Show HN: Qdrant Vector Aggregator

[chelbi]

Hi HN!

I built a tool called Qdrant Vector Aggregator to solve a common problem in vector-DB workflows: You store chunk embeddings in Qdrant, but later you want document-level embeddings without losing the full document text.

[chelbi]

Thank you! I built it because I work in legaltech, and we often need to embed entire case laws, statutes, contracts, and long opinions for comparison, clustering, and similarity analysis etc. I can see it as a built-in feature with Qdrant.

[thierrydamiba]

Very cool! Out of curiosity, what prompted you to build this?

[chelbi]

Thank you! I built it because I work in legaltech, and we often need to embed entire case laws, statutes, contracts, and long opinions for comparison, clustering, and similarity analysis etc. I can see it as a built-in feature with Qdrant.