Repo · Search & RAG
sift-light
Evidence-first search tool for coding agents (Pi, OMP, Claude Code/Codex via MCP) with exact, concept and hybrid modes and an optional Jev semantic…
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Evidence-first search for AI agents / Claude Code & Codex & Pi & OMP & kimi & mcp
ai-agentbunclaude-codecodexcontext-engineeringevidence-basedgrepmcpmodel-context-protocolompomp-extensionpipi-extensionripgreptypescript
How builders describe it
Evidence-first search tool for coding agents (Pi, OMP, Claude Code/Codex via MCP) with exact, concept and hybrid modes and an optional Jev semantic judge that classifies retained concept candidates to improve ordering.
The decision Jev makes
Rank candidates against a query, or answer whether a passage is relevant.
Where it fits
Search pipelines retrieve too much. These projects use Jev as a reranker or relevance check after the first search, so only useful results reach the user or the model. All 108 search & rag projects →
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