearchQnA in a Kubernetes Cluster": [[175, "deploy-searchqna-in-a-kubernetes-cluster"]], "Deploy SearchQnA on Gaudi": [[172, "deploy-searchqna-on-gaudi"]], "Deploy SearchQnA on Xeon": [[172, "deploy-searchqna-on-xeon"]], "Deploy Translation Service": [[177, "deploy-translation-service"]], "Deploy Translation in Kubernetes Cluster": [[180, "deploy-translation-in-kubernetes-cluster"]], "Deploy Translation in a Kubernetes Cluster": [[181, "deploy-translation-in-a-kubernetes-cluster"]], "Deploy Translation on Gaudi": [[177, "deploy-translation-on-gaudi"]], "Deploy Translation on Xeon": [[177, "deploy-translation-on-xeon"]], "Deploy UI": [[151, "deploy-ui"]], "Deploy VideoQnA Service": [[183, "deploy-videoqna-service"]], "Deploy VideoQnA on Xeon": [[183, "deploy-videoqna-on-xeon"]], "Deploy VisualQnA Service": [[185, "deploy-visualqna-service"]], "Deploy VisualQnA in Kubernetes Cluster": [[188, "deploy-visualqna-in-kubernetes-cluster"]], "Deploy VisualQnA in a Kubernetes Cluster": [[189, "deploy-visualqna-in-a-kubernetes-cluster"]], "Deploy VisualQnA on Gaudi": [[185, "deploy-visualqna-on-gaudi"]], "Deploy VisualQnA on Xeon": [[185, "deploy-visualqna-on-xeon"]], "Deploy on Gaudi": [[139, "deploy-on-gaudi"]], "Deploy on Xeon": [[139, "deploy-on-xeon"]], "Deploy the RAG application": [[126, "deploy-the-rag-application"], [134, "deploy-the-rag-application"], [175, "deploy-the-rag-application"], [181, "deploy-the-rag-application"]], "Deploy the RAG pipeline": [[143, "deploy-the-rag-pipeline"]], "Deploy the VisualQnA application": [[189, "deploy-the-visualqna-application"]], "Deploy the use case": [[260, "deploy-the-use-case"], [261, "deploy-the-use-case"], [263, "deploy-the-use-case"], [264, "deploy-the-use-case"]], "Deploy using Docker": [[139, "deploy-using-docker"]], "Deploy using Kubernetes with GMC": [[130, 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Space": [[250, "design-space"]], "Details": [[281, "details"], [282, "details"], [283, "details"]], "Developer Guides": [[257, "developer-guides"]], "Development": [[192, "development"], [231, "development"]], "Do I need to be a Linux Foundation member to join?": [[266, "do-i-need-to-be-a-linux-foundation-member-to-join"]], "Doc Summary": [[146, "doc-summary"]], "Doc Summary React": [[145, "doc-summary-react"], [154, "doc-summary-react"]], "DocIndexRetriever": [[191, "docindexretriever"]], "DocIndexRetriever Application": [[265, "docindexretriever-application"]], "DocRetriever Application": [[136, "docretriever-application"]], "DocRetriever Application with Docker": [[137, "docretriever-application-with-docker"], [138, "docretriever-application-with-docker"]], "DocSum": [[191, "docsum"], [221, "docsum"]], "DocSum Application": [[265, "docsum-application"]], "Docker Images": [[190, "docker-images"]], "Docker images building": [[226, "docker-images-building"]], "Document Summarization Application": [[139, "document-summarization-application"]], "Document Summary TGI Microservice": [[44, "document-summary-tgi-microservice"]], "Document Versioning": [[255, "document-versioning"]], "Documentation": [[238, "documentation"]], "Documentation Generation": [[254, "documentation-generation"]], "Documentation Guidelines": [[254, "documentation-guidelines"]], "Documentation Guides": [[257, "documentation-guides"]], "Documentation Organization": [[254, "documentation-organization"]], "Documentation Overview": [[255, "documentation-overview"]], "Documentation Presentation Theme": [[255, "documentation-presentation-theme"]], "Drawings": [[254, "drawings"]], "Drawings Using Graphviz": [[256, "drawings-using-graphviz"]], "Dump the configuration": [[93, "dump-the-configuration"]], "Embedding": [[253, "embedding"]], "Embedding Generation Prediction Guard Microservice": [[25, "embedding-generation-prediction-guard-microservice"]], "Embedding Micro Service": [[253, "embedding-micro-service"]], "Embedding Microservice": [[260, "embedding-microservice"], [261, "embedding-microservice"], [263, "embedding-microservice"], [264, "embedding-microservice"]], "Embedding Server": [[22, "embedding-server"]], "Embedding Service": [[260, "embedding-service"], [261, "embedding-service"], [263, "embedding-service"], [264, "embedding-service"]], "Embeddings Microservice": [[20, "embeddings-microservice"], [277, "embeddings-microservice"]], "Embeddings Microservice with Langchain TEI": [[26, "embeddings-microservice-with-langchain-tei"]], "Embeddings Microservice with Llama Index TEI": [[27, "embeddings-microservice-with-llama-index-tei"]], "Embeddings Microservice with Mosec": [[20, "embeddings-microservice-with-mosec"]], "Embeddings Microservice with Multimodal": [[20, "embeddings-microservice-with-multimodal"]], "Embeddings Microservice with Multimodal Clip": [[20, "embeddings-microservice-with-multimodal-clip"]], "Embeddings Microservice with Prediction Guard": [[20, "embeddings-microservice-with-prediction-guard"]], "Embeddings Microservice with TEI": [[20, "embeddings-microservice-with-tei"]], "Enable HPA": [[199, "enable-hpa"]], "Enable NRI in Containerd": [[225, "enable-nri-in-containerd"]], "Enable RDT": [[225, "enable-rdt"]], "Enforcement": [[237, "enforcement"]], "Enforcement Guidelines": [[237, "enforcement-guidelines"]], "Enforcement Responsibilities": [[237, "enforcement-responsibilities"]], "Enterprise Readiness Grade": [[267, "enterprise-readiness-grade"]], "Enterprise readiness": [[267, "enterprise-readiness"]], "Environment": [[97, "environment"]], "Evaluate": [[103, "evaluate"], [148, "evaluate"]], "Evaluate with Ragas": [[148, "evaluate-with-ragas"]], "Evaluating GenAI": [[258, "evaluating-genai"]], "Evaluation": [[88, "evaluation"], [97, "evaluation"], [97, "id3"], [103, "evaluation"]], "Evaluation FAQs": [[122, "evaluation-faqs"]], "Evaluation Framework": [[122, "evaluation-framework"]], "Evaluation Methodology": [[97, "evaluation-methodology"]], "Example Code for Customizing Gateway": [[245, "example-code-for-customizing-gateway"]], "Example Python Code for Constructing Services": [[245, "example-python-code-for-constructing-services"]], "Example images": [[190, "example-images"]], "Examples": [[98, "examples"], [200, "examples"]], "Expected Output": [[259, "expected-output"]], "FAQ Generation": [[155, "faq-generation"]], "FAQ Generation Application": [[147, "faq-generation-application"]], "FAQ Generator": [[167, "faq-generator"]], "FAQ and Troubleshooting": [[234, "faq-and-troubleshooting"]], "Factuality Check Prediction Guard Microservice": [[33, "factuality-check-prediction-guard-microservice"]], "FaqGen": [[191, "faqgen"]], "FaqGen Application": [[265, "faqgen-application"]], "FaqGen Evaluation": [[148, "faqgen-evaluation"]], "Features": [[88, "features"], [90, "features"], [231, "features"]], "Features / Functionality": [[267, "features-functionality"]], "Features Grade": [[267, "features-grade"]], "Feedback Management with MongoDB": [[28, "feedback-management-with-mongodb"]], "Feedback_management Microservice": [[277, "feedback-management-microservice"]], "File Names and Commands": [[254, "file-names-and-commands"]], "Filter Expected Warnings": [[255, "filter-expected-warnings"]], "Fine-tuning Microservice": [[30, "fine-tuning-microservice"]], "Finetuning Microservice": [[277, "finetuning-microservice"]], "Finite-State Machine": [[256, "finite-state-machine"]], "First Instruction Step": [[254, "first-instruction-step"]], "Four node test": [[110, "four-node-test"]], "From Source Code": [[200, "from-source-code"]], "Frontend UI": [[249, "frontend-ui"]], "Further References": [[98, "further-references"]], "Future Development": [[32, "future-development"], [38, "future-development"]], "GMC Deployment on K8s cluster": [[226, "gmc-deployment-on-k8s-cluster"]], "GMC build": [[226, "gmc-build"]], "Gateway": [[2, "gateway"], [245, "gateway"]], "Gateways: Customized Access to Mega- and Microservices": [[276, "gateways-customized-access-to-mega-and-microservices"]], "Gaudi2": [[88, "gaudi2"]], "GenAI Examples": [[265, "genai-examples"]], "GenAI Microservices": [[277, "genai-microservices"]], "GenAI Studio Approach": [[250, "genai-studio-approach"]], "GenAI Studio High Level Architecture": [[250, "genai-studio-high-level-architecture"]], "GenAI-microservices-connector(GMC)": [[270, "genai-microservices-connector-gmc"]], "GenAI-microservices-connector(GMC) Installation": [[270, "genai-microservices-connector-gmc-installation"]], "GenAIComps": [[2, "genaicomps"], [279, "genaicomps"], [280, "genaicomps"]], "GenAIComps Repository Code Owners": [[242, "genaicomps-repository-code-owners"]], "GenAIEval": [[88, "genaieval"]], "GenAIEval Repository Code Owners": [[242, "genaieval-repository-code-owners"]], "GenAIEvals": [[279, "genaievals"], [280, "genaievals"]], "GenAIExamples": [[279, "genaiexamples"], [280, "genaiexamples"]], "GenAIExamples Repository Code Owners": [[242, "genaiexamples-repository-code-owners"]], "GenAIInfra": [[194, "genaiinfra"], [279, "genaiinfra"], [280, "genaiinfra"]], "GenAIInfra Repository Code Owners": [[242, "genaiinfra-repository-code-owners"]], "General ChatQnA with preset RAG data": [[227, "general-chatqna-with-preset-rag-data"]], "General Metrics": [[9, "general-metrics"]], "Generate FAQs": [[148, "generate-faqs"]], "Generate FAQs with microservice": [[148, "generate-faqs-with-microservice"]], "Generate manifests from Helm Charts": [[200, "generate-manifests-from-helm-charts"]], "Generate the test output report": [[93, "generate-the-test-output-report"]], "Generation and Evaluation": [[122, "generation-and-evaluation"]], "Generative AI Components (GenAIComps)": [[2, "generative-ai-components-genaicomps"]], "Generative AI Examples": [[168, "generative-ai-examples"]], "Get Started": [[48, "get-started"], [49, "get-started"]], "Getting Started": [[77, "getting-started"], [110, "getting-started"], [168, "getting-started"], [226, "getting-started"]], "Getting Started with OPEA": [[268, "getting-started-with-opea"]], "Getting started": [[95, "getting-started"], [100, "getting-started"]], "Glossary of Terms": [[269, "glossary-of-terms"]], "Gotchas": [[199, "gotchas"]], "Grafana Dashboards": [[88, "grafana-dashboards"]], "Guardrail Microservice": [[261, "guardrail-microservice"]], "Guardrails": [[232, "guardrails"]], "Guardrails (optional)": [[261, "guardrails-optional"]], "Guardrails Microservice": [[34, "guardrails-microservice"], [277, "guardrails-microservice"]], "Hardrware_info.json": [[91, "hardrware-info-json"]], "Headings": [[254, "headings"]], "Health check the vector store": [[80, "health-check-the-vector-store"]], "Helm Charts": [[200, "helm-charts"], [252, "helm-charts"]], "Helm Charts Options": [[200, "helm-charts-options"]], "Helm chart for genai-microservices-connector(GMC)": [[228, "helm-chart-for-genai-microservices-connector-gmc"]], "Helm charts for deploying GenAI Components and Examples": [[200, "helm-charts-for-deploying-genai-components-and-examples"]], "HorizontalPodAutoscaler (HPA) support": [[199, "horizontalpodautoscaler-hpa-support"]], "How It Works": [[259, "how-it-works"]], "How do I pronounce OPEA?": [[266, "how-do-i-pronounce-opea"]], "How does it compare to other options for deploying Gen AI solutions within the enterprise?": [[266, "how-does-it-compare-to-other-options-for-deploying-gen-ai-solutions-within-the-enterprise"]], "How to Check and Validate Micro Service in the GenAI Example": [[115, "how-to-check-and-validate-micro-service-in-the-genai-example"]], "How to Use": [[98, "how-to-use"], [123, "how-to-use"], [124, "how-to-use"]], "How to build the binary and setup?": [[225, "how-to-build-the-binary-and-setup"]], "How to build the docker image and setup?": [[225, "how-to-build-the-docker-image-and-setup"]], "How to config proxy?": [[274, "how-to-config-proxy"]], "How to delete binary?": [[225, "how-to-delete-binary"]], "How to deploy a single node Kubernetes?": [[274, "how-to-deploy-a-single-node-kubernetes"]], "How to deploy on the K8s cluster?": [[225, "how-to-deploy-on-the-k8s-cluster"]], "How to register your own tools with agent": [[100, "how-to-register-your-own-tools-with-agent"]], "How to scale Kubernetes cluster to add more nodes?": [[274, "how-to-scale-kubernetes-cluster-to-add-more-nodes"]], "How to use": [[88, "how-to-use"]], "How-To Setup Observability for OPEA Workload in Kubernetes": [[223, "how-to-setup-observability-for-opea-workload-in-kubernetes"]], "IMPORTANT NOTE": [[201, "important-note"], [203, "important-note"]], "Image-to-Video Microservice": [[40, "image-to-video-microservice"]], "Image2video Microservice": [[277, "image2video-microservice"]], "Images": [[254, "images"]], "In the terminal": [[48, "in-the-terminal"]], "Index data into vector database": [[101, "index-data-into-vector-database"]], "Inference In Place": [[248, "inference-in-place"]], "Input and output": [[35, "input-and-output"]], "Inputs": [[98, "inputs"]], "Install": [[89, "install"], [197, "install"], [199, "install"]], "Install Copilot VSCode extension from Plugin Marketplace as the frontend": [[123, "install-copilot-vscode-extension-from-plugin-marketplace-as-the-frontend"], [124, "install-copilot-vscode-extension-from-plugin-marketplace-as-the-frontend"]], "Install GMC": [[270, "install-gmc"]], "Install KubeRay": [[235, "install-kuberay"]], "Install Requirements": [[10, "install-requirements"], [13, "install-requirements"], [15, "install-requirements"], [16, "install-requirements"], [66, "install-requirements"], [68, "install-requirements"]], "Install the Chart": [[210, "install-the-chart"]], "Install the Documentation Tools": [[255, "install-the-documentation-tools"]], "Installation": [[2, "installation"], [88, "installation"], [90, "installation"], [93, "installation"]], "Installation Guides": [[252, "installation-guides"]], "Installing the Chart": [[201, "installing-the-chart"], [203, "installing-the-chart"], [204, "installing-the-chart"], [213, "installing-the-chart"], [214, "installing-the-chart"], [215, "installing-the-chart"], [216, "installing-the-chart"], [218, "installing-the-chart"], [220, "installing-the-chart"], [221, "installing-the-chart"]], "Installing the GMC Helm Chart": [[228, "installing-the-gmc-helm-chart"]], "Instruction Steps": [[254, "instruction-steps"]], "Instruction Tuning": [[156, "instruction-tuning"]], "InstructionTuning": [[191, "instructiontuning"]], "InstructionTuning Application": [[265, "instructiontuning-application"]], "Integrating Guardrails in the ingress gateway": [[232, "integrating-guardrails-in-the-ingress-gateway"]], "Intel\u00ae Gaudi\u00ae Base Operator for Kubernetes": [[222, "intel-gaudi-base-operator-for-kubernetes"]], "Intended Uses": [[98, "intended-uses"]], "Intent Detection Microservice by TGI": [[41, "intent-detection-microservice-by-tgi"]], "Intent_detection Microservice": [[277, "intent-detection-microservice"]], "Interact with ChatQnA Megaservice and Microservice": [[268, "interact-with-chatqna-megaservice-and-microservice"]], "Interacting with ChatQnA deployment": [[260, "interacting-with-chatqna-deployment"], [261, "interacting-with-chatqna-deployment"], [263, "interacting-with-chatqna-deployment"], [264, "interacting-with-chatqna-deployment"]], "Internal Cross-Reference Linking": [[254, "internal-cross-reference-linking"]], "Introduction": [[32, "introduction"], [38, "introduction"], [48, "introduction"], [77, "introduction"], [89, "introduction"], [97, "introduction"], [168, "introduction"], [199, "introduction"], [226, "introduction"]], "Invoke Microservice": [[13, "invoke-microservice"], [15, "invoke-microservice"], [16, "invoke-microservice"]], "Is there a cost for joining?": [[266, "is-there-a-cost-for-joining"]], "Istio based implementation for cloud native environments": [[196, "istio-based-implementation-for-cloud-native-environments"]], "July 2024": [[284, "july-2024"]], "June 2024": [[284, "june-2024"]], "Key Features": [[91, "key-features"]], "Key Implementation Details": [[259, "key-implementation-details"]], "Knowledge Graph Microservice": [[42, "knowledge-graph-microservice"]], "Knowledgegraphs Microservice": [[277, "knowledgegraphs-microservice"]], "Kubernetes": [[262, "kubernetes"]], "Kubernetes Addons": [[252, "kubernetes-addons"]], "Kubernetes Cluster Example": [[110, "kubernetes-cluster-example"]], "Kubernetes Installation Options": [[271, "kubernetes-installation-options"]], "Kubernetes Installation using AWS EKS Cluster": [[272, "kubernetes-installation-using-aws-eks-cluster"]], "Kubernetes Platform Optimization with Resource Management": [[89, "kubernetes-platform-optimization-with-resource-management"]], "Kubernetes installation demo using kubeadm": [[273, "kubernetes-installation-demo-using-kubeadm"]], "Kubernetes installation using Kubespray": [[274, "kubernetes-installation-using-kubespray"]], "Kubernetes platform optimization": [[88, "kubernetes-platform-optimization"]], "LLM Generation Micro Service": [[253, "llm-generation-micro-service"]], "LLM Microservice": [[45, "llm-microservice"], [260, "llm-microservice"], [261, "llm-microservice"], [263, "llm-microservice"], [264, "llm-microservice"]], "LLM Native Microservice": [[46, "llm-native-microservice"], [47, "llm-native-microservice"]], "LLM Service": [[260, "llm-service"], [261, "llm-service"], [261, "id1"], [263, "llm-service"], [264, "llm-service"]], "LM-Eval Microservice": [[54, "lm-eval-microservice"]], "LVM Microservice": [[55, "lvm-microservice"], [57, "lvm-microservice"]], "LVM Prediction Guard Microservice": [[56, "lvm-prediction-guard-microservice"]], "Language Translation": [[182, "language-translation"], [191, "language-translation"]], "Launch ASR microservice": [[103, "launch-asr-microservice"]], "Launch CodeGen microservice": [[122, "launch-codegen-microservice"]], "Launch FaQGen microservice": [[148, "launch-faqgen-microservice"]], "Launch HuggingFace endpoint on Intel\u2019s Gaudi machines": [[99, "launch-huggingface-endpoint-on-intel-s-gaudi-machines"]], "Launch Service of LLM-as-a-Judge": [[97, "launch-service-of-llm-as-a-judge"]], "Launch Service of RAG System": [[97, "launch-service-of-rag-system"], [97, "id2"]], "Launch TGI service": [[148, "launch-tgi-service"]], "Launch UI": [[260, "launch-ui"], [261, "launch-ui"], [261, "id3"], [263, "launch-ui"], [264, "launch-ui"]], "Launch agent QnA system": [[95, "launch-agent-qna-system"]], "Launch microservices": [[101, "launch-microservices"]], "Launch the microservice": [[51, "launch-the-microservice"], [52, "launch-the-microservice"], [53, "launch-the-microservice"]], "Launch the service": [[53, "launch-the-service"]], "Launch vLLM service": [[51, "launch-vllm-service"], [51, "id2"], [52, "launch-vllm-service"], [52, "id2"]], "Launch vLLM service on multiple nodes": [[51, "launch-vllm-service-on-multiple-nodes"], [52, "launch-vllm-service-on-multiple-nodes"]], "Launch vLLM service on single node": [[51, "launch-vllm-service-on-single-node"], [52, "launch-vllm-service-on-single-node"]], "Launch with Nginx": [[112, "launch-with-nginx"], [114, "launch-with-nginx"], [116, "launch-with-nginx"], [131, "launch-with-nginx"], [132, "launch-with-nginx"]], "Launch with origin port": [[112, "launch-with-origin-port"], [114, "launch-with-origin-port"], [116, "launch-with-origin-port"], [131, "launch-with-origin-port"], [132, "launch-with-origin-port"]], "Legal Information": [[1, "legal-information"], [87, "legal-information"], [159, "legal-information"], [193, "legal-information"]], "Leveraging Istio to compose an OPEA Pipeline with authentication and authorization enabled": [[198, "leveraging-istio-to-compose-an-opea-pipeline-with-authentication-and-authorization-enabled"]], "License": [[1, "license"], [87, "license"], [159, "license"], [193, "license"]], "Limitations and Bias": [[98, "limitations-and-bias"]], "List Configurable Parameters": [[253, "list-configurable-parameters"]], "List Services": [[253, "list-services"]], "Lists": [[254, "lists"]], "Llms Microservice": [[277, "llms-microservice"]], "Lvms Microservice": [[277, "lvms-microservice"]], "ML strategy": [[35, "ml-strategy"]], "Manifest preparation": [[110, "manifest-preparation"]], "Markdown vs. RestructuredText": [[254, "markdown-vs-restructuredtext"]], "May 2024": [[284, "may-2024"]], "MegaService": [[2, "megaservice"], [260, "id1"], [261, "id2"], [263, "id1"], [264, "id1"]], "Megaservice": [[245, "megaservice"], [260, "megaservice"], [261, "megaservice"], [263, "megaservice"], [264, "megaservice"]], "Megaservices: A Comprehensive Solution": [[276, "megaservices-a-comprehensive-solution"]], "Member companies at launch:": [[236, "member-companies-at-launch"]], "Metric Card for BLEU": [[98, "metric-card-for-bleu"]], "Metric Description": [[98, "metric-description"]], "Metrics": [[9, "metrics"], [103, "metrics"], [110, "metrics"]], "MicroService": [[2, "microservice"]], "Microservice": [[245, "microservice"]], "Microservice Outline and Diagram": [[259, "microservice-outline-and-diagram"]], "Microservice images": [[190, "microservice-images"]], "Microservices Connector": [[252, "microservices-connector"]], "Microservices: Flexible and Scalable Architecture": [[276, "microservices-flexible-and-scalable-architecture"]], "Milestone 1 (May, Done)": [[285, "milestone-1-may-done"]], "Milestone 2 (June)": [[285, "milestone-2-june"]], "Milestone 3 (July)": [[285, "milestone-3-july"]], "Milestone 4 (Aug)": [[285, "milestone-4-aug"]], "Miscs": [[245, "miscs"], [246, "miscs"], [247, "miscs"], [248, "miscs"], [249, "miscs"]], "Monitoring": [[259, "monitoring"]], "Monitoring OPEA Service with Prometheus and Grafana dashboard": [[109, "monitoring-opea-service-with-prometheus-and-grafana-dashboard"]], "More flags about memory bandwidth exporter": [[225, "more-flags-about-memory-bandwidth-exporter"]], "Motivation": [[245, "motivation"], [246, "motivation"], [247, "motivation"], [248, "motivation"], [249, "motivation"], [250, "motivation"]], "Mounting models in the container": [[232, "mounting-models-in-the-container"]], "Multi-Column Lists": [[254, "multi-column-lists"]], "Multi-Services Deployment": [[248, "multi-services-deployment"]], "MultiHop (English dataset)": [[97, "multihop-english-dataset"]], "Multimodal CLIP Embeddings Microservice": [[24, "multimodal-clip-embeddings-microservice"]], "Multimodal Dataprep Microservice with VDMS": [[19, "multimodal-dataprep-microservice-with-vdms"]], "Multimodal Embeddings Microservice": [[23, "multimodal-embeddings-microservice"]], "MultimodalQnA": [[191, "multimodalqna"]], "MultimodalQnA Application": [[160, "multimodalqna-application"], [265, "multimodalqna-application"]], "MultimodalQnA Demo on Gaudi2": [[160, "multimodalqna-demo-on-gaudi2"]], "Multiple video upload": [[12, "multiple-video-upload"]], "Multiple video-transcript pair upload": [[12, "multiple-video-transcript-pair-upload"]], "NER strategy": [[35, "ner-strategy"]], "NOTES": [[273, "notes"]], "NRI Plugins": [[89, "nri-plugins"]], "NRI topology-aware resource policy": [[89, "nri-topology-aware-resource-policy"]], "NVIDIA GPU Quick-Start Guide": [[234, "nvidia-gpu-quick-start-guide"]], "Network Port & Security": [[112, "network-port-security"]], "Neural Chat": [[176, "neural-chat"]], "Next Step": [[226, "next-step"], [276, "next-step"]], "Next step": [[228, "next-step"]], "Nginx Microservice": [[277, "nginx-microservice"]], "Nginx for Microservice Forwarding": [[58, "nginx-for-microservice-forwarding"]], "Node configuration": [[273, "node-configuration"]], "Node preparation": [[274, "node-preparation"]], "Non-ASCII Characters": [[254, "non-ascii-characters"]], "Notes": [[96, "notes"]], "OPEA 2024 - 2025 Roadmap": [[284, "opea-2024-2025-roadmap"]], "OPEA API Service Spec (v0.9)": [[253, "opea-api-service-spec-v0-9"]], "OPEA Benchmark Tool": [[90, "opea-benchmark-tool"]], "OPEA CI/CD Roadmap": [[285, "opea-ci-cd-roadmap"]], "OPEA Community": [[243, "opea-community"]], "OPEA Documentation Generation": [[255, "opea-documentation-generation"]], "OPEA Frequently Asked Questions": [[266, "opea-frequently-asked-questions"]], "OPEA Highlight": [[279, "opea-highlight"]], "OPEA Highlights": [[280, "opea-highlights"]], "OPEA Mega Service API": [[253, "opea-mega-service-api"]], "OPEA Micro Service API": [[253, "opea-micro-service-api"]], "OPEA Overview": [[276, "opea-overview"]], "OPEA Pipeline Proxy": [[231, "opea-pipeline-proxy"]], "OPEA Project": [[236, "opea-project"]], "OPEA Project Architecture": [[276, "opea-project-architecture"]], "OPEA Project Code Owners": [[242, "opea-project-code-owners"]], "OPEA Project Documentation": [[275, "opea-project-documentation"]], "OPEA Release Notes v0.6": [[279, "opea-release-notes-v0-6"]], "OPEA Release Notes v0.7": [[280, "opea-release-notes-v0-7"]], "OPEA Release Notes v0.8": [[281, "opea-release-notes-v0-8"]], "OPEA Release Notes v0.9": [[282, "opea-release-notes-v0-9"]], "OPEA Release Notes v1.0": [[283, "opea-release-notes-v1-0"]], "OPEA adaption of ragas (LLM-as-a-judge evaluation of Retrieval Augmented Generation)": [[99, "opea-adaption-of-ragas-llm-as-a-judge-evaluation-of-retrieval-augmented-generation"]], "Objective": [[245, "objective"], [246, "objective"], [247, "objective"], [248, "objective"], [249, "objective"], [250, "objective"]], "Observability": [[248, "observability"]], "Ollama Service": [[260, "ollama-service"]], "Open Platform for Enterprise AI (OPEA) Framework Draft Proposal": [[267, "open-platform-for-enterprise-ai-opea-framework-draft-proposal"]], "Open an existing dataset": [[78, "open-an-existing-dataset"]], "Other Operations": [[253, "other-operations"]], "Other configs (parser, splitter and the embedder)": [[80, "other-configs-parser-splitter-and-the-embedder"]], "Our Pledge": [[237, "our-pledge"]], "Our Standards": [[237, "our-standards"]], "Output": [[91, "output"]], "Output Values": [[98, "output-values"]], "Overview": [[95, "overview"], [100, "overview"], [194, "overview"], [259, "overview"], [260, "overview"], [261, "overview"], [263, "overview"], [264, "overview"]], "PII Detection Microservice": [[35, "pii-detection-microservice"]], "PII Detection Prediction Guard Microservice": [[36, "pii-detection-prediction-guard-microservice"]], "Page Not Found": [[0, "page-not-found"]], "Part 1: Application Build and Configuration": [[250, "part-1-application-build-and-configuration"]], "Part 2: Benchmark and Evaluation": [[250, "part-2-benchmark-and-evaluation"]], "Part 3: Enterprise Deployment": [[250, "part-3-enterprise-deployment"]], "Perform authentication and authorization via Bearer JWT tokens and curl": [[198, "perform-authentication-and-authorization-via-bearer-jwt-tokens-and-curl"]], "Perform authentication and authorization via JWT tokens generated by OIDC provider": [[198, 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CodeGen with ReactUI": [[127, "prerequisites-for-deploying-codegen-with-reactui"]], "Prerequisites for Deploying DocSum with ReactUI": [[144, "prerequisites-for-deploying-docsum-with-reactui"]], "Prerequisites for Deploying FaqGen with ReactUI": [[153, "prerequisites-for-deploying-faqgen-with-reactui"]], "Productivity Suite Application": [[163, "productivity-suite-application"]], "Productivity Suite React UI": [[167, "productivity-suite-react-ui"]], "ProductivitySuite": [[191, "productivitysuite"]], "ProductivitySuite Application": [[265, "productivitysuite-application"]], "Project Governance": [[243, "project-governance"]], "Prometheus": [[199, "prometheus"]], "Prompt Injection Detection Prediction Guard Microservice": [[37, "prompt-injection-detection-prediction-guard-microservice"]], "Prompt Registry with MongoDB": [[59, "prompt-registry-with-mongodb"]], "Prompt_registry Microservice": [[277, "prompt-registry-microservice"]], "Proposal": [[245, "proposal"]], "Proposing New Features": [[238, "proposing-new-features"]], "Publish Content": [[255, "publish-content"]], "Pull Request Acceptance Criteria": [[238, "pull-request-acceptance-criteria"]], "Pull Request Review": [[238, "pull-request-review"]], "Pull Request Status Checks Overview": [[238, "pull-request-status-checks-overview"]], "Pull Request Template": [[238, "pull-request-template"]], "Purpose": [[110, "purpose"], [259, "purpose"]], "Q1 2025": [[284, "q1-2025"]], "Q4 2024": [[284, "q4-2024"]], "Query the microservice": [[52, "query-the-microservice"], [53, "query-the-microservice"]], "Query the service": [[53, "query-the-service"]], "Quick Start: 1.Setup Environment Variable": [[109, "quick-start-1-setup-environment-variable"], [112, "quick-start-1-setup-environment-variable"], [114, "quick-start-1-setup-environment-variable"], [116, "quick-start-1-setup-environment-variable"]], "Quick Start: 2.Run Docker Compose": [[109, "quick-start-2-run-docker-compose"], [112, 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[[195, "release-branches"]], "Release Notes": [[278, "release-notes"]], "Remove a policy": [[89, "remove-a-policy"]], "Reporting Issues": [[238, "reporting-issues"]], "Reporting a Vulnerability": [[239, "reporting-a-vulnerability"]], "Request": [[253, "request"], [253, "id2"], [253, "id4"], [253, "id6"], [253, "id8"], [253, "id10"], [253, "id12"], [253, "id14"], [253, "id16"]], "Request for Comments (RFCs)": [[244, "request-for-comments-rfcs"]], "Required Models": [[109, "required-models"], [112, "required-models"], [113, "required-models"], [114, "required-models"], [116, "required-models"], [121, "required-models"], [130, "required-models"], [131, "required-models"], [132, "required-models"], [133, "required-models"], [134, "required-models"], [139, "required-models"], [140, "required-models"], [141, "required-models"], [149, "required-models"], [150, "required-models"], [151, "required-models"], [160, "required-models"], [161, "required-models"], [162, "required-models"], [178, 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tool for agent": [[101, "retrieval-tool-for-agent"]], "Retriever Microservice": [[65, "retriever-microservice"], [67, "retriever-microservice"], [70, "retriever-microservice"], [72, "retriever-microservice"], [73, "retriever-microservice"], [74, "retriever-microservice"], [260, "retriever-microservice"], [261, "retriever-microservice"], [263, "retriever-microservice"], [264, "retriever-microservice"]], "Retriever Microservice with Milvus": [[65, "retriever-microservice-with-milvus"], [66, "retriever-microservice-with-milvus"]], "Retriever Microservice with Multimodal": [[65, "retriever-microservice-with-multimodal"]], "Retriever Microservice with Neo4J": [[68, "retriever-microservice-with-neo4j"]], "Retriever Microservice with PGVector": [[65, "retriever-microservice-with-pgvector"]], "Retriever Microservice with Pathway": [[65, "retriever-microservice-with-pathway"], [69, "retriever-microservice-with-pathway"]], "Retriever Microservice with QDrant": [[65, 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[265, "searchqna-application"]], "Second Instruction Step": [[254, "second-instruction-step"]], "Sep 2024": [[284, "sep-2024"]], "Service URL Setting": [[123, "service-url-setting"], [124, "service-url-setting"]], "Service preparation": [[96, "service-preparation"]], "Set Up the Documentation Working Folders": [[255, "set-up-the-documentation-working-folders"]], "Set Up the Grafana Dashboard": [[259, "set-up-the-grafana-dashboard"]], "Set Up the Prometheus Server": [[259, "set-up-the-prometheus-server"]], "Set the required environment variables:": [[268, "set-the-required-environment-variables"]], "Set up OPEA microservice": [[53, "set-up-opea-microservice"]], "Set up VLLM Ray Gaudi Service": [[53, "set-up-vllm-ray-gaudi-service"]], "Set up environment": [[53, "set-up-environment"]], "Setting up the Pathway data sources": [[80, "setting-up-the-pathway-data-sources"]], "Setup": [[48, "setup"], [78, "setup"], [225, "setup"]], "Setup ChatQnA Parameters": [[268, 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"simple-directed-graph"]], "Single Node": [[262, "single-node"]], "Single node on-prem deployment with Ollama on AIPC": [[260, "single-node-on-prem-deployment-with-ollama-on-aipc"]], "Single node on-prem deployment with TGI on Nvidia gpu": [[263, "single-node-on-prem-deployment-with-tgi-on-nvidia-gpu"]], "Single node on-prem deployment with vLLM or TGI on Gaudi AI Accelerator": [[261, "single-node-on-prem-deployment-with-vllm-or-tgi-on-gaudi-ai-accelerator"]], "Single node on-prem deployment with vLLM or TGI on Xeon Scalable processors": [[264, "single-node-on-prem-deployment-with-vllm-or-tgi-on-xeon-scalable-processors"]], "Single node test": [[110, "single-node-test"]], "Single video upload": [[12, "single-video-upload"]], "Single video-transcript pair upload": [[12, "single-video-transcript-pair-upload"]], "Specific Metrics": [[9, "specific-metrics"]], "Start Chroma Server": [[77, "id1"]], "Start Chroma server": [[77, "start-chroma-server"]], "Start Document Preparation Microservice for Neo4J with Python Script": [[13, "start-document-preparation-microservice-for-neo4j-with-python-script"]], "Start Document Preparation Microservice for Pinecone with Python Script": [[15, "start-document-preparation-microservice-for-pinecone-with-python-script"]], "Start Document Preparation Microservice for Qdrant with Python Script": [[16, "start-document-preparation-microservice-for-qdrant-with-python-script"]], "Start Embedding Service with Local Model": [[26, "start-embedding-service-with-local-model"], [27, "start-embedding-service-with-local-model"]], "Start Embedding Service with TEI": [[26, "start-embedding-service-with-tei"], [27, "start-embedding-service-with-tei"]], "Start LanceDB Server": [[78, "start-lancedb-server"]], "Start Log Output": [[77, "start-log-output"]], "Start Microservice Docker Containers": [[131, "start-microservice-docker-containers"], [132, "start-microservice-docker-containers"], [140, "start-microservice-docker-containers"], [141, "start-microservice-docker-containers"], [149, "start-microservice-docker-containers"], [150, "start-microservice-docker-containers"], [178, "start-microservice-docker-containers"], [179, "start-microservice-docker-containers"]], "Start Microservice with Docker": [[86, "start-microservice-with-docker"]], "Start Milvus Server": [[66, "start-milvus-server"]], "Start Milvus server": [[79, "start-milvus-server"]], "Start Neo4J Server": [[13, "start-neo4j-server"], [68, "start-neo4j-server"]], "Start PGVector server": [[81, "start-pgvector-server"]], "Start Pinecone Server": [[15, "start-pinecone-server"]], "Start Qdrant Server": [[16, "start-qdrant-server"]], "Start Qdrant server": [[83, "start-qdrant-server"]], "Start Ray Cluster with Autoscaling": [[235, "start-ray-cluster-with-autoscaling"]], "Start Redis server": [[84, "start-redis-server"]], "Start Retriever Service": [[66, "start-retriever-service"], [68, "start-retriever-service"], [69, "start-retriever-service"]], "Start Service": [[25, "start-service"], [33, "start-service"], [36, "start-service"], [37, "start-service"], [39, "start-service"]], "Start TEI Service": [[86, "start-tei-service"]], "Start VDMS server": [[85, "start-vdms-server"]], "Start Web Retriever Service": [[86, "start-web-retriever-service"]], "Start all the services Docker Containers": [[111, "start-all-the-services-docker-containers"], [112, "start-all-the-services-docker-containers"], [113, "start-all-the-services-docker-containers"], [114, "start-all-the-services-docker-containers"], [116, "start-all-the-services-docker-containers"], [161, "start-all-the-services-docker-containers"], [162, "start-all-the-services-docker-containers"], [164, "start-all-the-services-docker-containers"], [186, "start-all-the-services-docker-containers"], [187, "start-all-the-services-docker-containers"]], "Start all the services with Docker Containers": [[184, "start-all-the-services-with-docker-containers"]], "Start the Docker Containers for All Services": [[123, "start-the-docker-containers-for-all-services"], [124, "start-the-docker-containers-for-all-services"]], "Start the Pathway Vector DB Server": [[80, "start-the-pathway-vector-db-server"]], "Stateful Guardrails": [[248, "stateful-guardrails"]], "Status": [[245, "status"], [246, "status"], [247, "status"], [248, "status"], [249, "status"], [250, "status"]], "Step 0. Clean up the environment": [[273, "step-0-clean-up-the-environment"]], "Step 1. Install relevant components": [[273, "step-1-install-relevant-components"]], "Step 1. Set up Kubespray and Ansible": [[274, "step-1-set-up-kubespray-and-ansible"]], "Step 1: Install ChatQnA by Helm": [[223, "step-1-install-chatqna-by-helm"]], "Step 1: Install PCM": [[223, "step-1-install-pcm"]], "Step 1: Install Prometheus&Grafana": [[223, "step-1-install-prometheus-grafana"]], "Step 1: Install daemonset": [[223, "step-1-install-daemonset"]], "Step 2. Build your own inventory": [[274, "step-2-build-your-own-inventory"]], "Step 2. Create the k8s cluster": [[273, "step-2-create-the-k8s-cluster"]], "Step 2: Install all the serviceMonitor": [[223, "step-2-install-all-the-servicemonitor"]], "Step 2: Install metric-exporter": [[223, "step-2-install-metric-exporter"]], "Step 2: Modify & Install pcm-service": [[223, "step-2-modify-install-pcm-service"]], "Step 2: Verify the installation": [[223, "step-2-verify-the-installation"]], "Step 3 (optional) Reset Kubernetes cluster": [[273, "step-3-optional-reset-kubernetes-cluster"]], "Step 3. Define Kubernetes configuration": [[274, "step-3-define-kubernetes-configuration"]], "Step 3: Install pcm serviceMonitor": [[223, "step-3-install-pcm-servicemonitor"]], "Step 3: Install service-monitor": [[223, "step-3-install-service-monitor"]], "Step 3: Install the dashboard": [[223, "step-3-install-the-dashboard"]], "Step 3: Port-forward to access Grafana": [[223, "step-3-port-forward-to-access-grafana"]], "Step 4. Deploy Kubernetes": [[274, "step-4-deploy-kubernetes"]], "Step 4: Access Grafana": [[223, "step-4-access-grafana"]], "Step 4: Install the pcm dashboard": [[223, "step-4-install-the-pcm-dashboard"]], "Step 4: Verify the metrics": [[223, "step-4-verify-the-metrics"]], "Step 5. Create kubectl configuration": [[274, "step-5-create-kubectl-configuration"]], "Step 5: Import the dashboard into Grafana": [[223, "step-5-import-the-dashboard-into-grafana"]], "Step-by-Step guidelines": [[238, "step-by-step-guidelines"], [238, "id1"]], "Stop the services": [[260, "stop-the-services"], [261, "stop-the-services"], [263, "stop-the-services"], [264, "stop-the-services"]], "Stragegy and Scope of Work": [[250, "stragegy-and-scope-of-work"]], "StressCli": [[93, "stresscli"]], "Submitting Pull Requests": [[238, "submitting-pull-requests"]], "Summary and Next Steps": [[259, "summary-and-next-steps"]], "Support": [[238, "support"]], "Supported Examples": [[168, "supported-examples"], [191, "supported-examples"]], "Supported Models": [[102, "supported-models"]], "Svelte UI": [[140, "svelte-ui"]], "TEI Embedding Service": [[260, "tei-embedding-service"], [261, "tei-embedding-service"], [263, "tei-embedding-service"], [264, "tei-embedding-service"]], "TEI Reranking Service": [[260, "tei-reranking-service"], [261, "tei-reranking-service"], [263, "tei-reranking-service"], [264, "tei-reranking-service"]], "TGI FAQGen LLM Microservice": [[43, "tgi-faqgen-llm-microservice"]], "TGI LLM Microservice": [[50, "tgi-llm-microservice"]], "TGI Q and A": [[202, "tgi-q-and-a"]], "TGI Service": [[263, "tgi-service"]], "TSC Members (as of September 6, 2024)": [[240, "id1"]], "TTS": [[102, "tts"]], "TTS Microservice": [[75, "tts-microservice"]], "Table of Contents": [[90, "table-of-contents"], [199, "table-of-contents"], [200, "table-of-contents"]], "Table title": [[254, "id2"]], "Tables": [[254, "tables"], [256, "tables"]], "Tabs, Spaces, and Indenting": [[254, "tabs-spaces-and-indenting"]], "Technical Charter (the \u201cCharter\u201d) for OPEA a Series of LF Projects, LLC": [[241, "technical-charter-the-charter-for-opea-a-series-of-lf-projects-llc"]], "Technical Steering Committee": [[236, "technical-steering-committee"]], "Technical Steering Committee (TSC)": [[240, "technical-steering-committee-tsc"]], "Technical Steering Committee Members": [[240, "technical-steering-committee-members"]], "Telemetry for OPEA": [[9, "telemetry-for-opea"]], "Test Cases": [[90, "test-cases"]], "Test Configurations": [[110, "test-configurations"]], "Test Steps": [[110, "test-steps"]], "Test Suite Configuration": [[90, "test-suite-configuration"]], "Testing": [[192, "testing"]], "Thanks to these contributors": [[281, "thanks-to-these-contributors"]], "To run GenAIInfra on NVIDIA GPUs": [[234, "to-run-genaiinfra-on-nvidia-gpus"]], "Toxicity Checking Prediction Guard Microservice": [[39, "toxicity-checking-prediction-guard-microservice"]], "Toxicity Detection Microservice": [[38, "toxicity-detection-microservice"]], "Tracing": [[9, "tracing"]], "Translation Application": [[177, "translation-application"], [265, "translation-application"]], "Troubleshooting": [[99, "troubleshooting"], [109, "troubleshooting"], [121, "troubleshooting"], [130, "troubleshooting"], [139, "troubleshooting"], [172, "troubleshooting"], [201, "troubleshooting"], [259, "troubleshooting"]], "Troubleshooting GMC Custom Resource\uff08CR\uff09": [[229, "troubleshooting-gmc-custom-resource-cr"]], "Troubleshooting guide": [[226, "troubleshooting-guide"]], "Trust and Safety with LLM": [[31, "trust-and-safety-with-llm"]], "Trustworthiness Grade": [[267, "trustworthiness-grade"]], "Tts Microservice": [[277, "tts-microservice"]], "Tuning Config Parameters": [[91, "tuning-config-parameters"]], "Two node test": [[110, "two-node-test"]], "Understanding OPEA\u2019s Core Components": [[268, "understanding-opea-s-core-components"]], "Uninstall": [[197, "uninstall"], [228, "uninstall"]], "Uninstall KubeRay": [[235, "uninstall-kuberay"]], "Update a file to database": [[202, "update-a-file-to-database"]], "Update values": [[197, "update-values"]], "Upload RAG Files (Optional)": [[109, "upload-rag-files-optional"]], "Uploading images to an AWS Private Registry": [[272, "uploading-images-to-an-aws-private-registry"]], "Usage": [[48, "usage"], [78, "usage"], [90, "usage"], [91, "usage"], [93, "usage"], [197, "usage"]], "Usage guide for genai-microservices-connector(GMC)": [[230, "usage-guide-for-genai-microservices-connector-gmc"]], "Usages": [[194, "usages"], [234, "usages"]], "Use Case Setup": [[260, "use-case-setup"], [261, "use-case-setup"], [263, "use-case-setup"], [264, "use-case-setup"]], "Use GMC and Istio to compose an OPEA Pipeline with authentication and authorization enabled": [[230, "use-gmc-and-istio-to-compose-an-opea-pipeline-with-authentication-and-authorization-enabled"]], "Use GMC to adjust the chatQnA Pipeline": [[230, "use-gmc-to-adjust-the-chatqna-pipeline"]], "Use GMC to compose a chatQnA Pipeline": [[230, "use-gmc-to-compose-a-chatqna-pipeline"], [270, "use-gmc-to-compose-a-chatqna-pipeline"]], "Use GMC to delete the chatQnA Pipeline": [[230, "use-gmc-to-delete-the-chatqna-pipeline"]], "Use GenAI Microservices Connector (GMC) to deploy and adjust GenAIExamples": [[194, "use-genai-microservices-connector-gmc-to-deploy-and-adjust-genaiexamples"]], "Use GenAI Microservices Connector (GMC) to deploy and adjust GenAIExamples on NVIDIA GPUs": [[234, "use-genai-microservices-connector-gmc-to-deploy-and-adjust-genaiexamples-on-nvidia-gpus"]], "Use LLM-as-judge to grade the answers": [[95, "use-llm-as-judge-to-grade-the-answers"]], "Use LVM (Large Vision Model) for Summarizing Image Data": [[10, "use-lvm-large-vision-model-for-summarizing-image-data"]], "Use TGI as backend": [[112, "use-tgi-as-backend"], [164, "use-tgi-as-backend"]], "Use helm charts to deploy": [[194, "use-helm-charts-to-deploy"]], "Use vLLM as backend": [[112, "use-vllm-as-backend"]], "User data": [[99, "user-data"]], "Using Helm Charts repository": [[200, "using-helm-charts-repository"]], "Using Persistent Volume": [[200, "using-persistent-volume"]], "Using Private Docker Hub": [[200, "using-private-docker-hub"]], "Using prebuilt images": [[107, "using-prebuilt-images"], [118, "using-prebuilt-images"], [227, "using-prebuilt-images"]], "VLLM-Ray Endpoint Service": [[53, "vllm-ray-endpoint-service"]], "Validate CPU affinity and hardware alignment in containers": [[89, "validate-cpu-affinity-and-hardware-alignment-in-containers"]], "Validate MicroServices and MegaService": [[114, "validate-microservices-and-megaservice"], [116, "validate-microservices-and-megaservice"], [187, "validate-microservices-and-megaservice"]], "Validate Microservices": [[111, "validate-microservices"], [112, "validate-microservices"], [113, "validate-microservices"], [131, "validate-microservices"], [132, "validate-microservices"], [140, "validate-microservices"], [141, "validate-microservices"], [149, "validate-microservices"], [150, "validate-microservices"], [161, "validate-microservices"], [162, "validate-microservices"], [178, "validate-microservices"], [179, "validate-microservices"], [184, "validate-microservices"], [186, "validate-microservices"]], "Validate against the spec": [[93, "validate-against-the-spec"]], "Validate microservice": [[260, "validate-microservice"], [261, "validate-microservice"], [263, "validate-microservice"], [264, "validate-microservice"]], "Validate policy status": [[89, "validate-policy-status"]], "Validate services": [[100, "validate-services"], [101, "validate-services"]], "Validate the MicroServices and MegaService": [[123, "validate-the-microservices-and-megaservice"], [124, "validate-the-microservices-and-megaservice"]], "Validated LLM Models": [[45, "validated-llm-models"]], "Validating the result": [[232, "validating-the-result"]], "Validation Matrix and Prerequisites": [[259, "validation-matrix-and-prerequisites"]], "Value Proposition": [[250, "value-proposition"]], "Values": [[201, "values"], [203, "values"], [204, "values"], [205, "values"], [206, "values"], [207, "values"], [208, "values"], [209, "values"], [210, "values"], [211, "values"], [212, "values"], [213, "values"], [214, "values"], [215, "values"], [216, "values"], [217, "values"], [218, "values"], [219, "values"], [220, "values"], [221, "values"]], "Values from Popular Papers": [[98, "values-from-popular-papers"]], "VectorDB": [[260, "vectordb"], [261, "vectordb"], [263, "vectordb"], [264, "vectordb"]], "Vectorstores Microservice": [[76, "vectorstores-microservice"], [277, "vectorstores-microservice"]], "Vectorstores Microservice with Chroma": [[76, "vectorstores-microservice-with-chroma"]], "Vectorstores Microservice with LanceDB": [[76, "vectorstores-microservice-with-lancedb"]], "Vectorstores Microservice with Milvus": [[76, "vectorstores-microservice-with-milvus"]], "Vectorstores Microservice with PGVector": [[76, "vectorstores-microservice-with-pgvector"]], "Vectorstores Microservice with Pathway": [[76, "vectorstores-microservice-with-pathway"]], "Vectorstores Microservice with Pinecone": [[76, "vectorstores-microservice-with-pinecone"]], "Vectorstores Microservice with Qdrant": [[76, "vectorstores-microservice-with-qdrant"]], "Vectorstores Microservice with Redis": [[76, "vectorstores-microservice-with-redis"]], "Vectorstores Microservice with VDMS": [[76, "vectorstores-microservice-with-vdms"]], "Verify": [[199, "verify"], [201, "verify"], [203, "verify"], [204, "verify"], [205, "verify"], [206, "verify"], [207, "verify"], [208, "verify"], [209, "verify"], [210, "verify"], [211, "verify"], [212, "verify"], [213, "verify"], [214, "verify"], [215, "verify"], [216, "verify"], [217, "verify"], [218, "verify"], [219, "verify"], [220, "verify"], [221, "verify"]], "Verify Services": [[106, "verify-services"], [117, "verify-services"], [125, "verify-services"], [127, "verify-services"], [133, "verify-services"], [142, "verify-services"], [144, "verify-services"], [151, "verify-services"], [153, "verify-services"], [180, "verify-services"], [188, "verify-services"]], "Verify the workload through UI": [[201, "verify-the-workload-through-ui"], [203, "verify-the-workload-through-ui"], [204, "verify-the-workload-through-ui"], [221, "verify-the-workload-through-ui"]], "Verify the workload through curl command": [[201, "verify-the-workload-through-curl-command"], [203, "verify-the-workload-through-curl-command"], [204, "verify-the-workload-through-curl-command"], [221, "verify-the-workload-through-curl-command"]], "VideoQnA": [[191, "videoqna"]], "VideoQnA Application": [[183, "videoqna-application"], [265, "videoqna-application"]], "Visual Data Management System (VDMS)": [[74, "visual-data-management-system-vdms"]], "Visual Guide to Deployment": [[268, "visual-guide-to-deployment"]], "Visual Question and Answering": [[185, "visual-question-and-answering"]], "VisualQnA": [[191, "visualqna"]], "VisualQnA Application": [[265, "visualqna-application"]], "Visualization": [[9, "visualization"]], "Visualize metrics": [[9, "visualize-metrics"]], "Visualize tracing": [[9, "visualize-tracing"]], "We provided DocRetriever with different deployment infra": [[136, "we-provided-docretriever-with-different-deployment-infra"]], "Web Retriever Microservice": [[86, "web-retriever-microservice"]], "Web_retrievers Microservice": [[277, "web-retrievers-microservice"]], "What are the different ways partners can contribute to OPEA?": [[266, "what-are-the-different-ways-partners-can-contribute-to-opea"]], "What does OPEA acronym stand for?": [[266, "what-does-opea-acronym-stand-for"]], "What initial companies and open-source projects joined OPEA?": [[266, "what-initial-companies-and-open-source-projects-joined-opea"]], "What is Intel contributing?": [[266, "what-is-intel-contributing"]], "What is OPEA?": [[266, "what-is-opea"]], "What is OPEA\u2019s mission?": [[266, "what-is-opea-s-mission"]], "What problems are faced by GenAI deployments within the enterprise?": [[266, "what-problems-are-faced-by-genai-deployments-within-the-enterprise"]], "What\u2019s New in OPEA v0.8": [[281, "whats-new-in-opea-v0-8"]], "What\u2019s New in OPEA v0.9": [[282, "whats-new-in-opea-v0-9"]], "What\u2019s New in OPEA v1.0": [[283, "whats-new-in-opea-v1-0"]], "What\u2019s Next": [[268, "whats-next"]], "When you say Technical Conceptual Framework, what components are included?": [[266, "when-you-say-technical-conceptual-framework-what-components-are-included"]], "Where can I report a bug or vulnerability?": [[266, "where-can-i-report-a-bug-or-vulnerability"]], "Where can partners see the latest draft of the Conceptual Framework spec?": [[266, "where-can-partners-see-the-latest-draft-of-the-conceptual-framework-spec"]], "Why Agent for question answering?": [[100, "why-agent-for-question-answering"]], "Why now?": [[266, "why-now"]], "Will OPEA reference implementations work with proprietary components?": [[266, "will-opea-reference-implementations-work-with-proprietary-components"]], "With streaming": [[49, "with-streaming"]], "With the Docker CLI": [[69, "with-the-docker-cli"]], "With the Docker compose": [[69, "with-the-docker-compose"]], "Without streaming": [[49, "without-streaming"]], "Workflow of the deployed Document Summarization Service": [[139, "workflow-of-the-deployed-document-summarization-service"]], "a function to get the endpoint of service": [[202, "a-function-to-get-the-endpoint-of-service"]], "accuracy Result": [[122, "accuracy-result"]], "animation microservice": [[249, "animation-microservice"]], "asr": [[205, "asr"]], "bigcode-evaluation-harness": [[88, "bigcode-evaluation-harness"]], "build Mosec endpoint docker image": [[21, "build-mosec-endpoint-docker-image"]], "build cpu docker": [[54, "build-cpu-docker"]], "build embedding microservice docker image": [[21, "build-embedding-microservice-docker-image"]], "build reranking Mosec endpoint docker image": [[62, "build-reranking-mosec-endpoint-docker-image"]], "build reranking microservice docker image": [[62, "build-reranking-microservice-docker-image"]], "chatqna_neuralchat_rerank_latest.yaml": [[91, "chatqna-neuralchat-rerank-latest-yaml"]], "command line usage": [[88, "command-line-usage"], [88, "id1"], [122, "command-line-usage"]], "data-prep": [[206, "data-prep"]], "define the namespace of service": [[202, "define-the-namespace-of-service"]], "docs Repository Code Owners": [[242, "docs-repository-code-owners"]], "embedding-usvc": [[207, "embedding-usvc"]], "evaluate the model": [[54, "evaluate-the-model"]], "function call usage": [[88, "function-call-usage"], [88, "id2"]], "genai-microservices-connector(GMC)": [[226, "genai-microservices-connector-gmc"]], "get the embedding of input": [[202, "get-the-embedding-of-input"]], "get the retriever docs": [[202, "get-the-retriever-docs"]], "guardrails-usvc": [[208, "guardrails-usvc"]], "launch Mosec endpoint docker container": [[21, "launch-mosec-endpoint-docker-container"], [62, "launch-mosec-endpoint-docker-container"]], "launch embedding microservice docker container": [[21, "launch-embedding-microservice-docker-container"], [62, "launch-embedding-microservice-docker-container"]], "llm-uservice": [[209, "llm-uservice"]], "lm-evaluation-harness": [[88, "lm-evaluation-harness"]], "locust scripts for OPEA ChatQnA": [[94, "locust-scripts-for-opea-chatqna"]], "memory bandwidth exporter": [[225, "memory-bandwidth-exporter"]], "pre-commit testing": [[192, "pre-commit-testing"]], "redis-vector-db": [[210, "redis-vector-db"]], "remote service usage": [[88, "remote-service-usage"]], "reranking the docs": [[202, "reranking-the-docs"]], "reranking-usvc": [[211, "reranking-usvc"]], "retriever-usvc": [[212, "retriever-usvc"]], "run client test": [[21, "run-client-test"], [62, "run-client-test"]], "speecht5": [[213, "speecht5"]], "start the server": [[54, "start-the-server"]], "stresscli.py": [[93, "stresscli-py"]], "tei": [[214, "tei"]], "teirerank": [[215, "teirerank"]], "tgi": [[216, "tgi"]], "tts": [[217, "tts"]], "vLLM Endpoint Service": [[51, "vllm-endpoint-service"], [52, "vllm-endpoint-service"]], "vLLM and TGI Service": [[264, "vllm-and-tgi-service"]], "vllm": [[218, "vllm"]], "web-retriever": [[219, "web-retriever"]], "whisper": [[220, "whisper"]], "\u267b\ufe0f 3. Clean": [[57, "clean"], [64, "clean"]], "\u2699\ufe0f Implementation": [[7, "implementation"], [28, "implementation"], [59, "implementation"]], "\u26a0\ufe0f Prerequisites for Deploying ProductivitySuite with ReactUI": [[166, "prerequisites-for-deploying-productivitysuite-with-reactui"]], "\u2705 2. Test": [[57, "test"], [64, "test"]], "\u2705 Invoke Microservice": [[8, "invoke-microservice"], [29, "invoke-microservice"], [60, "invoke-microservice"]], "\u2705 Validate Microservices": [[164, "validate-microservices"]], "\u2705 Verify Services": [[166, "verify-services"]], "\u2753 FAQ Generation": [[163, "faq-generation"]], "\u2753 FAQ Generator": [[164, "faq-generator"]], "\ud83c\udf10 Deploying ProductivitySuite": [[166, "deploying-productivitysuite"]], "\ud83c\udf9b\ufe0f Data Source": [[164, "data-source"]], "\ud83c\udf9b\ufe0f User Context Management": [[163, "user-context-management"]], "\ud83d\udc33 Build Docker Images": [[164, "build-docker-images"]], "\ud83d\udcac Chat with Documents": [[163, "chat-with-documents"]], "\ud83d\udcacChatQnA": [[164, "chatqna"]], "\ud83d\udcbb Code Generation": [[163, "code-generation"]], "\ud83d\udcbb Codegen": [[164, "codegen"]], "\ud83d\udcc4 Content Summarization": [[163, "content-summarization"]], "\ud83d\udcda Document Summarization": [[164, "document-summarization"]], "\ud83d\udcda Setup Guide": [[163, "setup-guide"]], "\ud83d\udcdd Chat History Microservice": [[7, "chat-history-microservice"]], "\ud83d\udcdd Chat History Microservice with MongoDB": [[8, "chat-history-microservice-with-mongodb"]], "\ud83d\udcf8 Project Screenshots": [[108, "project-screenshots"], [119, "project-screenshots"], [120, "project-screenshots"], [128, "project-screenshots"], [129, "project-screenshots"], [135, "project-screenshots"], [145, "project-screenshots"], [146, "project-screenshots"], [154, "project-screenshots"], [155, "project-screenshots"], [167, "project-screenshots"], [176, "project-screenshots"], [182, "project-screenshots"]], "\ud83d\udd10 Identity and Access Management": [[163, "identity-and-access-management"]], "\ud83d\udd10 Keycloak Configuration Setup": [[165, "keycloak-configuration-setup"]], "\ud83d\udd10 Setup Keycloak": [[164, "setup-keycloak"]], "\ud83d\udd10 User Management via Keycloak Configuration": [[166, "user-management-via-keycloak-configuration"]], "\ud83d\udde8 Feedback Management Microservice": [[28, "feedback-management-microservice"]], "\ud83d\udde8 Feedback Management Microservice with MongoDB": [[29, "feedback-management-microservice-with-mongodb"]], "\ud83d\ude80 3. Validate Microservice": [[3, "validate-microservice"]], "\ud83d\ude80 4. Provide your own tools": [[3, "provide-your-own-tools"]], "\ud83d\ude80 Apply Intel Xeon Server on AWS": [[140, "apply-intel-xeon-server-on-aws"], [149, "apply-intel-xeon-server-on-aws"]], "\ud83d\ude80 Apply Xeon Server on AWS": [[112, "apply-xeon-server-on-aws"], [113, "apply-xeon-server-on-aws"], [161, "apply-xeon-server-on-aws"], [178, "apply-xeon-server-on-aws"], [186, "apply-xeon-server-on-aws"]], "\ud83d\ude80 Build Docker Images": [[111, "build-docker-images"], [112, "build-docker-images"], [113, "build-docker-images"], [114, "build-docker-images"], [116, "build-docker-images"], [124, "build-docker-images"], [131, "build-docker-images"], [132, "build-docker-images"], [140, "build-docker-images"], [141, "build-docker-images"], [149, "build-docker-images"], [150, "build-docker-images"], [157, "build-docker-images"], [158, "build-docker-images"], [161, "build-docker-images"], [162, "build-docker-images"], [170, "build-docker-images"], [171, "build-docker-images"], [174, 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70, 72, 73, 74, 78, 88, 90, 91, 96, 97, 98, 102, 107, 109, 110, 112, 114, 115, 116, 118, 122, 143, 182, 183, 184, 190, 191, 194, 196, 198, 200, 225, 226, 227, 230, 238, 241, 245, 246, 253, 254, 255, 260, 261, 263, 264, 266, 267, 268, 270, 273, 276], "Its": 94, "NO": 115, "NOT": [115, 187, 260, 261, 263, 264], "No": [5, 9, 12, 230, 237, 254, 255, 282], "Not": [168, 250], "ON": [51, 52], "ONE": 261, "OR": 223, "Of": 198, "On": [195, 198, 243, 249, 254, 259, 273, 284], "One": [225, 266, 267], "Or": 112, "Such": [121, 253, 267], "That": [89, 99, 199, 254], "The": [0, 2, 3, 5, 7, 8, 9, 10, 11, 13, 14, 16, 17, 20, 23, 24, 25, 28, 29, 31, 33, 34, 35, 36, 42, 45, 50, 51, 52, 53, 58, 59, 60, 61, 63, 64, 65, 67, 70, 72, 73, 74, 76, 80, 86, 89, 90, 91, 92, 93, 95, 96, 97, 98, 100, 101, 102, 103, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 127, 130, 131, 132, 133, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 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259, 266, 267, 273, 276], "To": [2, 3, 6, 9, 10, 11, 12, 13, 14, 17, 34, 43, 44, 45, 46, 47, 50, 51, 52, 57, 58, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 86, 91, 92, 94, 95, 97, 100, 102, 104, 105, 109, 110, 111, 112, 113, 114, 115, 116, 117, 121, 122, 123, 124, 125, 130, 131, 133, 139, 140, 141, 142, 149, 150, 160, 161, 162, 164, 166, 172, 173, 174, 178, 179, 180, 184, 185, 186, 187, 188, 190, 192, 199, 200, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 226, 228, 229, 230, 232, 241, 249, 252, 253, 254, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 283], "Will": [178, 179], "With": [34, 198, 250, 254, 267], "_": [66, 67, 68, 69, 70, 71, 72, 73, 74, 86, 111, 112, 113, 114, 115, 116, 161, 162, 164, 173, 174, 184, 198, 212, 219, 238, 254, 260, 261, 263, 264], "__init__": [2, 238, 245], "__main__": 245, "__name__": [199, 245], "__pack": 254, "__torch_function__": 115, "_appli": 115, "_build": 255, "_doc_guidelin": 254, "_hypervisor": 254, "_k_object": 254, "_my": 254, "_on_": 238, "_run": 91, "_static": 255, "_templat": 255, "a00e36": 280, "a072441": 282, "a09395": 283, "a0b94b": 280, "a18404": 283, "a1d6d70": 282, "a234db": 282, "a270726": 282, "a2745b2": 283, "a2dc96": 281, "a339a87": 283, "a39f23a": 282, "a3a9": [161, 162], "a3da7c1": 283, "a3fa0d6": 283, "a4398b0": [282, 283], "a456bf": 281, "a54ffd2": 282, "a56a847": 282, "a58ca4": 280, "a5eb14": 280, "a5ed223": 282, "a61e434": 282, "a6385bc": 282, "a672569": 283, "a6fd418": 283, "a76c90f": 282, "a8244c4": 283, "a851abf": 282, "a8a46bc": 283, "a924579": 283, "a98561": 281, "a9b087f": 283, "aa2730a": 282, "ab2e5eb73a29": [161, 162], "ab53e9": 281, "ab5c8d": 281, "ab8ebc4": 282, "ab98795": 282, "abc02e1": 282, "abdelhalem": [236, 240], "abid": 241, "abil": [3, 97, 115, 119, 120, 164, 167, 176, 191, 238, 241, 245, 246, 248, 263, 264, 267, 274], "abl": [3, 6, 7, 28, 59, 89, 95, 108, 112, 114, 116, 161, 162, 164, 167, 182, 198, 248, 249, 259, 260, 261, 263, 264, 267], "about": [2, 8, 29, 32, 34, 53, 55, 56, 57, 60, 89, 112, 113, 115, 123, 124, 131, 140, 149, 161, 168, 178, 185, 186, 198, 202, 214, 215, 216, 229, 237, 238, 242, 243, 244, 248, 254, 255, 256, 259, 260, 261, 263, 264, 267, 272, 275, 283], "abov": [29, 48, 50, 51, 52, 58, 60, 89, 107, 112, 118, 123, 124, 143, 164, 166, 184, 194, 197, 198, 199, 200, 225, 227, 230, 249, 254, 255, 256, 260, 261, 263, 264, 267, 270, 273, 274], "abstract": [2, 245, 246, 267, 276], "abus": [237, 253], "ac324a9": 282, "ac34860": 283, "ac3909d": 282, "ac4a777": 282, "ac52f79": 283, "ac89855": 282, "academ": 88, "acbaaf8": 282, "acc": 283, "acc_tun": 91, "acc_tuning_config": 91, "acceler": [22, 51, 52, 53, 89, 99, 107, 118, 121, 160, 172, 227, 248, 262, 266, 267], "accept": [8, 12, 29, 51, 52, 53, 55, 56, 57, 60, 64, 80, 164, 184, 190, 232, 237, 244, 253, 267], "access": [2, 9, 25, 33, 36, 37, 39, 49, 51, 52, 53, 56, 74, 89, 92, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 121, 123, 124, 125, 130, 131, 132, 133, 136, 137, 138, 139, 140, 141, 142, 143, 147, 149, 150, 161, 164, 165, 168, 172, 178, 179, 180, 184, 185, 186, 187, 188, 191, 196, 197, 198, 199, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 226, 227, 230, 232, 243, 245, 246, 248, 250, 253, 259, 260, 261, 263, 264, 267, 268, 270, 273, 274, 282, 283], "access_token": [197, 198], "accessmod": [197, 200], "accessurl": [107, 118, 126, 134, 143, 175, 181, 189, 197, 198, 227, 230, 270], "accompani": [1, 87, 159, 193, 241], "accord": [20, 23, 24, 45, 50, 51, 109, 111, 112, 113, 114, 116, 119, 120, 123, 124, 151, 160, 164, 167, 185, 196, 198, 241, 245, 260, 261, 263, 264, 268, 283], "accordingli": [198, 199, 226, 270, 273], "account": [45, 95, 98, 112, 113, 123, 131, 140, 149, 161, 178, 186, 237, 241, 254, 255, 260, 261, 263, 264, 267, 272], "account_id": 272, "accru": [115, 260, 261, 263, 264], "accur": [65, 67, 70, 72, 73, 74, 172, 190, 191, 249, 259], "accuraci": [61, 63, 74, 88, 97, 109, 123, 124, 168, 191, 238, 244, 246, 258, 265, 267, 281, 282, 283], "acdd712": 282, "achiev": [2, 4, 57, 74, 98, 115, 168, 202, 245, 250, 260, 261, 263, 264, 266, 267, 283], "acknowledg": 241, "aclweb": 98, "acquir": 115, "acrn": 256, "acrnprob": 256, "across": [53, 74, 95, 97, 98, 110, 121, 130, 147, 168, 177, 198, 200, 236, 245, 253, 254, 259, 266, 267, 276], "act": [2, 3, 107, 115, 118, 123, 124, 143, 190, 198, 227, 237, 245, 246, 263, 264, 267, 276], "action": [3, 195, 198, 232, 237, 238, 241, 272, 282, 283], "activ": [34, 90, 93, 110, 191, 202, 225, 267, 274, 279], "actual": [20, 23, 24, 25, 45, 50, 111, 113, 161, 162, 164, 184, 186, 199, 267], "acycl": [123, 124, 253], "ad": [2, 7, 80, 89, 92, 97, 98, 102, 117, 168, 191, 197, 199, 226, 227, 238, 245, 247, 249, 250, 253, 254, 255, 259, 270, 273, 274, 279, 280, 281, 282, 283], "ad0bb7c": 282, "ad27729caf68": 261, "ad8ca88": 282, "ada": 253, "adapt": [30, 97, 196, 199, 237, 238, 258, 280, 281, 282], "adb157f": 283, "add": [2, 3, 6, 9, 30, 32, 34, 38, 40, 42, 45, 46, 47, 48, 55, 58, 63, 75, 80, 89, 91, 92, 97, 100, 102, 110, 111, 112, 113, 114, 116, 117, 137, 138, 158, 164, 167, 171, 184, 194, 197, 198, 199, 200, 223, 225, 238, 245, 248, 249, 250, 252, 254, 255, 259, 260, 261, 263, 264, 266, 267, 273, 279, 280, 281, 282, 283], "add761b504bc": 260, "add_api_rout": 245, "add_remote_servic": 2, "add_rout": 245, "adddiiton": 259, "addit": [25, 30, 31, 33, 36, 37, 39, 49, 56, 95, 98, 100, 107, 118, 123, 124, 143, 225, 227, 231, 241, 245, 247, 250, 254, 259, 267, 281, 283], "addition": [2, 95, 191, 245, 246, 260, 261, 263, 264, 266, 267], "additional_no_proxi": 274, "addon": [194, 223, 242, 247, 255, 273, 274], "addr": [137, 138], "address": [0, 30, 35, 45, 94, 98, 111, 112, 113, 114, 123, 124, 140, 141, 149, 150, 151, 160, 161, 162, 164, 184, 186, 187, 191, 197, 198, 201, 203, 204, 221, 223, 225, 237, 245, 255, 259, 260, 261, 263, 264, 267, 273, 274, 282, 283], "adher": [9, 45, 156, 238], "adjust": [79, 91, 123, 124, 226, 238, 241, 245, 270, 281], "admin": [92, 165, 197, 198, 223, 259, 273, 274], "administr": 273, "adminpassword": 197, "adminus": 197, "adopt": [35, 109, 136, 137, 138, 168, 196, 241, 245, 249, 259, 265, 266, 267, 276, 280, 281, 283], "adp": 284, "advanc": [3, 20, 23, 24, 51, 52, 53, 86, 111, 113, 123, 124, 140, 141, 149, 150, 161, 162, 163, 164, 184, 186, 187, 237, 250, 267], "advanced_use_cas": 226, "advantag": [130, 172, 245, 256, 266], "advic": 94, "advis": [115, 122, 261, 263, 264, 267], "advisori": [240, 241], "ae71ee": 283, "aebc23f": 283, "aed70d": 280, "aeef78": 281, "af2d0f": 281, "af47b3c": 282, "af4e0f8": 283, "af9e1b6": 283, "afc3341": 283, "afcb3a": 280, "affect": [198, 230, 237, 240, 241, 283], "affin": [199, 273], "aforement": [140, 149, 178, 179], "after": [5, 11, 12, 17, 18, 19, 30, 90, 92, 94, 95, 112, 113, 114, 115, 116, 119, 120, 123, 124, 127, 131, 132, 140, 144, 149, 153, 156, 157, 158, 161, 164, 166, 167, 169, 170, 171, 174, 176, 178, 184, 186, 187, 192, 195, 198, 199, 202, 205, 206, 207, 208, 209, 211, 212, 217, 219, 228, 229, 232, 238, 250, 253, 254, 255, 261, 263, 264, 267, 272, 273, 274, 282, 283], "ag": [107, 110, 118, 143, 202, 225, 226, 227, 228, 230, 237, 254, 270, 273, 274], "again": [3, 186, 187, 232, 255], "against": [65, 67, 70, 72, 73, 74, 115, 122, 136, 137, 138, 260, 261, 263, 264, 266, 267], "agent": [4, 42, 190, 191, 238, 242, 253, 258, 265, 267, 281, 282, 283, 284], "agent_ev": 95, "agent_llm": 42, "agentqna": [95, 100, 242, 282, 283], "aggreg": [94, 95, 100, 183, 267], "aggress": [38, 237], "ago": [115, 260, 261, 263, 264], "agre": [238, 239], "agreement": [241, 267], "ai": [1, 3, 11, 17, 18, 32, 34, 35, 38, 77, 78, 87, 88, 89, 93, 99, 102, 103, 114, 119, 121, 137, 138, 159, 160, 164, 167, 172, 191, 193, 196, 200, 223, 232, 236, 239, 240, 241, 245, 246, 248, 249, 250, 259, 262, 265, 275, 276, 277, 283], "aiavatarchatbot": 244, "aicrowd": 100, "aid": [121, 241], "aieffici": [137, 138], "aim": [10, 74, 110, 241, 245, 249, 250, 260, 261, 263, 264, 267], "aio": 280, "aiohttp": 121, "aipc": [48, 265, 281], "aishwarya": 282, "aka": 267, "akin": [2, 172, 245, 246], "al": 98, "ala": 255, "alb": [20, 23, 24], "albert": 284, "album": 100, "alert": [259, 283], "alexsin368": 249, "algorithm": [20, 23, 24, 98, 115, 172, 260, 261, 263, 264, 266, 267], "align": [39, 64, 191, 200, 237, 250, 254, 256, 281, 282, 283], "aliv": [77, 137, 138], "all": [2, 3, 6, 8, 9, 11, 14, 17, 29, 30, 34, 40, 42, 46, 47, 48, 51, 52, 53, 55, 60, 75, 80, 89, 91, 95, 97, 98, 102, 106, 107, 109, 110, 115, 117, 118, 121, 125, 127, 130, 131, 132, 133, 139, 140, 141, 142, 143, 144, 149, 150, 151, 153, 157, 158, 166, 168, 170, 171, 172, 174, 178, 179, 180, 183, 185, 188, 190, 191, 195, 197, 198, 200, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 221, 222, 225, 227, 228, 229, 230, 232, 237, 239, 240, 241, 243, 244, 245, 248, 249, 250, 251, 253, 254, 255, 256, 265, 266, 267, 270, 272, 273, 274, 276, 277, 281, 282, 283, 284], "allevi": [34, 135], "allianc": 267, "alloc": [89, 109, 121, 130, 139, 172, 184, 246, 250, 258, 282], "allocatorprior": 89, "allocatortopologybalanc": 89, "allow": [2, 20, 23, 24, 25, 32, 33, 36, 37, 38, 39, 45, 48, 49, 51, 52, 56, 69, 74, 80, 88, 89, 91, 99, 107, 109, 110, 112, 113, 115, 118, 119, 123, 131, 136, 137, 138, 140, 143, 149, 161, 164, 167, 178, 186, 190, 198, 226, 227, 232, 237, 238, 241, 245, 246, 250, 254, 259, 260, 261, 263, 264, 267, 270, 276, 277, 281, 282], "allow_code_execut": [88, 122], "allud": 267, "alma": [178, 179, 191], "alon": [254, 255], "along": [95, 161, 162, 201, 203, 204, 221, 243, 254, 256, 260, 261, 263, 264, 267], "alpaca_data": [30, 156], "alphabet": 254, "alphanumer": 35, "alreadi": [42, 45, 51, 52, 69, 80, 89, 107, 112, 113, 115, 118, 123, 126, 131, 134, 140, 143, 149, 161, 175, 178, 181, 186, 189, 198, 201, 203, 204, 214, 215, 216, 218, 221, 227, 229, 238, 255, 272, 274], "also": [0, 6, 9, 17, 69, 74, 89, 90, 92, 95, 96, 97, 102, 106, 107, 109, 110, 112, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 130, 131, 132, 133, 139, 140, 141, 142, 143, 149, 150, 151, 160, 161, 162, 164, 167, 168, 172, 173, 174, 175, 176, 178, 179, 180, 184, 185, 188, 194, 195, 196, 198, 199, 200, 225, 226, 227, 230, 231, 232, 234, 237, 238, 241, 243, 248, 249, 250, 254, 255, 256, 259, 260, 261, 263, 264, 267, 268, 270, 272, 274], "alt": 254, "alter": [253, 254], "altern": [6, 75, 89, 107, 118, 125, 194, 199, 227, 238, 241, 244, 249, 250, 253, 259, 266, 272, 273], "alwai": [17, 26, 27, 63, 69, 70, 72, 74, 86, 89, 91, 98, 112, 114, 116, 123, 124, 140, 149, 150, 243, 253, 260, 261, 263, 264, 266, 283], "am": 253, "amazon": [112, 113, 140, 149, 161, 178, 186, 272], "amazonaw": 272, "amazonecr": 272, "amd": [238, 240], "amd64": [12, 92, 225, 259, 273], "amd_gpu": 238, "amend": 238, "america": 99, "among": [53, 64, 190, 226, 267, 268], "amount": [89, 115, 147, 223, 238, 260, 261, 263, 264], "amr": [236, 240], "amx": 248, "an": [2, 3, 5, 6, 9, 11, 17, 18, 22, 23, 25, 30, 32, 33, 34, 35, 36, 37, 38, 39, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 58, 63, 65, 67, 69, 70, 72, 73, 74, 75, 80, 89, 91, 92, 94, 95, 98, 99, 101, 102, 103, 107, 109, 112, 113, 114, 115, 116, 118, 121, 122, 124, 125, 132, 140, 141, 143, 148, 149, 160, 161, 164, 165, 168, 172, 177, 178, 184, 185, 186, 187, 190, 191, 194, 196, 199, 200, 203, 225, 226, 227, 228, 231, 234, 236, 237, 238, 240, 241, 244, 245, 249, 250, 251, 252, 253, 254, 255, 256, 259, 260, 261, 263, 264, 265, 266, 267, 270, 274, 280, 282], "analysi": [11, 17, 18, 88, 90, 94, 110, 267, 284], "analyz": [39, 88, 90, 259], "ani": [10, 12, 29, 32, 33, 34, 42, 65, 67, 70, 72, 73, 74, 80, 89, 90, 92, 98, 99, 112, 115, 194, 196, 198, 201, 225, 228, 232, 234, 237, 238, 239, 240, 241, 245, 248, 253, 254, 259, 260, 261, 263, 264, 266, 267, 273, 274], "annot": [89, 199, 230, 231, 232], "announc": 35, "anomali": 259, "anonym": 77, "anoth": [3, 95, 98, 115, 117, 118, 121, 125, 130, 133, 142, 165, 180, 188, 190, 191, 196, 198, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 221, 223, 227, 230, 238, 241, 254, 255, 259, 273], "ansibl": 250, "ansible_connect": 274, "ansible_env": 274, "ansible_host": 274, "answer": [3, 4, 5, 6, 29, 42, 50, 51, 55, 56, 75, 96, 99, 102, 103, 115, 123, 124, 160, 172, 189, 190, 191, 200, 202, 237, 249, 259, 260, 261, 263, 264, 265, 266, 267], "answer_correct": 95, "answer_relev": [96, 97, 148], "anthologi": 98, "anti": 248, "anticip": 36, "antiquewhit": 256, "anyon": [241, 243, 266], "anyscal": [236, 266], "anyth": 199, "anywher": 254, "apach": [1, 77, 78, 87, 159, 193, 196, 197, 241], "apart": 259, "api": [2, 5, 7, 8, 20, 22, 23, 24, 25, 29, 33, 35, 36, 37, 39, 45, 49, 50, 51, 52, 53, 56, 60, 63, 78, 95, 100, 111, 112, 113, 114, 121, 122, 123, 124, 125, 164, 173, 174, 175, 184, 191, 196, 197, 198, 199, 203, 208, 209, 216, 218, 226, 228, 234, 238, 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185, 186, 187, 188, 191, 192, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 214, 215, 216, 218, 221, 223, 225, 226, 227, 228, 229, 230, 231, 232, 238, 241, 243, 245, 246, 248, 249, 250, 252, 253, 254, 255, 256, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 275, 276, 279], "cancel": [30, 156, 169, 282], "cancer": 267, "candid": [61, 63, 98, 250], "cannot": [11, 89, 121, 198, 199, 218, 241, 253], "cap": [3, 6, 30, 34, 40, 42, 45, 46, 47, 55, 75, 97, 114, 158, 171], "cap_add": [115, 261], "capabl": [2, 3, 5, 35, 95, 109, 121, 135, 163, 169, 172, 191, 196, 198, 200, 245, 246, 247, 249, 250, 254, 259, 279], "capac": [197, 200, 267], "caption": [12, 160, 161, 162, 191, 254, 256], "captur": [20, 23, 24, 190, 198, 259, 261, 267], "car": 261, "carcinogen": 267, "card": [35, 51, 52, 89, 91, 97, 114, 187, 203, 258, 283], "care": [202, 238, 244, 245, 267], "carri": 267, "cartwright": [236, 240], "case": [2, 12, 20, 23, 24, 64, 74, 88, 89, 93, 109, 110, 112, 114, 115, 116, 121, 130, 136, 137, 138, 139, 147, 160, 168, 177, 184, 185, 191, 194, 195, 198, 200, 225, 226, 228, 230, 238, 241, 250, 252, 254, 259, 266, 267, 268, 270, 273, 276, 282, 283, 284], "cash": [115, 260, 261, 263, 264], "cast": 237, "cat": [89, 200, 273, 274], "catalog": [238, 267, 283], "categori": [9, 32, 34, 36, 267], "cater": 168, "caught": 38, "caus": [37, 88, 89, 90, 255, 281], "causal": 122, "cb31d05": 282, "cc45ff032e8c": 261, "cc84847": 283, "cc8cd70": 282, "ccdd2d0": 283, "cd": [2, 3, 6, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 77, 80, 86, 88, 92, 93, 95, 97, 100, 103, 104, 105, 106, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 120, 121, 122, 123, 124, 125, 127, 128, 129, 130, 131, 132, 133, 135, 137, 138, 139, 140, 141, 142, 144, 145, 146, 149, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 164, 166, 167, 170, 171, 172, 173, 174, 176, 178, 179, 180, 182, 184, 185, 186, 187, 188, 195, 198, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 221, 223, 225, 238, 242, 243, 255, 259, 260, 261, 263, 264, 268, 270, 274, 282, 283], "cd83854": 282, "cd91cf": 280, "cdw": [236, 240], "ce": [11, 14, 17, 18], "ce4e7802a371": 261, "ce9190": 280, "cef6ea": 280, "cell": 254, "center": [254, 256, 276], "central": [98, 198, 243, 259], "cert": [202, 225, 273], "certain": [89, 113, 120, 161, 186, 248], "certif": [238, 241, 267, 273], "certifi": 267, "cf021ee": 282, "cf15b91": 282, "cf28da4": 282, "cf8bd83": 283, "cfaf5f0": 282, "cfcac3f": 282, "cff0a36": 283, "cff0a4d": 283, "cgroup": 89, "cgroupn": 225, "chain": [194, 226, 253, 267, 270], "chair": [236, 240, 241], "challeng": [38, 95, 100, 147, 245, 266], "chang": [58, 80, 87, 89, 90, 92, 95, 103, 109, 111, 112, 113, 114, 116, 117, 118, 121, 125, 130, 131, 132, 133, 134, 139, 140, 141, 142, 143, 149, 150, 151, 161, 162, 164, 172, 178, 179, 180, 184, 186, 188, 191, 192, 197, 199, 200, 201, 227, 229, 230, 232, 238, 241, 244, 245, 253, 254, 255, 256, 259, 273, 274, 280, 281, 282, 283], "change_img": 225, "channel": [25, 33, 36, 37, 39, 49, 56, 237, 260, 261, 263, 264], "chao": [161, 162], "chaqna": [112, 113, 114, 116, 118, 184, 260, 261, 263, 264, 282], "char": 254, "charact": 280, "character": 267, "characterist": [185, 237, 267], "charactertextsplitt": 80, "charg": 253, "chart": [160, 168, 183, 192, 196, 197, 198, 199, 202, 223, 238, 242, 262, 266, 279, 280, 281, 282, 283, 284], "chart_mount": 281, "chart_test": 281, "charter": [240, 243], "chartnam": 200, "chat": [2, 3, 29, 30, 41, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 57, 88, 90, 91, 100, 104, 105, 108, 110, 111, 112, 113, 114, 115, 116, 118, 119, 120, 121, 122, 131, 132, 139, 140, 141, 143, 156, 166, 173, 174, 178, 179, 190, 191, 200, 201, 209, 218, 221, 227, 230, 245, 250, 259, 260, 261, 263, 264, 265, 277, 279, 280, 281, 282], "chat_base_url": 120, "chat_data": 29, "chat_history_create_endpoint": 164, "chat_history_delete_endpoint": 164, "chat_history_get_endpoint": 164, "chat_id": 29, "chat_processor": 45, "chat_qna": 245, "chat_templ": [50, 51, 161, 162, 260, 261, 263, 264], "chat_url": 108, "chatbot": [109, 172, 190, 191, 200, 253, 259, 267], "chatcmpl": 253, "chatcompletionrequest": 245, "chatcompletionrespons": 245, "chatgpt": 253, "chathistori": [8, 164, 238, 242], "chathistory_mongo": 29, "chatmodelllama": 45, "chatopenai": [53, 114], "chatqa": [118, 198, 227, 229, 230, 232, 234, 238, 270], "chatqna": [2, 9, 58, 88, 89, 90, 92, 97, 115, 121, 166, 168, 190, 194, 195, 197, 198, 199, 200, 203, 204, 221, 226, 232, 238, 242, 244, 247, 249, 252, 258, 267, 279, 280, 281, 282, 283, 284], "chatqna_authn_fakejwt": 198, "chatqna_authn_keycloak": 198, "chatqna_authn_oauth": 198, "chatqna_authz_fakejwt": 198, "chatqna_authz_keycloak": 198, "chatqna_authz_oauth": 198, "chatqna_bf16": 117, "chatqna_config_map": 91, "chatqna_dataprep_gaudi": [227, 230], "chatqna_dataprep_xeon": [198, 227, 230], "chatqna_gaudi": [118, 227, 238], "chatqna_istio_external_auth": 198, "chatqna_mega_servic": 91, "chatqna_megaservice_grafana": 92, "chatqna_nv": 230, "chatqna_router_gatewai": 198, "chatqna_router_gateway_oauth": 198, "chatqna_switch_gaudi": 227, "chatqna_switch_xeon": 227, "chatqna_ui_gatewai": 198, "chatqna_use_cas": 226, "chatqna_without_rerank": [112, 114], "chatqna_xeon": [118, 227, 238, 270], "chatqnagatewai": [2, 245], "chatqnaservic": 245, "check": [0, 2, 3, 9, 17, 25, 36, 37, 49, 52, 53, 56, 57, 69, 92, 97, 107, 110, 112, 113, 114, 116, 118, 121, 125, 126, 130, 134, 137, 138, 139, 143, 164, 168, 172, 175, 181, 183, 184, 189, 194, 197, 198, 199, 200, 202, 225, 226, 227, 230, 234, 236, 248, 253, 254, 255, 265, 267, 268, 270, 272, 273, 274, 277, 282, 283], "check_asr_serv": 6, "check_llava_serv": 55, "check_lvm": [55, 57], "check_refer": 122, "check_whisper_serv": 6, "checkeck": 53, "checkout": [2, 195, 238, 255, 260, 261, 263, 264, 274, 277, 281], "checkpoint": [30, 156, 169, 283], "chen": 242, "chendi": 242, "chensuyu": [238, 242], "chief": [236, 240, 267], "children": 274, "chin": 98, "china": [112, 114, 283], "chines": [178, 179, 180, 181, 267, 280, 281, 283], "chinyixiang": 250, "chip": 99, "chmod": 200, "choic": [45, 48, 119, 120, 164, 167, 198, 248, 253, 261, 267], "choos": [42, 43, 44, 45, 46, 47, 50, 58, 63, 67, 70, 72, 73, 74, 89, 107, 109, 110, 112, 114, 118, 121, 160, 168, 178, 179, 185, 194, 198, 227, 232, 241, 259, 266, 268, 274], "chosen": [30, 112, 113, 123, 131, 140, 149, 161, 178, 186], "chown": [200, 273, 274], "chroma": [86, 172, 173, 174, 190, 191, 219, 277, 279, 284], "chroma_server_nofil": 77, "chromadb": [77, 267], "chun_siz": 11, "chunk": [11, 51, 52, 64, 80, 249, 260, 261, 263, 264, 267, 282], "chunk_dur": [57, 64, 184], "chunk_overlap": [11, 13, 16, 17, 18, 91, 97], "chunk_siz": [11, 13, 16, 17, 18, 91, 97, 110], "chunk_start": [57, 64, 184], "chunker": 267, "ci": [195, 238, 242, 243, 280, 281, 282, 283], "cicd": 284, "cid": [57, 64], "cidr": 273, "circl": [254, 256], "circumst": 241, "cite": 267, "claim": [98, 125, 198], "clang": [231, 254], "clangd": 231, "clarifi": [237, 267], "clariti": [237, 238, 254, 267], "class": [2, 3, 89, 99, 225, 237, 238, 245, 254], "class_metr": 225, "classic": 279, "classif": [32, 38, 43, 44, 139, 140, 141, 142, 143, 149, 150, 151, 164, 221, 267], "classifi": [35, 115, 260, 261, 263, 264], "classifil": 35, "claud": 284, "clean": [143, 225, 226, 254, 255, 267, 274, 282], "clear": [5, 12, 110, 119, 120, 164, 167, 176, 238, 247, 254, 266, 267, 283], "clearli": 254, "cli": [210, 232, 272], "click": [92, 112, 114, 120, 121, 123, 124, 145, 146, 154, 155, 164, 167, 176, 190, 198, 249, 254, 259], "client": [95, 107, 112, 118, 126, 134, 143, 165, 175, 181, 189, 196, 197, 198, 227, 230, 245, 256, 260, 270, 283], "client_except": 121, "client_id": [197, 198], "client_pod": [107, 118, 126, 134, 143, 175, 181, 189, 198, 227, 230, 270], "client_secret": [197, 198], "clientconnectorerror": 121, "clip": [183, 184, 191, 277, 283], "clone": [2, 54, 61, 77, 88, 91, 93, 95, 97, 100, 103, 104, 105, 108, 110, 111, 112, 113, 114, 116, 119, 120, 122, 123, 124, 128, 129, 131, 132, 135, 137, 138, 140, 141, 145, 146, 149, 150, 154, 155, 157, 158, 161, 162, 164, 167, 170, 171, 173, 174, 176, 178, 179, 182, 184, 186, 187, 195, 223, 225, 238, 255, 260, 261, 263, 264, 268, 270, 274], "close": [137, 138, 267, 284], "closer": [33, 39, 98], "closur": 241, "cloud": [2, 74, 77, 80, 107, 112, 118, 143, 168, 194, 226, 227, 234, 236, 238, 240, 246, 248, 250, 252, 259, 261, 267, 268, 270, 276, 277, 281, 284], "cloudera": [236, 266], "cloudform": 272, "cluster": [89, 92, 93, 127, 144, 153, 165, 166, 168, 195, 198, 199, 200, 216, 218, 222, 228, 230, 232, 250, 252, 259, 265, 270, 271, 281, 284, 285], "cluster_ip": 110, "clusterip": [110, 166, 199, 202], "cm": 199, "cmd": [239, 282], "cmpl": 261, "cncf": 267, "cni": 273, "cni_ver": 273, "co": [40, 121, 162, 201, 203, 204, 214, 215, 216, 218, 221], "coc": 241, "code": [1, 2, 3, 11, 17, 18, 32, 35, 38, 58, 87, 88, 94, 122, 126, 131, 132, 134, 159, 164, 167, 168, 175, 181, 190, 191, 193, 194, 197, 198, 223, 231, 240, 241, 243, 244, 246, 250, 253, 255, 265, 266, 267, 274, 275, 279, 281, 282, 283, 284, 285], "code_of_conduct": 237, "codebas": 121, "codeblock": [254, 281, 282], "codecov": 280, "codegen": [88, 90, 166, 168, 190, 195, 200, 238, 242, 250, 252, 279, 280, 281, 282, 283, 284], "codegen_endpoint": 122, "codegen_gaudi": 126, "codegen_url": 122, "codegen_xeon": 126, "codellama": [121, 123, 124, 125, 164, 191, 203, 227], "codeown": [242, 282, 283], "codeparrot": 88, "codeql": 238, "codeqwen1": [121, 122], "coder": 121, "codetran": [88, 90, 168, 190, 195, 200, 242, 250, 252, 279, 280, 281, 282, 283, 284], "codetrans_gaudi": 134, "codetrans_xeon": 134, "cogen": 283, "cognit": 267, "coher": [119, 164, 167, 267], "cohes": 241, "colbert": 267, "cole": 98, "collabor": [238, 241, 266], "collater": [115, 260, 261, 263, 264], "collect": [11, 32, 61, 63, 74, 88, 90, 93, 109, 160, 172, 191, 199, 223, 225, 241, 246, 254, 255, 259, 267, 268, 276, 282, 283], "collect_service_metr": 90, "collecter_interv": 225, "collection_nam": [8, 11, 16, 18, 29, 60, 66, 74, 164], "collector": 225, "collector_zipkin_host_port": 9, "colon": 254, "color": [237, 256, 267], "column": [148, 256], "columns2": 254, "columns3": 254, "com": [1, 2, 11, 12, 13, 16, 17, 18, 23, 30, 45, 54, 57, 61, 77, 87, 88, 91, 92, 93, 95, 97, 100, 103, 104, 105, 109, 110, 111, 112, 113, 114, 116, 122, 123, 124, 131, 132, 137, 138, 140, 141, 149, 150, 157, 158, 159, 161, 162, 164, 170, 171, 173, 174, 178, 179, 184, 186, 187, 190, 193, 195, 197, 198, 199, 202, 223, 225, 227, 232, 234, 236, 238, 242, 243, 250, 253, 254, 255, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 281, 282, 283], "combin": [42, 109, 185, 232, 255, 259, 260, 261, 263, 264, 267], "combined_model": 232, "combo": 282, "comcast": [236, 240], "come": [95, 100, 110, 160, 198, 266, 267], "comma": 225, "command": [6, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 26, 27, 30, 35, 40, 41, 45, 48, 51, 52, 58, 67, 68, 70, 72, 73, 74, 90, 91, 93, 94, 95, 97, 100, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 128, 129, 130, 131, 132, 133, 135, 139, 140, 141, 142, 143, 145, 146, 149, 150, 154, 155, 156, 157, 158, 160, 161, 162, 164, 166, 167, 169, 170, 171, 172, 173, 174, 176, 178, 179, 180, 182, 184, 185, 186, 187, 188, 192, 198, 199, 200, 202, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 227, 228, 230, 231, 232, 238, 255, 256, 260, 261, 263, 264, 268, 270, 272, 273, 274, 282, 283], "comment": [29, 38, 121, 123, 124, 237, 238, 243, 254, 283], "commerc": 185, "commerci": 102, "commit": [88, 115, 196, 237, 238, 241, 255, 261, 263, 264, 282, 283], "committ": [241, 266], "committe": [243, 267], "common": [17, 130, 198, 200, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 237, 238, 241, 254, 267, 281, 282, 283], "commondatastorag": [161, 162], "commonli": [97, 254], "commun": [2, 3, 45, 78, 89, 110, 168, 177, 198, 199, 223, 226, 237, 240, 244, 245, 246, 248, 251, 254, 266, 267, 268, 273, 275, 276, 284], "comp": [2, 3, 6, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 55, 56, 57, 58, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 80, 86, 100, 103, 104, 105, 109, 111, 112, 113, 114, 115, 116, 123, 124, 131, 132, 137, 138, 140, 141, 149, 150, 157, 158, 161, 162, 164, 170, 171, 173, 174, 178, 179, 184, 186, 187, 190, 202, 238, 242, 245, 247, 260, 261, 263, 264, 281, 282, 283], "compani": [115, 240, 241, 255, 260, 261, 263, 264, 267], "compar": [33, 89, 98, 100, 168, 227, 245, 255, 267], "comparison": [95, 172, 259, 267], "compat": [3, 22, 53, 168, 231, 238, 244, 253, 265, 272, 281, 283], "compet": 267, "competit": [196, 241, 267], "compil": 231, "compl": 42, "complaint": 237, "complement": 267, "complementari": 267, "complet": [2, 3, 4, 5, 45, 46, 47, 48, 49, 50, 51, 52, 53, 77, 88, 90, 100, 104, 105, 109, 111, 112, 113, 114, 115, 116, 121, 122, 123, 124, 127, 131, 132, 144, 153, 164, 173, 174, 178, 179, 184, 198, 209, 218, 230, 238, 245, 253, 254, 259, 260, 261, 263, 264, 267, 272, 273, 282], "completion_token": [253, 261], "completioncheck": 4, "completli": 238, "complex": [2, 74, 95, 97, 100, 147, 191, 198, 238, 245, 246, 250, 253, 267, 276], "compli": [93, 241, 253], "complianc": [147, 196, 198, 248, 266, 267], "compon": [1, 9, 12, 77, 87, 91, 95, 107, 109, 115, 118, 126, 134, 143, 159, 160, 166, 168, 175, 181, 189, 193, 201, 202, 222, 226, 227, 228, 230, 231, 232, 245, 246, 248, 250, 252, 254, 255, 259, 260, 261, 263, 264, 270, 276, 277, 280, 281, 282, 283, 284], "compos": [2, 57, 64, 77, 79, 97, 100, 102, 104, 105, 110, 111, 113, 115, 121, 123, 124, 130, 131, 132, 137, 138, 139, 140, 141, 149, 150, 160, 161, 162, 163, 164, 168, 172, 173, 174, 178, 179, 183, 184, 185, 186, 187, 195, 226, 236, 238, 245, 246, 252, 259, 260, 261, 263, 264, 267, 268, 276, 277, 279, 280, 281, 282, 283, 284], "compose_guardrail": [114, 261], "compose_qdr": 113, "compose_vllm": [112, 114, 261, 264], "compose_vllm_rai": 114, "compose_without_rerank": [112, 114], "composit": [241, 267, 276, 283], "comprehend": [147, 191, 267], "comprehens": [2, 13, 95, 97, 100, 110, 121, 147, 160, 163, 165, 172, 190, 191, 245, 246, 267], "compress": [51, 52], "compris": [101, 194, 245, 249, 253, 260, 261, 263, 264, 267], "comput": [23, 74, 89, 98, 113, 121, 140, 149, 161, 178, 186, 249, 250, 255, 267], "con": [238, 244, 245, 267], "concept": [121, 250, 273], "concern": [34, 241, 261, 267], "concis": 147, "concret": 35, "concurr": [88, 90, 94, 110, 172, 280, 281, 282, 283], "concurrent_level": 90, "conda": 101, "condens": [145, 146, 154, 155, 164, 167, 190], "condit": [1, 35, 40, 42, 87, 159, 193, 194, 200, 226, 229, 230, 238, 239, 270, 272, 280, 281], "conduct": [2, 65, 67, 70, 72, 73, 74, 88, 168, 194, 241, 243], "conf": [58, 94, 225, 255, 273, 274], "confer": [95, 98], "confid": 267, "confidenti": [267, 284], "config": [77, 89, 92, 96, 110, 112, 114, 116, 118, 121, 122, 123, 124, 140, 141, 149, 150, 197, 198, 199, 203, 204, 221, 225, 226, 227, 228, 229, 230, 232, 246, 255, 259, 260, 261, 263, 264, 270, 273, 280, 281, 282, 283], "config_fil": 225, "config_max_thread_byt": 254, "config_onli": 91, "configmap": [199, 226, 230, 232, 270, 281], "configpatch": 232, "configur": [20, 23, 24, 25, 33, 36, 37, 39, 45, 48, 49, 51, 52, 56, 57, 64, 88, 92, 100, 109, 112, 113, 115, 123, 127, 131, 140, 144, 149, 153, 160, 161, 163, 164, 168, 178, 186, 194, 196, 197, 198, 199, 200, 225, 229, 234, 238, 245, 255, 259, 260, 261, 263, 264, 265, 268, 272, 281, 283, 284], "configvalid": 232, "confirm": [112, 143], "conflict": [32, 218, 283], "conform": [199, 241], "confus": 254, "congratul": [115, 274], "conjunct": [109, 110, 253], "conjur": 261, "conncurr": 94, "connect": [28, 59, 69, 78, 80, 88, 89, 90, 92, 107, 109, 112, 113, 114, 115, 116, 118, 121, 123, 131, 140, 143, 149, 161, 178, 186, 196, 197, 198, 225, 226, 227, 238, 250, 256, 261, 263, 264, 267, 270, 281, 282], "connect_model": 232, "connector": [80, 107, 118, 143, 190, 198, 227, 238, 242, 247, 259, 280, 281, 282, 283, 284], "consecut": [123, 124, 255], "consensu": [240, 241], "consequ": 237, "conserv": [90, 184], "consid": [89, 95, 98, 237, 238, 244, 253, 255, 259, 267], "consider": 267, "consist": [25, 33, 36, 37, 39, 45, 49, 56, 156, 166, 190, 191, 232, 241, 247, 248, 253, 254, 259, 266, 267, 282], "consol": [112, 113, 123, 131, 140, 149, 161, 165, 178, 186, 198, 254, 259], "consolid": [115, 260, 261, 263, 264], "constant": 90, "constraint": 199, "construct": [2, 17, 18, 45, 104, 105, 111, 112, 113, 114, 116, 123, 124, 140, 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182, 183, 185, 190, 199, 238, 242, 244, 260, 261, 263, 264, 273, 282], "correspondingli": 89, "cost": [137, 138, 253, 267, 275, 276], "could": [64, 67, 70, 72, 73, 74, 89, 107, 109, 112, 114, 116, 118, 126, 134, 175, 181, 184, 189, 196, 198, 223, 227, 237, 238, 245, 254, 259, 267, 273], "count": [42, 64, 91, 94, 110, 198, 199, 253], "counter": 9, "counteract": 98, "coupl": [125, 245], "cours": 198, "coven": 243, "cover": [95, 223, 260, 261, 263, 264, 267], "coverag": [238, 280, 285], "cp": [12, 41, 91, 97, 226, 270, 273, 274], "cpu": [2, 6, 17, 23, 26, 27, 45, 53, 55, 57, 63, 69, 70, 72, 74, 75, 86, 91, 100, 104, 106, 109, 110, 111, 112, 113, 115, 117, 118, 121, 123, 125, 127, 130, 131, 133, 137, 138, 139, 140, 142, 143, 144, 149, 151, 153, 160, 161, 164, 166, 172, 173, 180, 183, 184, 185, 186, 188, 191, 199, 214, 215, 225, 227, 238, 250, 260, 261, 263, 264, 267, 268, 270, 282, 283, 284], "cpu3": 89, "cpus_allowed_list": 89, "cpuset": 89, "cr": [107, 118, 143, 226, 227, 228, 252, 280, 283], "craft": 250, "crag": [100, 258, 283], "crag_doc": 95, "crag_docs_mus": 95, "crag_ev": 95, "crag_task_3_dev_v4": 95, "crash": 283, "crashlog": 256, "crd": [190, 197, 226, 228, 270], "creat": [2, 3, 8, 22, 29, 45, 48, 60, 80, 88, 89, 91, 92, 93, 95, 101, 107, 110, 112, 113, 115, 117, 118, 121, 125, 126, 133, 134, 139, 140, 142, 143, 149, 150, 161, 163, 164, 165, 167, 168, 175, 178, 180, 181, 184, 186, 188, 189, 192, 197, 198, 199, 200, 223, 225, 226, 227, 228, 230, 232, 236, 240, 241, 244, 249, 250, 253, 254, 255, 256, 259, 260, 261, 263, 264, 266, 267, 270, 276, 280, 282, 283], "create_t": 78, "create_test_db": 78, "created_at": 260, "creation": [2, 111, 112, 113, 114, 116, 121, 123, 124, 131, 132, 140, 141, 149, 150, 157, 158, 161, 162, 164, 170, 171, 178, 179, 184, 186, 187, 190, 236, 241, 245, 246, 250, 267, 276], "creativ": 241, "creativecommon": 241, "credenti": [92, 197, 198, 259], "credit": [115, 253, 260, 261, 263, 264], "crewai": 284, "cri": [89, 273], "crimin": 34, 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"index_data": 95, "index_nam": [12, 14, 17, 19, 67, 70, 71, 72, 73, 74, 111, 113, 137, 138, 161, 162, 164, 184, 260, 261, 263, 264], "indexretrivel": 282, "indic": [33, 37, 39, 98, 115, 241, 254, 255, 260, 261, 263, 264, 267], "individu": [2, 5, 89, 90, 98, 123, 124, 182, 185, 237, 241, 245, 246, 254, 259, 276], "industri": [109, 147, 249, 259, 261, 266, 267], "inexpens": 98, "infer": [17, 26, 27, 41, 43, 44, 45, 46, 47, 50, 51, 52, 53, 63, 69, 70, 72, 74, 86, 89, 91, 107, 109, 110, 112, 115, 117, 118, 121, 130, 139, 140, 141, 142, 143, 147, 149, 150, 151, 160, 164, 177, 183, 186, 190, 191, 214, 215, 216, 218, 221, 227, 249, 250, 260, 261, 263, 264, 267, 281, 282, 283], "inferec": 248, "inferenc": 199, "inferencecli": [50, 112, 114], "inferi": 267, "infin": [107, 118, 126, 134, 143, 175, 181, 189, 198, 227, 230, 270, 273], "infinit": 94, "info": [5, 28, 77, 94, 109, 112, 113, 114, 115, 116, 225, 229, 236, 238, 261, 263, 264, 266, 267, 280], "inform": [2, 3, 7, 8, 12, 20, 23, 24, 29, 31, 34, 35, 36, 38, 53, 60, 65, 67, 70, 72, 73, 74, 77, 80, 88, 89, 91, 93, 97, 100, 109, 112, 113, 115, 121, 123, 124, 130, 131, 136, 137, 138, 139, 140, 147, 149, 160, 161, 163, 168, 172, 178, 186, 191, 194, 196, 198, 200, 202, 205, 206, 207, 208, 209, 211, 212, 217, 219, 222, 223, 230, 232, 237, 238, 241, 243, 244, 252, 254, 255, 258, 259, 260, 261, 263, 264, 265, 267, 270, 272, 273, 274, 277, 281], "informant": 42, "infrastructur": [2, 3, 51, 58, 193, 194, 234, 245, 246, 250, 266, 267, 276, 282, 285], "ingest": [12, 70, 72, 73, 74, 80, 95, 97, 101, 160, 184, 266, 267, 281], "ingest_doc": 97, "ingest_video": 19, "ingredi": 267, "ingress": [197, 198, 248], "ingress_host": [198, 232], "ingress_port": [198, 232], "ingressgatewai": [198, 232], "inher": 267, "inherit": 3, "ini": 274, "init": [70, 81, 273, 281], "initdb": [70, 81], "initi": [2, 3, 34, 45, 46, 47, 108, 114, 119, 120, 164, 167, 176, 230, 241, 245, 250, 260, 261, 263, 264, 267, 272, 273, 274, 280, 281, 282, 283], 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228, 232, 254], "insert_befor": 232, "insert_your_ip_her": 151, "insid": [80, 92, 95, 198, 230, 259], "insight": [88, 90, 110, 121, 147, 160, 163, 210, 238, 250, 267], "inspir": [110, 237, 261], "instal": [11, 48, 51, 52, 54, 75, 78, 92, 94, 97, 103, 107, 108, 109, 111, 112, 113, 117, 118, 119, 120, 121, 122, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 139, 140, 142, 143, 144, 145, 146, 149, 153, 154, 155, 161, 162, 164, 166, 167, 168, 175, 176, 178, 180, 181, 182, 184, 186, 188, 189, 192, 194, 198, 200, 222, 225, 226, 227, 231, 232, 238, 239, 254, 259, 260, 267, 280, 281, 282, 283], "installt": [226, 228], "instanc": [38, 48, 79, 89, 112, 113, 118, 140, 149, 161, 178, 186, 199, 223, 226, 227, 228, 237, 245, 249, 260, 261, 263, 264, 267], "instancenam": 223, "instanti": 267, "instead": [89, 98, 114, 199, 222, 223, 225, 231, 245, 253, 254, 261, 267, 281, 283], "instruct": [3, 45, 46, 47, 48, 50, 51, 52, 67, 80, 95, 97, 99, 100, 102, 109, 110, 111, 112, 113, 114, 121, 130, 139, 147, 148, 149, 150, 151, 160, 163, 168, 172, 177, 178, 179, 183, 185, 186, 187, 191, 197, 198, 223, 228, 232, 248, 250, 255, 259, 260, 261, 263, 264, 265, 267, 268, 280, 281, 282, 283, 284], "instructhumanev": [88, 122], "instruction_token": 122, "instructiontun": 283, "instrument": [9, 89, 109, 115, 136, 137, 138, 259, 260, 261, 263, 264, 267], "insuffici": 90, "insult": 237, "int": [3, 98], "int8": 61, "integ": 253, "integr": [2, 3, 7, 20, 23, 24, 25, 28, 33, 36, 37, 39, 42, 45, 49, 56, 59, 91, 102, 103, 111, 112, 113, 114, 116, 121, 123, 124, 137, 138, 140, 141, 149, 150, 161, 162, 164, 172, 178, 179, 184, 186, 187, 191, 196, 198, 230, 238, 241, 245, 246, 248, 249, 250, 254, 267, 275, 276, 280, 283], "intel": [2, 3, 30, 32, 35, 38, 44, 45, 50, 51, 52, 53, 54, 57, 61, 88, 90, 91, 100, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 121, 123, 124, 125, 126, 127, 130, 131, 132, 133, 134, 137, 138, 139, 141, 142, 143, 144, 147, 150, 151, 153, 157, 158, 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116, 121, 123, 124, 130, 139, 143, 164, 172, 184, 186, 187, 226, 241, 259, 260, 261, 263, 264, 267], "internalservic": [118, 227, 229, 230], "internet": [110, 227, 267, 273, 274], "interoper": [121, 267], "interpret": 254, "interv": 225, "interven": 254, "intric": 267, "intro": 35, "introduc": [3, 34, 92, 95, 98, 123, 124, 191, 232, 238, 245, 249, 267, 270, 272, 281, 283], "introduct": [9, 254, 277], "introductori": 254, "intuit": [20, 23, 24], "inur": 241, "invalid": [121, 122, 123, 124, 125, 198, 203, 229, 283], "invalu": [2, 168], "invest": 266, "investig": 237, "invis": [237, 253], "invit": [130, 160, 177, 185], "invok": [3, 11, 12, 14, 17, 18, 19, 35, 41, 123, 124, 197, 249], "involv": [30, 97, 107, 118, 121, 143, 227, 237, 238, 241, 245, 260, 261, 263, 264, 267, 276], "io": [3, 17, 26, 27, 34, 41, 42, 43, 44, 45, 50, 63, 69, 70, 72, 74, 80, 86, 89, 91, 97, 100, 107, 112, 114, 115, 118, 141, 143, 150, 162, 186, 187, 197, 198, 199, 200, 202, 214, 215, 216, 223, 225, 227, 228, 230, 231, 232, 243, 254, 255, 260, 261, 263, 264, 270, 273, 282, 283], "io_gmconnector": [226, 270], "ip": [35, 45, 58, 74, 91, 104, 105, 110, 111, 112, 113, 114, 123, 124, 133, 137, 138, 140, 141, 149, 150, 151, 161, 162, 164, 173, 174, 184, 186, 187, 198, 201, 203, 204, 221, 223, 232, 260, 261, 263, 264, 273, 274], "ip6tabl": 273, "ip_address": [3, 6, 23, 40, 55, 57, 64, 75, 100, 101, 148, 151], "ip_forward": 273, "ipaddr": 274, "ipc": [3, 6, 11, 12, 13, 14, 15, 16, 17, 18, 21, 26, 27, 30, 32, 34, 35, 38, 40, 41, 42, 43, 44, 45, 46, 47, 50, 54, 55, 61, 62, 63, 66, 67, 68, 70, 71, 72, 73, 74, 75, 86, 88, 97, 103, 112, 114, 115, 116, 123, 124, 140, 149, 150, 157, 158, 170, 171, 260, 261, 263, 264], "ipconfig": 111, "ippool": 273, "iptabl": 273, "ipv": 273, "ipv4": [111, 113, 161, 162, 164, 184, 186, 260, 273], "ir": 232, "iri": 242, "is_complex": 115, "is_floating_point": 115, "is_releas": 255, "is_thumbs_up": 29, "isdownstreamservic": [229, 230], "isn": 254, "iso27001": 267, "isol": [2, 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259, 267, 270, 274, 283], "spectrogram": 249, "speech": [2, 6, 12, 38, 75, 102, 103, 104, 105, 190, 191, 217, 253], "speecht5": [102, 104, 105, 107, 190, 191, 217, 252, 281], "speecht5_serv": 75, "speecht5_tt": 2, "speecht5model": 282, "speed": [11, 13, 16, 17, 57, 74, 117, 238, 244, 267], "speedup": 17, "spell": [115, 261, 263, 264, 283], "spent": [120, 176], "sphinx": [254, 255, 256], "sphinx_": 254, "sphinx_build": 254, "sphinxcontrib": 255, "spliit": 248, "split": [280, 282], "split_merg": [91, 97], "spoken": [102, 191], "spot": 266, "spr": [89, 249], "spreadsheet": 110, "spycsh": 245, "sql": [5, 70, 81, 100, 191, 250], "sqlitedb": 77, "squad": 250, "squad_v2": 148, "squar": 256, "sqv2_context": 148, "sqv2_faq": 148, "src": [3, 78, 109, 112, 113, 114, 115, 116, 261, 263, 264], "ss": [197, 198], "ssh": [112, 113, 123, 131, 140, 149, 161, 178, 186, 274], "ssl": 274, "st": 272, "stabl": [30, 40, 178, 179, 246, 266, 267, 273, 284], "stack": [9, 67, 72, 73, 84, 115, 118, 194, 199, 210, 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80, 83, 112, 113, 123, 131, 140, 149, 161, 178, 186, 190, 197, 200, 245, 259, 267], "storageclassnam": 200, "store": [7, 8, 10, 12, 28, 59, 64, 65, 67, 69, 70, 72, 73, 74, 79, 90, 109, 136, 137, 138, 160, 172, 183, 184, 190, 191, 236, 241, 244, 245, 249, 250, 251, 259, 260, 261, 263, 264, 266, 267, 274, 276, 283], "str": [3, 98, 245], "straightforward": [20, 23, 24, 61, 63], "strategi": [4, 5, 11, 13, 16, 17, 44, 88, 91, 100, 139, 275, 282], "strategy_fil": 91, "stream": [41, 43, 44, 45, 46, 47, 48, 50, 51, 52, 53, 80, 90, 104, 105, 107, 111, 112, 113, 114, 115, 116, 123, 124, 164, 172, 173, 174, 184, 209, 253, 260, 261, 263, 264, 267, 268, 282, 283], "stream_opt": 253, "streamlin": [45, 46, 47, 58, 91, 121, 163, 191, 198, 250, 275], "strength": 267, "strengthen": 282, "stress": [93, 110, 281], "stress_venv": 110, "stresscli": [88, 90, 258, 282, 283], "stresscli_virtualenv": 93, "stretch": 250, "strict": 196, "string": [20, 23, 24, 35, 36, 45, 50, 98, 115, 201, 203, 204, 205, 206, 207, 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"useclip": 184, "useless": [282, 283], "user": [2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 28, 29, 32, 33, 34, 35, 36, 38, 39, 41, 42, 45, 50, 51, 52, 53, 58, 59, 60, 65, 67, 70, 72, 73, 74, 75, 90, 94, 100, 102, 107, 109, 111, 112, 114, 115, 118, 119, 120, 121, 123, 124, 127, 128, 129, 130, 136, 137, 138, 139, 143, 144, 153, 156, 160, 161, 162, 164, 165, 167, 168, 172, 176, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 196, 197, 198, 200, 202, 225, 226, 227, 228, 232, 238, 240, 241, 243, 244, 245, 246, 249, 250, 251, 252, 253, 254, 255, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 276, 280, 281, 282, 283, 284], "user_model": 88, "user_queri": [90, 110], "userguid": 272, "userinfo": 197, "usernam": [92, 165, 197, 198, 223, 255, 259, 272, 274], "uservic": [89, 127, 144, 153, 201, 203, 204, 208, 221, 230, 252, 281], "using_microservice_to_implement_chatqna": [244, 251], "usr": [12, 115, 225, 273], "usual": [3, 232, 253, 254], "usvc": [89, 201, 202, 230, 252, 281, 282], "ut": [238, 281, 282, 283, 285], "utf": 254, "util": [11, 13, 16, 17, 18, 19, 20, 23, 24, 25, 30, 33, 34, 36, 37, 39, 42, 45, 49, 51, 52, 53, 56, 57, 58, 65, 67, 70, 72, 73, 74, 91, 97, 104, 105, 107, 111, 112, 113, 114, 116, 118, 121, 123, 124, 126, 131, 132, 134, 139, 140, 141, 143, 147, 149, 150, 157, 158, 160, 161, 162, 163, 164, 166, 170, 171, 173, 174, 175, 178, 179, 181, 184, 185, 186, 187, 189, 191, 196, 223, 225, 227, 250, 253, 255, 259, 260, 261, 263, 264, 267, 274, 281], "uuid": [29, 161, 162], "uvicorn": [57, 64, 77, 282], "ux": 250, "v": [3, 13, 17, 26, 27, 34, 35, 41, 42, 43, 44, 45, 50, 63, 68, 70, 72, 74, 80, 81, 83, 86, 112, 114, 123, 124, 195, 246, 267, 272, 273, 274], "v0": [3, 97, 100, 110, 148, 195, 249, 254, 257, 278, 283], "v1": [2, 3, 6, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 60, 61, 62, 63, 64, 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172, 198, 229, 238, 248, 249, 265, 266, 267, 281, 282, 283, 284], "validate_servic": [111, 112, 113, 114], "validate_topologi": 93, "valu": [3, 9, 29, 30, 63, 64, 89, 91, 97, 106, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 121, 123, 124, 125, 127, 130, 131, 132, 133, 134, 137, 138, 142, 144, 151, 153, 160, 161, 162, 164, 166, 167, 178, 179, 180, 183, 184, 186, 191, 195, 198, 199, 200, 227, 229, 230, 232, 241, 253, 256, 260, 261, 263, 264, 267, 270, 273, 274, 276, 281, 282, 283], "valuabl": [163, 238, 244, 267], "values_apisix_gw": 197, "vanilla": 259, "var": [95, 100, 225, 273, 274], "vari": [98, 241, 253, 260, 261, 263, 264], "variabl": [3, 9, 10, 30, 57, 58, 64, 69, 80, 86, 95, 108, 110, 119, 120, 128, 129, 135, 143, 145, 146, 151, 154, 155, 167, 176, 182, 198, 199, 218, 238, 259, 273, 282, 283], "variant": 88, "variat": [238, 267], "varieti": [48, 53, 74, 88, 260, 261, 263, 264, 267, 268, 271], "variou": [2, 7, 10, 20, 23, 24, 28, 59, 76, 77, 88, 90, 121, 147, 168, 191, 196, 198, 245, 246, 254, 266, 267, 274, 276], "vast": 147, "vaswani": 98, "vault": 223, "vcpu": 89, "vdm": [183, 184, 191, 277, 283], "vdms_host": [18, 19, 184], "vdms_port": [18, 19, 184], "ve": [0, 57, 112, 113, 123, 131, 140, 149, 161, 178, 186, 199, 205, 206, 207, 208, 209, 211, 212, 217, 219, 254, 255, 273, 274], "vecotor": [113, 114, 115, 116], "vector": [10, 12, 19, 20, 23, 24, 25, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 78, 86, 89, 95, 97, 100, 109, 111, 112, 113, 114, 115, 116, 118, 136, 137, 138, 160, 161, 164, 172, 183, 184, 191, 201, 202, 206, 212, 227, 230, 250, 252, 253, 259, 260, 261, 263, 264, 266, 267, 277, 279, 281, 282, 283], "vector_stor": 78, "vectordb": [14, 65, 78, 81, 86, 109, 160, 183, 190, 279, 284], "vectorstor": [12, 70, 78, 80, 81, 238, 242, 245, 280, 283], "vectorstore_pathwai": 80, "vendor": [130, 160, 177, 185, 238, 266, 267, 283], "venkatesh": 242, "venv": [93, 110, 274], "venvdir": 274, "ver": 234, "verbal": 249, "verbatim": 253, "verbos": 198, 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191, 249, 272, 277, 282, 283, 284], "video1": 12, "video2": 12, "video_fn": [161, 162], "video_id": [161, 162], "video_nam": 184, "video_url": [57, 64, 184], "videonam": [161, 162], "videoname_uuid": [161, 162], "videoqna": [64, 283], "videoragqna": 283, "view": [32, 48, 94, 115, 119, 120, 164, 166, 167, 176, 198, 238, 254, 255, 259, 261, 263, 264, 267], "viewer": [165, 198], "viewpoint": 237, "vim": [3, 48, 92, 259, 283], "violat": [237, 241], "violenc": 34, "virtu": 198, "virtual": [93, 223, 232, 255, 256, 274], "virtualenv": 93, "virtualservic": 232, "visibl": [237, 241, 267], "vision": [57, 160, 183, 267, 284], "visit": [121, 160, 255, 268, 274], "visual": [55, 56, 88, 90, 160, 189, 191, 200, 223, 231, 249, 250, 258, 259, 265, 267], "visualchat": 250, "visualqna": [88, 90, 168, 242, 281, 282, 283], "visualqna_gaudi": 189, "visualqna_xeon": 189, "visuralqna": 187, "vit": [183, 184, 191], "vital": [65, 67, 70, 72, 73, 74, 230], "vite_backend_service_endpoint_chatqna": 167, 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263, 264], "vmware": [236, 266], "voic": [108, 249], "vol": 197, "volum": [20, 23, 24, 34, 42, 57, 63, 70, 72, 74, 79, 86, 106, 115, 117, 125, 127, 133, 142, 144, 151, 153, 166, 180, 184, 188, 232, 245, 261, 263, 264, 282], "volumemod": 200, "volumemount": 232, "volumesourc": 232, "vote": 240, "vpc": 272, "vqa": 185, "vtt": 12, "vulner": [238, 243, 244], "vwqqj": 274, "vxlancrosssubnet": 273, "w": [197, 198, 238, 283], "w200": 254, "wa": [0, 35, 95, 98, 107, 115, 118, 199, 227, 237, 253, 254, 261, 263, 264, 267], "wai": [2, 12, 17, 18, 23, 26, 27, 45, 48, 76, 93, 95, 101, 109, 110, 112, 114, 121, 123, 124, 130, 139, 147, 168, 172, 191, 194, 234, 237, 241, 243, 246, 249, 252, 254, 260, 261, 263, 264, 271, 272, 274], "wait": [2, 55, 64, 77, 80, 90, 112, 115, 168, 184, 186, 187, 197, 208, 209, 261, 263, 264, 273], "wait_util_all_pod_readi": 283, "walk": [255, 260, 261, 263, 264], "wang": [87, 242], "want": [3, 5, 29, 36, 42, 51, 52, 53, 58, 69, 80, 91, 92, 96, 102, 103, 109, 110, 111, 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KubeRay in Kubernetes Cluster", "OPEA Project", "Contributor Covenant Code of Conduct", "Contribution Guidelines", "Reporting a Vulnerability", "Technical Steering Committee (TSC)", "Technical Charter (the \u201cCharter\u201d) for OPEA a Series of LF Projects, LLC", "OPEA Project Code Owners", "OPEA Community", "Request for Comments (RFCs)", "24-05-16 GenAIExamples-001 Using MicroService to Implement ChatQnA", "24-05-16 OPEA-001 Overall Design", "24-05-24 OPEA-001 Code Structure", "24-06-21-OPEA-001-Guardrails-Gateway", "24-08-02-OPEA-AIAvatarChatbot", "24-08-07 OPEA-001 OPEA GenAIStudio", "RFC Archive", "Deploying GenAI", "OPEA API Service Spec (v0.9)", "Documentation Guidelines", "OPEA Documentation Generation", "Drawings Using Graphviz", "Developer Guides", "Evaluating GenAI", "ChatQnA Sample Guide", "Single node on-prem deployment with Ollama on AIPC", "Single node on-prem deployment with vLLM or TGI on Gaudi AI Accelerator", "ChatQnA Example Deployment Options", "Single node 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"card": 98, "case": [90, 227, 260, 261, 263, 264], "cd": 285, "charact": 254, "chart": [109, 121, 130, 139, 194, 195, 200, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 226, 228, 234, 252], "charter": 241, "chat": [7, 8, 109, 123, 124, 163, 164, 167, 176, 253, 267], "chatbot": 249, "chathistori": 277, "chatqna": [91, 94, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 120, 164, 191, 201, 202, 223, 227, 230, 234, 245, 259, 260, 261, 262, 263, 264, 265, 268, 270], "chatqna_neuralchat_rerank_latest": 91, "check": [24, 26, 27, 33, 34, 39, 43, 44, 45, 46, 47, 50, 51, 61, 63, 66, 68, 70, 71, 72, 73, 74, 80, 109, 115, 228, 238, 260, 261, 263, 264], "chines": 97, "chroma": [76, 77], "ci": 285, "cicd": 242, "citat": [1, 87, 98, 159, 193], "clean": [57, 64, 110, 184, 273], "cli": [8, 11, 12, 13, 14, 15, 16, 17, 18, 26, 27, 29, 30, 34, 35, 41, 43, 44, 45, 46, 47, 50, 58, 60, 63, 66, 67, 68, 69, 70, 71, 72, 73, 74, 157, 158, 170, 171], "client": [21, 22, 62], "clip": [20, 24], "clone": 45, "cloud": [196, 262], "cluster": [30, 106, 107, 110, 117, 118, 125, 126, 133, 134, 142, 143, 151, 175, 180, 181, 188, 189, 194, 225, 226, 227, 234, 235, 272, 273, 274], "code": [104, 105, 116, 121, 123, 124, 128, 129, 130, 135, 163, 200, 237, 238, 242, 245, 247, 254, 257], "codegen": [121, 122, 123, 124, 125, 126, 127, 164, 167, 191, 203, 265], "codetran": [130, 131, 132, 133, 134, 191, 204, 265], "collect": 110, "color": 254, "column": 254, "command": [88, 122, 201, 203, 204, 221, 254], "comment": 244, "commit": 192, "committe": [236, 240, 241], "commun": [238, 241, 243], "compani": [236, 266], "compar": 266, "compat": [245, 246, 248, 249, 250], "complianc": 241, "compon": [2, 200, 238, 266, 267, 268, 273], "compos": [11, 12, 13, 14, 15, 16, 17, 19, 23, 24, 26, 27, 34, 41, 43, 44, 45, 46, 47, 50, 58, 63, 67, 69, 70, 72, 73, 74, 109, 112, 114, 116, 198, 230, 234, 270], "comprehens": 276, "conceptu": 266, "condit": 199, "conduct": [237, 238], "config": [80, 91, 274], "configur": [79, 80, 81, 89, 90, 91, 93, 94, 110, 165, 166, 232, 250, 253, 273, 274], "connector": [194, 226, 228, 230, 234, 252, 270], "consid": [245, 246, 248], "consol": 272, "construct": [245, 267], "consum": [11, 12, 14, 17, 18, 19, 23, 24, 25, 26, 27, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 56, 58, 61, 63, 66, 67, 68, 70, 71, 72, 73, 74, 86, 101, 109, 112, 114, 116, 121, 130, 139, 156, 169, 172], "contain": [21, 32, 38, 62, 89, 109, 111, 112, 113, 114, 115, 116, 123, 124, 131, 132, 137, 138, 140, 141, 149, 150, 161, 162, 164, 178, 179, 184, 186, 187, 232, 260, 261, 263, 264], "containerd": 225, "content": [2, 88, 90, 163, 168, 194, 199, 200, 250, 253, 254, 255], "context": 163, "continu": 242, "contribut": [2, 168, 238, 243, 266, 284], "contributor": [237, 238, 281], "convers": [112, 113, 114, 116, 119, 260, 261, 263, 264], "copilot": [123, 124], "core": [268, 277], "correct": 237, "cost": 266, "counter": 223, "coven": [237, 238], "cpu": [30, 51, 52, 54, 88, 89], "cr": 229, "crag": 95, "creat": [30, 78, 82, 123, 131, 156, 169, 195, 238, 272, 273, 274], "criteria": 238, "cross": 254, "crud": 97, "curl": [198, 201, 203, 204, 221], "current": 250, "custom": [3, 120, 123, 124, 229, 245, 276], "cypher": 42, "daemonset": 223, "dashboard": [88, 92, 109, 223, 259], "data": [10, 12, 19, 74, 80, 99, 101, 110, 164, 167, 206, 227], "databas": [101, 202], "dataprep": [10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 111, 112, 113, 114, 116, 161, 162, 164, 184, 260, 261, 263, 264, 277], "dataset": [78, 91, 95, 97, 103, 148], "db": [80, 210], "dbname": 81, "defin": [202, 274], "delet": [225, 226, 230, 234, 235, 260, 261, 263, 264], "delete_fil": [11, 14, 17], "delete_video": 12, "demo": [160, 249, 273], "depend": [205, 206, 207, 208, 209, 211, 212, 217, 219], "deploi": [102, 106, 107, 109, 110, 117, 118, 121, 125, 126, 127, 130, 133, 134, 139, 142, 143, 144, 147, 151, 153, 156, 157, 158, 160, 166, 168, 169, 170, 171, 172, 175, 177, 180, 181, 183, 185, 188, 189, 194, 200, 224, 225, 226, 227, 234, 235, 252, 260, 261, 263, 264, 266, 268, 274], "deploy": [136, 168, 226, 231, 232, 248, 250, 259, 260, 261, 262, 263, 264, 266, 268, 284], "deprec": [12, 17], "descript": [30, 98, 226], "design": [245, 246, 247, 248, 249, 250], "desir": 99, "detail": [109, 259, 281, 282, 283], "detect": [32, 35, 36, 37, 38, 41], "develop": [32, 38, 192, 231, 257], "diagram": 259, "differ": [136, 266], "direct": 256, "discuss": 238, "do": 266, "doc": [145, 146, 154, 167, 202, 242], "docindexretriev": [191, 265], "docker": [3, 6, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 86, 104, 105, 109, 110, 111, 112, 113, 114, 115, 116, 121, 123, 124, 130, 131, 132, 137, 138, 139, 140, 141, 149, 150, 157, 158, 161, 162, 164, 170, 171, 173, 174, 178, 179, 184, 186, 187, 190, 200, 225, 226, 260, 261, 263, 264], "docretriev": [136, 137, 138], "docsum": [139, 142, 143, 144, 164, 191, 221, 265], "document": [11, 13, 14, 15, 16, 17, 18, 44, 139, 140, 141, 163, 164, 238, 254, 255, 257, 275], "doe": 266, "done": 285, "download": [81, 83, 84, 85, 123], "draft": [266, 267], "draw": [254, 256], "dump": 93, "each": 115, "edg": 256, "ek": 272, "embed": [11, 17, 20, 21, 22, 23, 24, 25, 26, 27, 30, 62, 66, 67, 68, 70, 71, 72, 74, 111, 112, 113, 114, 115, 116, 161, 162, 164, 173, 174, 184, 202, 207, 253, 260, 261, 263, 264, 277], "embedd": [69, 80], "enabl": [198, 199, 225, 230], "end": 267, "endpoint": [21, 35, 51, 52, 53, 62, 99, 202], "enforc": 237, "engin": 3, "english": 97, "enterpris": [250, 266, 267], "env": [260, 261, 263, 264], "environ": [8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 25, 29, 33, 34, 36, 37, 39, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 56, 58, 60, 61, 63, 66, 67, 68, 70, 71, 72, 73, 74, 97, 104, 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12, "get": [32, 35, 38, 48, 49, 77, 82, 95, 100, 108, 110, 119, 120, 128, 129, 135, 145, 146, 154, 155, 167, 168, 176, 182, 202, 226, 268], "get_fil": [11, 14, 17], "get_video": 12, "glossari": 269, "gmc": [109, 130, 139, 194, 195, 226, 227, 228, 229, 230, 234, 270], "gotcha": 199, "govern": 243, "gpu": [109, 110, 116, 234, 263], "grade": [95, 267], "grafana": [88, 92, 109, 223, 259], "graph": [42, 256], "graphviz": 256, "guard": [20, 25, 33, 36, 37, 39, 49, 56], "guardrail": [34, 114, 208, 232, 248, 261, 277], "guid": [163, 168, 226, 230, 234, 243, 252, 257, 259, 268], "guidelin": [237, 238, 254], "har": 88, "hardrware_info": 91, "hardwar": [89, 223, 238], "hat": 109, "head": 254, "health": 80, "helm": [109, 121, 130, 139, 194, 195, 200, 223, 226, 228, 234, 252], "high": 250, "highlight": [254, 279, 280], "histori": [7, 8, 164], "horizontalpodautoscal": 199, "how": [88, 98, 100, 115, 123, 124, 223, 225, 259, 266, 274], "hpa": 199, "http": 82, "hub": 200, "huggingfac": 99, "i": [238, 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Build Docker Image": [[157, "build-docker-image"], [158, "build-docker-image"], [170, "build-docker-image"], [171, "build-docker-image"]], "1. Build Embedding Image": [[111, "build-embedding-image"], [112, "build-embedding-image"], [113, "build-embedding-image"], [114, "build-embedding-image"], [164, "build-embedding-image"], [173, "build-embedding-image"], [174, "build-embedding-image"], [184, "build-embedding-image"]], "1. Build Images for necessary microservices. (Optional after docker image release)": [[137, "build-images-for-necessary-microservices-optional-after-docker-image-release"], [138, "build-images-for-necessary-microservices-optional-after-docker-image-release"]], "1. Build LLM Image": [[140, "build-llm-image"], [149, "build-llm-image"], [178, "build-llm-image"], [179, "build-llm-image"]], "1. Build LVM and NGINX Docker Images": [[186, "build-lvm-and-nginx-docker-images"], [187, "build-lvm-and-nginx-docker-images"]], "1. Build embedding-multimodal-bridgetower Image": [[161, "build-embedding-multimodal-bridgetower-image"], [162, "build-embedding-multimodal-bridgetower-image"]], "1. Build the LLM Docker Image": [[123, "build-the-llm-docker-image"], [124, "build-the-llm-docker-image"], [131, "build-the-llm-docker-image"], [132, "build-the-llm-docker-image"]], "1. Check environment variables": [[115, "check-environment-variables"]], "1. Configuration": [[79, "configuration"]], "1. Correction": [[237, "correction"]], "1. Create Pinecone account from the below link": [[82, "create-pinecone-account-from-the-below-link"]], "1. Create release candidate branch": [[195, "create-release-candidate-branch"]], "1. Download Pgvector image": [[81, "download-pgvector-image"]], "1. Download Qdrant image": [[83, "download-qdrant-image"]], "1. Download Redis image": [[84, "download-redis-image"]], "1. Download VDMS image": [[85, "download-vdms-image"]], "1. Install the GMC Helm Chart": [[234, "install-the-gmc-helm-chart"]], "1. Introduction": [[22, "introduction"]], "1. Mission and Scope of the Project": [[241, "mission-and-scope-of-the-project"]], "1. Overview": [[3, "overview"]], "1. Preparation": [[110, "preparation"], [110, "id1"], [110, "id6"]], "1. Pull TGI Gaudi Image": [[141, "pull-tgi-gaudi-image"], [150, "pull-tgi-gaudi-image"]], "1. Setup Prometheus": [[92, "setup-prometheus"]], "1. Setup Prometheus & Grafana": [[223, "setup-prometheus-grafana"]], "1. Source Code install GenAIComps": [[104, "source-code-install-genaicomps"], [105, "source-code-install-genaicomps"], [116, "source-code-install-genaicomps"]], "1. Summary": [[267, "summary"]], "1. Upload a training file": [[156, "upload-a-training-file"], [169, "upload-a-training-file"]], "1. \ud83d\ude80Start Microservice with Python (Option 1)": [[71, "start-microservice-with-python-option-1"]], "1.1 Build Docker Image": [[24, "build-docker-image"]], "1.1 Build Images": [[57, "build-images"], [64, "build-images"]], "1.1 Install Requirements": [[6, "install-requirements"], [12, "install-requirements"], [14, "install-requirements"], [17, "install-requirements"], [18, "install-requirements"], [19, "install-requirements"], [23, "install-requirements"], [26, "install-requirements"], [27, "install-requirements"], [30, "install-requirements"], [32, "install-requirements"], [34, "install-requirements"], [35, "install-requirements"], [38, "install-requirements"], [40, "install-requirements"], [41, "install-requirements"], [44, "install-requirements"], [45, "install-requirements"], [50, "install-requirements"], [55, "install-requirements"], [56, "install-requirements"], [61, "install-requirements"], [63, "install-requirements"], [67, "install-requirements"], [70, "install-requirements"], [71, "install-requirements"], [72, "install-requirements"], [73, "install-requirements"], [74, "install-requirements"]], "1.1 Requirements": [[11, "requirements"]], "1.1 Setup Environment Variables": [[42, "setup-environment-variables"], [43, "setup-environment-variables"], [46, "setup-environment-variables"], [47, "setup-environment-variables"]], "1.1 Supported agent types": [[3, "supported-agent-types"]], "1.2 Build Docker Image": [[43, "build-docker-image"], [46, "build-docker-image"], [47, "build-docker-image"]], "1.2 Install fastRAG": [[61, "install-fastrag"]], "1.2 LLM engine": [[3, "llm-engine"]], "1.2 Run Docker with Docker Compose": [[24, "run-docker-with-docker-compose"]], "1.2 Setup Environment Variables": [[14, "setup-environment-variables"]], "1.2 Setup VectorDB Service": [[67, "setup-vectordb-service"], [73, "setup-vectordb-service"]], "1.2 Start Bias Detection Microservice with Python Script": [[32, "start-bias-detection-microservice-with-python-script"]], "1.2 Start Embedding Service": [[23, "start-embedding-service"], [26, "start-embedding-service"], [27, "start-embedding-service"]], "1.2 Start Finetuning Service with Python Script": [[30, "start-finetuning-service-with-python-script"]], "1.2 Start LLM Service": [[44, "start-llm-service"], [50, "start-llm-service"]], "1.2 Start LLM Service with Python Script": [[45, "start-llm-service-with-python-script"]], "1.2 Start LLaVA Service/Test": [[55, "start-llava-service-test"]], "1.2 Start LVM Service": [[56, "start-lvm-service"]], "1.2 Start Milvus Server": [[11, "start-milvus-server"]], "1.2 Start Neo4j Service": [[42, "start-neo4j-service"]], "1.2 Start PII Detection Microservice with Python Script": [[35, "start-pii-detection-microservice-with-python-script"]], "1.2 Start Qdrant Server": [[71, "start-qdrant-server"]], "1.2 Start Redis Stack Server": [[12, "start-redis-stack-server"], [17, "start-redis-stack-server"]], "1.2 Start Rerank Service": [[64, "start-rerank-service"]], "1.2 Start SVD Service": [[40, "start-svd-service"]], "1.2 Start SpeechT5 Service/Test": [[75, "start-speecht5-service-test"]], "1.2 Start TEI Service": [[63, "start-tei-service"], [70, "start-tei-service"], [72, "start-tei-service"], [74, "start-tei-service"]], "1.2 Start TGI Gaudi Service": [[34, "start-tgi-gaudi-service"]], "1.2 Start TGI Service": [[41, "start-tgi-service"]], "1.2 Start Toxicity Detection Microservice with Python Script": [[38, "start-toxicity-detection-microservice-with-python-script"]], "1.2 Start VDMS Server": [[18, "start-vdms-server"], [19, "start-vdms-server"]], "1.2 Start Video-Llama and LVM Services": [[57, "start-video-llama-and-lvm-services"]], "1.2 Start Whisper Service/Test": [[6, "start-whisper-service-test"]], "1.2.1 Start Ray Cluster": [[30, "start-ray-cluster"]], "1.2.1 Start the TGI Service": [[45, "start-the-tgi-service"]], "1.2.2 Start Finetuning Service": [[30, "start-finetuning-service"]], "1.2.2 Start the vLLM Service": [[45, "start-the-vllm-service"]], "1.2.3 Start the Ray Service": [[45, "start-the-ray-service"]], "1.3 Ingest images or video": [[67, "ingest-images-or-video"]], "1.3 Run Docker with CLI (Option A)": [[43, "run-docker-with-cli-option-a"], [46, "run-docker-with-cli-option-a"], [47, "run-docker-with-cli-option-a"]], "1.3 Setup Environment Variables": [[11, "setup-environment-variables"], [12, "setup-environment-variables"], [17, "setup-environment-variables"], [18, "setup-environment-variables"], [19, "setup-environment-variables"], [71, "setup-environment-variables"]], "1.3 Start ASR Service/Test": [[6, "start-asr-service-test"]], "1.3 Start Image To Text Service/Test": [[55, "start-image-to-text-service-test"]], "1.3 Start Image-to-Video Microservice": [[40, "start-image-to-video-microservice"]], "1.3 Start LLM Service for \u201crag\u201d/\u201dquery\u201d mode": [[42, "start-llm-service-for-rag-query-mode"]], "1.3 Start PGVector": [[14, "start-pgvector"]], "1.3 Start Reranking Service with Python Script": [[61, "start-reranking-service-with-python-script"]], "1.3 Start Retriever Service": [[73, "start-retriever-service"]], "1.3 Start TTS Service/Test": [[75, "start-tts-service-test"]], "1.3 Tools": [[3, "tools"]], "1.3 Verify the TEI Service": [[63, "verify-the-tei-service"], [70, "verify-the-tei-service"], [72, "verify-the-tei-service"], [74, "verify-the-tei-service"]], "1.3 Verify the TGI Gaudi Service": [[34, "verify-the-tgi-gaudi-service"]], "1.3 Verify the TGI Service": [[41, "verify-the-tgi-service"], [44, "verify-the-tgi-service"], [50, "verify-the-tgi-service"]], "1.4 Agent APIs": [[3, "agent-apis"]], "1.4 Run Docker with Docker Compose (Option B)": [[43, "run-docker-with-docker-compose-option-b"], [46, "run-docker-with-docker-compose-option-b"], [47, "run-docker-with-docker-compose-option-b"]], "1.4 Setup Environment Variables": [[41, "setup-environment-variables"]], "1.4 Setup VectorDB Service": [[70, "setup-vectordb-service"], [72, "setup-vectordb-service"], [74, "setup-vectordb-service"]], "1.4 Start Data Preparation Microservice for VDMS with Python Script": [[19, "start-data-preparation-microservice-for-vdms-with-python-script"]], "1.4 Start Document Preparation Microservice for PGVector with Python Script": [[14, "start-document-preparation-microservice-for-pgvector-with-python-script"]], "1.4 Start Document Preparation Microservice for Redis with Python Script": [[17, "start-document-preparation-microservice-for-redis-with-python-script"]], "1.4 Start Document Preparation Microservice for VDMS with Python Script": [[18, "start-document-preparation-microservice-for-vdms-with-python-script"]], "1.4 Start Embedding Service": [[17, "start-embedding-service"]], "1.4 Start Guardrails Service": [[34, "start-guardrails-service"]], "1.4 Start LLM Service with Python Script": [[44, "start-llm-service-with-python-script"], [50, "start-llm-service-with-python-script"]], "1.4 Start LVM Microservice (Optional)": [[12, "start-lvm-microservice-optional"]], "1.4 Start Microservice": [[42, "start-microservice"]], "1.4 Start Mosec Embedding Service": [[11, "start-mosec-embedding-service"]], "1.4 Start Reranking Service with Python Script": [[63, "start-reranking-service-with-python-script"]], "1.4 Start Retriever Service": [[67, "start-retriever-service"], [71, "start-retriever-service"]], "1.5 Start Data Preparation Microservice for Redis with Python Script": [[12, "start-data-preparation-microservice-for-redis-with-python-script"]], "1.5 Start Document Preparation Microservice for Milvus with Python Script": [[11, "start-document-preparation-microservice-for-milvus-with-python-script"]], "1.5 Start Intent Detection Microservice with Python Script": [[41, "start-intent-detection-microservice-with-python-script"]], "1.5 Start Retriever Service": [[70, "start-retriever-service"], [72, "start-retriever-service"], [74, "start-retriever-service"]], "10. Build Nginx Docker Image": [[114, "build-nginx-docker-image"], [116, "build-nginx-docker-image"]], "2 Embedding Microservice": [[115, "embedding-microservice"]], "2. Build ASR Image": [[104, "build-asr-image"], [105, "build-asr-image"]], "2. Build Embedding Image": [[116, "build-embedding-image"]], "2. Build Images for MegaService": [[137, "build-images-for-megaservice"], [138, "build-images-for-megaservice"]], "2. Build LLM Image": [[141, "build-llm-image"], [150, "build-llm-image"]], "2. Build MegaService Docker Image": [[131, "build-megaservice-docker-image"], [132, "build-megaservice-docker-image"], [140, "build-megaservice-docker-image"], [149, "build-megaservice-docker-image"], [178, "build-megaservice-docker-image"], [179, "build-megaservice-docker-image"], [186, "build-megaservice-docker-image"]], "2. Build Retriever Image": [[111, "build-retriever-image"], [112, "build-retriever-image"], [113, "build-retriever-image"], [114, "build-retriever-image"], [164, "build-retriever-image"], [173, "build-retriever-image"], [174, "build-retriever-image"], [184, "build-retriever-image"]], "2. Build retriever-multimodal-redis Image": [[161, "build-retriever-multimodal-redis-image"], [162, "build-retriever-multimodal-redis-image"]], "2. Build the MegaService Docker Image": [[123, "build-the-megaservice-docker-image"], [124, "build-the-megaservice-docker-image"]], "2. Check the docker container status": [[115, "check-the-docker-container-status"]], "2. Configure the username, password and dbname": [[81, "configure-the-username-password-and-dbname"]], "2. Create fine-tuning job": [[156, "create-fine-tuning-job"], [169, "create-fine-tuning-job"]], "2. Create images with release tag": [[195, "create-images-with-release-tag"]], "2. Get API key": [[82, "get-api-key"]], "2. Install ChatQnA": [[110, "install-chatqna"], [110, "id2"], [110, "id7"]], "2. Introduction": [[267, "introduction"]], "2. Metric for Gaudi Hardware(v1.16.2)": [[223, "metric-for-gaudi-hardware-v1-16-2"]], "2. Pull TGI Gaudi Image": [[187, "pull-tgi-gaudi-image"]], "2. Quick Start": [[22, "quick-start"]], "2. Run Docker with CLI": [[157, "run-docker-with-cli"], [158, "run-docker-with-cli"], [170, "run-docker-with-cli"], [171, "run-docker-with-cli"]], "2. Run Milvus service": [[79, "run-milvus-service"]], "2. Run Qdrant service": [[83, "run-qdrant-service"]], "2. Run Redis service": [[84, "run-redis-service"]], "2. Run VDMS service": [[85, "run-vdms-service"]], "2. Setup Grafana": [[92, "setup-grafana"]], "2. Technical Steering Committee": [[241, "technical-steering-committee"]], "2. Warning": [[237, "warning"]], "2. \ud83d\ude80Start Microservice with Docker (Option 2)": [[71, "start-microservice-with-docker-option-2"]], "2.1 Build Docker Images": [[56, "build-docker-images"]], "2.1 Build Docker image": [[22, "build-docker-image"]], "2.1 Build Images": [[6, "build-images"], [40, "build-images"], [55, "build-images"], [75, "build-images"]], "2.1 Check Service Status": [[24, "check-service-status"], [46, "check-service-status"], [47, "check-service-status"]], "2.1 Cypher mode": [[42, "cypher-mode"]], "2.1 Key capabilities": [[267, "key-capabilities"]], "2.1 Option 1: with Python": [[3, "option-1-with-python"]], "2.1 Prepare PII detection model": [[35, "prepare-pii-detection-model"]], "2.1 Prepare bias detection model": [[32, "prepare-bias-detection-model"]], "2.1 Prepare toxicity detection model": [[38, "prepare-toxicity-detection-model"]], "2.1 Setup Environment Variables": [[19, "id2"], [34, "setup-environment-variables"], [44, "setup-environment-variables"], [50, "setup-environment-variables"], [56, "setup-environment-variables"], [61, "setup-environment-variables"], [63, "setup-environment-variables"], [67, "setup-environment-variables"], [70, "setup-environment-variables"], [71, "id1"], [72, "setup-environment-variables"], [73, "setup-environment-variables"], [74, "setup-environment-variables"]], "2.1 Setup on CPU": [[30, "setup-on-cpu"]], "2.1 Start Embedding Service with TEI": [[26, "id1"], [27, "id1"]], "2.1 Start LLM Service with published image": [[45, "start-llm-service-with-published-image"]], "2.1 Start Milvus Server": [[11, "id1"]], "2.1 Start Multimodal Embedding Inference (MMEI) Service": [[23, "start-multimodal-embedding-inference-mmei-service"]], "2.1 Start PGVector": [[14, "id1"]], "2.1 Start Redis Stack Server": [[12, "id1"], [17, "id1"]], "2.1 Start TGI Service": [[41, "id1"]], "2.1 Start VDMS Server": [[18, "id1"], [19, "id1"]], "2.1 vLLM on CPU": [[51, "vllm-on-cpu"], [52, "vllm-on-cpu"]], "2.1.1 Build Docker Image": [[30, "build-docker-image"]], "2.1.1 Construction of GenAI solutions, including retrieval augmentation": [[267, "construction-of-genai-solutions-including-retrieval-augmentation"]], "2.1.1 Install Requirements": [[3, "install-requirements"]], "2.1.1 LLaVA Server Image": [[55, "llava-server-image"]], "2.1.1 SVD Server Image": [[40, "svd-server-image"]], "2.1.1 SpeechT5 Server Image": [[75, "speecht5-server-image"]], "2.1.1 Start TGI Service": [[45, "start-tgi-service"]], "2.1.1 Whisper Server Image": [[6, "whisper-server-image"]], "2.1.1 use LLM endpoint (will add later)": [[35, "use-llm-endpoint-will-add-later"]], "2.1.2 ASR Service Image": [[6, "asr-service-image"]], "2.1.2 Evaluation of GenAI solutions, including retrieval augmentation:": [[267, "evaluation-of-genai-solutions-including-retrieval-augmentation"]], "2.1.2 Image-to-Video Service Image": [[40, "image-to-video-service-image"]], "2.1.2 LVM Service Image": [[55, "lvm-service-image"]], "2.1.2 Run Docker with CLI": [[30, "run-docker-with-cli"]], "2.1.2 Start Microservice with Python Script": [[3, "start-microservice-with-python-script"]], "2.1.2 Start vLLM Service": [[45, "start-vllm-service"]], "2.1.2 TTS Service Image": [[75, "tts-service-image"]], "2.1.3 Start Ray Service": [[45, "start-ray-service"]], "2.2 Build Docker Image": [[11, "build-docker-image"], [23, "build-docker-image"], [26, "build-docker-image"], [27, "build-docker-image"], [32, "build-docker-image"], [34, "build-docker-image"], [35, "build-docker-image"], [38, "build-docker-image"], [44, "build-docker-image"], [45, "build-docker-image"], [50, "build-docker-image"], [61, "build-docker-image"], [63, "build-docker-image"], [67, "build-docker-image"], [70, "build-docker-image"], [71, "build-docker-image"], [72, "build-docker-image"], [73, "build-docker-image"], [74, "build-docker-image"]], "2.2 Consume Embedding Service": [[23, "id1"], [24, "id1"]], "2.2 Consume LLM Service": [[46, "id1"], [47, "id1"]], "2.2 Launch server": [[22, "launch-server"]], "2.2 Option 2. Start Microservice with Docker": [[3, "option-2-start-microservice-with-docker"]], "2.2 Rag mode": [[42, "rag-mode"]], "2.2 Setup Environment Variables": [[14, "id2"], [17, "id2"], [18, "id2"], [41, "id2"]], "2.2 Setup on Gaudi2": [[30, "setup-on-gaudi2"]], "2.2 Start LLM Service with image built from source": [[45, "start-llm-service-with-image-built-from-source"]], "2.2 Start LLaVA and LVM Service": [[55, "start-llava-and-lvm-service"]], "2.2 Start LVM Microservice (Optional)": [[12, "id2"]], "2.2 Start SVD and Image-to-Video Service": [[40, "start-svd-and-image-to-video-service"]], "2.2 Start Service": [[56, "start-service"]], "2.2 Start SpeechT5 and TTS Service": [[75, "start-speecht5-and-tts-service"]], "2.2 Start Whisper and ASR Service": [[6, "start-whisper-and-asr-service"]], "2.2 vLLM on Gaudi": [[51, "vllm-on-gaudi"], [52, "vllm-on-gaudi"]], "2.2.1 Build Docker Image": [[30, "id1"]], "2.2.1 Build Microservices": [[3, "build-microservices"]], "2.2.1 Setup Environment Variables": [[45, "setup-environment-variables"]], "2.2.1 Start LLaVA server": [[55, "start-llava-server"]], "2.2.1 Start SVD server": [[40, "start-svd-server"]], "2.2.1 Start SpeechT5 Server": [[75, "start-speecht5-server"]], "2.2.1 Start Whisper Server": [[6, "start-whisper-server"]], "2.2.1 TGI": [[45, "tgi"]], "2.2.2 Run Docker with CLI": [[30, "id2"]], "2.2.2 Start ASR service": [[6, "start-asr-service"]], "2.2.2 Start Image-to-Video service": [[40, "start-image-to-video-service"]], "2.2.2 Start LVM service": [[55, "start-lvm-service"]], "2.2.2 Start TTS service": [[75, "start-tts-service"]], "2.2.2 Start microservices": [[3, "start-microservices"]], "2.2.2 vLLM": [[45, "vllm"]], "2.2.3 Ray Serve": [[45, "ray-serve"]], "2.2.3 Test": [[6, "test"], [40, "test"], [55, "test"], [75, "test"]], "2.3 Build Docker Image": [[14, "build-docker-image"], [17, "build-docker-image"], [18, "build-docker-image"], [19, "build-docker-image"], [41, "build-docker-image"]], "2.3 Client test": [[22, "client-test"]], "2.3 Query mode": [[42, "query-mode"]], "2.3 Run Docker": [[61, "run-docker"]], "2.3 Run Docker Container with Microservice": [[32, "run-docker-container-with-microservice"], [38, "run-docker-container-with-microservice"]], "2.3 Run Docker with CLI": [[26, "run-docker-with-cli"], [27, "run-docker-with-cli"], [34, "run-docker-with-cli"], [35, "run-docker-with-cli"], [71, "run-docker-with-cli"]], "2.3 Run Docker with CLI (Option A)": [[11, "run-docker-with-cli-option-a"], [44, "run-docker-with-cli-option-a"], [45, "run-docker-with-cli-option-a"], [50, "run-docker-with-cli-option-a"], [63, "run-docker-with-cli-option-a"], [67, "run-docker-with-cli-option-a"], [70, "run-docker-with-cli-option-a"], [72, "run-docker-with-cli-option-a"], [73, "run-docker-with-cli-option-a"], [74, "run-docker-with-cli-option-a"]], "2.3 Run Docker with Docker Compose": [[23, "run-docker-with-docker-compose"]], "2.3 Setup Environment Variables": [[11, "id2"], [12, "id3"]], "2.3 vLLM with OpenVINO": [[51, "vllm-with-openvino"], [52, "vllm-with-openvino"]], "2.3.1 TGI": [[45, "id1"]], "2.3.2 vLLM": [[45, "id2"]], "2.3.3 Ray Serve": [[45, "id3"]], "2.4 Build Docker Image": [[12, "build-docker-image"]], "2.4 Query the service": [[51, "query-the-service"], [52, "query-the-service"]], "2.4 Run Docker Compose": [[19, "run-docker-compose"]], "2.4 Run Docker with CLI": [[18, "run-docker-with-cli"]], "2.4 Run Docker with CLI (Option A)": [[14, "run-docker-with-cli-option-a"], [17, "run-docker-with-cli-option-a"], [41, "run-docker-with-cli-option-a"]], "2.4 Run Docker with Docker Compose": [[26, "run-docker-with-docker-compose"], [27, "run-docker-with-docker-compose"], [34, "run-docker-with-docker-compose"]], "2.4 Run Docker with Docker Compose (Option B)": [[44, "run-docker-with-docker-compose-option-b"], [45, "run-docker-with-docker-compose-option-b"], [50, "run-docker-with-docker-compose-option-b"], [63, "run-docker-with-docker-compose-option-b"], [67, "run-docker-with-docker-compose-option-b"], [70, "run-docker-with-docker-compose-option-b"], [72, "run-docker-with-docker-compose-option-b"], [73, "run-docker-with-docker-compose-option-b"], [74, "run-docker-with-docker-compose-option-b"]], "2.4 Run with Docker Compose (Option B)": [[11, "run-with-docker-compose-option-b"]], "2.4.1 TGI": [[45, "id4"]], "2.4.2 vLLM": [[45, "id5"]], "2.4.3 Ray Serve": [[45, "id6"]], "2.5 Run Docker with CLI (Option A)": [[12, "run-docker-with-cli-option-a"]], "2.5 Run with Docker Compose (Option B - deprecated, will move to genAIExample in future)": [[17, "run-with-docker-compose-option-b-deprecated-will-move-to-genaiexample-in-future"]], "2.5 Run with Docker Compose (Option B)": [[14, "run-with-docker-compose-option-b"], [41, "run-with-docker-compose-option-b"]], "2.6 Run with Docker Compose (Option B - deprecated, will move to genAIExample in future)": [[12, "run-with-docker-compose-option-b-deprecated-will-move-to-genaiexample-in-future"]], "2.Use GMC to compose a ChatQnA Pipeline": [[234, "use-gmc-to-compose-a-chatqna-pipeline"]], "24-05-16 GenAIExamples-001 Using MicroService to Implement ChatQnA": [[245, "genaiexamples-001-using-microservice-to-implement-chatqna"]], "24-05-16 OPEA-001 Overall Design": [[246, "opea-001-overall-design"]], "24-05-24 OPEA-001 Code Structure": [[247, "opea-001-code-structure"]], "24-06-21-OPEA-001-Guardrails-Gateway": [[248, "opea-001-guardrails-gateway"]], "24-08-02-OPEA-AIAvatarChatbot": [[249, "opea-aiavatarchatbot"]], "24-08-07 OPEA-001 OPEA GenAIStudio": [[250, "opea-001-opea-genaistudio"]], "3 Retriever Microservice": [[115, "retriever-microservice"]], "3. Build LLM Image": [[104, "build-llm-image"], [105, "build-llm-image"]], "3. Build LVM Images": [[161, "build-lvm-images"], [162, "build-lvm-images"]], "3. Build MegaService Docker Image": [[141, "build-megaservice-docker-image"], [150, "build-megaservice-docker-image"], [187, "build-megaservice-docker-image"]], "3. Build Rerank Image": [[111, "build-rerank-image"], [112, "build-rerank-image"], [113, "build-rerank-image"], [114, "build-rerank-image"], [164, "build-rerank-image"], [173, "build-rerank-image"], [174, "build-rerank-image"], [184, "build-rerank-image"]], "3. Build Retriever Image": [[116, "build-retriever-image"]], "3. Build UI Docker Image": [[131, "build-ui-docker-image"], [132, "build-ui-docker-image"], [140, "build-ui-docker-image"], [149, "build-ui-docker-image"], [178, "build-ui-docker-image"], [179, "build-ui-docker-image"], [186, "build-ui-docker-image"]], "3. Build the UI Docker Image": [[123, "build-the-ui-docker-image"], [124, "build-the-ui-docker-image"]], "3. Check docker container log": [[115, "check-docker-container-log"]], "3. Create the index in https://app.pinecone.io/": [[82, "create-the-index-in-https-app-pinecone-io"]], "3. Framework Components, Architecture and Flow": [[267, "framework-components-architecture-and-flow"]], "3. Import Grafana Dashboard": [[92, "import-grafana-dashboard"]], "3. Manage fine-tuning job": [[156, "manage-fine-tuning-job"], [169, "manage-fine-tuning-job"]], "3. Metric for OPEA/chatqna": [[223, "metric-for-opea-chatqna"]], "3. Run Pgvector service": [[81, "run-pgvector-service"]], "3. Run tests": [[110, "run-tests"], [110, "id3"], [110, "id8"]], "3. Start all the services Docker Containers": [[137, "start-all-the-services-docker-containers"], [138, "start-all-the-services-docker-containers"]], "3. TSC Voting": [[241, "tsc-voting"]], "3. Temporary Ban": [[237, "temporary-ban"]], "3. Test ChatQnA service": [[234, "test-chatqna-service"]], "3. Test helm charts": [[195, "test-helm-charts"]], "3.1 Check Service Status": [[26, "check-service-status"], [27, "check-service-status"], [34, "check-service-status"], [43, "check-service-status"], [44, "check-service-status"], [45, "check-service-status"], [50, "check-service-status"], [61, "check-service-status"], [63, "check-service-status"], [66, "check-service-status"], [68, "check-service-status"], [70, "check-service-status"], [71, "check-service-status"], [72, "check-service-status"], [73, "check-service-status"], [74, "check-service-status"]], "3.1 Consume Embedding Service": [[67, "consume-embedding-service"]], "3.1 Consume Upload API": [[11, "consume-upload-api"], [14, "consume-upload-api"]], "3.1 Start with CLI (Option 1)": [[58, "start-with-cli-option-1"]], "3.1 Upload Retrieval File": [[110, "upload-retrieval-file"]], "3.1 Upload a training file": [[30, "upload-a-training-file"]], "3.2 Consume Embedding Service": [[26, "id2"], [27, "id2"], [66, "consume-embedding-service"], [68, "consume-embedding-service"], [70, "consume-embedding-service"], [71, "consume-embedding-service"], [72, "consume-embedding-service"], [74, "consume-embedding-service"]], "3.2 Consume FAQGen LLM Service": [[43, "consume-faqgen-llm-service"]], "3.2 Consume Guardrails Service": [[34, "id1"]], "3.2 Consume LLM Service": [[44, "id1"], [50, "id1"]], "3.2 Consume Reranking Service": [[61, "id1"], [63, "id1"]], "3.2 Consume Retriever Service": [[73, "id1"]], "3.2 Consume get_file API": [[11, "consume-get-file-api"], [14, "consume-get-file-api"]], "3.2 Create fine-tuning job": [[30, "create-fine-tuning-job"]], "3.2 Run Benchmark Test": [[110, "run-benchmark-test"]], "3.2 Start with Docker Compose (Option 2)": [[58, "start-with-docker-compose-option-2"]], "3.2 Verify the LLM Service": [[45, "verify-the-llm-service"]], "3.2.1 Instruction Tuning": [[30, "instruction-tuning"]], "3.2.1 Verify the TGI Service": [[45, "verify-the-tgi-service"]], "3.2.2 Reranking Model Training": [[30, "reranking-model-training"]], "3.2.2 Verify the vLLM Service": [[45, "verify-the-vllm-service"]], "3.2.3 Embedding Model Training": [[30, "embedding-model-training"]], "3.2.3 Verify the Ray Service": [[45, "verify-the-ray-service"]], "3.2.4 LLM Pretraining": [[30, "llm-pretraining"]], "3.3 Consume LLM Service": [[45, "id7"]], "3.3 Consume delete_file API": [[11, "consume-delete-file-api"]], "3.3 Manage fine-tuning job": [[30, "manage-fine-tuning-job"]], "3.4 Leverage fine-tuned model": [[30, "leverage-fine-tuned-model"]], "4 TEI Reranking Service": [[115, "tei-reranking-service"]], "4. Assessing GenAI components and flows": [[267, "assessing-genai-components-and-flows"]], "4. Build CodeGen React UI Docker Image (Optional)": [[123, "build-codegen-react-ui-docker-image-optional"], [124, "build-codegen-react-ui-docker-image-optional"]], "4. Build LLM Image": [[111, "build-llm-image"], [112, "build-llm-image"], [113, "build-llm-image"], [114, "build-llm-image"], [164, "build-llm-image"], [173, "build-llm-image"], [174, "build-llm-image"]], "4. Build LVM Image (Xeon)": [[184, "build-lvm-image-xeon"]], "4. Build Nginx Docker Image": [[131, "build-nginx-docker-image"], [132, "build-nginx-docker-image"], [178, "build-nginx-docker-image"], [179, "build-nginx-docker-image"]], "4. Build React UI Docker Image": [[140, "build-react-ui-docker-image"]], "4. Build Rerank Image": [[116, "build-rerank-image"]], "4. Build TTS Image": [[104, "build-tts-image"], [105, "build-tts-image"]], "4. Build UI Docker Image": [[141, "build-ui-docker-image"], [150, "build-ui-docker-image"], [187, "build-ui-docker-image"]], "4. Build dataprep-multimodal-redis Image": [[161, "build-dataprep-multimodal-redis-image"], [162, "build-dataprep-multimodal-redis-image"]], "4. Build react UI Docker Image (Optional)": [[149, "build-react-ui-docker-image-optional"]], "4. Check each micro service used by the Mega Service": [[115, "check-each-micro-service-used-by-the-mega-service"]], "4. Compliance with Policies": [[241, "compliance-with-policies"]], "4. Data collection": [[110, "data-collection"], [110, "id4"], [110, "id9"]], "4. Delete ChatQnA and GMC": [[234, "delete-chatqna-and-gmc"]], "4. Metric for PCM(Intel\u00ae Performance Counter Monitor)": [[223, "metric-for-pcm-intel-performance-counter-monitor"]], "4. Permanent Ban": [[237, "permanent-ban"]], "4. Pull TGI Xeon Image": [[186, "pull-tgi-xeon-image"]], "4. Test GMC": [[195, "test-gmc"]], "4. Validated Model": [[50, "validated-model"]], "4. Validation": [[137, "validation"], [138, "validation"]], "4.1 Consume Upload API": [[17, "consume-upload-api"]], "4.1 Consume videos_with_transcripts API": [[12, "consume-videos-with-transcripts-api"]], "4.1 Use TGI": [[114, "use-tgi"]], "4.2 Consume generate_transcripts API": [[12, "consume-generate-transcripts-api"]], "4.2 Consume get_file API": [[17, "consume-get-file-api"]], "4.2 Use VLLM": [[114, "use-vllm"]], "4.3 Consume delete_file API": [[14, "consume-delete-file-api"], [17, "consume-delete-file-api"]], "4.3 Consume generate_captions API": [[12, "consume-generate-captions-api"]], "4.3 Use VLLM-on-Ray": [[114, "use-vllm-on-ray"]], "4.4 Consume get_videos API": [[12, "consume-get-videos-api"]], "4.5 Consume delete_videos API": [[12, "consume-delete-videos-api"]], "5 Reranking Microservice": [[115, "reranking-microservice"]], "5. Build Dataprep Image": [[111, "build-dataprep-image"], [112, "build-dataprep-image"], [113, "build-dataprep-image"], [114, "build-dataprep-image"], [164, "build-dataprep-image"], [184, "build-dataprep-image"]], "5. Build LLM Image": [[116, "build-llm-image"]], "5. Build MegaService Docker Image": [[161, "build-megaservice-docker-image"], [162, "build-megaservice-docker-image"], [173, "build-megaservice-docker-image"], [174, "build-megaservice-docker-image"]], "5. Build React UI Docker Image": [[141, "build-react-ui-docker-image"]], "5. Build react UI Docker Image (Optional)": [[150, "build-react-ui-docker-image-optional"]], "5. Clean up": [[110, "clean-up"], [110, "id5"], [110, "id10"]], "5. Community Assets": [[241, "community-assets"]], "5. Customize agent strategy": [[3, "customize-agent-strategy"]], "5. Grading Structure": [[267, "grading-structure"]], "5. Publish images": [[195, "publish-images"]], "5. Trouble shooting": [[137, "trouble-shooting"], [138, "trouble-shooting"]], "6 TGI Service": [[115, "tgi-service"]], "6. Build Dataprep Image": [[116, "build-dataprep-image"]], "6. Build Guardrails Docker Image (Optional)": [[114, "build-guardrails-docker-image-optional"]], "6. Build MegaService Docker Image": [[104, "build-megaservice-docker-image"], [105, "build-megaservice-docker-image"], [111, "build-megaservice-docker-image"], [112, "build-megaservice-docker-image"], [113, "build-megaservice-docker-image"], [184, "build-megaservice-docker-image"]], "6. Build Prompt Registry Image": [[164, "build-prompt-registry-image"]], "6. Build UI Docker Image": [[161, "build-ui-docker-image"], [162, "build-ui-docker-image"], [173, "build-ui-docker-image"]], "6. General Rules and Operations.": [[241, "general-rules-and-operations"]], "6. Reference flows": [[267, "reference-flows"]], "7 LLM Microservice": [[115, "llm-microservice"]], "7. Build Chat History Image": [[164, "build-chat-history-image"]], "7. Build MegaService Docker Image": [[114, "build-megaservice-docker-image"], [116, "build-megaservice-docker-image"]], "7. Build UI Docker Image": [[111, "build-ui-docker-image"], [112, "build-ui-docker-image"], [113, "build-ui-docker-image"], [184, "build-ui-docker-image"]], "7. Intellectual Property Policy": [[241, "intellectual-property-policy"]], "8 MegaService": [[115, "megaservice"]], "8. Amendments": [[241, "amendments"]], "8. Build Conversational React UI Docker Image (Optional)": [[112, "build-conversational-react-ui-docker-image-optional"], [113, "build-conversational-react-ui-docker-image-optional"]], "8. Build MegaService Docker Images": [[164, "build-megaservice-docker-images"]], "8. Build UI Docker Image": [[114, "build-ui-docker-image"], [116, "build-ui-docker-image"]], "8.1 Build ChatQnA MegaService Docker Images": [[164, "build-chatqna-megaservice-docker-images"]], "8.2 Build DocSum Megaservice Docker Images": [[164, "build-docsum-megaservice-docker-images"]], "8.3 Build CodeGen Megaservice Docker Images": [[164, "build-codegen-megaservice-docker-images"]], "8.4 Build FAQGen Megaservice Docker Images": [[164, "build-faqgen-megaservice-docker-images"]], "9. Build Conversational React UI Docker Image (Optional)": [[114, "build-conversational-react-ui-docker-image-optional"]], "9. Build Nginx Docker Image": [[112, "build-nginx-docker-image"]], "9. Build React UI Docker Image (Optional)": [[116, "build-react-ui-docker-image-optional"]], "9. Build UI Docker Image": [[164, "build-ui-docker-image"]], "A1: System Components": [[267, "a1-system-components"]], "A2: SW Architecture": [[267, "a2-sw-architecture"]], "A3: System Flows": [[267, "a3-system-flows"]], "A4.1 End-to-end assessment": [[267, "a4-1-end-to-end-assessment"]], "A4.2 Individual Components Assessment": [[267, "a4-2-individual-components-assessment"]], "A4: Select Specifications": [[267, "a4-select-specifications"]], "A5.1 Performance Grading": [[267, "a5-1-performance-grading"]], "A5.2 Features Grading": [[267, "a5-2-features-grading"]], "A5.3 Trustworthiness Grading": [[267, "a5-3-trustworthiness-grading"]], "A5.4 Enterprise-Ready Grading": [[267, "a5-4-enterprise-ready-grading"]], "A5: Grading": [[267, "a5-grading"]], "A6.1 \u2013 Xeon + Gaudi2 LLM RAG flow for Chat QnA": [[267, "a6-1-xeon-gaudi2-llm-rag-flow-for-chat-qna"]], "A6.2 - Multimodal Chat Over Images and Videos": [[267, "a6-2-multimodal-chat-over-images-and-videos"]], "A6.3 \u2013 Optimized Text and Multimodal RAG pipeline": [[267, "a6-3-optimized-text-and-multimodal-rag-pipeline"]], "A6: Reference Flows": [[267, "a6-reference-flows"]], "AI Models": [[284, "ai-models"], [284, "id2"], [284, "id6"], [284, "id10"], [284, "id14"], [284, "id18"], [284, "id22"]], "AI Tools Integration": [[284, "ai-tools-integration"], [284, "id3"], [284, "id7"], [284, "id11"], [284, "id15"], [284, "id19"], [284, "id23"]], "API Services Table of Contents": [[253, "api-services-table-of-contents"]], "API access": [[48, "api-access"]], "APISIX based implementation for cloud native environments": [[196, "apisix-based-implementation-for-cloud-native-environments"]], "ASR": [[102, "asr"]], "ASR Micro Service": [[253, "asr-micro-service"]], "ASR Microservice": [[6, "asr-microservice"]], "Acknowledgements": [[97, "acknowledgements"]], "Adding Edge Labels": [[256, "adding-edge-labels"]], "Additional Content": [[2, "additional-content"], [88, "additional-content"], [168, "additional-content"], [194, "additional-content"]], "Additional steps if your contribution is Hardware Specific": [[238, "additional-steps-if-your-contribution-is-hardware-specific"]], "Agent Microservice": [[3, "agent-microservice"], [277, "agent-microservice"]], "AgentQnA": [[191, "agentqna"]], "AgentQnA Application": [[265, "agentqna-application"]], "Agents for Question Answering": [[100, "agents-for-question-answering"]], "All The Ways To Contribute": [[238, "all-the-ways-to-contribute"]], "Alternative Tabbed Content": [[254, "alternative-tabbed-content"]], "Alternatives Considered": [[245, "alternatives-considered"], [246, "alternatives-considered"], [248, "alternatives-considered"]], "Appendix A \u2013 Draft OPEA Specifications": [[267, "appendix-a-draft-opea-specifications"]], "Architecture": [[168, "architecture"], [226, "architecture"], [232, "architecture"], [259, "architecture"]], "Architecture and Deploy details": [[109, "architecture-and-deploy-details"]], "Asr Microservice": [[277, "asr-microservice"]], "Attribution": [[237, "attribution"]], "AudioQnA": [[108, "audioqna"], [191, "audioqna"]], "AudioQnA Application": [[102, "audioqna-application"], [265, "audioqna-application"]], "AudioQnA accuracy Evaluation": [[103, "audioqna-accuracy-evaluation"]], "Aug 2024": [[284, "aug-2024"]], "Authentication and Authorization": [[252, "authentication-and-authorization"]], "Authentication and Authorization with APISIX and OIDC based Identity provider (Keycloak)": [[197, "authentication-and-authorization-with-apisix-and-oidc-based-identity-provider-keycloak"]], "Authentication and authorization": [[196, "authentication-and-authorization"]], "Author": [[245, "author"], [246, "author"], [247, "author"], [248, "author"], [249, "author"], [250, "author"]], "Auto-Tuning for ChatQnA: Optimizing Accuracy by Tuning Model Related Parameters": [[91, "auto-tuning-for-chatqna-optimizing-accuracy-by-tuning-model-related-parameters"]], "Auto-Tuning for ChatQnA: Optimizing Resource Allocation in Kubernetes": [[91, "auto-tuning-for-chatqna-optimizing-resource-allocation-in-kubernetes"]], "AutoRAG to evaluate the RAG system performance": [[96, "autorag-to-evaluate-the-rag-system-performance"]], "Avatar Chatbot design": [[249, "avatar-chatbot-design"]], "AvatarChatbot megaservice": [[249, "avatarchatbot-megaservice"]], "Background Colors": [[254, "background-colors"]], "Basic UI": [[260, "basic-ui"], [261, "basic-ui"], [261, "id4"], [263, "basic-ui"], [264, "basic-ui"]], "Basic Usage": [[94, "basic-usage"]], "Benchmark": [[88, "benchmark"]], "Benchmark tool preparation": [[110, "benchmark-tool-preparation"]], "Benchmark with Docker": [[110, "benchmark-with-docker"]], "Bias Detection Microservice": [[32, "bias-detection-microservice"]], "Binaries building": [[226, "binaries-building"]], "Binaries deleting": [[226, "binaries-deleting"]], "Branch-Specific File Links": [[254, "branch-specific-file-links"]], "Build": [[231, "build"]], "Build Dataprep Image": [[260, "build-dataprep-image"], [261, "build-dataprep-image"], [263, "build-dataprep-image"], [264, "build-dataprep-image"]], "Build Docker Image": [[8, "build-docker-image"], [13, "build-docker-image"], [15, "build-docker-image"], [16, "build-docker-image"], [29, "build-docker-image"], [48, "build-docker-image"], [49, "build-docker-image"], [51, "build-docker-image"], [52, "build-docker-image"], [60, "build-docker-image"], [66, "build-docker-image"], [68, "build-docker-image"], [86, "build-docker-image"]], "Build Docker Images": [[25, "build-docker-images"], [33, "build-docker-images"], [36, "build-docker-images"], [37, "build-docker-images"], [39, "build-docker-images"]], "Build Embedding Image": [[260, "build-embedding-image"], [261, "build-embedding-image"], [263, "build-embedding-image"], [264, "build-embedding-image"]], "Build LLM Image": [[260, "build-llm-image"], [263, "build-llm-image"], [264, "build-llm-image"]], "Build Langchain Docker": [[23, "build-langchain-docker"], [24, "build-langchain-docker"]], "Build Mega Service images": [[260, "build-mega-service-images"], [261, "build-mega-service-images"], [263, "build-mega-service-images"], [264, "build-mega-service-images"]], "Build Mega Service of AudioQnA on Gaudi": [[105, "build-mega-service-of-audioqna-on-gaudi"]], "Build Mega Service of AudioQnA on Xeon": [[104, "build-mega-service-of-audioqna-on-xeon"]], "Build Mega Service of ChatQnA (with Qdrant) on Xeon": [[113, "build-mega-service-of-chatqna-with-qdrant-on-xeon"]], "Build Mega Service of ChatQnA on AIPC": [[111, "build-mega-service-of-chatqna-on-aipc"]], "Build Mega Service of ChatQnA on Xeon": [[112, "build-mega-service-of-chatqna-on-xeon"]], "Build Mega Service of CodeTrans on Gaudi": [[132, "build-mega-service-of-codetrans-on-gaudi"]], "Build Mega Service of CodeTrans on Xeon": [[131, "build-mega-service-of-codetrans-on-xeon"]], "Build Mega Service of Document Summarization on Intel Xeon Processor": [[140, "build-mega-service-of-document-summarization-on-intel-xeon-processor"]], "Build Mega Service of FAQ Generation on Intel Xeon Processor": [[149, "build-mega-service-of-faq-generation-on-intel-xeon-processor"]], "Build Mega Service of MultimodalQnA on Gaudi": [[162, "build-mega-service-of-multimodalqna-on-gaudi"]], "Build Mega Service of MultimodalQnA on Xeon": [[161, "build-mega-service-of-multimodalqna-on-xeon"]], "Build Mega Service of Productivity Suite on Xeon": [[164, "build-mega-service-of-productivity-suite-on-xeon"]], "Build Mega Service of SearchQnA on Gaudi": [[174, "build-mega-service-of-searchqna-on-gaudi"]], "Build Mega Service of SearchQnA on Xeon": [[173, "build-mega-service-of-searchqna-on-xeon"]], "Build Mega Service of Translation on Xeon": [[178, "build-mega-service-of-translation-on-xeon"]], "Build Mega Service of VideoQnA on Xeon": [[184, "build-mega-service-of-videoqna-on-xeon"]], "Build Mega Service of VisualQnA on Xeon": [[186, "build-mega-service-of-visualqna-on-xeon"]], "Build MegaService of ChatQnA on Gaudi": [[114, "build-megaservice-of-chatqna-on-gaudi"]], "Build MegaService of ChatQnA on NVIDIA GPU": [[116, "build-megaservice-of-chatqna-on-nvidia-gpu"]], "Build MegaService of CodeGen on Gaudi": [[124, "build-megaservice-of-codegen-on-gaudi"]], "Build MegaService of CodeGen on Xeon": [[123, "build-megaservice-of-codegen-on-xeon"]], "Build MegaService of Document Summarization on Gaudi": [[141, "build-megaservice-of-document-summarization-on-gaudi"]], "Build MegaService of FAQ Generation on Gaudi": [[150, "build-megaservice-of-faq-generation-on-gaudi"]], "Build MegaService of Translation on Gaudi": [[179, "build-megaservice-of-translation-on-gaudi"]], "Build MegaService of VisualQnA on Gaudi": [[187, "build-megaservice-of-visualqna-on-gaudi"]], "Build Other Service images": [[260, "build-other-service-images"], [261, "build-other-service-images"], [263, "build-other-service-images"], [264, "build-other-service-images"]], "Build Rerank Image": [[260, "build-rerank-image"], [261, "build-rerank-image"], [263, "build-rerank-image"], [264, "build-rerank-image"]], "Build Retriever Image": [[260, "build-retriever-image"], [261, "build-retriever-image"], [263, "build-retriever-image"], [264, "build-retriever-image"]], "Build TEI Gaudi Image": [[261, "build-tei-gaudi-image"]], "Build docker": [[51, "build-docker"], [51, "id1"], [51, "id3"], [52, "build-docker"], [52, "id1"], [52, "id3"], [53, "build-docker"], [53, "id1"], [261, "build-docker"]], "Build the UI Image": [[260, "build-the-ui-image"], [261, "build-the-ui-image"], [263, "build-the-ui-image"], [264, "build-the-ui-image"]], "Build/Pull Microservice images": [[260, "build-pull-microservice-images"], [261, "build-pull-microservice-images"], [263, "build-pull-microservice-images"], [264, "build-pull-microservice-images"]], "Building and running": [[80, "building-and-running"]], "CHAT QNA": [[167, "chat-qna"]], "CODEGEN": [[167, "codegen"]], "CPU": [[88, "cpu"]], "CPU service": [[54, "cpu-service"]], "CRAG Benchmark for Agent QnA systems": [[95, "crag-benchmark-for-agent-qna-systems"]], "CRAG dataset": [[95, "crag-dataset"]], "CRUD (Chinese dataset)": [[97, "crud-chinese-dataset"]], "Chat": [[253, "chat"]], "Chat History with MongoDB": [[7, "chat-history-with-mongodb"]], "Chat with AI assistant": [[123, "chat-with-ai-assistant"], [124, "chat-with-ai-assistant"]], "ChatQnA": [[191, "chatqna"], [201, "chatqna"]], "ChatQnA Application": [[109, "chatqna-application"], [265, "chatqna-application"]], "ChatQnA Benchmarking": [[110, "chatqna-benchmarking"]], "ChatQnA Conversational UI": [[119, "chatqna-conversational-ui"]], "ChatQnA Customized UI": [[120, "chatqna-customized-ui"]], "ChatQnA Example Deployment Options": [[262, "chatqna-example-deployment-options"]], "ChatQnA Sample Guide": [[259, "chatqna-sample-guide"]], "ChatQnA Troubleshooting": [[202, "chatqna-troubleshooting"]], "ChatQnA Use Cases in Kubernetes Cluster via GMC": [[227, "chatqna-use-cases-in-kubernetes-cluster-via-gmc"]], "ChatQnA supports multiple LLM models": [[227, "chatqna-supports-multiple-llm-models"]], "ChatQnA with data preparation": [[227, "chatqna-with-data-preparation"]], "Chathistory Microservice": [[277, "chathistory-microservice"]], "Check Env Variables": [[260, "check-env-variables"], [261, "check-env-variables"], [263, "check-env-variables"], [264, "check-env-variables"]], "Check Service Status": [[109, "check-service-status"]], "Check docker container log": [[260, "check-docker-container-log"], [261, "check-docker-container-log"], [263, "check-docker-container-log"], [264, "check-docker-container-log"]], "Check microservice status": [[51, "check-microservice-status"]], "Check the container status": [[260, "check-the-container-status"], [261, "check-the-container-status"], [263, "check-the-container-status"], [264, "check-the-container-status"]], "Check the installation result": [[228, "check-the-installation-result"]], "Citation": [[1, "citation"], [87, "citation"], [98, "citation"], [159, "citation"], [193, "citation"]], "Clean Microservices": [[184, "clean-microservices"]], "Clean up": [[110, "id13"]], "Clone OPEA GenAIComps": [[45, "clone-opea-genaicomps"]], "Cloud Native": [[262, "cloud-native"]], "Code Gen": [[128, "code-gen"], [129, "code-gen"]], "Code Generation Application": [[121, "code-generation-application"]], "Code Suggestion": [[123, "code-suggestion"], [124, "code-suggestion"]], "Code Translation": [[135, "code-translation"]], "Code Translation Application": [[130, "code-translation-application"]], "Code and Command Examples": [[254, "code-and-command-examples"]], "CodeGen": [[191, "codegen"], [203, "codegen"]], "CodeGen Application": [[265, "codegen-application"]], "CodeGen accuracy Evaluation": [[122, "codegen-accuracy-evaluation"]], "CodeTrans": [[191, "codetrans"], [204, "codetrans"]], "CodeTrans Application": [[265, "codetrans-application"]], "Coding Guides": [[257, "coding-guides"]], "Community Discussions": [[238, "community-discussions"]], "Community Support": [[243, "community-support"]], "Compatibility": [[245, "compatibility"], [246, "compatibility"], [248, "compatibility"], [249, "compatibility"], [250, "compatibility"]], "Components": [[200, "components"]], "Configuration": [[80, "configuration"], [90, "configuration"]], "Configuration Files": [[91, "configuration-files"]], "Configuration file": [[94, "configuration-file"]], "Configure": [[89, "configure"]], "Configuring the ingress gateway": [[232, "configuring-the-ingress-gateway"]], "Constructing Services with yaml": [[245, "constructing-services-with-yaml"]], "Consume Chat Service": [[109, "consume-chat-service"]], "Consume ChatQnA Service with RAG": [[109, "consume-chatqna-service-with-rag"]], "Consume Code Translation Service": [[130, "consume-code-translation-service"]], "Consume CodeGen Service": [[121, "consume-codegen-service"]], "Consume Document Summarization Service": [[139, "consume-document-summarization-service"]], "Consume Instruction Tuning Service": [[156, "consume-instruction-tuning-service"]], "Consume Rerank Model Finetuning Service": [[169, "consume-rerank-model-finetuning-service"]], "Consume SearchQnA Service": [[172, "consume-searchqna-service"]], "Consume Web Retriever Service": [[86, "consume-web-retriever-service"]], "Consume retrieval tool": [[101, "consume-retrieval-tool"]], "Consume the Ollama Microservice": [[48, "consume-the-ollama-microservice"]], "Consume the Prediction Guard Microservice": [[49, "consume-the-prediction-guard-microservice"]], "Consume the microservice": [[51, "consume-the-microservice"]], "Consume vLLM Service": [[51, "consume-vllm-service"]], "Content Highlighting": [[254, "content-highlighting"]], "Continuous Integration (CICD) owners": [[242, "continuous-integration-cicd-owners"]], "Contribute a GenAI Component": [[238, "contribute-a-genai-component"]], "Contribute a GenAI Example": [[238, "contribute-a-genai-example"]], "Contributing Guides": [[243, "contributing-guides"]], "Contributing to OPEA": [[2, "contributing-to-opea"], [168, "contributing-to-opea"]], "Contribution": [[284, "contribution"], [284, "id1"], [284, "id5"], [284, "id9"], [284, "id13"], [284, "id17"], [284, "id21"]], "Contribution Guidelines": [[238, "contribution-guidelines"]], "Contributor Covenant Code of Conduct": [[237, "contributor-covenant-code-of-conduct"], [238, "contributor-covenant-code-of-conduct"]], "Conversational UI": [[260, "conversational-ui"], [261, "conversational-ui"], [261, "id5"], [263, "conversational-ui"], [264, "conversational-ui"]], "Cores Microservice": [[277, "cores-microservice"]], "Create AWS EKS Cluster in AWS Console": [[272, "create-aws-eks-cluster-in-aws-console"]], "Create Pull Request": [[238, "create-pull-request"]], "Create a new index from a loader": [[78, "create-a-new-index-from-a-loader"]], "Create a new index from texts": [[78, "create-a-new-index-from-texts"]], "Current Approach": [[250, "current-approach"]], "Customize": [[123, "customize"], [124, "customize"]], "DATA SOURCE": [[167, "data-source"]], "DOC SUMMARY": [[167, "doc-summary"]], "Data collection": [[110, "id12"]], "Dataprep": [[260, "dataprep"], [261, "dataprep"], [263, "dataprep"], [264, "dataprep"]], "Dataprep Microservice": [[10, "dataprep-microservice"], [277, "dataprep-microservice"]], "Dataprep Microservice for Multimodal Data with Redis": [[12, "dataprep-microservice-for-multimodal-data-with-redis"]], "Dataprep Microservice with Milvus": [[10, "dataprep-microservice-with-milvus"], [11, "dataprep-microservice-with-milvus"]], "Dataprep Microservice with Multimodal": [[10, "dataprep-microservice-with-multimodal"]], "Dataprep Microservice with Neo4J": [[13, "dataprep-microservice-with-neo4j"]], "Dataprep Microservice with PGVector": [[10, "dataprep-microservice-with-pgvector"], [14, "dataprep-microservice-with-pgvector"]], "Dataprep Microservice with Pinecone": [[10, "dataprep-microservice-with-pinecone"], [15, "dataprep-microservice-with-pinecone"]], "Dataprep Microservice with Qdrant": [[10, "dataprep-microservice-with-qdrant"], [16, "dataprep-microservice-with-qdrant"]], "Dataprep Microservice with Redis": [[10, "dataprep-microservice-with-redis"], [17, "dataprep-microservice-with-redis"]], "Dataprep Microservice with VDMS": [[10, "dataprep-microservice-with-vdms"], [18, "dataprep-microservice-with-vdms"]], "Dataprep Microservice\uff08Optional\uff09": [[260, "dataprep-microservice-optional"], [261, "dataprep-microservice-optional"], [263, "dataprep-microservice-optional"], [264, "dataprep-microservice-optional"]], "Dataset": [[103, "dataset"], [148, "dataset"]], "Delete Ray Cluster with Autoscaling": [[235, "delete-ray-cluster-with-autoscaling"]], "Delete all uploaded files and links": [[260, "delete-all-uploaded-files-and-links"], [261, "delete-all-uploaded-files-and-links"], [263, "delete-all-uploaded-files-and-links"], [264, "delete-all-uploaded-files-and-links"]], "Delete file": [[260, "delete-file"], [261, "delete-file"], [263, "delete-file"], [264, "delete-file"]], "Delete link": [[260, "delete-link"], [261, "delete-link"], [263, "delete-link"], [264, "delete-link"]], "Deploy AudioQnA Service": [[102, "deploy-audioqna-service"]], "Deploy AudioQnA in Kubernetes Cluster on Xeon and Gaudi": [[107, "deploy-audioqna-in-kubernetes-cluster-on-xeon-and-gaudi"]], "Deploy AudioQnA in a Kubernetes Cluster": [[106, "deploy-audioqna-in-a-kubernetes-cluster"]], "Deploy AudioQnA on Gaudi": [[102, "deploy-audioqna-on-gaudi"]], "Deploy AudioQnA on Xeon": [[102, "deploy-audioqna-on-xeon"]], "Deploy AudioQnA pipeline": [[107, "deploy-audioqna-pipeline"]], "Deploy Autoscaling Ray Cluster with KubeRay in Kubernetes Cluster": [[235, "deploy-autoscaling-ray-cluster-with-kuberay-in-kubernetes-cluster"]], "Deploy ChatQnA Megaservice and Microservices": [[268, "deploy-chatqna-megaservice-and-microservices"]], "Deploy ChatQnA Service": [[109, "deploy-chatqna-service"]], "Deploy ChatQnA in Kubernetes Cluster": [[117, "deploy-chatqna-in-kubernetes-cluster"]], "Deploy ChatQnA in Kubernetes Cluster on Xeon and Gaudi": [[118, "deploy-chatqna-in-kubernetes-cluster-on-xeon-and-gaudi"]], "Deploy ChatQnA into Kubernetes on Xeon & Gaudi with GMC": [[109, "deploy-chatqna-into-kubernetes-on-xeon-gaudi-with-gmc"]], "Deploy ChatQnA into Kubernetes on Xeon & Gaudi without GMC": [[109, "deploy-chatqna-into-kubernetes-on-xeon-gaudi-without-gmc"]], "Deploy ChatQnA into Kubernetes using Helm Chart": [[109, "deploy-chatqna-into-kubernetes-using-helm-chart"]], "Deploy ChatQnA on AI PC": [[109, "deploy-chatqna-on-ai-pc"]], "Deploy ChatQnA on Gaudi": [[109, "deploy-chatqna-on-gaudi"], [110, "deploy-chatqna-on-gaudi"]], "Deploy ChatQnA on NVIDIA GPU": [[109, "deploy-chatqna-on-nvidia-gpu"], [110, "deploy-chatqna-on-nvidia-gpu"]], "Deploy ChatQnA on Red Hat OpenShift Container Platform (RHOCP)": [[109, "deploy-chatqna-on-red-hat-openshift-container-platform-rhocp"]], "Deploy ChatQnA on Xeon": [[109, "deploy-chatqna-on-xeon"], [110, "deploy-chatqna-on-xeon"]], "Deploy ChatQnA pipeline": [[118, "deploy-chatqna-pipeline"], [227, "deploy-chatqna-pipeline"]], "Deploy ChatQnA service with Docker": [[110, "deploy-chatqna-service-with-docker"]], "Deploy Code Translation Service": [[130, "deploy-code-translation-service"]], "Deploy Code Translation on Gaudi": [[130, "deploy-code-translation-on-gaudi"]], "Deploy Code Translation on Xeon": [[130, "deploy-code-translation-on-xeon"]], "Deploy CodeGen Service": [[121, "deploy-codegen-service"]], "Deploy CodeGen in Kubernetes Cluster": [[125, "deploy-codegen-in-kubernetes-cluster"]], "Deploy CodeGen in a Kubernetes Cluster": [[126, "deploy-codegen-in-a-kubernetes-cluster"]], "Deploy CodeGen into Kubernetes using Helm Chart": [[121, "deploy-codegen-into-kubernetes-using-helm-chart"]], "Deploy CodeGen on Gaudi": [[121, "deploy-codegen-on-gaudi"]], "Deploy CodeGen on Xeon": [[121, "deploy-codegen-on-xeon"]], "Deploy CodeGen using Docker": [[121, "deploy-codegen-using-docker"]], "Deploy CodeGen using Kubernetes": [[121, "deploy-codegen-using-kubernetes"]], "Deploy CodeGen with ReactUI": [[127, "deploy-codegen-with-reactui"]], "Deploy CodeTrans in Kubernetes Cluster": [[133, "deploy-codetrans-in-kubernetes-cluster"]], "Deploy CodeTrans in a Kubernetes Cluster": [[134, "deploy-codetrans-in-a-kubernetes-cluster"]], "Deploy CodeTrans into Kubernetes using Helm Chart": [[130, "deploy-codetrans-into-kubernetes-using-helm-chart"]], "Deploy DocSum in Kubernetes Cluster": [[142, "deploy-docsum-in-kubernetes-cluster"], [143, "deploy-docsum-in-kubernetes-cluster"]], "Deploy DocSum into Kubernetes using Helm Chart": [[139, "deploy-docsum-into-kubernetes-using-helm-chart"]], "Deploy DocSum with ReactUI": [[144, "deploy-docsum-with-reactui"]], "Deploy Document Summarization Service": [[139, "deploy-document-summarization-service"]], "Deploy Examples": [[168, "deploy-examples"]], "Deploy FAQ Generation Service": [[147, "deploy-faq-generation-service"]], "Deploy FAQ Generation on Gaudi": [[147, "deploy-faq-generation-on-gaudi"]], "Deploy FAQ Generation on Xeon": [[147, "deploy-faq-generation-on-xeon"]], "Deploy FaqGen in Kubernetes Cluster": [[151, "deploy-faqgen-in-kubernetes-cluster"]], "Deploy FaqGen with ReactUI": [[153, "deploy-faqgen-with-reactui"]], "Deploy Instruction Tuning Service": [[156, "deploy-instruction-tuning-service"]], "Deploy Instruction Tuning Service on Gaudi": [[156, "deploy-instruction-tuning-service-on-gaudi"], [158, "deploy-instruction-tuning-service-on-gaudi"]], "Deploy Instruction Tuning Service on Xeon": [[156, "deploy-instruction-tuning-service-on-xeon"], [157, "deploy-instruction-tuning-service-on-xeon"]], "Deploy Kubernetes add-ons for OPEA": [[224, "deploy-kubernetes-add-ons-for-opea"]], "Deploy MultimodalQnA Service": [[160, "deploy-multimodalqna-service"]], "Deploy MultimodalQnA on Gaudi": [[160, "deploy-multimodalqna-on-gaudi"]], "Deploy MultimodalQnA on Xeon": [[160, "deploy-multimodalqna-on-xeon"]], "Deploy On Gaudi": [[106, "deploy-on-gaudi"], [117, "deploy-on-gaudi"], [125, "deploy-on-gaudi"], [133, "deploy-on-gaudi"], [142, "deploy-on-gaudi"], [151, "deploy-on-gaudi"], [180, "deploy-on-gaudi"], [188, "deploy-on-gaudi"]], "Deploy On Xeon": [[106, "deploy-on-xeon"], [117, "deploy-on-xeon"], [125, "deploy-on-xeon"], [133, "deploy-on-xeon"], [142, "deploy-on-xeon"], [151, "deploy-on-xeon"], [180, "deploy-on-xeon"], [188, "deploy-on-xeon"]], "Deploy Rerank Model Finetuning Service": [[169, "deploy-rerank-model-finetuning-service"]], "Deploy Rerank Model Finetuning Service on Gaudi": [[169, "deploy-rerank-model-finetuning-service-on-gaudi"], [171, "deploy-rerank-model-finetuning-service-on-gaudi"]], "Deploy Rerank Model Finetuning Service on Xeon": [[169, "deploy-rerank-model-finetuning-service-on-xeon"], [170, "deploy-rerank-model-finetuning-service-on-xeon"]], "Deploy SearchQnA Service": [[172, "deploy-searchqna-service"]], "Deploy SearchQnA in a Kubernetes Cluster": [[175, "deploy-searchqna-in-a-kubernetes-cluster"]], "Deploy SearchQnA on Gaudi": [[172, "deploy-searchqna-on-gaudi"]], "Deploy SearchQnA on Xeon": [[172, "deploy-searchqna-on-xeon"]], "Deploy Translation Service": [[177, "deploy-translation-service"]], "Deploy Translation in Kubernetes Cluster": [[180, "deploy-translation-in-kubernetes-cluster"]], "Deploy Translation in a Kubernetes Cluster": [[181, "deploy-translation-in-a-kubernetes-cluster"]], "Deploy Translation on Gaudi": [[177, "deploy-translation-on-gaudi"]], "Deploy Translation on Xeon": [[177, "deploy-translation-on-xeon"]], "Deploy UI": [[151, "deploy-ui"]], "Deploy VideoQnA Service": [[183, "deploy-videoqna-service"]], "Deploy VideoQnA on Xeon": [[183, "deploy-videoqna-on-xeon"]], "Deploy VisualQnA Service": [[185, "deploy-visualqna-service"]], "Deploy VisualQnA in Kubernetes Cluster": [[188, "deploy-visualqna-in-kubernetes-cluster"]], "Deploy VisualQnA in a Kubernetes Cluster": [[189, "deploy-visualqna-in-a-kubernetes-cluster"]], "Deploy VisualQnA on Gaudi": [[185, "deploy-visualqna-on-gaudi"]], "Deploy VisualQnA on Xeon": [[185, "deploy-visualqna-on-xeon"]], "Deploy on Gaudi": [[139, "deploy-on-gaudi"]], "Deploy on Xeon": [[139, "deploy-on-xeon"]], "Deploy the RAG application": [[126, "deploy-the-rag-application"], [134, "deploy-the-rag-application"], [175, "deploy-the-rag-application"], [181, "deploy-the-rag-application"]], "Deploy the RAG pipeline": [[143, "deploy-the-rag-pipeline"]], "Deploy the VisualQnA application": [[189, "deploy-the-visualqna-application"]], "Deploy the use case": [[260, "deploy-the-use-case"], [261, "deploy-the-use-case"], [263, "deploy-the-use-case"], [264, "deploy-the-use-case"]], "Deploy using Docker": [[139, "deploy-using-docker"]], "Deploy using Kubernetes with GMC": [[130, 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Space": [[250, "design-space"]], "Details": [[281, "details"], [282, "details"], [283, "details"]], "Developer Guides": [[257, "developer-guides"]], "Development": [[192, "development"], [231, "development"]], "Do I need to be a Linux Foundation member to join?": [[266, "do-i-need-to-be-a-linux-foundation-member-to-join"]], "Doc Summary": [[146, "doc-summary"]], "Doc Summary React": [[145, "doc-summary-react"], [154, "doc-summary-react"]], "DocIndexRetriever": [[191, "docindexretriever"]], "DocIndexRetriever Application": [[265, "docindexretriever-application"]], "DocRetriever Application": [[136, "docretriever-application"]], "DocRetriever Application with Docker": [[137, "docretriever-application-with-docker"], [138, "docretriever-application-with-docker"]], "DocSum": [[191, "docsum"], [221, "docsum"]], "DocSum Application": [[265, "docsum-application"]], "Docker Images": [[190, "docker-images"]], "Docker images building": [[226, "docker-images-building"]], "Document Summarization Application": [[139, "document-summarization-application"]], "Document Summary TGI Microservice": [[44, "document-summary-tgi-microservice"]], "Document Versioning": [[255, "document-versioning"]], "Documentation": [[238, "documentation"]], "Documentation Generation": [[254, "documentation-generation"]], "Documentation Guidelines": [[254, "documentation-guidelines"]], "Documentation Guides": [[257, "documentation-guides"]], "Documentation Organization": [[254, "documentation-organization"]], "Documentation Overview": [[255, "documentation-overview"]], "Documentation Presentation Theme": [[255, "documentation-presentation-theme"]], "Drawings": [[254, "drawings"]], "Drawings Using Graphviz": [[256, "drawings-using-graphviz"]], "Dump the configuration": [[93, "dump-the-configuration"]], "Embedding": [[253, "embedding"]], "Embedding Generation Prediction Guard Microservice": [[25, "embedding-generation-prediction-guard-microservice"]], "Embedding Micro Service": [[253, "embedding-micro-service"]], "Embedding Microservice": [[260, "embedding-microservice"], [261, "embedding-microservice"], [263, "embedding-microservice"], [264, "embedding-microservice"]], "Embedding Server": [[22, "embedding-server"]], "Embedding Service": [[260, "embedding-service"], [261, "embedding-service"], [263, "embedding-service"], [264, "embedding-service"]], "Embeddings Microservice": [[20, "embeddings-microservice"], [277, "embeddings-microservice"]], "Embeddings Microservice with Langchain TEI": [[26, "embeddings-microservice-with-langchain-tei"]], "Embeddings Microservice with Llama Index TEI": [[27, "embeddings-microservice-with-llama-index-tei"]], "Embeddings Microservice with Mosec": [[20, "embeddings-microservice-with-mosec"]], "Embeddings Microservice with Multimodal": [[20, "embeddings-microservice-with-multimodal"]], "Embeddings Microservice with Multimodal Clip": [[20, "embeddings-microservice-with-multimodal-clip"]], "Embeddings Microservice with Prediction Guard": [[20, "embeddings-microservice-with-prediction-guard"]], "Embeddings Microservice with TEI": [[20, "embeddings-microservice-with-tei"]], "Enable HPA": [[199, "enable-hpa"]], "Enable NRI in Containerd": [[225, "enable-nri-in-containerd"]], "Enable RDT": [[225, "enable-rdt"]], "Enforcement": [[237, "enforcement"]], "Enforcement Guidelines": [[237, "enforcement-guidelines"]], "Enforcement Responsibilities": [[237, "enforcement-responsibilities"]], "Enterprise Readiness Grade": [[267, "enterprise-readiness-grade"]], "Enterprise readiness": [[267, "enterprise-readiness"]], "Environment": [[97, "environment"]], "Evaluate": [[103, "evaluate"], [148, "evaluate"]], "Evaluate with Ragas": [[148, "evaluate-with-ragas"]], "Evaluating GenAI": [[258, "evaluating-genai"]], "Evaluation": [[88, "evaluation"], [97, "evaluation"], [97, "id3"], [103, "evaluation"]], "Evaluation FAQs": [[122, "evaluation-faqs"]], "Evaluation Framework": [[122, "evaluation-framework"]], "Evaluation Methodology": [[97, "evaluation-methodology"]], "Example Code for Customizing Gateway": [[245, "example-code-for-customizing-gateway"]], "Example Python Code for Constructing Services": [[245, "example-python-code-for-constructing-services"]], "Example images": [[190, "example-images"]], "Examples": [[98, "examples"], [200, "examples"]], "Expected Output": [[259, "expected-output"]], "FAQ Generation": [[155, "faq-generation"]], "FAQ Generation Application": [[147, "faq-generation-application"]], "FAQ Generator": [[167, "faq-generator"]], "FAQ and Troubleshooting": [[234, "faq-and-troubleshooting"]], "Factuality Check Prediction Guard Microservice": [[33, "factuality-check-prediction-guard-microservice"]], "FaqGen": [[191, "faqgen"]], "FaqGen Application": [[265, "faqgen-application"]], "FaqGen Evaluation": [[148, "faqgen-evaluation"]], "Features": [[88, "features"], [90, "features"], [231, "features"]], "Features / Functionality": [[267, "features-functionality"]], "Features Grade": [[267, "features-grade"]], "Feedback Management with MongoDB": [[28, "feedback-management-with-mongodb"]], "Feedback_management Microservice": [[277, "feedback-management-microservice"]], "File Names and Commands": [[254, "file-names-and-commands"]], "Filter Expected Warnings": [[255, "filter-expected-warnings"]], "Fine-tuning Microservice": [[30, "fine-tuning-microservice"]], "Finetuning Microservice": [[277, "finetuning-microservice"]], "Finite-State Machine": [[256, "finite-state-machine"]], "First Instruction Step": [[254, "first-instruction-step"]], "Four node test": [[110, "four-node-test"]], "From Source Code": [[200, "from-source-code"]], "Frontend UI": [[249, "frontend-ui"]], "Further References": [[98, "further-references"]], "Future Development": [[32, "future-development"], [38, "future-development"]], "GMC Deployment on K8s cluster": [[226, "gmc-deployment-on-k8s-cluster"]], "GMC build": [[226, "gmc-build"]], "Gateway": [[2, "gateway"], [245, "gateway"]], "Gateways: Customized Access to Mega- and Microservices": [[276, "gateways-customized-access-to-mega-and-microservices"]], "Gaudi2": [[88, "gaudi2"]], "GenAI Examples": [[265, "genai-examples"]], "GenAI Microservices": [[277, "genai-microservices"]], "GenAI Studio Approach": [[250, "genai-studio-approach"]], "GenAI Studio High Level Architecture": [[250, "genai-studio-high-level-architecture"]], "GenAI-microservices-connector(GMC)": [[270, "genai-microservices-connector-gmc"]], "GenAI-microservices-connector(GMC) Installation": [[270, "genai-microservices-connector-gmc-installation"]], "GenAIComps": [[2, "genaicomps"], [279, "genaicomps"], [280, "genaicomps"]], "GenAIComps Repository Code Owners": [[242, "genaicomps-repository-code-owners"]], "GenAIEval": [[88, "genaieval"]], "GenAIEval Repository Code Owners": [[242, "genaieval-repository-code-owners"]], "GenAIEvals": [[279, "genaievals"], [280, "genaievals"]], "GenAIExamples": [[279, "genaiexamples"], [280, "genaiexamples"]], "GenAIExamples Repository Code Owners": [[242, "genaiexamples-repository-code-owners"]], "GenAIInfra": [[194, "genaiinfra"], [279, "genaiinfra"], [280, "genaiinfra"]], "GenAIInfra Repository Code Owners": [[242, "genaiinfra-repository-code-owners"]], "General ChatQnA with preset RAG data": [[227, "general-chatqna-with-preset-rag-data"]], "General Metrics": [[9, "general-metrics"]], "Generate FAQs": [[148, "generate-faqs"]], "Generate FAQs with microservice": [[148, "generate-faqs-with-microservice"]], "Generate manifests from Helm Charts": [[200, "generate-manifests-from-helm-charts"]], "Generate the test output report": [[93, "generate-the-test-output-report"]], "Generation and Evaluation": [[122, "generation-and-evaluation"]], "Generative AI Components (GenAIComps)": [[2, "generative-ai-components-genaicomps"]], "Generative AI Examples": [[168, "generative-ai-examples"]], "Get Started": [[48, "get-started"], [49, "get-started"]], "Getting Started": [[77, "getting-started"], [110, "getting-started"], [168, "getting-started"], [226, "getting-started"]], "Getting Started with OPEA": [[268, "getting-started-with-opea"]], "Getting started": [[95, "getting-started"], [100, "getting-started"]], "Glossary of Terms": [[269, "glossary-of-terms"]], "Gotchas": [[199, "gotchas"]], "Grafana Dashboards": [[88, "grafana-dashboards"]], "Guardrail Microservice": [[261, "guardrail-microservice"]], "Guardrails": [[232, "guardrails"]], "Guardrails (optional)": [[261, "guardrails-optional"]], "Guardrails Microservice": [[34, "guardrails-microservice"], [277, "guardrails-microservice"]], "Hardrware_info.json": [[91, "hardrware-info-json"]], "Headings": [[254, "headings"]], "Health check the vector store": [[80, "health-check-the-vector-store"]], "Helm Charts": [[200, "helm-charts"], [252, "helm-charts"]], "Helm Charts Options": [[200, "helm-charts-options"]], "Helm chart for genai-microservices-connector(GMC)": [[228, "helm-chart-for-genai-microservices-connector-gmc"]], "Helm charts for deploying GenAI Components and Examples": [[200, "helm-charts-for-deploying-genai-components-and-examples"]], "HorizontalPodAutoscaler (HPA) support": [[199, "horizontalpodautoscaler-hpa-support"]], "How It Works": [[259, "how-it-works"]], "How do I pronounce OPEA?": [[266, "how-do-i-pronounce-opea"]], "How does it compare to other options for deploying Gen AI solutions within the enterprise?": [[266, "how-does-it-compare-to-other-options-for-deploying-gen-ai-solutions-within-the-enterprise"]], "How to Check and Validate Micro Service in the GenAI Example": [[115, "how-to-check-and-validate-micro-service-in-the-genai-example"]], "How to Use": [[98, "how-to-use"], [123, "how-to-use"], [124, "how-to-use"]], "How to build the binary and setup?": [[225, "how-to-build-the-binary-and-setup"]], "How to build the docker image and setup?": [[225, "how-to-build-the-docker-image-and-setup"]], "How to config proxy?": [[274, "how-to-config-proxy"]], "How to delete binary?": [[225, "how-to-delete-binary"]], "How to deploy a single node Kubernetes?": [[274, "how-to-deploy-a-single-node-kubernetes"]], "How to deploy on the K8s cluster?": [[225, "how-to-deploy-on-the-k8s-cluster"]], "How to register your own tools with agent": [[100, "how-to-register-your-own-tools-with-agent"]], "How to scale Kubernetes cluster to add more nodes?": [[274, "how-to-scale-kubernetes-cluster-to-add-more-nodes"]], "How to use": [[88, "how-to-use"]], "How-To Setup Observability for OPEA Workload in Kubernetes": [[223, "how-to-setup-observability-for-opea-workload-in-kubernetes"]], "IMPORTANT NOTE": [[201, "important-note"], [203, "important-note"]], "Image-to-Video Microservice": [[40, "image-to-video-microservice"]], "Image2video Microservice": [[277, "image2video-microservice"]], "Images": [[254, "images"]], "In the terminal": [[48, "in-the-terminal"]], "Index data into vector database": [[101, "index-data-into-vector-database"]], "Inference In Place": [[248, "inference-in-place"]], "Input and output": [[35, "input-and-output"]], "Inputs": [[98, "inputs"]], "Install": [[89, "install"], [197, "install"], [199, "install"]], "Install Copilot VSCode extension from Plugin Marketplace as the frontend": [[123, "install-copilot-vscode-extension-from-plugin-marketplace-as-the-frontend"], [124, "install-copilot-vscode-extension-from-plugin-marketplace-as-the-frontend"]], "Install GMC": [[270, "install-gmc"]], "Install KubeRay": [[235, "install-kuberay"]], "Install Requirements": [[10, "install-requirements"], [13, "install-requirements"], [15, "install-requirements"], [16, "install-requirements"], [66, "install-requirements"], [68, "install-requirements"]], "Install the Chart": [[210, "install-the-chart"]], "Install the Documentation Tools": [[255, "install-the-documentation-tools"]], "Installation": [[2, "installation"], [88, "installation"], [90, "installation"], [93, "installation"]], "Installation Guides": [[252, "installation-guides"]], "Installing the Chart": [[201, "installing-the-chart"], [203, "installing-the-chart"], [204, "installing-the-chart"], [213, "installing-the-chart"], [214, "installing-the-chart"], [215, "installing-the-chart"], [216, "installing-the-chart"], [218, "installing-the-chart"], [220, "installing-the-chart"], [221, "installing-the-chart"]], "Installing the GMC Helm Chart": [[228, "installing-the-gmc-helm-chart"]], "Instruction Steps": [[254, "instruction-steps"]], "Instruction Tuning": [[156, "instruction-tuning"]], "InstructionTuning": [[191, "instructiontuning"]], "InstructionTuning Application": [[265, "instructiontuning-application"]], "Integrating Guardrails in the ingress gateway": [[232, "integrating-guardrails-in-the-ingress-gateway"]], "Intel\u00ae Gaudi\u00ae Base Operator for Kubernetes": [[222, "intel-gaudi-base-operator-for-kubernetes"]], "Intended Uses": [[98, "intended-uses"]], "Intent Detection Microservice by TGI": [[41, "intent-detection-microservice-by-tgi"]], "Intent_detection Microservice": [[277, "intent-detection-microservice"]], "Interact with ChatQnA Megaservice and Microservice": [[268, "interact-with-chatqna-megaservice-and-microservice"]], "Interacting with ChatQnA deployment": [[260, "interacting-with-chatqna-deployment"], [261, "interacting-with-chatqna-deployment"], [263, "interacting-with-chatqna-deployment"], [264, "interacting-with-chatqna-deployment"]], "Internal Cross-Reference Linking": [[254, "internal-cross-reference-linking"]], "Introduction": [[32, "introduction"], [38, "introduction"], [48, "introduction"], [77, "introduction"], [89, "introduction"], [97, "introduction"], [168, "introduction"], [199, "introduction"], [226, "introduction"]], "Invoke Microservice": [[13, "invoke-microservice"], [15, "invoke-microservice"], [16, "invoke-microservice"]], "Is there a cost for joining?": [[266, "is-there-a-cost-for-joining"]], "Istio based implementation for cloud native environments": [[196, "istio-based-implementation-for-cloud-native-environments"]], "July 2024": [[284, "july-2024"]], "June 2024": [[284, "june-2024"]], "Key Features": [[91, "key-features"]], "Key Implementation Details": [[259, "key-implementation-details"]], "Knowledge Graph Microservice": [[42, "knowledge-graph-microservice"]], "Knowledgegraphs Microservice": [[277, "knowledgegraphs-microservice"]], "Kubernetes": [[262, "kubernetes"]], "Kubernetes Addons": [[252, "kubernetes-addons"]], "Kubernetes Cluster Example": [[110, "kubernetes-cluster-example"]], "Kubernetes Installation Options": [[271, "kubernetes-installation-options"]], "Kubernetes Installation using AWS EKS Cluster": [[272, "kubernetes-installation-using-aws-eks-cluster"]], "Kubernetes Platform Optimization with Resource Management": [[89, "kubernetes-platform-optimization-with-resource-management"]], "Kubernetes installation demo using kubeadm": [[273, "kubernetes-installation-demo-using-kubeadm"]], "Kubernetes installation using Kubespray": [[274, "kubernetes-installation-using-kubespray"]], "Kubernetes platform optimization": [[88, "kubernetes-platform-optimization"]], "LLM Generation Micro Service": [[253, "llm-generation-micro-service"]], "LLM Microservice": [[45, "llm-microservice"], [260, "llm-microservice"], [261, "llm-microservice"], [263, "llm-microservice"], [264, "llm-microservice"]], "LLM Native Microservice": [[46, "llm-native-microservice"], [47, "llm-native-microservice"]], "LLM Service": [[260, "llm-service"], [261, "llm-service"], [261, "id1"], [263, "llm-service"], [264, "llm-service"]], "LM-Eval Microservice": [[54, "lm-eval-microservice"]], "LVM Microservice": [[55, "lvm-microservice"], [57, "lvm-microservice"]], "LVM Prediction Guard Microservice": [[56, "lvm-prediction-guard-microservice"]], "Language Translation": [[182, "language-translation"], [191, "language-translation"]], "Launch ASR microservice": [[103, "launch-asr-microservice"]], "Launch CodeGen microservice": [[122, "launch-codegen-microservice"]], "Launch FaQGen microservice": [[148, "launch-faqgen-microservice"]], "Launch HuggingFace endpoint on Intel\u2019s Gaudi machines": [[99, "launch-huggingface-endpoint-on-intel-s-gaudi-machines"]], "Launch Service of LLM-as-a-Judge": [[97, "launch-service-of-llm-as-a-judge"]], "Launch Service of RAG System": [[97, "launch-service-of-rag-system"], [97, "id2"]], "Launch TGI service": [[148, "launch-tgi-service"]], "Launch UI": [[260, "launch-ui"], [261, "launch-ui"], [261, "id3"], [263, "launch-ui"], [264, "launch-ui"]], "Launch agent QnA system": [[95, "launch-agent-qna-system"]], "Launch microservices": [[101, "launch-microservices"]], "Launch the microservice": [[51, "launch-the-microservice"], [52, "launch-the-microservice"], [53, "launch-the-microservice"]], "Launch the service": [[53, "launch-the-service"]], "Launch vLLM service": [[51, "launch-vllm-service"], [51, "id2"], [52, "launch-vllm-service"], [52, "id2"]], "Launch vLLM service on multiple nodes": [[51, "launch-vllm-service-on-multiple-nodes"], [52, "launch-vllm-service-on-multiple-nodes"]], "Launch vLLM service on single node": [[51, "launch-vllm-service-on-single-node"], [52, "launch-vllm-service-on-single-node"]], "Launch with Nginx": [[112, "launch-with-nginx"], [114, "launch-with-nginx"], [116, "launch-with-nginx"], [131, "launch-with-nginx"], [132, "launch-with-nginx"]], "Launch with origin port": [[112, "launch-with-origin-port"], [114, "launch-with-origin-port"], [116, "launch-with-origin-port"], [131, "launch-with-origin-port"], [132, "launch-with-origin-port"]], "Legal Information": [[1, "legal-information"], [87, "legal-information"], [159, "legal-information"], [193, "legal-information"]], "Leveraging Istio to compose an OPEA Pipeline with authentication and authorization enabled": [[198, "leveraging-istio-to-compose-an-opea-pipeline-with-authentication-and-authorization-enabled"]], "License": [[1, "license"], [87, "license"], [159, "license"], [193, "license"]], "Limitations and Bias": [[98, "limitations-and-bias"]], "List Configurable Parameters": [[253, "list-configurable-parameters"]], "List Services": [[253, "list-services"]], "Lists": [[254, "lists"]], "Llms Microservice": [[277, "llms-microservice"]], "Lvms Microservice": [[277, "lvms-microservice"]], "ML strategy": [[35, "ml-strategy"]], "Manifest preparation": [[110, "manifest-preparation"]], "Markdown vs. RestructuredText": [[254, "markdown-vs-restructuredtext"]], "May 2024": [[284, "may-2024"]], "MegaService": [[2, "megaservice"], [260, "id1"], [261, "id2"], [263, "id1"], [264, "id1"]], "Megaservice": [[245, "megaservice"], [260, "megaservice"], [261, "megaservice"], [263, "megaservice"], [264, "megaservice"]], "Megaservices: A Comprehensive Solution": [[276, "megaservices-a-comprehensive-solution"]], "Member companies at launch:": [[236, "member-companies-at-launch"]], "Metric Card for BLEU": [[98, "metric-card-for-bleu"]], "Metric Description": [[98, "metric-description"]], "Metrics": [[9, "metrics"], [103, "metrics"], [110, "metrics"]], "MicroService": [[2, "microservice"]], "Microservice": [[245, "microservice"]], "Microservice Outline and Diagram": [[259, "microservice-outline-and-diagram"]], "Microservice images": [[190, "microservice-images"]], "Microservices Connector": [[252, "microservices-connector"]], "Microservices: Flexible and Scalable Architecture": [[276, "microservices-flexible-and-scalable-architecture"]], "Milestone 1 (May, Done)": [[285, "milestone-1-may-done"]], "Milestone 2 (June)": [[285, "milestone-2-june"]], "Milestone 3 (July)": [[285, "milestone-3-july"]], "Milestone 4 (Aug)": [[285, "milestone-4-aug"]], "Miscs": [[245, "miscs"], [246, "miscs"], [247, "miscs"], [248, "miscs"], [249, "miscs"]], "Monitoring": [[259, "monitoring"]], "Monitoring OPEA Service with Prometheus and Grafana dashboard": [[109, "monitoring-opea-service-with-prometheus-and-grafana-dashboard"]], "More flags about memory bandwidth exporter": [[225, "more-flags-about-memory-bandwidth-exporter"]], "Motivation": [[245, "motivation"], [246, "motivation"], [247, "motivation"], [248, "motivation"], [249, "motivation"], [250, "motivation"]], "Mounting models in the container": [[232, "mounting-models-in-the-container"]], "Multi-Column Lists": [[254, "multi-column-lists"]], "Multi-Services Deployment": [[248, "multi-services-deployment"]], "MultiHop (English dataset)": [[97, "multihop-english-dataset"]], "Multimodal CLIP Embeddings Microservice": [[24, "multimodal-clip-embeddings-microservice"]], "Multimodal Dataprep Microservice with VDMS": [[19, "multimodal-dataprep-microservice-with-vdms"]], "Multimodal Embeddings Microservice": [[23, "multimodal-embeddings-microservice"]], "MultimodalQnA": [[191, "multimodalqna"]], "MultimodalQnA Application": [[160, "multimodalqna-application"], [265, "multimodalqna-application"]], "MultimodalQnA Demo on Gaudi2": [[160, "multimodalqna-demo-on-gaudi2"]], "Multiple video upload": [[12, "multiple-video-upload"]], "Multiple video-transcript pair upload": [[12, "multiple-video-transcript-pair-upload"]], "NER strategy": [[35, "ner-strategy"]], "NOTES": [[273, "notes"]], "NRI Plugins": [[89, "nri-plugins"]], "NRI topology-aware resource policy": [[89, "nri-topology-aware-resource-policy"]], "NVIDIA GPU Quick-Start Guide": [[234, "nvidia-gpu-quick-start-guide"]], "Network Port & Security": [[112, "network-port-security"]], "Neural Chat": [[176, "neural-chat"]], "Next Step": [[226, "next-step"], [276, "next-step"]], "Next step": [[228, "next-step"]], "Nginx Microservice": [[277, "nginx-microservice"]], "Nginx for Microservice Forwarding": [[58, "nginx-for-microservice-forwarding"]], "Node configuration": [[273, "node-configuration"]], "Node preparation": [[274, "node-preparation"]], "Non-ASCII Characters": [[254, "non-ascii-characters"]], "Notes": [[96, "notes"]], "OPEA 2024 - 2025 Roadmap": [[284, "opea-2024-2025-roadmap"]], "OPEA API Service Spec (v0.9)": [[253, "opea-api-service-spec-v0-9"]], "OPEA Benchmark Tool": [[90, "opea-benchmark-tool"]], "OPEA CI/CD Roadmap": [[285, "opea-ci-cd-roadmap"]], "OPEA Community": [[243, "opea-community"]], "OPEA Documentation Generation": [[255, "opea-documentation-generation"]], "OPEA Frequently Asked Questions": [[266, "opea-frequently-asked-questions"]], "OPEA Highlight": [[279, "opea-highlight"]], "OPEA Highlights": [[280, "opea-highlights"]], "OPEA Mega Service API": [[253, "opea-mega-service-api"]], "OPEA Micro Service API": [[253, "opea-micro-service-api"]], "OPEA Overview": [[276, "opea-overview"]], "OPEA Pipeline Proxy": [[231, "opea-pipeline-proxy"]], "OPEA Project": [[236, "opea-project"]], "OPEA Project Architecture": [[276, "opea-project-architecture"]], "OPEA Project Code Owners": [[242, "opea-project-code-owners"]], "OPEA Project Documentation": [[275, "opea-project-documentation"]], "OPEA Release Notes v0.6": [[279, "opea-release-notes-v0-6"]], "OPEA Release Notes v0.7": [[280, "opea-release-notes-v0-7"]], "OPEA Release Notes v0.8": [[281, "opea-release-notes-v0-8"]], "OPEA Release Notes v0.9": [[282, "opea-release-notes-v0-9"]], "OPEA Release Notes v1.0": [[283, "opea-release-notes-v1-0"]], "OPEA adaption of ragas (LLM-as-a-judge evaluation of Retrieval Augmented Generation)": [[99, "opea-adaption-of-ragas-llm-as-a-judge-evaluation-of-retrieval-augmented-generation"]], "Objective": [[245, "objective"], [246, "objective"], [247, "objective"], [248, "objective"], [249, "objective"], [250, "objective"]], "Observability": [[248, "observability"]], "Ollama Service": [[260, "ollama-service"]], "Open Platform for Enterprise AI (OPEA) Framework Draft Proposal": [[267, "open-platform-for-enterprise-ai-opea-framework-draft-proposal"]], "Open an existing dataset": [[78, "open-an-existing-dataset"]], "Other Operations": [[253, "other-operations"]], "Other configs (parser, splitter and the embedder)": [[80, "other-configs-parser-splitter-and-the-embedder"]], "Our Pledge": [[237, "our-pledge"]], "Our Standards": [[237, "our-standards"]], "Output": [[91, "output"]], "Output Values": [[98, "output-values"]], "Overview": [[95, "overview"], [100, "overview"], [194, "overview"], [259, "overview"], [260, "overview"], [261, "overview"], [263, "overview"], [264, "overview"]], "PII Detection Microservice": [[35, "pii-detection-microservice"]], "PII Detection Prediction Guard Microservice": [[36, "pii-detection-prediction-guard-microservice"]], "Page Not Found": [[0, "page-not-found"]], "Part 1: Application Build and Configuration": [[250, "part-1-application-build-and-configuration"]], "Part 2: Benchmark and Evaluation": [[250, "part-2-benchmark-and-evaluation"]], "Part 3: Enterprise Deployment": [[250, "part-3-enterprise-deployment"]], "Perform authentication and authorization via Bearer JWT tokens and curl": [[198, "perform-authentication-and-authorization-via-bearer-jwt-tokens-and-curl"]], "Perform authentication and authorization via JWT tokens generated by OIDC provider": [[198, 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CodeGen with ReactUI": [[127, "prerequisites-for-deploying-codegen-with-reactui"]], "Prerequisites for Deploying DocSum with ReactUI": [[144, "prerequisites-for-deploying-docsum-with-reactui"]], "Prerequisites for Deploying FaqGen with ReactUI": [[153, "prerequisites-for-deploying-faqgen-with-reactui"]], "Productivity Suite Application": [[163, "productivity-suite-application"]], "Productivity Suite React UI": [[167, "productivity-suite-react-ui"]], "ProductivitySuite": [[191, "productivitysuite"]], "ProductivitySuite Application": [[265, "productivitysuite-application"]], "Project Governance": [[243, "project-governance"]], "Prometheus": [[199, "prometheus"]], "Prompt Injection Detection Prediction Guard Microservice": [[37, "prompt-injection-detection-prediction-guard-microservice"]], "Prompt Registry with MongoDB": [[59, "prompt-registry-with-mongodb"]], "Prompt_registry Microservice": [[277, "prompt-registry-microservice"]], "Proposal": [[245, "proposal"]], "Proposing New Features": [[238, "proposing-new-features"]], "Publish Content": [[255, "publish-content"]], "Pull Request Acceptance Criteria": [[238, "pull-request-acceptance-criteria"]], "Pull Request Review": [[238, "pull-request-review"]], "Pull Request Status Checks Overview": [[238, "pull-request-status-checks-overview"]], "Pull Request Template": [[238, "pull-request-template"]], "Purpose": [[110, "purpose"], [259, "purpose"]], "Q1 2025": [[284, "q1-2025"]], "Q4 2024": [[284, "q4-2024"]], "Query the microservice": [[52, "query-the-microservice"], [53, "query-the-microservice"]], "Query the service": [[53, "query-the-service"]], "Quick Start: 1.Setup Environment Variable": [[109, "quick-start-1-setup-environment-variable"], [112, "quick-start-1-setup-environment-variable"], [114, "quick-start-1-setup-environment-variable"], [116, "quick-start-1-setup-environment-variable"]], "Quick Start: 2.Run Docker Compose": [[109, "quick-start-2-run-docker-compose"], [112, 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[[195, "release-branches"]], "Release Notes": [[278, "release-notes"]], "Remove a policy": [[89, "remove-a-policy"]], "Reporting Issues": [[238, "reporting-issues"]], "Reporting a Vulnerability": [[239, "reporting-a-vulnerability"]], "Request": [[253, "request"], [253, "id2"], [253, "id4"], [253, "id6"], [253, "id8"], [253, "id10"], [253, "id12"], [253, "id14"], [253, "id16"]], "Request for Comments (RFCs)": [[244, "request-for-comments-rfcs"]], "Required Models": [[109, "required-models"], [112, "required-models"], [113, "required-models"], [114, "required-models"], [116, "required-models"], [121, "required-models"], [130, "required-models"], [131, "required-models"], [132, "required-models"], [133, "required-models"], [134, "required-models"], [139, "required-models"], [140, "required-models"], [141, "required-models"], [149, "required-models"], [150, "required-models"], [151, "required-models"], [160, "required-models"], [161, "required-models"], [162, "required-models"], [178, 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tool for agent": [[101, "retrieval-tool-for-agent"]], "Retriever Microservice": [[65, "retriever-microservice"], [67, "retriever-microservice"], [70, "retriever-microservice"], [72, "retriever-microservice"], [73, "retriever-microservice"], [74, "retriever-microservice"], [260, "retriever-microservice"], [261, "retriever-microservice"], [263, "retriever-microservice"], [264, "retriever-microservice"]], "Retriever Microservice with Milvus": [[65, "retriever-microservice-with-milvus"], [66, "retriever-microservice-with-milvus"]], "Retriever Microservice with Multimodal": [[65, "retriever-microservice-with-multimodal"]], "Retriever Microservice with Neo4J": [[68, "retriever-microservice-with-neo4j"]], "Retriever Microservice with PGVector": [[65, "retriever-microservice-with-pgvector"]], "Retriever Microservice with Pathway": [[65, "retriever-microservice-with-pathway"], [69, "retriever-microservice-with-pathway"]], "Retriever Microservice with QDrant": [[65, 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[265, "searchqna-application"]], "Second Instruction Step": [[254, "second-instruction-step"]], "Sep 2024": [[284, "sep-2024"]], "Service URL Setting": [[123, "service-url-setting"], [124, "service-url-setting"]], "Service preparation": [[96, "service-preparation"]], "Set Up the Documentation Working Folders": [[255, "set-up-the-documentation-working-folders"]], "Set Up the Grafana Dashboard": [[259, "set-up-the-grafana-dashboard"]], "Set Up the Prometheus Server": [[259, "set-up-the-prometheus-server"]], "Set the required environment variables:": [[268, "set-the-required-environment-variables"]], "Set up OPEA microservice": [[53, "set-up-opea-microservice"]], "Set up VLLM Ray Gaudi Service": [[53, "set-up-vllm-ray-gaudi-service"]], "Set up environment": [[53, "set-up-environment"]], "Setting up the Pathway data sources": [[80, "setting-up-the-pathway-data-sources"]], "Setup": [[48, "setup"], [78, "setup"], [225, "setup"]], "Setup ChatQnA Parameters": [[268, 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"simple-directed-graph"]], "Single Node": [[262, "single-node"]], "Single node on-prem deployment with Ollama on AIPC": [[260, "single-node-on-prem-deployment-with-ollama-on-aipc"]], "Single node on-prem deployment with TGI on Nvidia gpu": [[263, "single-node-on-prem-deployment-with-tgi-on-nvidia-gpu"]], "Single node on-prem deployment with vLLM or TGI on Gaudi AI Accelerator": [[261, "single-node-on-prem-deployment-with-vllm-or-tgi-on-gaudi-ai-accelerator"]], "Single node on-prem deployment with vLLM or TGI on Xeon Scalable processors": [[264, "single-node-on-prem-deployment-with-vllm-or-tgi-on-xeon-scalable-processors"]], "Single node test": [[110, "single-node-test"]], "Single video upload": [[12, "single-video-upload"]], "Single video-transcript pair upload": [[12, "single-video-transcript-pair-upload"]], "Specific Metrics": [[9, "specific-metrics"]], "Start Chroma Server": [[77, "id1"]], "Start Chroma server": [[77, "start-chroma-server"]], "Start Document Preparation Microservice for Neo4J with Python Script": [[13, "start-document-preparation-microservice-for-neo4j-with-python-script"]], "Start Document Preparation Microservice for Pinecone with Python Script": [[15, "start-document-preparation-microservice-for-pinecone-with-python-script"]], "Start Document Preparation Microservice for Qdrant with Python Script": [[16, "start-document-preparation-microservice-for-qdrant-with-python-script"]], "Start Embedding Service with Local Model": [[26, "start-embedding-service-with-local-model"], [27, "start-embedding-service-with-local-model"]], "Start Embedding Service with TEI": [[26, "start-embedding-service-with-tei"], [27, "start-embedding-service-with-tei"]], "Start LanceDB Server": [[78, "start-lancedb-server"]], "Start Log Output": [[77, "start-log-output"]], "Start Microservice Docker Containers": [[131, "start-microservice-docker-containers"], [132, "start-microservice-docker-containers"], [140, "start-microservice-docker-containers"], [141, "start-microservice-docker-containers"], [149, "start-microservice-docker-containers"], [150, "start-microservice-docker-containers"], [178, "start-microservice-docker-containers"], [179, "start-microservice-docker-containers"]], "Start Microservice with Docker": [[86, "start-microservice-with-docker"]], "Start Milvus Server": [[66, "start-milvus-server"]], "Start Milvus server": [[79, "start-milvus-server"]], "Start Neo4J Server": [[13, "start-neo4j-server"], [68, "start-neo4j-server"]], "Start PGVector server": [[81, "start-pgvector-server"]], "Start Pinecone Server": [[15, "start-pinecone-server"]], "Start Qdrant Server": [[16, "start-qdrant-server"]], "Start Qdrant server": [[83, "start-qdrant-server"]], "Start Ray Cluster with Autoscaling": [[235, "start-ray-cluster-with-autoscaling"]], "Start Redis server": [[84, "start-redis-server"]], "Start Retriever Service": [[66, "start-retriever-service"], [68, "start-retriever-service"], [69, "start-retriever-service"]], "Start Service": [[25, "start-service"], [33, "start-service"], [36, "start-service"], [37, "start-service"], [39, "start-service"]], "Start TEI Service": [[86, "start-tei-service"]], "Start VDMS server": [[85, "start-vdms-server"]], "Start Web Retriever Service": [[86, "start-web-retriever-service"]], "Start all the services Docker Containers": [[111, "start-all-the-services-docker-containers"], [112, "start-all-the-services-docker-containers"], [113, "start-all-the-services-docker-containers"], [114, "start-all-the-services-docker-containers"], [116, "start-all-the-services-docker-containers"], [161, "start-all-the-services-docker-containers"], [162, "start-all-the-services-docker-containers"], [164, "start-all-the-services-docker-containers"], [186, "start-all-the-services-docker-containers"], [187, "start-all-the-services-docker-containers"]], "Start all the services with Docker Containers": [[184, "start-all-the-services-with-docker-containers"]], "Start the Docker Containers for All Services": [[123, "start-the-docker-containers-for-all-services"], [124, "start-the-docker-containers-for-all-services"]], "Start the Pathway Vector DB Server": [[80, "start-the-pathway-vector-db-server"]], "Stateful Guardrails": [[248, "stateful-guardrails"]], "Status": [[245, "status"], [246, "status"], [247, "status"], [248, "status"], [249, "status"], [250, "status"]], "Step 0. Clean up the environment": [[273, "step-0-clean-up-the-environment"]], "Step 1. Install relevant components": [[273, "step-1-install-relevant-components"]], "Step 1. Set up Kubespray and Ansible": [[274, "step-1-set-up-kubespray-and-ansible"]], "Step 1: Install ChatQnA by Helm": [[223, "step-1-install-chatqna-by-helm"]], "Step 1: Install PCM": [[223, "step-1-install-pcm"]], "Step 1: Install Prometheus&Grafana": [[223, "step-1-install-prometheus-grafana"]], "Step 1: Install daemonset": [[223, "step-1-install-daemonset"]], "Step 2. Build your own inventory": [[274, "step-2-build-your-own-inventory"]], "Step 2. Create the k8s cluster": [[273, "step-2-create-the-k8s-cluster"]], "Step 2: Install all the serviceMonitor": [[223, "step-2-install-all-the-servicemonitor"]], "Step 2: Install metric-exporter": [[223, "step-2-install-metric-exporter"]], "Step 2: Modify & Install pcm-service": [[223, "step-2-modify-install-pcm-service"]], "Step 2: Verify the installation": [[223, "step-2-verify-the-installation"]], "Step 3 (optional) Reset Kubernetes cluster": [[273, "step-3-optional-reset-kubernetes-cluster"]], "Step 3. Define Kubernetes configuration": [[274, "step-3-define-kubernetes-configuration"]], "Step 3: Install pcm serviceMonitor": [[223, "step-3-install-pcm-servicemonitor"]], "Step 3: Install service-monitor": [[223, "step-3-install-service-monitor"]], "Step 3: Install the dashboard": [[223, "step-3-install-the-dashboard"]], "Step 3: Port-forward to access Grafana": [[223, "step-3-port-forward-to-access-grafana"]], "Step 4. Deploy Kubernetes": [[274, "step-4-deploy-kubernetes"]], "Step 4: Access Grafana": [[223, "step-4-access-grafana"]], "Step 4: Install the pcm dashboard": [[223, "step-4-install-the-pcm-dashboard"]], "Step 4: Verify the metrics": [[223, "step-4-verify-the-metrics"]], "Step 5. Create kubectl configuration": [[274, "step-5-create-kubectl-configuration"]], "Step 5: Import the dashboard into Grafana": [[223, "step-5-import-the-dashboard-into-grafana"]], "Step-by-Step guidelines": [[238, "step-by-step-guidelines"], [238, "id1"]], "Stop the services": [[260, "stop-the-services"], [261, "stop-the-services"], [263, "stop-the-services"], [264, "stop-the-services"]], "Stragegy and Scope of Work": [[250, "stragegy-and-scope-of-work"]], "StressCli": [[93, "stresscli"]], "Submitting Pull Requests": [[238, "submitting-pull-requests"]], "Summary and Next Steps": [[259, "summary-and-next-steps"]], "Support": [[238, "support"]], "Supported Examples": [[168, "supported-examples"], [191, "supported-examples"]], "Supported Models": [[102, "supported-models"]], "Svelte UI": [[140, "svelte-ui"]], "TEI Embedding Service": [[260, "tei-embedding-service"], [261, "tei-embedding-service"], [263, "tei-embedding-service"], [264, "tei-embedding-service"]], "TEI Reranking Service": [[260, "tei-reranking-service"], [261, "tei-reranking-service"], [263, "tei-reranking-service"], [264, "tei-reranking-service"]], "TGI FAQGen LLM Microservice": [[43, "tgi-faqgen-llm-microservice"]], "TGI LLM Microservice": [[50, "tgi-llm-microservice"]], "TGI Q and A": [[202, "tgi-q-and-a"]], "TGI Service": [[263, "tgi-service"]], "TSC Members (as of September 6, 2024)": [[240, "id1"]], "TTS": [[102, "tts"]], "TTS Microservice": [[75, "tts-microservice"]], "Table of Contents": [[90, "table-of-contents"], [199, "table-of-contents"], [200, "table-of-contents"]], "Table title": [[254, "id2"]], "Tables": [[254, "tables"], [256, "tables"]], "Tabs, Spaces, and Indenting": [[254, "tabs-spaces-and-indenting"]], "Technical Charter (the \u201cCharter\u201d) for OPEA a Series of LF Projects, LLC": [[241, "technical-charter-the-charter-for-opea-a-series-of-lf-projects-llc"]], "Technical Steering Committee": [[236, "technical-steering-committee"]], "Technical Steering Committee (TSC)": [[240, "technical-steering-committee-tsc"]], "Technical Steering Committee Members": [[240, "technical-steering-committee-members"]], "Telemetry for OPEA": [[9, "telemetry-for-opea"]], "Test Cases": [[90, "test-cases"]], "Test Configurations": [[110, "test-configurations"]], "Test Steps": [[110, "test-steps"]], "Test Suite Configuration": [[90, "test-suite-configuration"]], "Testing": [[192, "testing"]], "Thanks to these contributors": [[281, "thanks-to-these-contributors"]], "To run GenAIInfra on NVIDIA GPUs": [[234, "to-run-genaiinfra-on-nvidia-gpus"]], "Toxicity Checking Prediction Guard Microservice": [[39, "toxicity-checking-prediction-guard-microservice"]], "Toxicity Detection Microservice": [[38, "toxicity-detection-microservice"]], "Tracing": [[9, "tracing"]], "Translation Application": [[177, "translation-application"], [265, "translation-application"]], "Troubleshooting": [[99, "troubleshooting"], [109, "troubleshooting"], [121, "troubleshooting"], [130, "troubleshooting"], [139, "troubleshooting"], [172, "troubleshooting"], [201, "troubleshooting"], [259, "troubleshooting"]], "Troubleshooting GMC Custom Resource\uff08CR\uff09": [[229, "troubleshooting-gmc-custom-resource-cr"]], "Troubleshooting guide": [[226, "troubleshooting-guide"]], "Trust and Safety with LLM": [[31, "trust-and-safety-with-llm"]], "Trustworthiness Grade": [[267, "trustworthiness-grade"]], "Tts Microservice": [[277, "tts-microservice"]], "Tuning Config Parameters": [[91, "tuning-config-parameters"]], "Two node test": [[110, "two-node-test"]], "Understanding OPEA\u2019s Core Components": [[268, "understanding-opea-s-core-components"]], "Uninstall": [[197, "uninstall"], [228, "uninstall"]], "Uninstall KubeRay": [[235, "uninstall-kuberay"]], "Update a file to database": [[202, "update-a-file-to-database"]], "Update values": [[197, "update-values"]], "Upload RAG Files (Optional)": [[109, "upload-rag-files-optional"]], "Uploading images to an AWS Private Registry": [[272, "uploading-images-to-an-aws-private-registry"]], "Usage": [[48, "usage"], [78, "usage"], [90, "usage"], [91, "usage"], [93, "usage"], [197, "usage"]], "Usage guide for genai-microservices-connector(GMC)": [[230, "usage-guide-for-genai-microservices-connector-gmc"]], "Usages": [[194, "usages"], [234, "usages"]], "Use Case Setup": [[260, "use-case-setup"], [261, "use-case-setup"], [263, "use-case-setup"], [264, "use-case-setup"]], "Use GMC and Istio to compose an OPEA Pipeline with authentication and authorization enabled": [[230, "use-gmc-and-istio-to-compose-an-opea-pipeline-with-authentication-and-authorization-enabled"]], "Use GMC to adjust the chatQnA Pipeline": [[230, "use-gmc-to-adjust-the-chatqna-pipeline"]], "Use GMC to compose a chatQnA Pipeline": [[230, "use-gmc-to-compose-a-chatqna-pipeline"], [270, "use-gmc-to-compose-a-chatqna-pipeline"]], "Use GMC to delete the chatQnA Pipeline": [[230, "use-gmc-to-delete-the-chatqna-pipeline"]], "Use GenAI Microservices Connector (GMC) to deploy and adjust GenAIExamples": [[194, "use-genai-microservices-connector-gmc-to-deploy-and-adjust-genaiexamples"]], "Use GenAI Microservices Connector (GMC) to deploy and adjust GenAIExamples on NVIDIA GPUs": [[234, "use-genai-microservices-connector-gmc-to-deploy-and-adjust-genaiexamples-on-nvidia-gpus"]], "Use LLM-as-judge to grade the answers": [[95, "use-llm-as-judge-to-grade-the-answers"]], "Use LVM (Large Vision Model) for Summarizing Image Data": [[10, "use-lvm-large-vision-model-for-summarizing-image-data"]], "Use TGI as backend": [[112, "use-tgi-as-backend"], [164, "use-tgi-as-backend"]], "Use helm charts to deploy": [[194, "use-helm-charts-to-deploy"]], "Use vLLM as backend": [[112, "use-vllm-as-backend"]], "User data": [[99, "user-data"]], "Using Helm Charts repository": [[200, "using-helm-charts-repository"]], "Using Persistent Volume": [[200, "using-persistent-volume"]], "Using Private Docker Hub": [[200, "using-private-docker-hub"]], "Using prebuilt images": [[107, "using-prebuilt-images"], [118, "using-prebuilt-images"], [227, "using-prebuilt-images"]], "VLLM-Ray Endpoint Service": [[53, "vllm-ray-endpoint-service"]], "Validate CPU affinity and hardware alignment in containers": [[89, "validate-cpu-affinity-and-hardware-alignment-in-containers"]], "Validate MicroServices and MegaService": [[114, "validate-microservices-and-megaservice"], [116, "validate-microservices-and-megaservice"], [187, "validate-microservices-and-megaservice"]], "Validate Microservices": [[111, "validate-microservices"], [112, "validate-microservices"], [113, "validate-microservices"], [131, "validate-microservices"], [132, "validate-microservices"], [140, "validate-microservices"], [141, "validate-microservices"], [149, "validate-microservices"], [150, "validate-microservices"], [161, "validate-microservices"], [162, "validate-microservices"], [178, "validate-microservices"], [179, "validate-microservices"], [184, "validate-microservices"], [186, "validate-microservices"]], "Validate against the spec": [[93, "validate-against-the-spec"]], "Validate microservice": [[260, "validate-microservice"], [261, "validate-microservice"], [263, "validate-microservice"], [264, "validate-microservice"]], "Validate policy status": [[89, "validate-policy-status"]], "Validate services": [[100, "validate-services"], [101, "validate-services"]], "Validate the MicroServices and MegaService": [[123, "validate-the-microservices-and-megaservice"], [124, "validate-the-microservices-and-megaservice"]], "Validated LLM Models": [[45, "validated-llm-models"]], "Validating the result": [[232, "validating-the-result"]], "Validation Matrix and Prerequisites": [[259, "validation-matrix-and-prerequisites"]], "Value Proposition": [[250, "value-proposition"]], "Values": [[201, "values"], [203, "values"], [204, "values"], [205, "values"], [206, "values"], [207, "values"], [208, "values"], [209, "values"], [210, "values"], [211, "values"], [212, "values"], [213, "values"], [214, "values"], [215, "values"], [216, "values"], [217, "values"], [218, "values"], [219, "values"], [220, "values"], [221, "values"]], "Values from Popular Papers": [[98, "values-from-popular-papers"]], "VectorDB": [[260, "vectordb"], [261, "vectordb"], [263, "vectordb"], [264, "vectordb"]], "Vectorstores Microservice": [[76, "vectorstores-microservice"], [277, "vectorstores-microservice"]], "Vectorstores Microservice with Chroma": [[76, "vectorstores-microservice-with-chroma"]], "Vectorstores Microservice with LanceDB": [[76, "vectorstores-microservice-with-lancedb"]], "Vectorstores Microservice with Milvus": [[76, "vectorstores-microservice-with-milvus"]], "Vectorstores Microservice with PGVector": [[76, "vectorstores-microservice-with-pgvector"]], "Vectorstores Microservice with Pathway": [[76, "vectorstores-microservice-with-pathway"]], "Vectorstores Microservice with Pinecone": [[76, "vectorstores-microservice-with-pinecone"]], "Vectorstores Microservice with Qdrant": [[76, "vectorstores-microservice-with-qdrant"]], "Vectorstores Microservice with Redis": [[76, "vectorstores-microservice-with-redis"]], "Vectorstores Microservice with VDMS": [[76, "vectorstores-microservice-with-vdms"]], "Verify": [[199, "verify"], [201, "verify"], [203, "verify"], [204, "verify"], [205, "verify"], [206, "verify"], [207, "verify"], [208, "verify"], [209, "verify"], [210, "verify"], [211, "verify"], [212, "verify"], [213, "verify"], [214, "verify"], [215, "verify"], [216, "verify"], [217, "verify"], [218, "verify"], [219, "verify"], [220, "verify"], [221, "verify"]], "Verify Services": [[106, "verify-services"], [117, "verify-services"], [125, "verify-services"], [127, "verify-services"], [133, "verify-services"], [142, "verify-services"], [144, "verify-services"], [151, "verify-services"], [153, "verify-services"], [180, "verify-services"], [188, "verify-services"]], "Verify the workload through UI": [[201, "verify-the-workload-through-ui"], [203, "verify-the-workload-through-ui"], [204, "verify-the-workload-through-ui"], [221, "verify-the-workload-through-ui"]], "Verify the workload through curl command": [[201, "verify-the-workload-through-curl-command"], [203, "verify-the-workload-through-curl-command"], [204, "verify-the-workload-through-curl-command"], [221, "verify-the-workload-through-curl-command"]], "VideoQnA": [[191, "videoqna"]], "VideoQnA Application": [[183, "videoqna-application"], [265, "videoqna-application"]], "Visual Data Management System (VDMS)": [[74, "visual-data-management-system-vdms"]], "Visual Guide to Deployment": [[268, "visual-guide-to-deployment"]], "Visual Question and Answering": [[185, "visual-question-and-answering"]], "VisualQnA": [[191, "visualqna"]], "VisualQnA Application": [[265, "visualqna-application"]], "Visualization": [[9, "visualization"]], "Visualize metrics": [[9, "visualize-metrics"]], "Visualize tracing": [[9, "visualize-tracing"]], "We provided DocRetriever with different deployment infra": [[136, "we-provided-docretriever-with-different-deployment-infra"]], "Web Retriever Microservice": [[86, "web-retriever-microservice"]], "Web_retrievers Microservice": [[277, "web-retrievers-microservice"]], "What are the different ways partners can contribute to OPEA?": [[266, "what-are-the-different-ways-partners-can-contribute-to-opea"]], "What does OPEA acronym stand for?": [[266, "what-does-opea-acronym-stand-for"]], "What initial companies and open-source projects joined OPEA?": [[266, "what-initial-companies-and-open-source-projects-joined-opea"]], "What is Intel contributing?": [[266, "what-is-intel-contributing"]], "What is OPEA?": [[266, "what-is-opea"]], "What is OPEA\u2019s mission?": [[266, "what-is-opea-s-mission"]], "What problems are faced by GenAI deployments within the enterprise?": [[266, "what-problems-are-faced-by-genai-deployments-within-the-enterprise"]], "What\u2019s New in OPEA v0.8": [[281, "whats-new-in-opea-v0-8"]], "What\u2019s New in OPEA v0.9": [[282, "whats-new-in-opea-v0-9"]], "What\u2019s New in OPEA v1.0": [[283, "whats-new-in-opea-v1-0"]], "What\u2019s Next": [[268, "whats-next"]], "When you say Technical Conceptual Framework, what components are included?": [[266, "when-you-say-technical-conceptual-framework-what-components-are-included"]], "Where can I report a bug or vulnerability?": [[266, "where-can-i-report-a-bug-or-vulnerability"]], "Where can partners see the latest draft of the Conceptual Framework spec?": [[266, "where-can-partners-see-the-latest-draft-of-the-conceptual-framework-spec"]], "Why Agent for question answering?": [[100, "why-agent-for-question-answering"]], "Why now?": [[266, "why-now"]], "Will OPEA reference implementations work with proprietary components?": [[266, "will-opea-reference-implementations-work-with-proprietary-components"]], "With streaming": [[49, "with-streaming"]], "With the Docker CLI": [[69, "with-the-docker-cli"]], "With the Docker compose": [[69, "with-the-docker-compose"]], "Without streaming": [[49, "without-streaming"]], "Workflow of the deployed Document Summarization Service": [[139, "workflow-of-the-deployed-document-summarization-service"]], "a function to get the endpoint of service": [[202, "a-function-to-get-the-endpoint-of-service"]], "accuracy Result": [[122, "accuracy-result"]], "animation microservice": [[249, "animation-microservice"]], "asr": [[205, "asr"]], "bigcode-evaluation-harness": [[88, "bigcode-evaluation-harness"]], "build Mosec endpoint docker image": [[21, "build-mosec-endpoint-docker-image"]], "build cpu docker": [[54, "build-cpu-docker"]], "build embedding microservice docker image": [[21, "build-embedding-microservice-docker-image"]], "build reranking Mosec endpoint docker image": [[62, "build-reranking-mosec-endpoint-docker-image"]], "build reranking microservice docker image": [[62, "build-reranking-microservice-docker-image"]], "chatqna_neuralchat_rerank_latest.yaml": [[91, "chatqna-neuralchat-rerank-latest-yaml"]], "command line usage": [[88, "command-line-usage"], [88, "id1"], [122, "command-line-usage"]], "data-prep": [[206, "data-prep"]], "define the namespace of service": [[202, "define-the-namespace-of-service"]], "docs Repository Code Owners": [[242, "docs-repository-code-owners"]], "embedding-usvc": [[207, "embedding-usvc"]], "evaluate the model": [[54, "evaluate-the-model"]], "function call usage": [[88, "function-call-usage"], [88, "id2"]], "genai-microservices-connector(GMC)": [[226, "genai-microservices-connector-gmc"]], "get the embedding of input": [[202, "get-the-embedding-of-input"]], "get the retriever docs": [[202, "get-the-retriever-docs"]], "guardrails-usvc": [[208, "guardrails-usvc"]], "launch Mosec endpoint docker container": [[21, "launch-mosec-endpoint-docker-container"], [62, "launch-mosec-endpoint-docker-container"]], "launch embedding microservice docker container": [[21, "launch-embedding-microservice-docker-container"], [62, "launch-embedding-microservice-docker-container"]], "llm-uservice": [[209, "llm-uservice"]], "lm-evaluation-harness": [[88, "lm-evaluation-harness"]], "locust scripts for OPEA ChatQnA": [[94, "locust-scripts-for-opea-chatqna"]], "memory bandwidth exporter": [[225, "memory-bandwidth-exporter"]], "pre-commit testing": [[192, "pre-commit-testing"]], "redis-vector-db": [[210, "redis-vector-db"]], "remote service usage": [[88, "remote-service-usage"]], "reranking the docs": [[202, "reranking-the-docs"]], "reranking-usvc": [[211, "reranking-usvc"]], "retriever-usvc": [[212, "retriever-usvc"]], "run client test": [[21, "run-client-test"], [62, "run-client-test"]], "speecht5": [[213, "speecht5"]], "start the server": [[54, "start-the-server"]], "stresscli.py": [[93, "stresscli-py"]], "tei": [[214, "tei"]], "teirerank": [[215, "teirerank"]], "tgi": [[216, "tgi"]], "tts": [[217, "tts"]], "vLLM Endpoint Service": [[51, "vllm-endpoint-service"], [52, "vllm-endpoint-service"]], "vLLM and TGI Service": [[264, "vllm-and-tgi-service"]], "vllm": [[218, "vllm"]], "web-retriever": [[219, "web-retriever"]], "whisper": [[220, "whisper"]], "\u267b\ufe0f 3. Clean": [[57, "clean"], [64, "clean"]], "\u2699\ufe0f Implementation": [[7, "implementation"], [28, "implementation"], [59, "implementation"]], "\u26a0\ufe0f Prerequisites for Deploying ProductivitySuite with ReactUI": [[166, "prerequisites-for-deploying-productivitysuite-with-reactui"]], "\u2705 2. Test": [[57, "test"], [64, "test"]], "\u2705 Invoke Microservice": [[8, "invoke-microservice"], [29, "invoke-microservice"], [60, "invoke-microservice"]], "\u2705 Validate Microservices": [[164, "validate-microservices"]], "\u2705 Verify Services": [[166, "verify-services"]], "\u2753 FAQ Generation": [[163, "faq-generation"]], "\u2753 FAQ Generator": [[164, "faq-generator"]], "\ud83c\udf10 Deploying ProductivitySuite": [[166, "deploying-productivitysuite"]], "\ud83c\udf9b\ufe0f Data Source": [[164, "data-source"]], "\ud83c\udf9b\ufe0f User Context Management": [[163, "user-context-management"]], "\ud83d\udc33 Build Docker Images": [[164, "build-docker-images"]], "\ud83d\udcac Chat with Documents": [[163, "chat-with-documents"]], "\ud83d\udcacChatQnA": [[164, "chatqna"]], "\ud83d\udcbb Code Generation": [[163, "code-generation"]], "\ud83d\udcbb Codegen": [[164, "codegen"]], "\ud83d\udcc4 Content Summarization": [[163, "content-summarization"]], "\ud83d\udcda Document Summarization": [[164, "document-summarization"]], "\ud83d\udcda Setup Guide": [[163, "setup-guide"]], "\ud83d\udcdd Chat History Microservice": [[7, "chat-history-microservice"]], "\ud83d\udcdd Chat History Microservice with MongoDB": [[8, "chat-history-microservice-with-mongodb"]], "\ud83d\udcf8 Project Screenshots": [[108, "project-screenshots"], [119, "project-screenshots"], [120, "project-screenshots"], [128, "project-screenshots"], [129, "project-screenshots"], [135, "project-screenshots"], [145, "project-screenshots"], [146, "project-screenshots"], [154, "project-screenshots"], [155, "project-screenshots"], [167, "project-screenshots"], [176, "project-screenshots"], [182, "project-screenshots"]], "\ud83d\udd10 Identity and Access Management": [[163, "identity-and-access-management"]], "\ud83d\udd10 Keycloak Configuration Setup": [[165, "keycloak-configuration-setup"]], "\ud83d\udd10 Setup Keycloak": [[164, "setup-keycloak"]], "\ud83d\udd10 User Management via Keycloak Configuration": [[166, "user-management-via-keycloak-configuration"]], "\ud83d\udde8 Feedback Management Microservice": [[28, "feedback-management-microservice"]], "\ud83d\udde8 Feedback Management Microservice with MongoDB": [[29, "feedback-management-microservice-with-mongodb"]], "\ud83d\ude80 3. Validate Microservice": [[3, "validate-microservice"]], "\ud83d\ude80 4. Provide your own tools": [[3, "provide-your-own-tools"]], "\ud83d\ude80 Apply Intel Xeon Server on AWS": [[140, "apply-intel-xeon-server-on-aws"], [149, "apply-intel-xeon-server-on-aws"]], "\ud83d\ude80 Apply Xeon Server on AWS": [[112, "apply-xeon-server-on-aws"], [113, "apply-xeon-server-on-aws"], [161, "apply-xeon-server-on-aws"], [178, "apply-xeon-server-on-aws"], [186, "apply-xeon-server-on-aws"]], "\ud83d\ude80 Build Docker Images": [[111, "build-docker-images"], [112, "build-docker-images"], [113, "build-docker-images"], [114, "build-docker-images"], [116, "build-docker-images"], [124, "build-docker-images"], [131, "build-docker-images"], [132, "build-docker-images"], [140, "build-docker-images"], [141, "build-docker-images"], [149, "build-docker-images"], [150, "build-docker-images"], [157, "build-docker-images"], [158, "build-docker-images"], [161, "build-docker-images"], [162, "build-docker-images"], [170, "build-docker-images"], [171, "build-docker-images"], [174, 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259, 266, 267, 273, 276], "To": [2, 3, 6, 9, 10, 11, 12, 13, 14, 17, 34, 43, 44, 45, 46, 47, 50, 51, 52, 57, 58, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 86, 91, 92, 94, 95, 97, 100, 102, 104, 105, 109, 110, 111, 112, 113, 114, 115, 116, 117, 121, 122, 123, 124, 125, 130, 131, 133, 139, 140, 141, 142, 149, 150, 160, 161, 162, 164, 166, 172, 173, 174, 178, 179, 180, 184, 185, 186, 187, 188, 190, 192, 199, 200, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 226, 228, 229, 230, 232, 241, 249, 252, 253, 254, 255, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 283], "Will": [178, 179], "With": [34, 198, 250, 254, 267], "_": [66, 67, 68, 69, 70, 71, 72, 73, 74, 86, 111, 112, 113, 114, 115, 116, 161, 162, 164, 173, 174, 184, 198, 212, 219, 238, 254, 260, 261, 263, 264], "__init__": [2, 238, 245], "__main__": 245, "__name__": [199, 245], "__pack": 254, "__torch_function__": 115, "_appli": 115, "_build": 255, "_doc_guidelin": 254, "_hypervisor": 254, "_k_object": 254, "_my": 254, "_on_": 238, "_run": 91, "_static": 255, "_templat": 255, "a00e36": 280, "a072441": 282, "a09395": 283, "a0b94b": 280, "a18404": 283, "a1d6d70": 282, "a234db": 282, "a270726": 282, "a2745b2": 283, "a2dc96": 281, "a339a87": 283, "a39f23a": 282, "a3a9": [161, 162], "a3da7c1": 283, "a3fa0d6": 283, "a4398b0": [282, 283], "a456bf": 281, "a54ffd2": 282, "a56a847": 282, "a58ca4": 280, "a5eb14": 280, "a5ed223": 282, "a61e434": 282, "a6385bc": 282, "a672569": 283, "a6fd418": 283, "a76c90f": 282, "a8244c4": 283, "a851abf": 282, "a8a46bc": 283, "a924579": 283, "a98561": 281, "a9b087f": 283, "aa2730a": 282, "ab2e5eb73a29": [161, 162], "ab53e9": 281, "ab5c8d": 281, "ab8ebc4": 282, "ab98795": 282, "abc02e1": 282, "abdelhalem": [236, 240], "abid": 241, "abil": [3, 97, 115, 119, 120, 164, 167, 176, 191, 238, 241, 245, 246, 248, 263, 264, 267, 274], "abl": [3, 6, 7, 28, 59, 89, 95, 108, 112, 114, 116, 161, 162, 164, 167, 182, 198, 248, 249, 259, 260, 261, 263, 264, 267], "about": [2, 8, 29, 32, 34, 53, 55, 56, 57, 60, 89, 112, 113, 115, 123, 124, 131, 140, 149, 161, 168, 178, 185, 186, 198, 202, 214, 215, 216, 229, 237, 238, 242, 243, 244, 248, 254, 255, 256, 259, 260, 261, 263, 264, 267, 272, 275, 283], "abov": [29, 48, 50, 51, 52, 58, 60, 89, 107, 112, 118, 123, 124, 143, 164, 166, 184, 194, 197, 198, 199, 200, 225, 227, 230, 249, 254, 255, 256, 260, 261, 263, 264, 267, 270, 273, 274], "abstract": [2, 245, 246, 267, 276], "abus": [237, 253], "ac324a9": 282, "ac34860": 283, "ac3909d": 282, "ac4a777": 282, "ac52f79": 283, "ac89855": 282, "academ": 88, "acbaaf8": 282, "acc": 283, "acc_tun": 91, "acc_tuning_config": 91, "acceler": [22, 51, 52, 53, 89, 99, 107, 118, 121, 160, 172, 227, 248, 262, 266, 267], "accept": [8, 12, 29, 51, 52, 53, 55, 56, 57, 60, 64, 80, 164, 184, 190, 232, 237, 244, 253, 267], "access": [2, 9, 25, 33, 36, 37, 39, 49, 51, 52, 53, 56, 74, 89, 92, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 121, 123, 124, 125, 130, 131, 132, 133, 136, 137, 138, 139, 140, 141, 142, 143, 147, 149, 150, 161, 164, 165, 168, 172, 178, 179, 180, 184, 185, 186, 187, 188, 191, 196, 197, 198, 199, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 226, 227, 230, 232, 243, 245, 246, 248, 250, 253, 259, 260, 261, 263, 264, 267, 268, 270, 273, 274, 282, 283], "access_token": [197, 198], "accessmod": [197, 200], "accessurl": [107, 118, 126, 134, 143, 175, 181, 189, 197, 198, 227, 230, 270], "accompani": [1, 87, 159, 193, 241], "accord": [20, 23, 24, 45, 50, 51, 109, 111, 112, 113, 114, 116, 119, 120, 123, 124, 151, 160, 164, 167, 185, 196, 198, 241, 245, 260, 261, 263, 264, 268, 283], "accordingli": [198, 199, 226, 270, 273], "account": [45, 95, 98, 112, 113, 123, 131, 140, 149, 161, 178, 186, 237, 241, 254, 255, 260, 261, 263, 264, 267, 272], "account_id": 272, "accru": [115, 260, 261, 263, 264], "accur": [65, 67, 70, 72, 73, 74, 172, 190, 191, 249, 259], "accuraci": [61, 63, 74, 88, 97, 109, 123, 124, 168, 191, 238, 244, 246, 258, 265, 267, 281, 282, 283], "acdd712": 282, "achiev": [2, 4, 57, 74, 98, 115, 168, 202, 245, 250, 260, 261, 263, 264, 266, 267, 283], "acknowledg": 241, "aclweb": 98, "acquir": 115, "acrn": [255, 256], "acrnprob": 256, "across": [53, 74, 95, 97, 98, 110, 121, 130, 147, 168, 177, 198, 200, 236, 245, 253, 254, 259, 266, 267, 276], "act": [2, 3, 107, 115, 118, 123, 124, 143, 190, 198, 227, 237, 245, 246, 263, 264, 267, 276], "action": [3, 195, 198, 232, 237, 238, 241, 272, 282, 283], "activ": [34, 90, 93, 110, 191, 202, 225, 267, 274, 279], "actual": [20, 23, 24, 25, 45, 50, 111, 113, 161, 162, 164, 184, 186, 199, 267], "acycl": [123, 124, 253], "ad": [2, 7, 80, 89, 92, 97, 98, 102, 117, 168, 191, 197, 199, 226, 227, 238, 245, 247, 249, 250, 253, 254, 255, 259, 270, 273, 274, 279, 280, 281, 282, 283], "ad0bb7c": 282, "ad27729caf68": 261, "ad8ca88": 282, "ada": 253, "adapt": [30, 97, 196, 199, 237, 238, 258, 280, 281, 282], "adb157f": 283, "add": [2, 3, 6, 9, 30, 32, 34, 38, 40, 42, 45, 46, 47, 48, 55, 58, 63, 75, 80, 89, 91, 92, 97, 100, 102, 110, 111, 112, 113, 114, 116, 117, 137, 138, 158, 164, 167, 171, 184, 194, 197, 198, 199, 200, 223, 225, 238, 245, 248, 249, 250, 252, 254, 255, 259, 260, 261, 263, 264, 266, 267, 273, 279, 280, 281, 282, 283], "add761b504bc": 260, "add_api_rout": 245, "add_remote_servic": 2, "add_rout": 245, "adddiiton": 259, "addit": [25, 30, 31, 33, 36, 37, 39, 49, 56, 95, 98, 100, 107, 118, 123, 124, 143, 225, 227, 231, 241, 245, 247, 250, 254, 259, 267, 281, 283], "addition": [2, 95, 191, 245, 246, 260, 261, 263, 264, 266, 267], "additional_no_proxi": 274, "addon": [194, 223, 242, 247, 255, 273, 274], "addr": [137, 138], "address": [0, 30, 35, 45, 94, 98, 111, 112, 113, 114, 123, 124, 140, 141, 149, 150, 151, 160, 161, 162, 164, 184, 186, 187, 191, 197, 198, 201, 203, 204, 221, 223, 225, 237, 245, 255, 259, 260, 261, 263, 264, 267, 273, 274, 282, 283], "adher": [9, 45, 156, 238], "adjust": [79, 91, 123, 124, 226, 238, 241, 245, 270, 281], "admin": [92, 165, 197, 198, 223, 259, 273, 274], "administr": 273, "adminpassword": 197, "adminus": 197, "adopt": [35, 109, 136, 137, 138, 168, 196, 241, 245, 249, 259, 265, 266, 267, 276, 280, 281, 283], "adp": 284, "advanc": [3, 20, 23, 24, 51, 52, 53, 86, 111, 113, 123, 124, 140, 141, 149, 150, 161, 162, 163, 164, 184, 186, 187, 237, 250, 267], "advanced_use_cas": 226, "advantag": [130, 172, 245, 256, 266], "advic": 94, "advis": [115, 122, 261, 263, 264, 267], "advisori": [240, 241], "ae71ee": 283, "aebc23f": 283, "aed70d": 280, "aeef78": 281, "af2d0f": 281, "af47b3c": 282, "af4e0f8": 283, "af9e1b6": 283, "afc3341": 283, "afcb3a": 280, "affect": [198, 230, 237, 240, 241, 283], "affin": [199, 273], "aforement": [140, 149, 178, 179], "after": [5, 11, 12, 17, 18, 19, 30, 90, 92, 94, 95, 112, 113, 114, 115, 116, 119, 120, 123, 124, 127, 131, 132, 140, 144, 149, 153, 156, 157, 158, 161, 164, 166, 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"aieffici": [137, 138], "aim": [10, 74, 110, 241, 245, 249, 250, 260, 261, 263, 264, 267], "aio": 280, "aiohttp": 121, "aipc": [48, 265, 281], "aishwarya": 282, "aka": 267, "akin": [2, 172, 245, 246], "al": 98, "ala": 255, "alb": [20, 23, 24], "albert": 284, "album": 100, "alert": [259, 283], "alexsin368": 249, "algorithm": [20, 23, 24, 98, 115, 172, 260, 261, 263, 264, 266, 267], "align": [39, 64, 191, 200, 237, 250, 254, 256, 281, 282, 283], "aliv": [77, 137, 138], "all": [2, 3, 6, 8, 9, 11, 14, 17, 29, 30, 34, 40, 42, 46, 47, 48, 51, 52, 53, 55, 60, 75, 80, 89, 91, 95, 97, 98, 102, 106, 107, 109, 110, 115, 117, 118, 121, 125, 127, 130, 131, 132, 133, 139, 140, 141, 142, 143, 144, 149, 150, 151, 153, 157, 158, 166, 168, 170, 171, 172, 174, 178, 179, 180, 183, 185, 188, 190, 191, 195, 197, 198, 200, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 221, 222, 225, 227, 228, 229, 230, 232, 237, 239, 240, 241, 243, 244, 245, 248, 249, 250, 251, 253, 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274], "also": [0, 6, 9, 17, 69, 74, 89, 90, 92, 95, 96, 97, 102, 106, 107, 109, 110, 112, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 130, 131, 132, 133, 139, 140, 141, 142, 143, 149, 150, 151, 160, 161, 162, 164, 167, 168, 172, 173, 174, 175, 176, 178, 179, 180, 184, 185, 188, 194, 195, 196, 198, 199, 200, 225, 226, 227, 230, 231, 232, 234, 237, 238, 241, 243, 248, 249, 250, 254, 255, 256, 259, 260, 261, 263, 264, 267, 268, 270, 272, 274], "alt": 254, "alter": [253, 254], "altern": [6, 75, 89, 107, 118, 125, 194, 199, 227, 238, 241, 244, 249, 250, 253, 259, 266, 272, 273], "alwai": [17, 26, 27, 63, 69, 70, 72, 74, 86, 89, 91, 98, 112, 114, 116, 123, 124, 140, 149, 150, 243, 253, 260, 261, 263, 264, 266, 283], "am": 253, "amazon": [112, 113, 140, 149, 161, 178, 186, 272], "amazonaw": 272, "amazonecr": 272, "amd": [238, 240], "amd64": [12, 92, 225, 259, 273], "amd_gpu": 238, "amend": 238, "america": 99, "among": [53, 64, 190, 226, 267, 268], "amount": [89, 115, 147, 223, 238, 260, 261, 263, 264], "amr": [236, 240], "amx": 248, "an": [2, 3, 5, 6, 9, 11, 17, 18, 22, 23, 25, 30, 32, 33, 34, 35, 36, 37, 38, 39, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 58, 63, 65, 67, 69, 70, 72, 73, 74, 75, 80, 89, 91, 92, 94, 95, 98, 99, 101, 102, 103, 107, 109, 112, 113, 114, 115, 116, 118, 121, 122, 124, 125, 132, 140, 141, 143, 148, 149, 160, 161, 164, 165, 168, 172, 177, 178, 184, 185, 186, 187, 190, 191, 194, 196, 199, 200, 203, 225, 226, 227, 228, 231, 234, 236, 237, 238, 240, 241, 244, 245, 249, 250, 251, 252, 253, 254, 255, 256, 259, 260, 261, 263, 264, 265, 266, 267, 270, 274, 280, 282], "analysi": [11, 17, 18, 88, 90, 94, 110, 267, 284], "analyz": [39, 88, 90, 259], "ani": [10, 12, 29, 32, 33, 34, 42, 65, 67, 70, 72, 73, 74, 80, 89, 90, 92, 98, 99, 112, 115, 194, 196, 198, 201, 225, 228, 232, 234, 237, 238, 239, 240, 241, 245, 248, 253, 254, 255, 259, 260, 261, 263, 264, 266, 267, 273, 274], "annot": [89, 199, 230, 231, 232], "announc": 35, "anomali": 259, "anonym": 77, "anoth": [3, 95, 98, 115, 117, 118, 121, 125, 130, 133, 142, 165, 180, 188, 190, 191, 196, 198, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 221, 223, 227, 230, 238, 241, 254, 255, 259, 273], "ansibl": 250, "ansible_connect": 274, "ansible_env": 274, "ansible_host": 274, "answer": [3, 4, 5, 6, 29, 42, 50, 51, 55, 56, 75, 96, 99, 102, 103, 115, 123, 124, 160, 172, 189, 190, 191, 200, 202, 237, 249, 259, 260, 261, 263, 264, 265, 266, 267], "answer_correct": 95, "answer_relev": [96, 97, 148], "anthologi": 98, "anti": 248, "anticip": 36, "antiquewhit": 256, "anyon": [241, 243, 266], "anyscal": [236, 266], "anyth": [199, 255], "anywher": 254, "apach": [1, 77, 78, 87, 159, 193, 196, 197, 241], "apart": 259, "api": [2, 5, 7, 8, 20, 22, 23, 24, 25, 29, 33, 35, 36, 37, 39, 45, 49, 50, 51, 52, 53, 56, 60, 63, 78, 95, 100, 111, 112, 113, 114, 121, 122, 123, 124, 125, 164, 173, 174, 175, 184, 191, 196, 197, 198, 199, 203, 208, 209, 216, 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174, 176, 177, 178, 180, 183, 184, 185, 186, 187, 188, 191, 192, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 214, 215, 216, 218, 221, 223, 225, 226, 227, 228, 229, 230, 231, 232, 238, 241, 243, 245, 246, 248, 249, 250, 252, 253, 254, 255, 256, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 275, 276, 279], "cancel": [30, 156, 169, 282], "cancer": 267, "candid": [61, 63, 98, 250], "cannot": [11, 89, 121, 198, 199, 218, 241, 253], "cap": [3, 6, 30, 34, 40, 42, 45, 46, 47, 55, 75, 97, 114, 158, 171], "cap_add": [115, 261], "capabl": [2, 3, 5, 35, 95, 109, 121, 135, 163, 169, 172, 191, 196, 198, 200, 245, 246, 247, 249, 250, 254, 259, 279], "capac": [197, 200, 267], "caption": [12, 160, 161, 162, 191, 254, 256], "captur": [20, 23, 24, 190, 198, 259, 261, 267], "car": 261, "carcinogen": 267, "card": [35, 51, 52, 89, 91, 97, 114, 187, 203, 258, 283], "care": [202, 238, 244, 245, 267], "carri": 267, "cartwright": [236, 240], "case": [2, 12, 20, 23, 24, 64, 74, 88, 89, 93, 109, 110, 112, 114, 115, 116, 121, 130, 136, 137, 138, 139, 147, 160, 168, 177, 184, 185, 191, 194, 195, 198, 200, 225, 226, 228, 230, 238, 241, 250, 252, 254, 259, 266, 267, 268, 270, 273, 276, 282, 283, 284], "cash": [115, 260, 261, 263, 264], "cast": 237, "cat": [89, 200, 273, 274], "catalog": [238, 267, 283], "categori": [9, 32, 34, 36, 267], "cater": 168, "caught": 38, "caus": [37, 88, 89, 90, 255, 281], "causal": 122, "cb31d05": 282, "cc45ff032e8c": 261, "cc84847": 283, "cc8cd70": 282, "ccdd2d0": 283, "cd": [2, 3, 6, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 77, 80, 86, 88, 92, 93, 95, 97, 100, 103, 104, 105, 106, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 120, 121, 122, 123, 124, 125, 127, 128, 129, 130, 131, 132, 133, 135, 137, 138, 139, 140, 141, 142, 144, 145, 146, 149, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 164, 166, 167, 170, 171, 172, 173, 174, 176, 178, 179, 180, 182, 184, 185, 186, 187, 188, 195, 198, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 221, 223, 225, 238, 242, 243, 255, 259, 260, 261, 263, 264, 268, 270, 274, 282, 283], "cd83854": 282, "cd91cf": 280, "cdw": [236, 240], "ce": [11, 14, 17, 18], "ce4e7802a371": 261, "ce9190": 280, "cef6ea": 280, "cell": 254, "center": [254, 256, 276], "central": [98, 198, 243, 259], "cert": [202, 225, 273], "certain": [89, 113, 120, 161, 186, 248], "certif": [238, 241, 267, 273], "certifi": 267, "cf021ee": 282, "cf15b91": 282, "cf28da4": 282, "cf8bd83": 283, "cfaf5f0": 282, "cfcac3f": 282, "cff0a36": 283, "cff0a4d": 283, "cgroup": 89, "cgroupn": 225, "chain": [194, 226, 253, 267, 270], "chair": [236, 240, 241], "challeng": [38, 95, 100, 147, 245, 266], "chang": [58, 80, 87, 89, 90, 92, 95, 103, 109, 111, 112, 113, 114, 116, 117, 118, 121, 125, 130, 131, 132, 133, 134, 139, 140, 141, 142, 143, 149, 150, 151, 161, 162, 164, 172, 178, 179, 180, 184, 186, 188, 191, 192, 197, 199, 200, 201, 227, 229, 230, 232, 238, 241, 244, 245, 253, 254, 255, 256, 259, 273, 274, 280, 281, 282, 283], "change_img": 225, "channel": [25, 33, 36, 37, 39, 49, 56, 237, 260, 261, 263, 264], "chao": [161, 162], "chaqna": [112, 113, 114, 116, 118, 184, 260, 261, 263, 264, 282], "char": 254, "charact": 280, "character": 267, "characterist": [185, 237, 267], "charactertextsplitt": 80, "charg": 253, "chart": [160, 168, 183, 192, 196, 197, 198, 199, 202, 223, 238, 242, 254, 262, 266, 279, 280, 281, 282, 283, 284], "chart_mount": 281, "chart_test": 281, "charter": [240, 243], "chartnam": 200, "chat": [2, 3, 29, 30, 41, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 57, 88, 90, 91, 100, 104, 105, 108, 110, 111, 112, 113, 114, 115, 116, 118, 119, 120, 121, 122, 131, 132, 139, 140, 141, 143, 156, 166, 173, 174, 178, 179, 190, 191, 200, 201, 209, 218, 221, 227, 230, 245, 250, 259, 260, 261, 263, 264, 265, 277, 279, 280, 281, 282], "chat_base_url": 120, "chat_data": 29, "chat_history_create_endpoint": 164, "chat_history_delete_endpoint": 164, "chat_history_get_endpoint": 164, "chat_id": 29, "chat_processor": 45, "chat_qna": 245, "chat_templ": [50, 51, 161, 162, 260, 261, 263, 264], "chat_url": 108, "chatbot": [109, 172, 190, 191, 200, 253, 259, 267], "chatcmpl": 253, "chatcompletionrequest": 245, "chatcompletionrespons": 245, "chatgpt": 253, "chathistori": [8, 164, 238, 242], "chathistory_mongo": 29, "chatmodelllama": 45, "chatopenai": [53, 114], "chatqa": [118, 198, 227, 229, 230, 232, 234, 238, 270], "chatqna": [2, 9, 58, 88, 89, 90, 92, 97, 115, 121, 166, 168, 190, 194, 195, 197, 198, 199, 200, 203, 204, 221, 226, 232, 238, 242, 244, 247, 249, 252, 254, 258, 267, 279, 280, 281, 282, 283, 284], "chatqna_authn_fakejwt": 198, "chatqna_authn_keycloak": 198, "chatqna_authn_oauth": 198, "chatqna_authz_fakejwt": 198, "chatqna_authz_keycloak": 198, "chatqna_authz_oauth": 198, "chatqna_bf16": 117, "chatqna_config_map": 91, "chatqna_dataprep_gaudi": [227, 230], "chatqna_dataprep_xeon": [198, 227, 230], "chatqna_gaudi": [118, 227, 238], "chatqna_istio_external_auth": 198, "chatqna_mega_servic": 91, "chatqna_megaservice_grafana": 92, "chatqna_nv": 230, "chatqna_router_gatewai": 198, "chatqna_router_gateway_oauth": 198, "chatqna_switch_gaudi": 227, "chatqna_switch_xeon": 227, "chatqna_ui_gatewai": 198, "chatqna_use_cas": 226, "chatqna_without_rerank": [112, 114], "chatqna_xeon": [118, 227, 238, 270], "chatqnagatewai": [2, 245], "chatqnaservic": 245, "check": [0, 2, 3, 9, 17, 25, 36, 37, 49, 52, 53, 56, 57, 69, 92, 97, 107, 110, 112, 113, 114, 116, 118, 121, 125, 126, 130, 134, 137, 138, 139, 143, 164, 168, 172, 175, 181, 183, 184, 189, 194, 197, 198, 199, 200, 202, 225, 226, 227, 230, 234, 236, 248, 253, 254, 255, 265, 267, 268, 270, 272, 273, 274, 277, 282, 283], "check_asr_serv": 6, "check_llava_serv": 55, "check_lvm": [55, 57], "check_refer": 122, "check_whisper_serv": 6, "checkeck": 53, "checkout": [2, 195, 238, 255, 260, 261, 263, 264, 274, 277, 281], "checkpoint": [30, 156, 169, 283], "chen": 242, "chendi": 242, "chensuyu": [238, 242], "chief": [236, 240, 267], "children": 274, "chin": 98, "china": [112, 114, 283], "chines": [178, 179, 180, 181, 267, 280, 281, 283], "chinyixiang": 250, "chip": 99, "chmod": 200, "choic": [45, 48, 119, 120, 164, 167, 198, 248, 253, 261, 267], "choos": [42, 43, 44, 45, 46, 47, 50, 58, 63, 67, 70, 72, 73, 74, 89, 107, 109, 110, 112, 114, 118, 121, 160, 168, 178, 179, 185, 194, 198, 227, 232, 241, 259, 266, 268, 274], "chosen": [30, 112, 113, 123, 131, 140, 149, 161, 178, 186], "chown": [200, 273, 274], "chroma": [86, 172, 173, 174, 190, 191, 219, 277, 279, 284], "chroma_server_nofil": 77, "chromadb": [77, 267], "chun_siz": 11, "chunk": [11, 51, 52, 64, 80, 249, 260, 261, 263, 264, 267, 282], "chunk_dur": [57, 64, 184], "chunk_overlap": [11, 13, 16, 17, 18, 91, 97], "chunk_siz": [11, 13, 16, 17, 18, 91, 97, 110], "chunk_start": [57, 64, 184], "chunker": 267, "ci": [195, 238, 242, 243, 280, 281, 282, 283], "cicd": 284, "cid": [57, 64], "cidr": 273, "circl": [254, 256], "circumst": 241, "cite": 267, "claim": [98, 125, 198], "clang": [231, 254], "clangd": 231, "clarifi": [237, 267], "clariti": [237, 238, 254, 267], "class": [2, 3, 89, 99, 225, 237, 238, 245, 254], "class_metr": 225, "classic": 279, "classif": [32, 38, 43, 44, 139, 140, 141, 142, 143, 149, 150, 151, 164, 221, 267], "classifi": [35, 115, 260, 261, 263, 264], "classifil": 35, "claud": 284, "clean": [143, 225, 226, 254, 255, 267, 274, 282], "clear": [5, 12, 110, 119, 120, 164, 167, 176, 238, 247, 254, 266, 267, 283], "clearli": 254, "cli": [210, 232, 272], "click": [92, 112, 114, 120, 121, 123, 124, 145, 146, 154, 155, 164, 167, 176, 190, 198, 249, 254, 259], "client": [95, 107, 112, 118, 126, 134, 143, 165, 175, 181, 189, 196, 197, 198, 227, 230, 245, 256, 260, 270, 283], "client_except": 121, "client_id": [197, 198], "client_pod": [107, 118, 126, 134, 143, 175, 181, 189, 198, 227, 230, 270], "client_secret": [197, 198], "clientconnectorerror": 121, "clip": [183, 184, 191, 277, 283], "clone": [2, 54, 61, 77, 88, 91, 93, 95, 97, 100, 103, 104, 105, 108, 110, 111, 112, 113, 114, 116, 119, 120, 122, 123, 124, 128, 129, 131, 132, 135, 137, 138, 140, 141, 145, 146, 149, 150, 154, 155, 157, 158, 161, 162, 164, 167, 170, 171, 173, 174, 176, 178, 179, 182, 184, 186, 187, 195, 223, 225, 238, 255, 260, 261, 263, 264, 268, 270, 274], "close": [137, 138, 267, 284], "closer": [33, 39, 98], "closur": 241, "cloud": [2, 74, 77, 80, 107, 112, 118, 143, 168, 194, 226, 227, 234, 236, 238, 240, 246, 248, 250, 252, 259, 261, 267, 268, 270, 276, 277, 281, 284], "cloudera": [236, 266], "cloudform": 272, "cluster": [89, 92, 93, 127, 144, 153, 165, 166, 168, 195, 198, 199, 200, 216, 218, 222, 228, 230, 232, 250, 252, 259, 265, 270, 271, 281, 284, 285], "cluster_ip": 110, "clusterip": [110, 166, 199, 202], "cm": 199, "cmd": [239, 282], "cmpl": 261, "cncf": 267, "cni": 273, "cni_ver": 273, "co": [40, 121, 162, 201, 203, 204, 214, 215, 216, 218, 221], "coc": 241, "code": [1, 2, 3, 11, 17, 18, 32, 35, 38, 58, 87, 88, 94, 122, 126, 131, 132, 134, 159, 164, 167, 168, 175, 181, 190, 191, 193, 194, 197, 198, 223, 231, 240, 241, 243, 244, 246, 250, 253, 255, 265, 266, 267, 274, 275, 279, 281, 282, 283, 284, 285], "code_of_conduct": 237, "codebas": 121, "codeblock": [254, 281, 282], "codecov": 280, "codegen": [88, 90, 166, 168, 190, 195, 200, 238, 242, 250, 252, 279, 280, 281, 282, 283, 284], "codegen_endpoint": 122, "codegen_gaudi": 126, "codegen_url": 122, "codegen_xeon": 126, "codellama": [121, 123, 124, 125, 164, 191, 203, 227], "codeown": [242, 282, 283], "codeparrot": 88, "codeql": 238, "codeqwen1": [121, 122], "coder": 121, "codetran": [88, 90, 168, 190, 195, 200, 242, 250, 252, 279, 280, 281, 282, 283, 284], "codetrans_gaudi": 134, "codetrans_xeon": 134, "cogen": 283, "cognit": 267, "coher": [119, 164, 167, 267], "cohes": 241, "col": 254, "colbert": 267, "cole": 98, "collabor": [238, 241, 266], "collater": [115, 260, 261, 263, 264], "collect": [11, 32, 61, 63, 74, 88, 90, 93, 109, 160, 172, 191, 199, 223, 225, 241, 246, 254, 255, 259, 267, 268, 276, 282, 283], "collect_service_metr": 90, "collecter_interv": 225, "collection_nam": [8, 11, 16, 18, 29, 60, 66, 74, 164], "collector": 225, "collector_zipkin_host_port": 9, "colon": 254, "color": [237, 256, 267], "column": [148, 256], "columns2": 254, "columns3": 254, "com": [1, 2, 11, 12, 13, 16, 17, 18, 23, 30, 45, 54, 57, 61, 77, 87, 88, 91, 92, 93, 95, 97, 100, 103, 104, 105, 109, 110, 111, 112, 113, 114, 116, 122, 123, 124, 131, 132, 137, 138, 140, 141, 149, 150, 157, 158, 159, 161, 162, 164, 170, 171, 173, 174, 178, 179, 184, 186, 187, 190, 193, 195, 197, 198, 199, 202, 223, 225, 227, 232, 234, 236, 238, 242, 243, 250, 253, 254, 255, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 281, 282, 283], "combin": [42, 109, 185, 232, 255, 259, 260, 261, 263, 264, 267], "combined_model": 232, "combo": 282, "comcast": [236, 240], "come": [95, 100, 110, 160, 198, 266, 267], "comma": 225, "command": [6, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 26, 27, 30, 35, 40, 41, 45, 48, 51, 52, 58, 67, 68, 70, 72, 73, 74, 90, 91, 93, 94, 95, 97, 100, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 128, 129, 130, 131, 132, 133, 135, 139, 140, 141, 142, 143, 145, 146, 149, 150, 154, 155, 156, 157, 158, 160, 161, 162, 164, 166, 167, 169, 170, 171, 172, 173, 174, 176, 178, 179, 180, 182, 184, 185, 186, 187, 188, 192, 198, 199, 200, 202, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 227, 228, 230, 231, 232, 238, 255, 256, 260, 261, 263, 264, 268, 270, 272, 273, 274, 282, 283], "comment": [29, 38, 121, 123, 124, 237, 238, 243, 254, 283], "commerc": 185, "commerci": 102, "commit": [88, 115, 196, 237, 238, 241, 255, 261, 263, 264, 282, 283], "committ": [241, 266], "committe": [243, 267], "common": [17, 130, 198, 200, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 218, 219, 237, 238, 241, 254, 267, 281, 282, 283], "commondatastorag": [161, 162], "commonli": [97, 254], "commun": [2, 3, 45, 78, 89, 110, 168, 177, 198, 199, 223, 226, 237, 240, 244, 245, 246, 248, 251, 254, 266, 267, 268, 273, 275, 276, 284], "comp": [2, 3, 6, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 55, 56, 57, 58, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 80, 86, 100, 103, 104, 105, 109, 111, 112, 113, 114, 115, 116, 123, 124, 131, 132, 137, 138, 140, 141, 149, 150, 157, 158, 161, 162, 164, 170, 171, 173, 174, 178, 179, 184, 186, 187, 190, 202, 238, 242, 245, 247, 255, 260, 261, 263, 264, 281, 282, 283], "compani": [115, 240, 241, 255, 260, 261, 263, 264, 267], "compar": [33, 89, 98, 100, 168, 227, 245, 254, 255, 267], "comparison": [95, 172, 259, 267], "compat": [3, 22, 53, 168, 231, 238, 244, 253, 254, 265, 272, 281, 283], "compet": 267, "competit": [196, 241, 267], "compil": 231, "compl": 42, "complain": 254, "complaint": 237, "complement": 267, "complementari": 267, "complet": [2, 3, 4, 5, 45, 46, 47, 48, 49, 50, 51, 52, 53, 77, 88, 90, 100, 104, 105, 109, 111, 112, 113, 114, 115, 116, 121, 122, 123, 124, 127, 131, 132, 144, 153, 164, 173, 174, 178, 179, 184, 198, 209, 218, 230, 238, 245, 253, 254, 259, 260, 261, 263, 264, 267, 272, 273, 282], "completion_token": [253, 261], "completioncheck": 4, "completli": 238, "complex": [2, 74, 95, 97, 100, 147, 191, 198, 238, 245, 246, 250, 253, 255, 267, 276], "compli": [93, 241, 253], "complianc": [147, 196, 198, 248, 266, 267], "compon": [1, 9, 12, 77, 87, 91, 95, 107, 109, 115, 118, 126, 134, 143, 159, 160, 166, 168, 175, 181, 189, 193, 201, 202, 222, 226, 227, 228, 230, 231, 232, 245, 246, 248, 250, 252, 254, 255, 259, 260, 261, 263, 264, 270, 276, 277, 280, 281, 282, 283, 284], "compos": [2, 57, 64, 77, 79, 97, 100, 102, 104, 105, 110, 111, 113, 115, 121, 123, 124, 130, 131, 132, 137, 138, 139, 140, 141, 149, 150, 160, 161, 162, 163, 164, 168, 172, 173, 174, 178, 179, 183, 184, 185, 186, 187, 195, 226, 236, 238, 245, 246, 252, 259, 260, 261, 263, 264, 267, 268, 276, 277, 279, 280, 281, 282, 283, 284], "compose_guardrail": [114, 261], "compose_qdr": 113, "compose_vllm": [112, 114, 261, 264], "compose_vllm_rai": 114, "compose_without_rerank": [112, 114], "composit": [241, 267, 276, 283], "comprehend": [147, 191, 267], "comprehens": [2, 13, 95, 97, 100, 110, 121, 147, 160, 163, 165, 172, 190, 191, 245, 246, 267], "compress": [51, 52], "compris": [101, 194, 245, 249, 253, 260, 261, 263, 264, 267], "comput": [23, 74, 89, 98, 113, 121, 140, 149, 161, 178, 186, 249, 250, 255, 267], "con": [238, 244, 245, 267], "concept": [121, 250, 273], "concern": [34, 241, 261, 267], "concis": 147, "concret": 35, "concurr": [88, 90, 94, 110, 172, 280, 281, 282, 283], "concurrent_level": 90, "conda": 101, "condens": [145, 146, 154, 155, 164, 167, 190], "condit": [1, 35, 40, 42, 87, 159, 193, 194, 200, 226, 229, 230, 238, 239, 270, 272, 280, 281], "conduct": [2, 65, 67, 70, 72, 73, 74, 88, 168, 194, 241, 243], "conf": [58, 94, 225, 255, 273, 274], "confer": [95, 98], "confid": 267, "confidenti": [267, 284], "config": [77, 89, 92, 96, 110, 112, 114, 116, 118, 121, 122, 123, 124, 140, 141, 149, 150, 197, 198, 199, 203, 204, 221, 225, 226, 227, 228, 229, 230, 232, 246, 255, 259, 260, 261, 263, 264, 270, 273, 280, 281, 282, 283], "config_fil": 225, "config_max_thread_byt": 254, "config_onli": 91, "configmap": [199, 226, 230, 232, 270, 281], "configpatch": 232, "configur": [20, 23, 24, 25, 33, 36, 37, 39, 45, 48, 49, 51, 52, 56, 57, 64, 88, 92, 100, 109, 112, 113, 115, 123, 127, 131, 140, 144, 149, 153, 160, 161, 163, 164, 168, 178, 186, 194, 196, 197, 198, 199, 200, 225, 229, 234, 238, 245, 255, 259, 260, 261, 263, 264, 265, 268, 272, 281, 283, 284], "configvalid": 232, "confirm": [112, 143], "conflict": [32, 218, 283], "conform": [199, 241], "confus": 254, "congratul": [115, 274], "conjunct": [109, 110, 253], "conjur": 261, "conncurr": 94, "connect": [28, 59, 69, 78, 80, 88, 89, 90, 92, 107, 109, 112, 113, 114, 115, 116, 118, 121, 123, 131, 140, 143, 149, 161, 178, 186, 196, 197, 198, 225, 226, 227, 238, 250, 256, 261, 263, 264, 267, 270, 281, 282], "connect_model": 232, "connector": [80, 107, 118, 143, 190, 198, 227, 238, 242, 247, 255, 259, 280, 281, 282, 283, 284], "consecut": [123, 124, 255], "consensu": [240, 241], "consequ": 237, "conserv": [90, 184], "consid": [89, 95, 98, 237, 238, 244, 253, 255, 259, 267], "consider": 267, "consist": [25, 33, 36, 37, 39, 45, 49, 56, 156, 166, 190, 191, 232, 241, 247, 248, 253, 254, 259, 266, 267, 282], "consol": [112, 113, 123, 131, 140, 149, 161, 165, 178, 186, 198, 254, 259], "consolid": [115, 260, 261, 263, 264], "constant": 90, "constraint": 199, "construct": [2, 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125, 127, 133, 142, 144, 151, 153, 165, 166, 175, 180, 184, 200, 201, 203, 204, 208, 209, 216, 218, 221, 226, 228, 232, 254], "insert_befor": 232, "insert_your_ip_her": 151, "insid": [80, 92, 95, 198, 230, 259], "insight": [88, 90, 110, 121, 147, 160, 163, 210, 238, 250, 267], "inspir": [110, 237, 261], "instal": [11, 48, 51, 52, 54, 75, 78, 92, 94, 97, 103, 107, 108, 109, 111, 112, 113, 117, 118, 119, 120, 121, 122, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 139, 140, 142, 143, 144, 145, 146, 149, 153, 154, 155, 161, 162, 164, 166, 167, 168, 175, 176, 178, 180, 181, 182, 184, 186, 188, 189, 192, 194, 198, 200, 222, 225, 226, 227, 231, 232, 238, 239, 259, 260, 267, 280, 281, 282, 283], "installt": [226, 228], "instanc": [38, 48, 79, 89, 112, 113, 118, 140, 149, 161, 178, 186, 199, 223, 226, 227, 228, 237, 245, 249, 260, 261, 263, 264, 267], "instancenam": 223, "instanti": 267, "instead": [89, 98, 114, 199, 222, 223, 225, 231, 245, 253, 254, 261, 267, 281, 283], "instruct": 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249, 253, 254, 260, 261, 263, 264], "unit": [91, 99, 238, 282, 283, 285], "unix": [223, 253], "unknown": [98, 199, 267, 281, 282], "unless": [199, 238, 241, 254, 274], "unlik": [2, 89, 94, 245, 246, 276], "unlock": 267, "unnecessari": [281, 282, 283], "unobstruct": 266, "unord": 254, "unpredict": 34, "unprincipl": 32, "unprofession": 237, "unreason": [31, 38], "unsaf": [34, 282], "unsolicit": 237, "unstructur": [10, 267], "unsuccess": [3, 11, 17, 18, 32, 35, 38], "untermin": 254, "until": [55, 57, 64, 80, 89, 109, 123, 124, 184, 197, 241, 253, 273], "unus": [281, 283], "unwelcom": 237, "up": [11, 12, 13, 14, 15, 16, 17, 19, 23, 24, 26, 27, 34, 35, 41, 43, 44, 45, 46, 47, 48, 50, 55, 57, 58, 63, 64, 67, 69, 70, 72, 73, 74, 77, 79, 90, 91, 95, 96, 100, 104, 105, 107, 109, 111, 112, 113, 114, 115, 116, 118, 121, 123, 124, 126, 127, 130, 131, 132, 134, 137, 138, 139, 140, 141, 143, 144, 148, 149, 150, 153, 160, 161, 162, 163, 164, 166, 172, 173, 174, 175, 178, 179, 181, 184, 185, 186, 187, 189, 191, 192, 197, 199, 200, 223, 226, 227, 245, 253, 254, 260, 261, 263, 264, 266, 267, 268, 282, 285], "updat": [7, 8, 10, 17, 18, 19, 28, 29, 80, 111, 112, 113, 114, 116, 118, 121, 122, 123, 124, 125, 161, 162, 164, 185, 192, 194, 199, 200, 201, 203, 204, 205, 206, 207, 208, 209, 211, 212, 217, 219, 221, 223, 227, 228, 230, 234, 238, 250, 254, 255, 260, 261, 263, 264, 267, 272, 273, 274, 280, 281, 282, 283], "update_depend": [201, 203, 204, 221], "update_genaiexampl": 200, "update_manifest": 200, "upgrad": [88, 228, 230, 267, 281, 283], "upload": [18, 19, 67, 92, 108, 111, 112, 113, 114, 116, 117, 119, 120, 145, 146, 154, 161, 162, 164, 167, 184, 190, 199, 202, 227, 249, 259, 281, 282, 283], "upload_fil": 110, "upload_file_base_url": 120, "upload_file_no_rerank": 110, "upload_training_fil": 283, "uploaded_file_1": [11, 14, 17], "uploaded_file_2": [11, 14, 17], "upon": [77, 107, 110, 118, 143, 190, 227, 241], "upper": [89, 91], "upstream": [241, 255, 259, 281, 283], "uptim": 253, "urandom": 198, "uri": [78, 165, 197, 198, 232], "url": [1, 3, 11, 17, 18, 23, 30, 32, 35, 38, 58, 65, 67, 70, 72, 73, 87, 92, 98, 99, 107, 109, 111, 112, 113, 114, 116, 118, 121, 130, 131, 132, 139, 140, 141, 143, 149, 150, 159, 161, 162, 164, 165, 166, 172, 178, 179, 184, 186, 187, 188, 189, 193, 197, 198, 199, 206, 212, 226, 227, 230, 238, 253, 254, 255, 259, 260, 261, 263, 264, 267, 270, 282, 283], "urlencod": [197, 198, 199], "us": [0, 1, 2, 3, 5, 6, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 32, 34, 36, 38, 40, 41, 42, 44, 45, 46, 47, 48, 51, 52, 53, 55, 56, 57, 58, 64, 67, 69, 70, 72, 73, 74, 80, 86, 87, 89, 90, 91, 92, 93, 94, 96, 97, 100, 101, 102, 104, 105, 110, 111, 113, 116, 117, 122, 125, 126, 127, 131, 132, 133, 134, 136, 137, 138, 140, 141, 143, 144, 147, 148, 149, 150, 151, 153, 156, 159, 160, 161, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 177, 178, 179, 181, 183, 185, 186, 187, 189, 190, 191, 192, 193, 195, 197, 198, 199, 201, 202, 203, 204, 206, 208, 213, 218, 220, 221, 223, 225, 228, 231, 236, 237, 238, 239, 241, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 257, 259, 262, 266, 267, 268, 271, 275, 276, 277, 280, 281, 282, 283, 284], "usag": [23, 26, 27, 32, 45, 89, 117, 199, 225, 241, 250, 252, 253, 258, 261, 267, 283], "usage_guid": 226, "use_auth_token": 122, "use_flash_attent": [114, 115], "use_openai_kei": 96, "use_remote_servic": [2, 245], "usecas": [64, 283], "useclip": 184, "useless": [282, 283], "user": [2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 28, 29, 32, 33, 34, 35, 36, 38, 39, 41, 42, 45, 50, 51, 52, 53, 58, 59, 60, 65, 67, 70, 72, 73, 74, 75, 90, 94, 100, 102, 107, 109, 111, 112, 114, 115, 118, 119, 120, 121, 123, 124, 127, 128, 129, 130, 136, 137, 138, 139, 143, 144, 153, 156, 160, 161, 162, 164, 165, 167, 168, 172, 176, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 196, 197, 198, 200, 202, 225, 226, 227, 228, 232, 238, 240, 241, 243, 244, 245, 246, 249, 250, 251, 252, 253, 254, 255, 259, 260, 261, 263, 264, 267, 268, 270, 272, 273, 274, 276, 280, 281, 282, 283, 284], "user_model": 88, "user_queri": [90, 110], "userguid": 272, "userinfo": 197, "usernam": [92, 165, 197, 198, 223, 255, 259, 272, 274], "uservic": [89, 127, 144, 153, 201, 203, 204, 208, 221, 230, 252, 281], "using_microservice_to_implement_chatqna": [244, 251], "usr": [12, 115, 225, 273], "usual": [3, 232, 253, 254], "usvc": [89, 201, 202, 230, 252, 281, 282], "ut": [238, 281, 282, 283, 285], "utf": 254, "util": [11, 13, 16, 17, 18, 19, 20, 23, 24, 25, 30, 33, 34, 36, 37, 39, 42, 45, 49, 51, 52, 53, 56, 57, 58, 65, 67, 70, 72, 73, 74, 91, 97, 104, 105, 107, 111, 112, 113, 114, 116, 118, 121, 123, 124, 126, 131, 132, 134, 139, 140, 141, 143, 147, 149, 150, 157, 158, 160, 161, 162, 163, 164, 166, 170, 171, 173, 174, 175, 178, 179, 181, 184, 185, 186, 187, 189, 191, 196, 223, 225, 227, 250, 253, 255, 259, 260, 261, 263, 264, 267, 274, 281], "uuid": [29, 161, 162], "uvicorn": [57, 64, 77, 282], "ux": 250, "v": [3, 13, 17, 26, 27, 34, 35, 41, 42, 43, 44, 45, 50, 63, 68, 70, 72, 74, 80, 81, 83, 86, 112, 114, 123, 124, 195, 246, 267, 272, 273, 274], "v0": [3, 97, 100, 110, 148, 195, 249, 254, 257, 278, 283], "v1": [2, 3, 6, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 80, 86, 91, 94, 97, 99, 100, 101, 104, 105, 106, 109, 110, 111, 112, 113, 114, 115, 116, 117, 121, 122, 123, 124, 125, 130, 131, 132, 133, 137, 138, 139, 140, 141, 142, 148, 149, 150, 151, 156, 160, 161, 162, 164, 169, 172, 173, 174, 178, 179, 180, 184, 185, 186, 187, 188, 191, 197, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 212, 213, 214, 217, 218, 219, 220, 221, 225, 226, 229, 230, 232, 238, 245, 253, 260, 261, 263, 264, 268, 272, 273, 274, 278, 281, 282], "v11": 92, "v13a": 98, "v1alpha1": [89, 232], "v1alpha3": [226, 229, 232], "v1beta1": 199, "v2": [2, 92, 103, 259, 274, 284], "v3": [2, 45, 50, 54, 88, 90, 91, 102, 104, 105, 109, 110, 112, 113, 114, 115, 116, 139, 140, 141, 143, 164, 173, 174, 200, 201, 218, 221, 227, 232, 261, 263, 264, 273], "v6bvq": 89, "v8": 259, "v9": [67, 72, 73, 84, 115, 118, 210, 227, 260, 261, 263, 264], "v95sp": 274, "vagrant": 273, "valid": [5, 51, 52, 95, 103, 109, 110, 121, 130, 139, 148, 165, 172, 198, 229, 238, 248, 249, 265, 266, 267, 281, 282, 283, 284], "validate_servic": [111, 112, 113, 114], "validate_topologi": 93, "valu": [3, 9, 29, 30, 63, 64, 89, 91, 97, 106, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 121, 123, 124, 125, 127, 130, 131, 132, 133, 134, 137, 138, 142, 144, 151, 153, 160, 161, 162, 164, 166, 167, 178, 179, 180, 183, 184, 186, 191, 195, 198, 199, 200, 227, 229, 230, 232, 241, 253, 256, 260, 261, 263, 264, 267, 270, 273, 274, 276, 281, 282, 283], "valuabl": [163, 238, 244, 267], "values_apisix_gw": 197, "vanilla": 259, "var": [95, 100, 225, 273, 274], "vari": [98, 241, 253, 260, 261, 263, 264], "variabl": [3, 9, 10, 30, 57, 58, 64, 69, 80, 86, 95, 108, 110, 119, 120, 128, 129, 135, 143, 145, 146, 151, 154, 155, 167, 176, 182, 198, 199, 218, 238, 259, 273, 282, 283], "variant": 88, "variat": [238, 267], "varieti": [48, 53, 74, 88, 260, 261, 263, 264, 267, 268, 271], "variou": [2, 7, 10, 20, 23, 24, 28, 59, 76, 77, 88, 90, 121, 147, 168, 191, 196, 198, 245, 246, 254, 266, 267, 274, 276], "vast": 147, "vaswani": 98, "vault": 223, "vcpu": 89, "vdm": [183, 184, 191, 277, 283], "vdms_host": [18, 19, 184], "vdms_port": [18, 19, 184], "ve": [0, 57, 112, 113, 123, 131, 140, 149, 161, 178, 186, 199, 205, 206, 207, 208, 209, 211, 212, 217, 219, 254, 255, 273, 274], "vecotor": [113, 114, 115, 116], "vector": [10, 12, 19, 20, 23, 24, 25, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 78, 86, 89, 95, 97, 100, 109, 111, 112, 113, 114, 115, 116, 118, 136, 137, 138, 160, 161, 164, 172, 183, 184, 191, 201, 202, 206, 212, 227, 230, 250, 252, 253, 259, 260, 261, 263, 264, 266, 267, 277, 279, 281, 282, 283], "vector_stor": 78, "vectordb": [14, 65, 78, 81, 86, 109, 160, 183, 190, 279, 284], "vectorstor": [12, 70, 78, 80, 81, 238, 242, 245, 280, 283], "vectorstore_pathwai": 80, "vendor": [130, 160, 177, 185, 238, 266, 267, 283], "venkatesh": 242, "venv": [93, 110, 274], "venvdir": 274, "ver": 234, "verbal": 249, "verbatim": 253, "verbos": 198, "veri": [57, 74, 95, 97, 115, 238, 261, 263, 264, 267, 274], "veriabl": 115, "verifi": [42, 86, 107, 111, 112, 113, 118, 148, 194, 198, 227, 238, 255, 267, 268, 273], "versatil": 58, "version": [1, 2, 3, 17, 18, 19, 48, 87, 93, 109, 110, 112, 114, 115, 116, 121, 130, 136, 139, 143, 159, 168, 172, 190, 193, 194, 197, 199, 200, 222, 223, 225, 228, 230, 234, 237, 241, 245, 246, 254, 260, 261, 263, 264, 266, 267, 268, 273, 274, 276, 280, 281, 282, 283], "versu": 267, "vertex": [11, 17, 18], "vertic": [250, 256, 259, 266, 267], "vespa": 267, "vfv45": 89, "via": [2, 3, 29, 48, 51, 52, 56, 74, 109, 111, 112, 113, 114, 116, 121, 123, 124, 127, 130, 131, 132, 137, 138, 139, 140, 141, 144, 145, 146, 149, 150, 153, 154, 155, 161, 162, 163, 164, 165, 167, 172, 173, 178, 179, 184, 186, 187, 201, 203, 204, 221, 230, 237, 238, 241, 245, 252, 253, 254, 259, 260, 261, 263, 264, 267, 274, 282], "victoriametr": 250, "vicuna": [160, 162, 185], "videl": 283, "video": [19, 64, 74, 160, 161, 162, 183, 184, 191, 249, 272, 277, 282, 283, 284], "video1": 12, "video2": 12, "video_fn": [161, 162], "video_id": [161, 162], "video_nam": 184, "video_url": [57, 64, 184], "videonam": [161, 162], "videoname_uuid": [161, 162], "videoqna": [64, 283], "videoragqna": 283, "view": [32, 48, 94, 115, 119, 120, 164, 166, 167, 176, 198, 238, 254, 255, 259, 261, 263, 264, 267], "viewer": [165, 198], "viewpoint": 237, "vim": [3, 48, 92, 259, 283], "violat": [237, 241], "violenc": 34, "virtu": 198, "virtual": [93, 223, 232, 255, 256, 274], "virtualenv": 93, "virtualservic": 232, "visibl": [237, 241, 267], "vision": [57, 160, 183, 267, 284], "visit": [121, 160, 255, 268, 274], "visual": [55, 56, 88, 90, 160, 189, 191, 200, 223, 231, 249, 250, 258, 259, 265, 267], "visualchat": 250, "visualqna": [88, 90, 168, 242, 281, 282, 283], "visualqna_gaudi": 189, "visualqna_xeon": 189, "visuralqna": 187, "vit": [183, 184, 191], "vital": [65, 67, 70, 72, 73, 74, 230], "vite_backend_service_endpoint_chatqna": 167, "vite_backend_service_endpoint_codegen": 167, "vite_backend_service_endpoint_docsum": 167, "vite_backend_service_endpoint_faqgen": 167, "vite_chat_history_create_endpoint": 167, "vite_chat_history_delete_endpoint": 167, "vite_chat_history_get_endpoint": 167, "vite_code_gen_url": 128, "vite_dataprep_delete_file_endpoint": 167, "vite_dataprep_get_file_endpoint": 167, "vite_dataprep_service_endpoint": 167, "vite_doc_sum_url": [145, 154], "vite_keycloak_service_endpoint": 167, "vite_prompt_service_create_endpoint": 167, "vite_prompt_service_get_endpoint": 167, "vllm": [2, 9, 42, 44, 46, 47, 50, 109, 190, 238, 247, 252, 263, 267, 277, 280, 281, 282, 283, 284], "vllm_cpu_kvcache_spac": [45, 261], "vllm_endpoint": [51, 52], "vllm_llm_endpoint": [45, 261, 264], "vllm_openvino_cpu_kv_cache_precis": [51, 52], "vllm_openvino_enable_quantized_weight": [51, 52], "vllm_openvino_kvcache_spac": [51, 52], "vllm_ray_endpoint": 53, "vllm_servic": [45, 264], "vllmopenai": [51, 112, 114], "vm": [115, 261, 263, 264], "vmware": [236, 266], "voic": [108, 249], "vol": 197, "volum": [20, 23, 24, 34, 42, 57, 63, 70, 72, 74, 79, 86, 106, 115, 117, 125, 127, 133, 142, 144, 151, 153, 166, 180, 184, 188, 232, 245, 261, 263, 264, 282], "volumemod": 200, "volumemount": 232, "volumesourc": 232, "vote": 240, "vpc": 272, "vqa": 185, "vtt": 12, "vulner": [238, 243, 244], "vwqqj": 274, "vxlancrosssubnet": 273, "w": [197, 198, 238, 283], "w200": 254, "wa": [0, 35, 95, 98, 107, 115, 118, 199, 227, 237, 253, 254, 261, 263, 264, 267], "wai": [2, 12, 17, 18, 23, 26, 27, 45, 48, 76, 93, 95, 101, 109, 110, 112, 114, 121, 123, 124, 130, 139, 147, 168, 172, 191, 194, 234, 237, 241, 243, 246, 249, 252, 254, 260, 261, 263, 264, 271, 272, 274], "wait": [2, 55, 64, 77, 80, 90, 112, 115, 168, 184, 186, 187, 197, 208, 209, 261, 263, 264, 273], "wait_util_all_pod_readi": 283, "walk": [255, 260, 261, 263, 264], "wander": 255, "wang": [87, 242], "want": [3, 5, 29, 36, 42, 51, 52, 53, 58, 69, 80, 91, 92, 96, 102, 103, 109, 110, 111, 112, 113, 114, 116, 118, 130, 131, 132, 139, 140, 141, 143, 149, 150, 151, 161, 164, 168, 186, 194, 198, 200, 201, 203, 226, 227, 229, 230, 238, 244, 245, 254, 259, 260, 261, 263, 264, 266, 268, 270, 273, 274], "ward": 98, "ware": 282, "warm": [46, 47, 90, 115, 261, 263, 264], "warm_up": 90, "warn": [89, 115, 225, 229, 234, 260, 261, 263, 264, 281, 282, 283], "warp": [51, 52, 53], "wasn": 254, "watch": [30, 225, 272, 283], "wav2lip": 249, "wav2lip_onli": 249, "we": [0, 2, 3, 5, 11, 13, 16, 17, 18, 19, 20, 23, 26, 27, 30, 32, 34, 35, 38, 42, 50, 51, 52, 53, 58, 64, 69, 77, 80, 88, 89, 91, 92, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 107, 109, 110, 111, 112, 113, 114, 115, 116, 118, 121, 122, 123, 124, 126, 130, 131, 132, 134, 139, 140, 141, 143, 147, 148, 149, 150, 151, 157, 158, 160, 161, 162, 164, 168, 170, 171, 172, 173, 174, 175, 177, 178, 179, 181, 183, 184, 185, 186, 187, 189, 191, 194, 196, 198, 200, 202, 223, 225, 227, 228, 232, 234, 237, 238, 245, 247, 249, 252, 253, 254, 255, 256, 258, 260, 261, 263, 264, 265, 266, 267, 268, 272, 273, 274, 277, 281], "weak": 267, "weapon": 34, "wearegoingonbullrun": [161, 162], "wearegoingonbullrun_6d13cf26": [161, 162], "wearegoingonbullrun_7ac553a1": [161, 162], "wearegoingonbullrun_8c7461df": [161, 162], "weather": 3, "weaviat": [267, 284], "web": [58, 94, 95, 112, 121, 165, 173, 174, 176, 190, 225, 241, 252, 254, 255, 267, 277], "web_listen_address": 225, "web_retriev": [86, 173, 174, 219, 238, 242], 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Gaudi\u00ae Base Operator for Kubernetes", "How-To Setup Observability for OPEA Workload in Kubernetes", "Deploy Kubernetes add-ons for OPEA", "memory bandwidth exporter", "genai-microservices-connector(GMC)", "ChatQnA Use Cases in Kubernetes Cluster via GMC", "Helm chart for genai-microservices-connector(GMC)", "Troubleshooting GMC Custom Resource\uff08CR\uff09", "Usage guide for genai-microservices-connector(GMC)", "OPEA Pipeline Proxy", "Guardrails", "Scripts and tools", "NVIDIA GPU Quick-Start Guide", "Deploy Autoscaling Ray Cluster with KubeRay in Kubernetes Cluster", "OPEA Project", "Contributor Covenant Code of Conduct", "Contribution Guidelines", "Reporting a Vulnerability", "Technical Steering Committee (TSC)", "Technical Charter (the \u201cCharter\u201d) for OPEA a Series of LF Projects, LLC", "OPEA Project Code Owners", "OPEA Community", "Request for Comments (RFCs)", "24-05-16 GenAIExamples-001 Using MicroService to Implement ChatQnA", "24-05-16 OPEA-001 Overall Design", "24-05-24 OPEA-001 Code Structure", "24-06-21-OPEA-001-Guardrails-Gateway", "24-08-02-OPEA-AIAvatarChatbot", "24-08-07 OPEA-001 OPEA GenAIStudio", "RFC Archive", "Deploying GenAI", "OPEA API Service Spec (v0.9)", "Documentation Guidelines", "OPEA Documentation Generation", "Drawings Using Graphviz", "Developer Guides", "Evaluating GenAI", "ChatQnA Sample Guide", "Single node on-prem deployment with Ollama on AIPC", "Single node on-prem deployment with vLLM or TGI on Gaudi AI Accelerator", "ChatQnA Example Deployment Options", "Single node on-prem deployment with TGI on Nvidia gpu", "Single node on-prem deployment with vLLM or TGI on Xeon Scalable processors", "GenAI Examples", "OPEA Frequently Asked Questions", "Open Platform for Enterprise AI (OPEA) Framework Draft Proposal", "Getting Started with OPEA", "Glossary of Terms", "GenAI-microservices-connector(GMC) Installation", "Kubernetes Installation Options", "Kubernetes Installation using AWS EKS Cluster", "Kubernetes installation demo using kubeadm", "Kubernetes installation using Kubespray", "OPEA Project Documentation", "OPEA Overview", "GenAI Microservices", "Release Notes", "OPEA Release Notes v0.6", "OPEA Release Notes v0.7", "OPEA Release Notes v0.8", "OPEA Release Notes v0.9", "OPEA Release Notes v1.0", "OPEA 2024 - 2025 Roadmap", "OPEA CI/CD Roadmap"], "titleterms": {"": [99, 266, 268, 281, 282, 283], "0": [273, 283], "001": [245, 246, 247, 248, 250], "02": 249, "05": [245, 246, 247], "06": 248, "07": 250, "08": [249, 250], "1": [3, 6, 11, 12, 14, 17, 18, 19, 22, 23, 24, 26, 27, 30, 32, 34, 35, 38, 40, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 55, 56, 57, 58, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 79, 81, 82, 83, 84, 85, 92, 104, 105, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 131, 132, 137, 138, 140, 141, 149, 150, 156, 157, 158, 161, 162, 164, 169, 170, 171, 173, 174, 178, 179, 184, 186, 187, 195, 223, 234, 237, 241, 250, 267, 273, 274, 285], "10": [114, 116], "16": [223, 245, 246], "2": 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204, 265], "collect": 110, "color": 254, "column": 254, "command": [88, 122, 201, 203, 204, 221, 254], "comment": 244, "commit": 192, "committe": [236, 240, 241], "commun": [238, 241, 243], "compani": [236, 266], "compar": 266, "compat": [245, 246, 248, 249, 250], "complianc": 241, "compon": [2, 200, 238, 266, 267, 268, 273], "compos": [11, 12, 13, 14, 15, 16, 17, 19, 23, 24, 26, 27, 34, 41, 43, 44, 45, 46, 47, 50, 58, 63, 67, 69, 70, 72, 73, 74, 109, 112, 114, 116, 198, 230, 234, 270], "comprehens": 276, "conceptu": 266, "condit": 199, "conduct": [237, 238], "config": [80, 91, 274], "configur": [79, 80, 81, 89, 90, 91, 93, 94, 110, 165, 166, 232, 250, 253, 273, 274], "connector": [194, 226, 228, 230, 234, 252, 270], "consid": [245, 246, 248], "consol": 272, "construct": [245, 267], "consum": [11, 12, 14, 17, 18, 19, 23, 24, 25, 26, 27, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 56, 58, 61, 63, 66, 67, 68, 70, 71, 72, 73, 74, 86, 101, 109, 112, 114, 116, 121, 130, 139, 156, 169, 172], "contain": [21, 32, 38, 62, 89, 109, 111, 112, 113, 114, 115, 116, 123, 124, 131, 132, 137, 138, 140, 141, 149, 150, 161, 162, 164, 178, 179, 184, 186, 187, 232, 260, 261, 263, 264], "containerd": 225, "content": [2, 88, 90, 163, 168, 194, 199, 200, 250, 253, 254, 255], "context": 163, "continu": 242, "contribut": [2, 168, 238, 243, 266, 284], "contributor": [237, 238, 281], "convers": [112, 113, 114, 116, 119, 260, 261, 263, 264], "copilot": [123, 124], "core": [268, 277], "correct": 237, "cost": 266, "counter": 223, "coven": [237, 238], "cpu": [30, 51, 52, 54, 88, 89], "cr": 229, "crag": 95, "creat": [30, 78, 82, 123, 131, 156, 169, 195, 238, 272, 273, 274], "criteria": 238, "cross": 254, "crud": 97, "curl": [198, 201, 203, 204, 221], "current": 250, "custom": [3, 120, 123, 124, 229, 245, 276], "cypher": 42, "daemonset": 223, "dashboard": [88, 92, 109, 223, 259], "data": [10, 12, 19, 74, 80, 99, 101, 110, 164, 167, 206, 227], "databas": [101, 202], 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"diagram": 259, "differ": [136, 266], "direct": 256, "discuss": 238, "do": 266, "doc": [145, 146, 154, 167, 202, 242], "docindexretriev": [191, 265], "docker": [3, 6, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 86, 104, 105, 109, 110, 111, 112, 113, 114, 115, 116, 121, 123, 124, 130, 131, 132, 137, 138, 139, 140, 141, 149, 150, 157, 158, 161, 162, 164, 170, 171, 173, 174, 178, 179, 184, 186, 187, 190, 200, 225, 226, 260, 261, 263, 264], "docretriev": [136, 137, 138], "docsum": [139, 142, 143, 144, 164, 191, 221, 265], "document": [11, 13, 14, 15, 16, 17, 18, 44, 139, 140, 141, 163, 164, 238, 254, 255, 257, 275], "doe": 266, "done": 285, "download": [81, 83, 84, 85, 123], "draft": [266, 267], "draw": [254, 256], "dump": 93, "each": 115, "edg": 256, "ek": 272, "embed": [11, 17, 20, 21, 22, 23, 24, 25, 26, 27, 30, 62, 66, 67, 68, 70, 71, 72, 74, 111, 112, 113, 114, 115, 116, 161, 162, 164, 173, 174, 184, 202, 207, 253, 260, 261, 263, 264, 277], "embedd": [69, 80], "enabl": [198, 199, 225, 230], "end": 267, "endpoint": [21, 35, 51, 52, 53, 62, 99, 202], "enforc": 237, "engin": 3, "english": 97, "enterpris": [250, 266, 267], "env": [260, 261, 263, 264], "environ": [8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 25, 29, 33, 34, 36, 37, 39, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 56, 58, 60, 61, 63, 66, 67, 68, 70, 71, 72, 73, 74, 97, 104, 105, 109, 111, 112, 113, 114, 115, 116, 121, 123, 124, 130, 131, 132, 139, 140, 141, 149, 150, 160, 161, 162, 164, 172, 173, 174, 178, 179, 184, 185, 186, 187, 196, 268, 273], "eval": 54, "evalu": [54, 88, 96, 97, 99, 103, 122, 148, 250, 258, 267], "exampl": [98, 110, 115, 168, 190, 191, 200, 238, 245, 254, 262, 265], "execut": 4, "exist": 78, "expect": [255, 259], "export": [223, 225], "extens": [123, 124], "face": 266, "factual": 33, "fake": 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180, 185, 187, 188, 194, 222, 223, 261], "gaudi2": [30, 88, 160, 267], "gen": [128, 129, 266], "genai": [115, 194, 200, 226, 228, 230, 234, 238, 250, 252, 258, 265, 266, 267, 270, 277], "genaicomp": [2, 45, 104, 105, 116, 242, 279, 280], "genaiev": [88, 242, 279, 280], "genaiexampl": [12, 17, 194, 234, 242, 245, 279, 280], "genaiinfra": [194, 234, 242, 279, 280], "genaistudio": 250, "gener": [2, 9, 25, 93, 99, 121, 122, 147, 148, 149, 150, 155, 163, 164, 167, 168, 198, 200, 227, 241, 253, 254, 255], "generate_capt": 12, "generate_transcript": 12, "get": [32, 35, 38, 48, 49, 77, 82, 95, 100, 108, 110, 119, 120, 128, 129, 135, 145, 146, 154, 155, 167, 168, 176, 182, 202, 226, 268], "get_fil": [11, 14, 17], "get_video": 12, "glossari": 269, "gmc": [109, 130, 139, 194, 195, 226, 227, 228, 229, 230, 234, 270], "gotcha": 199, "govern": 243, "gpu": [109, 110, 116, 234, 263], "grade": [95, 267], "grafana": [88, 92, 109, 223, 259], "graph": [42, 256], "graphviz": 256, "guard": [20, 25, 33, 36, 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