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diff --git a/404.html b/404.html
@@ -857,7 +857,7 @@
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
   </div>
 

diff --git a/latest/404.html b/latest/404.html
@@ -856,7 +856,7 @@
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
   </div>
 

diff --git a/latest/GenAIComps/LEGAL_INFORMATION.html b/latest/GenAIComps/LEGAL_INFORMATION.html
@@ -883,7 +883,7 @@ <h2>Citation<a class="headerlink" href="#citation" title="Link to this heading">
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/README.html b/latest/GenAIComps/README.html
@@ -1122,7 +1122,7 @@ <h2>Additional Content<a class="headerlink" href="#additional-content" title="Li
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/agent/langchain/README.html b/latest/GenAIComps/comps/agent/langchain/README.html
@@ -1092,7 +1092,7 @@ <h2>5. Customize agent strategy<a class="headerlink" href="#customize-agent-stra
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/agent/langchain/src/strategy/planexec/README.html b/latest/GenAIComps/comps/agent/langchain/src/strategy/planexec/README.html
@@ -877,7 +877,7 @@ <h1>Plan Execute<a class="headerlink" href="#plan-execute" title="Link to this h
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/agent/langchain/src/strategy/ragagent/README.html b/latest/GenAIComps/comps/agent/langchain/src/strategy/ragagent/README.html
@@ -893,7 +893,7 @@ <h1>RAG Agent<a class="headerlink" href="#rag-agent" title="Link to this heading
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/asr/whisper/README.html b/latest/GenAIComps/comps/asr/whisper/README.html
@@ -974,7 +974,7 @@ <h4>2.2.3 Test<a class="headerlink" href="#test" title="Link to this heading">¶
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/chathistory/README.html b/latest/GenAIComps/comps/chathistory/README.html
@@ -879,7 +879,7 @@ <h3>Chat History with MongoDB<a class="headerlink" href="#chat-history-with-mong
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/chathistory/mongo/README.html b/latest/GenAIComps/comps/chathistory/mongo/README.html
@@ -960,7 +960,7 @@ <h2>✅ Invoke Microservice<a class="headerlink" href="#invoke-microservice" tit
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/cores/telemetry/README.html b/latest/GenAIComps/comps/cores/telemetry/README.html
@@ -991,7 +991,7 @@ <h3>Visualize tracing<a class="headerlink" href="#visualize-tracing" title="Link
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     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/dataprep/README.html b/latest/GenAIComps/comps/dataprep/README.html
@@ -900,7 +900,7 @@ <h2>Dataprep Microservice with Multimodal<a class="headerlink" href="#dataprep-m
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     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/dataprep/milvus/langchain/README.html b/latest/GenAIComps/comps/dataprep/milvus/langchain/README.html
@@ -1091,7 +1091,7 @@ <h2>🚀4. Troubleshooting<a class="headerlink" href="#troubleshooting" title="L
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     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/dataprep/multimodal/redis/langchain/README.html b/latest/GenAIComps/comps/dataprep/multimodal/redis/langchain/README.html
@@ -1060,7 +1060,7 @@ <h3>4.5 Consume delete_videos API<a class="headerlink" href="#consume-delete-vid
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/dataprep/neo4j/langchain/README.html b/latest/GenAIComps/comps/dataprep/neo4j/langchain/README.html
@@ -965,7 +965,7 @@ <h2>Invoke Microservice<a class="headerlink" href="#invoke-microservice" title="
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/dataprep/pgvector/langchain/README.html b/latest/GenAIComps/comps/dataprep/pgvector/langchain/README.html
@@ -981,7 +981,7 @@ <h3>4.3 Consume delete_file API<a class="headerlink" href="#consume-delete-file-
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/dataprep/pinecone/langchain/README.html b/latest/GenAIComps/comps/dataprep/pinecone/langchain/README.html
@@ -925,7 +925,7 @@ <h2>Invoke Microservice<a class="headerlink" href="#invoke-microservice" title="
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/dataprep/qdrant/langchain/README.html b/latest/GenAIComps/comps/dataprep/qdrant/langchain/README.html
@@ -954,7 +954,7 @@ <h2>Invoke Microservice<a class="headerlink" href="#invoke-microservice" title="
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/dataprep/redis/README.html b/latest/GenAIComps/comps/dataprep/redis/README.html
@@ -1138,7 +1138,7 @@ <h3>4.3 Consume delete_file API<a class="headerlink" href="#consume-delete-file-
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/dataprep/vdms/README.html b/latest/GenAIComps/comps/dataprep/vdms/README.html
@@ -1029,7 +1029,7 @@ <h2>🚀4. Consume Microservice<a class="headerlink" href="#consume-microservice
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/dataprep/vdms/multimodal_langchain/README.html b/latest/GenAIComps/comps/dataprep/vdms/multimodal_langchain/README.html
@@ -979,7 +979,7 @@ <h2>🚀4. Consume Microservice<a class="headerlink" href="#consume-microservice
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/embeddings/README.html b/latest/GenAIComps/comps/embeddings/README.html
@@ -885,7 +885,7 @@ <h2>Embeddings Microservice with Prediction Guard<a class="headerlink" href="#em
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/embeddings/mosec/langchain/README.html b/latest/GenAIComps/comps/embeddings/mosec/langchain/README.html
@@ -888,7 +888,7 @@ <h2>run client test<a class="headerlink" href="#run-client-test" title="Link to
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/embeddings/mosec/langchain/dependency/README.html b/latest/GenAIComps/comps/embeddings/mosec/langchain/dependency/README.html
@@ -901,7 +901,7 @@ <h3>2.3 Client test<a class="headerlink" href="#client-test" title="Link to this
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/embeddings/multimodal/README.html b/latest/GenAIComps/comps/embeddings/multimodal/README.html
@@ -1020,7 +1020,7 @@ <h3>2.2 Consume Embedding Service<a class="headerlink" href="#id1" title="Link t
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/embeddings/multimodal_clip/README.html b/latest/GenAIComps/comps/embeddings/multimodal_clip/README.html
@@ -903,7 +903,7 @@ <h3>2.2 Consume Embedding Service<a class="headerlink" href="#id1" title="Link t
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/embeddings/predictionguard/README.html b/latest/GenAIComps/comps/embeddings/predictionguard/README.html
@@ -892,7 +892,7 @@ <h2>🚀 Consume Embeddings Service<a class="headerlink" href="#consume-embeddin
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/embeddings/tei/langchain/README.html b/latest/GenAIComps/comps/embeddings/tei/langchain/README.html
@@ -968,7 +968,7 @@ <h3>3.2 Consume Embedding Service<a class="headerlink" href="#id2" title="Link t
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/embeddings/tei/llama_index/README.html b/latest/GenAIComps/comps/embeddings/tei/llama_index/README.html
@@ -968,7 +968,7 @@ <h3>3.2 Consume Embedding Service<a class="headerlink" href="#id2" title="Link t
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     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/feedback_management/README.html b/latest/GenAIComps/comps/feedback_management/README.html
@@ -877,7 +877,7 @@ <h3>Feedback Management with MongoDB<a class="headerlink" href="#feedback-manage
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     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/feedback_management/mongo/README.html b/latest/GenAIComps/comps/feedback_management/mongo/README.html
@@ -1008,7 +1008,7 @@ <h3>✅ Invoke Microservice<a class="headerlink" href="#invoke-microservice" tit
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/finetuning/README.html b/latest/GenAIComps/comps/finetuning/README.html
@@ -1068,7 +1068,7 @@ <h2>🚀4. Descriptions for Finetuning parameters<a class="headerlink" href="#de
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     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
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diff --git a/latest/GenAIComps/comps/guardrails/README.html b/latest/GenAIComps/comps/guardrails/README.html
@@ -883,7 +883,7 @@ <h1>Trust and Safety with LLM<a class="headerlink" href="#trust-and-safety-with-
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/guardrails/bias_detection/README.html b/latest/GenAIComps/comps/guardrails/bias_detection/README.html
@@ -947,7 +947,7 @@ <h2>🚀4. Consume Microservice Pre-LLM/Post-LLM<a class="headerlink" href="#con
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/guardrails/factuality/predictionguard/README.html b/latest/GenAIComps/comps/guardrails/factuality/predictionguard/README.html
@@ -893,7 +893,7 @@ <h1>🚀 Consume Factuality Check Service<a class="headerlink" href="#consume-fa
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/guardrails/llama_guard/langchain/README.html b/latest/GenAIComps/comps/guardrails/llama_guard/langchain/README.html
@@ -966,7 +966,7 @@ <h3>3.2 Consume Guardrails Service<a class="headerlink" href="#id1" title="Link
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
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diff --git a/latest/GenAIComps/comps/guardrails/pii_detection/README.html b/latest/GenAIComps/comps/guardrails/pii_detection/README.html
@@ -961,7 +961,7 @@ <h2>🚀4. Consume Microservice<a class="headerlink" href="#consume-microservice
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html b/latest/GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html
@@ -905,7 +905,7 @@ <h1>🚀 Consume PII Detection Service<a class="headerlink" href="#consume-pii-d
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
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diff --git a/latest/GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html b/latest/GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html
@@ -892,7 +892,7 @@ <h1>🚀 Consume Prompt Injection Detection Service<a class="headerlink" href="#
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
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diff --git a/latest/GenAIComps/comps/guardrails/toxicity_detection/README.html b/latest/GenAIComps/comps/guardrails/toxicity_detection/README.html
@@ -937,7 +937,7 @@ <h2>🚀4. Consume Microservice Pre-LLM/Post-LLM<a class="headerlink" href="#con
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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diff --git a/latest/GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html b/latest/GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html
@@ -892,7 +892,7 @@ <h1>🚀 Consume Toxicity Check Service<a class="headerlink" href="#consume-toxi
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
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diff --git a/latest/GenAIComps/comps/guardrails/wildguard/langchain/README.html b/latest/GenAIComps/comps/guardrails/wildguard/langchain/README.html
@@ -960,7 +960,7 @@ <h3>3.2 Consume Guardrails Service<a class="headerlink" href="#id1" title="Link
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
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diff --git a/latest/GenAIComps/comps/image2video/README.html b/latest/GenAIComps/comps/image2video/README.html
@@ -936,7 +936,7 @@ <h3>2.2.3 Test<a class="headerlink" href="#test" title="Link to this heading">¶
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
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diff --git a/latest/GenAIComps/comps/intent_detection/langchain/README.html b/latest/GenAIComps/comps/intent_detection/langchain/README.html
@@ -944,7 +944,7 @@ <h2>🚀3. Consume Microservice<a class="headerlink" href="#consume-microservice
   <div role="contentinfo">
     <p>&#169; Copyright 2024 OPEA™, a Series of LF Projects, LLC.
 
-<span class="lastupdated">Published on Oct 16, 2024.</span>
+<span class="lastupdated">Published on Oct 17, 2024.</span>
 
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