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by oleksiibond
40 days ago
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Loops - Two. Write: while working, PMB stores facts, decision, and learnings on MCP (automatically using hooks). Everything is saved to SQLite, gets embedded, and the entities get linked to a graph. Read: before answering the prompt, a hook does a search (BM25 + embedding + entities graph using RRF) and provides the best matches. No manual recall required. All on-premises: SQLite + LanceDB, embedder on-premises, and optionally Ollama. |
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