Vector retrieval, no generation step

Search by meaning,
not keywords.

Upload a knowledge base, embed it into vector space, and retrieve by intent — nothing gets rewritten or summarized by a language model along the way.

Knowledge base

Upload dataset

JSON file containing
your searchable documents

System ready. Awaiting dataset.

Semantic retrieval

Retrieved documents

0 results

Your semantic results will appear here.

all-MiniLM-L6-v2 → 384D vectors → Qdrant No LLM generation layer