similarity-search

2 articles

Architecture diagram comparing standalone vector databases with embedded vector extensions showing query flow from embedding generation through index lookup to result ranking

Vector Database Selection Guide for AI Applications

Compare vector database options including Pinecone, Weaviate, Qdrant, Milvus, and pgvector for AI applications, analyzing indexing strategies, query performance, filtering capabilities, and operational complexity trade-offs.

Nov 21, 2023·4 min read

Vector space visualization showing similar items clustered together with distance metrics between points

Artificial Intelligence

Vector Databases and Similarity Search

A practical guide to vector databases for similarity search — covering embeddings, indexing strategies, distance metrics, and when to use Pinecone, Weaviate, pgvector, or FAISS for your use case.

Aug 19, 2022·5 min read

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