Local LLMs degrade fast when context fills up. An embedding model and RAG pipeline fixes that — and runs entirely on your ...
This repository packages a reproducible command-line workflow to compare PostgreSQL + pgvector with Qdrant on 10,000 Amazon toy product records. The process is deterministic, works on Apple silicon ...
Qdrant's vector search technology enables Sapu's AI platform to index and query all 28 million PubMed abstracts, accelerating cancer research and biomedical discovery. Qdrant, a provider of vector ...
Skills encode deep Qdrant knowledge so coding agents can make the engineering decisions that determine whether vector search works well: quantization, sharding, tenant isolation, hybrid search, model ...
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