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ai guide Cloudflare AI Stack

How to Use Cloudflare Vectorize: Taking Control of RAG Retrieval

Vectorize is Cloudflare's vector database. AI Search is the right starting point for a managed RAG pipeline; Vectorize is the better fit when you need control over chunking, embeddings, metadata filters, hybrid retrieval, reindexing, and fallback behavior.

#cloudflare#cloudflare-vectorize#rag#vector-database#embeddings#retrieval
ai guide The RAG Techniques Compendium

Vector Database Selection: How to Choose Between Pinecone, Weaviate, Qdrant, and Vectorize

Vector database selection is more constrained by deployment platform than LLM selection. Determine your platform and scale requirements first, then evaluate features — don't just look at benchmarks.

#rag#vector-database#pinecone#weaviate#qdrant#cloudflare-vectorize