CalibratedDecisions.

Repo · Search & RAG

jev-search (AnthonyDavidAdams)

Python library/CLI for agentic search where fetch and parse stay deterministic and only candidate decisions go to TypeSafe Jev (OpenRouter) or local…

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From the repository

Decision-model agentic search: fetch and parse deterministically, send only the decisions to a calibrated typed-decision model (Jev, or Laya locally). ~100-1000x cheaper than browsing agents. Part of EarthPilot.

agentic-searchagentsai-agentsapple-siliconcalibrationcivic-techclassificationdecision-modelllmmlxopenrouterpythonweb-crawling

How builders describe it

Python library/CLI for agentic search where fetch and parse stay deterministic and only candidate decisions go to TypeSafe Jev (OpenRouter) or local Laya.

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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