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Azure-Samples / rag-postgres-openai-python

RAG chat on PostgreSQL

by Azure Content TeamView on GitHub

Creates a chat frontend with an API backend using OpenAI chat models to answer questions about rows in a PostgreSQL database.

Application screenshot for RAG chat on PostgreSQL

Architecture

Architecture diagram for RAG chat on PostgreSQL

Resources included

Resource
Description
Azure Database for PostgreSQL
Innovate with a fully managed, intelligent, and scalable PostgreSQL database.
Azure Container Apps
Build and deploy modern apps and microservices using serverless containers.
Azure OpenAI Service
Apply advanced coding and language models to a variety of use cases.
Azure Monitor
Full observability into your applications, infrastructure, and network.