🧠 Local-first knowledge system for LLM agents — sqlite-vec + ONNX embeddings, no cloud/Docker/PyTorch dependency
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May 24, 2026 - Python
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sqlite-vec
Here are 52 public repositories matching this topic...
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid search + spatial retrieval.
python robotics offline-first sqlite semantic-search ros2 ai-agents spatial-search onnx experience-replay long-term-memory episodic-memory hybrid-search ai-memory model-context-protocol sqlite-vec mcp-server agent-memory claude-code robot-memory
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Mar 24, 2026 - Python
The memory substrate for AI agents and developer tools. Git-versioned, file-native, MCP-first.
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May 26, 2026 - Python
Find relevant information in your documents using natural language queries - no more keyword matching or manual browsing through hundreds of files. Built for speed and efficiency, this lightweight system searches through 500+ documents in under 300ms while using only 100MB of memory.
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Sep 19, 2025 - Python
Personal Telegram knowledge base — forward anything, search via DM. Hybrid SQLite + FTS5 + vector + voice, MCP server for Claude.
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May 10, 2026 - Python
SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX reranker, native CJK support. Fully local.
markdown cli offline retrieval cjk local-search obsidian semantic-search pkm knowledge-management bm25 zettelkasten rag vector-search local-first hybrid-search ai-agent llms-txt sqlite-vec markdown-search
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May 7, 2026 - Python
Persistent memory MCP for AI agents — SQLite, knowledge graph, 12 tools with ToolAnnotations
python memory mcp knowledge-graph semantic-search ai-agents rag sentence-transformers llm ai-memory model-context-protocol sqlite-vec mcp-server claude-code
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May 30, 2026 - Python
Persistent memory for Claude Code — invisible self-annotating metadata, semantic search, cross-project retrieval
cli hooks sqlite embeddings developer-tools persistent-memory semantic-search claude long-term-memory rag vector-search local-first ai-agent llm anthropic ai-memory sqlite-vec claude-code
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May 29, 2026 - Python
Git-native, semantically-searchable memory storage for Claude Code. Captures decisions, learnings, and context as git notes with vector search.
python mcp embeddings memory-management semantic-search git-notes ai-tools sqlite-vec claude-code claude-plugin
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Dec 27, 2025 - Python
Local Codex CLI prompt refinery: ingest JSON/JSONL histories, dedupe, embed (OpenAI), cluster (sqlite-vec), synthesize atomic/workflow prompts via Responses API (Structured Outputs). FTS5+vector search; Streamlit UI; Typer CLI.
python sqlite embeddings openai typer cli-tool pydantic vector-search streamlit openai-api prompt-engineering structured-outputs sqlite-vec responses-api sqlite-fts5
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Sep 8, 2025 - Python
A searchable image database using SigLIP 2 (CLIP) embeddings and SQLite-vec for efficient similarity search.
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Jan 18, 2026 - Python
CLI RAG tool - index 30+ document formats, hybrid search, ask questions and get sourced answers.
python search markdown cli pdf sqlite embeddings openai knowledge-base rag vector-search hybrid-search llm sqlite-vec
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May 18, 2026 - Python
Privacy-first local AI assistant for macOS (MLX + sqlite-vec) with 0.42s mean latency and <5% hallucination rate
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Apr 24, 2026 - Python
Shared knowledge layer for human-agent teams. Agents search, classify, and manage knowledge alongside your team.
knowledge-base obsidian ai-agents rag vector-search hybrid-search azure-openai human-ai-collaboration contextual-retrieval sqlite-vec
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May 30, 2026 - Python
The AI agent memory engine that deliberately stays small. SQLite + sqlite-vec + Ollama, CJK-native, three entry points. Apache 2.0.
sqlite self-hosted cjk chinese-nlp jieba ai-agents rag fastapi local-first ollama llm-memory sqlite-vec memory-layer agent-memory apache-2-0
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May 16, 2026 - Python
Local-first browser agent with long-term memory. Your browsing lives in a SQLite file you own — no cloud, no sync.
python cli privacy ai memory sqlite arxiv semantic-search browser-automation rag local-first ai-agent browser-agent llm sqlite-vec browser-use
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Apr 27, 2026 - Python
A local semantic emoji search engine that uses transformer embeddings and sqlite vector search to find the perfect emoji from natural language queries. Fast, offline, and powered by Streamlit.
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Dec 10, 2025 - Python
Local-first paper research copilot for evidence-grounded QA, paper search, and generating verifiable new model-framework proposals from a user's research direction.
python agent nextjs paper-reading rag research-assistant local-first llm sqlite-vec harness-engineering evidence-grounded
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May 24, 2026 - Python
A local academic paper library exposed as Model Context Protocol tools. Find papers, locate passages, verify citations before you cite them.
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May 20, 2026 - Python
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