A collection of pre-build wrappers over common RAG systems like ChromaDB, Weaviate, Pinecone, and othersz!
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Oct 27, 2025 - Python
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memory-systems
Here are 12 public repositories matching this topic...
LangGraph Mastery Playbook: guided, code-first lessons for building memory-aware LLM agents and workflows with LangGraph, TrustCall, and LangChain.
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Nov 4, 2025 - Python
🧠 AI Second Brain — 100% Local Knowledge Management Private, self-hosted second brain. Store, search, and synthesize documents, images, and ideas with local LLMs (LLaVA, CLIP) and PostgreSQL + pgvector. Features multimodal search, knowledge graphs, gDrive streaming, and real-time analysis — all offline, no API keys, no cloud, no limits.
knowledge-graph semantic-search knowledge-management real-time-streaming memory-systems multimodal vector-database brain-inspired-ai pgvector privacy-first-ai
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Nov 20, 2025 - Python
MCP Persistent memory systems for LLMs - CASCADE 6-layer memory + Faiss GPU search (<2ms). Give any AI persistent memory across conversations. Open source, MIT license.
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Nov 25, 2025 - Python
Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs (evolved from Clay-CXD)
classifier mcp semantic-search semantic-analysis classification-algorithm memory-systems prompt-engineering claude-ai semantic-classification memory-ai context-preservation antrophic mcp-tools contextual-memory context-persistence contextual-memory-intelligence
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Jun 16, 2025 - Python
🧠 Synapse - Supercharge your AI coding assistants with memory, context, MCP tools, and intelligent routing. Works with Cline, Roo, Cursor, and any OpenAI-compatible tool. Just change the API endpoint and get superpowers! ✨
vscode continue cursor cline memory-systems rag fastapi r2r openai-api llm langchain code-assistant litellm mem0 fastmcp openai-compatible
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Jun 11, 2025 - Python
A lightweight, pluggable memory backend for agent-based simulations. Supports temporal data, experience replay, and persistent state logging
artificial-intelligence persistent-memory memory-systems reinforcement-learning-agent agent-based-simulations agent-architecture temporal-memory
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May 31, 2025 - Python
Token-ranked neuro-symbolic transformer with SQL working-memory, causal graph reasoning, and adaptive belief consolidation for self-explaining cognition.
agi knowledge-graph self-adaptive autonomous-agents cognitive-architecture memory-systems explainable-ai theory-of-mind neuro-symbolic contradiction-detection agent-framework causal-reasoning meta-cognition sql-memory belief-representation
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Aug 28, 2025 - Python
A self-reflective LLM agent with tools, memory, and reasoning built using LangChain + ReAct + Reflexion. Modular FastAPI backend + Streamlit UI.
chroma autonomous-agents memory-systems reflexion fastapi tool-use streamlit react-pattern llm generative-ai langchain
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Jul 17, 2025 - Python
Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs Experimental memory system for LLMs (see MemMimic for optimized version)
mcp semantic-search-engine semantic-search knowledge-management memory-systems artificial-intelligence-projects semantic-search-algorithm prompt-engineering prompt-engineering-projects semantic-search-ai memory-system context-preservation mcp-server mcp-tools prompt-engineering-tool contextual-memory clay-cxd contextual-memory-intelligence
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Jun 13, 2025 - Python
Store millions of text chunks inside ultra-compact MP4 files, index them with local embeddings, and retrieve answers instantly for fully offline RAG with any LLM.
python ai chatbot qr-code openai chunking semantic-search video-encoding memory-systems multimodal file-processing document-ingestion llm context-retrieval
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Jul 2, 2025 - Python
Sophisticated memory system for AI assistants with hybrid vector-LLM retrieval, importance-weighted retention scoring, and intelligent deduplication. Built for Open WebUI.
machine-learning ai retrieval semantic-search conversational-ai memory-systems vector-database llm chromadb open-webui
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Oct 20, 2025 - Python
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