Tag

#qdrant

2 posts.

July 8, 2026/4 min

Building Agentic Search on Qdrant: A Production Architecture Walkthrough

How to build a production agentic search system on Qdrant: single-shot vector+filter tool calls, Postgres hydration, and progressive relaxation.

#agentic-search #qdrant #rag

July 8, 2026/4 min/reference

BM25 vs BM42 vs miniCOIL vs SPLADE: Which Sparse Retriever for Hybrid RAG?

BM25 is lexical, SPLADE learns term expansion, and Qdrant's BM42/miniCOIL add neural weights to the BM25 formula—compared for hybrid RAG.

#sparse-retrieval #hybrid-rag #qdrant