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retrieval

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Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.

  • Updated May 13, 2026
  • Rust

APEX-MEM: The strongest multi-dimensional memory system for AI agents. 5D memory, hybrid retrieval (BM25 + vector + graph), dreaming consolidation, APEX self-healing, MCP-native. Drop-in replacement and superset of OpenClaw's memory subsystem with 100% compatibility adapters for mem0 (49.9K stars), Letta (17K stars) and LangMem.

  • Updated Jun 1, 2026
  • Rust

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