VECTORIZE

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Overview

How Vectorize works

Vectorize stores and queries embeddings for semantic search, recommendations, classification, and RAG architectures integrated with Workers.

Think of it this way

It's like a library organized by meaning. Instead of looking for identical words, it finds conceptually close content.

Features

  • Vector search
  • Metadata filtering
  • Namespaces
  • Workers AI integration
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DOCUMENTOS📄Chunks de textoUSER QUESTION❓💬 "como cancelo?"CLOUDFLARE VECTORIZEEMBEDDINGSTexto convertido em vetor numérico📝"cancelar"→🧬Modelo de AI→Coordenada únicaVECTOR INDEXnamespaces + upsertNAMESPACES🏢multi-tenancy até 50kMETADATA FILTERtenant: Alang: ptSIMILARITY SEARCH0.940.62score de similaridade (top-K)ASYNC MUTATIONS⏱️5-10s até ficar consultávelCONTEXTO RAG🧠Resposta com fonteRESULTADOS SEMÂNTICOS🥇 Artigo: Cancelamento🥈 Artigo: Reembolso🥉 Artigo: Faturamesmo sem repetir palavrasLEGENDAFluxo ativo na etapaHover