vector-databases
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Pinecone vs Weaviate vs Qdrant vs Chroma (2026)
Compare vector database deployment and retrieval options, including pgvector, Azure AI Search and Pinecone filtering. A practical evaluation guide.
Vector Databases Are Agent Memory. Treat Them Like It
Most teams treat vector databases as fancy search indexes. The teams building agents that actually remember treat them as memory systems: with tiered architecture, decay policies, and retrieval strategies that mirror how memory actually works.