Weaviate vs Pinecone vs Qdrant vs Chroma

Vector databases designed for AI applications that store, index, and search high-dimensional vector embeddings to enable semantic search, RAG, and similarity matching at scale.

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9/10/2025

Weaviate vs Pinecone vs Qdrant vs Chroma: Production Vector DB Guide

Deep dive into Weaviate, Pinecone, Qdrant, and Chroma for enterprise production. Learn about real-world deployment challenges, debugging at 3 AM, and actual cost breakdowns from an expert.

7 sections