V Verity

Every answer traces back to a source.

Sign in to upload documents and ask questions grounded in hybrid retrieval, reranking, and confidence scoring — with a system that refuses to guess when the evidence isn't there.

Hybrid BM25 + vector retrieval
Every claim linked to a chunk
No hallucinated evidence
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By continuing, you agree that documents you upload are used only to answer your questions within Verity. Read the source on GitHub.