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Show HN: AgentKV โ€“ SQLite for AI agent memory (MMAP vector+graph DB)

By shiwang_khera
2026๋…„ 2์›” 16์ผ
**Show HN: AgentKV โ€“ SQLite for AI agent memory (MMAP vector+graph DB)**

I built AgentKV โ€” an embeddable vector + graph database for AI agents.The problem: I was building a local LLM assistant and needed to store conversation history + RAG documents. ChromaDB/Pinecone require running servers. FAISS has no persistence. I wanted something that just works like SQLite.AgentKV is a single-file mmap database with: โ€ข Vector search (HNSW index) + graph relations โ€ข Crash recovery with CRC-32 checksums โ€ข Zero servers, zero config files โ€ข Thread-safe concurrent reads โ€ข pip install agentkv (Python 3.9+) Real examples in the repo: โ€ข Local RAG with Ollama (10 lines) โ€ข Multi-turn chatbot with memory โ€ข Agent coordination with context graphsBuilt in C++20 with mmap + nanobind Python bindings. Benchmarked against FAISS โ€” competitive throughput with built-in persistence.Open to feedback on the API design and any use cases I'm missing!PyPI: https://pypi.org/project/agentkv/ Comments URL: https://news.ycombinator.com/item?id=47027887 Points: 1 # Comments: 0

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