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neondatabase/rag-neon-postgres-openai-azure-python
RAG on Neon Serverless Postgres
azd init -t rag-neon-postgres-openai-azure-python
Use the Azure Developer CLI (azd) to deploy this template. Learn more about azd open
About this templateA web-based chat application with an API backend that leverages OpenAI chat models to answer questions using Neon Serverless Postgres.
Prerequisites
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checkMarkSign up for an Azure account.
checkMarkRequest access to Azure OpenAI Service.
checkMarkHave the Azure permissions required to deploy.
checkMarkPython 3.9, 3.10, or 3.11
checkMarkAzure Developer CLI (azd)
checkMarkGit
checkMarkNode.js 18+
Architecture
architecture diagram
Resources includedThis template deploys the following resources.
Resource
Description
Category
Azure AI Search
Azure AI SearchAzure
Enterprise scale search for app development.AI + Machine Learning, Mobile, Web
Azure Container Apps
Azure Container AppsAzure
Build and deploy modern apps and microservices using serverless containers.Compute
Azure OpenAI Service
Azure OpenAI ServiceAzure
Apply advanced coding and language models to a variety of use cases.AI + Machine Learning
Summary
PersonCreated by
Bobur Umurzokov
CalendarLast updated
CodeLanguages
Python, TypeScript
CubeModels
Code Llama
TagTags
Interactive Chat
Azure Container Apps
Azure OpenAI Service
Azure AI Search
Code Llama
Calculator
Pricing calculatoropen
You're only charged when you deploy to Azure. You can try this template locally or in VS Code for the Web at no cost.