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SQLite-backed with vector + FTS hybrid search.\n\n## Architecture\n\n```mermaid\ngraph TB\n    subgraph Input\n        MD[Markdown Files]\n        SESS[Session Transcripts]\n    end\n\n    subgraph Core\n        MM[MemoryManager]\n        CHUNK[Chunker]\n        EMB[Embedding Provider]\n    end\n\n    subgraph Providers\n        OAI[OpenAI]\n        GEM[Gemini]\n        LOC[Local/llama.cpp]\n    end\n\n    subgraph Storage\n        DB[(SQLite)]\n        FTS[FTS5]\n        VEC[sqlite-vec]\n    end\n\n    subgraph Search\n        VS[Vector Search]\n        KS[Keyword Search]\n        HYB[Hybrid Merge]\n    end\n\n    MD --> MM\n    SESS --> MM\n    MM --> CHUNK\n    CHUNK --> EMB\n    EMB --> OAI\n    EMB --> GEM\n    EMB --> LOC\n    EMB --> DB\n    DB --> FTS\n    DB --> VEC\n    FTS --> KS\n    VEC --> VS\n    VS --> HYB\n    KS --> HYB\n    HYB --> MM\n```\n\n## Install\n\n```bash\npnpm add @xfabric/memory\n```\n\n## Usage\n\n```typescript\nimport { MemoryManager } from \"@xfabric/memory/full\";\n\nconst memory = await MemoryManager.create({\n  agentId: \"my-agent\",\n  workspaceDir: \"/path/to/workspace\",\n  provider: \"openai\", // or \"gemini\", \"local\"\n});\n\n// Search\nconst results = await memory.search(\"authentication flow\");\n\n// Write memory\nawait memory.writeMemory(\"## Today\\n- Fixed auth bug\");\n\n// Close\nawait memory.close();\n```\n\n## Features\n\n- **Hybrid search**: Vector similarity + FTS5 keyword matching\n- **Multiple providers**: OpenAI, Gemini, local (llama.cpp)\n- **Batch API**: Async embedding for large workspaces\n- **Auto-sync**: File watcher with debouncing\n- **Session indexing**: Index conversation transcripts\n- **Memory flush**: LLM-powered extraction from sessions\n\n## License\n\nMIT\n","readmeFilename":"README.md"}