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alibaizhanov / mengram

Star 167

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 May 18, 2026
  • Python

atw4757-byte / archon-memory-core

Star 5

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

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