LlamaIndex + PostgreSQL structured data agent — Blueprint | Agentifact

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LlamaIndex + PostgreSQL structured data agent

llamaindexintermediate30 min

LlamaIndex + PostgreSQL structured data agent

Natural language querying of PostgreSQL structured data in AI agents via text-to-SQL.

Prerequisites

→PostgreSQL DB with pgvector extension
→Python libs: llama-index-core
→sqlalchemy
→psycopg2-binary
→OpenAI API key
→SQLAlchemy connection string.

Tools used

Further reading

https://developers.llamaindex.ai/python/framework/understanding/putting_it_all_together/structured_data/

Related Concepts

Agent OrchestrationConcept Tool UseConcept Function CallingConcept Agent RuntimeConcept

Browse full Lexicon →

Difficulty

intermediate

Time Estimate

30 min

Tools

llamaindex

Related Terms

Agent Orchestration Tool Use Function Calling Agent Runtime

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