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chromadb-memory

Long-term semantic memory backed by ChromaDB and local Ollama embeddings, with auto-recall and manual search capabilities.

3,874downloads24installs22stars
v1.2.1
cmdopAI & Agentscontext injection, local embeddings, long-term-memory, self-hosted, Semantic search3/2/2026

Overview: chromadb-memory is a self-hosted long-term semantic memory skill that leverages ChromaDB and local Ollama embeddings to provide relevant context to your agent. With auto-recall and manual search capabilities, you can easily integrate this skill into your OpenClaw setup. Key Features: * Auto-recall injects relevant context every turn * Manual semantic search over your ChromaDB collection * 100% local, with Ollama for embeddings and ChromaDB for vector storage How It Works: chromadb-memory uses Ollama to embed user messages and then queries ChromaDB for nearest neighbors. Results above a minimum similarity score are injected into the agent's context as <chromadb-memories>. Use Cases: * Integrating long-term memory into your agent for more informed responses * Providing relevant context to your agent without relying on cloud APIs * Using ChromaDB and Ollama for semantic search and memory management

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