Repo · Search & RAG
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No evidence, no answer. 🧢 System One evidence gate for RAG & AI agents: Jev / Laya / any LLM judges before your LLM speaks.
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No evidence, no answer. 🧢 System One evidence gate for RAG & AI agents: Jev / Laya / any LLM judges before your LLM speaks. MCP server, Python SDK, CI route tests.
ai-agentsclaude-codedecision-modeldeepseekevaluationguardrailshallucinationjevlangchainlayallamaindexllmlocal-firstmcpmcp-serverollamaopenaipythonragsystem-one
How builders describe it
No evidence, no answer. 🧢 System One evidence gate for RAG & AI agents: Jev / Laya / any LLM judges before your LLM speaks. MCP server, Python SDK, CI route tests.
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 →
Related projects
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Search & RAGVector Graph RAGGraph RAG framework over Milvus vector search with no graph database required: Jev Noul judgments select graph relations and rerank full source…GitHub · ★ 258