PMB provides a local, Apache-2.0 memory layer for agents like Cursor or Claude Code using a hybrid BM25 and dense vector approach. It achieves 94.5% recall@10 via Reciprocal-Rank-Fusion and injects context into prompts with 4–16 ms read latency using SQLite and LanceDB.
HOW THIS AFFECTS YOU
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builderYou can reduce agent hallucination and latency by using automated, local context injection instead of manual tool calls.