pgvector + PostgreSQL vector search setup — Blueprint | Agentifact

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pgvector + PostgreSQL vector search setup

pgvectorintermediate30 min

pgvector + PostgreSQL vector search setup

Fast similarity search and RAG in AI agents using existing Postgres infra

Prerequisites

→Docker installed
→PostgreSQL knowledge
→embedding model to generate vectors (e.g.
→OpenAI API)

Tools used

Further reading

https://github.com/pgvector/pgvector

Related Concepts

Agent OrchestrationConcept Tool UseConcept Function CallingConcept Agent RuntimeConcept

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Difficulty

intermediate

Time Estimate

30 min

Tools

pgvector

Related Terms

Agent Orchestration Tool Use Function Calling Agent Runtime

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