Production-grade local hybrid search for coding agents: vector + keyword search merged with RRF, optional reranker with safe fallback, read-only MCP server. Runs fully local (LanceDB + Ollama). Public clone uses synthetic fixtures.
2 files for Codex, OpenCode and Claude Code: ai-knowledge-base-public AGENTS.md, ai-knowledge-base-public CLAUDE.md — 755 tokens loaded in every session.
AGENTS.md A 750 tok CLAUDE.md A 5 tok These files are Alpha-W0lf/ai-knowledge-base-public's own configuration — they tell Codex, OpenCode and Claude Code how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.