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alibaizhanov / mengram

Star 189

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

python knowledge-graph semantic-search ai-agents cognitive-architecture cohere rag episodic-memory pgvector llm-memory ai-memory claude-desktop multilingual-embeddings cursor-ai model-context-protocol mcp-server agent-memory procedural-memory mem0-alternative letta-alternative
  • Updated Aug 21, 2026
  • Python

atw4757-byte / archon-memory-core

Star 6

The only agent memory that gets better over time. Nightly consolidation, active forgetting, salience scoring. 9.01/10 on AMB benchmark. Local-first, Apache 2.0.

python persistent-memory memory-management ai-agents long-term-memory rag local-first vector-database llm chromadb retrieval-augmented-generation ollama llm-agents ai-memory agentic-ai agent-memory langchain-alternative mem0-alternative zep-alternative letta-alternative
  • Updated Apr 22, 2026
  • Python

smartfind / loop-memory

Star 1

Local-first, agent-agnostic memory system that closes the agent loop on any AI agent. Watches any agent's transcript directory on disk and distils long sessions into a curated wiki that re-injects into the next turn. Out of the box: hooks for Codex / Claude / Hermes / OpenClaw; SDK + generic watcher CLI for the rest.

python agent memory hermes codex human-in-the-loop claude continuous-learning long-term-memory rag local-first ai-agent long-context agentic openclaw mem0-alternative agent-loop letta-alternative
  • Updated Aug 22, 2026
  • Python

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