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Elixir library that finds what you describe in a document — failures in a log, hallucinations in a transcript — by gathering candidate passages with…

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From the repository

Finds what you describe in a document, such as failures in a log or hallucinations in a RAG answer. Every finding is grounded in the exact passages it cites. Judges with a decision model, not a generative LLM.

How builders describe it

Elixir library that finds what you describe in a document — failures in a log, hallucinations in a transcript — by gathering candidate passages with fixed rules in code and having a decision model, via the bundled Cite.Provider.TypeSafe (Jev), judge each one; questions are written in a Spark DSL.

The decision Jev makes

Any Jev question: yes or no, a choice, or a score, from your own stack.

Where it fits

Official and community SDKs, MCP servers and integrations for calling Jev from the languages and tools you already use. All 625 sdks & integrations projects →

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