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Title: GitHub - jamlab/rag-postgres-openai-python at 9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01 · GitHub

Open Graph Title: GitHub - jamlab/rag-postgres-openai-python at 9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01

X Title: GitHub - jamlab/rag-postgres-openai-python at 9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01

Description: A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server. - GitHub - jamlab/rag-postgres-openai-python at 9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01

Open Graph Description: A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server. - jamlab/rag-postgres-openai-python

X Description: A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server. - jamlab/rag-postgres-openai-python

Opengraph URL: https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01

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Dev Containers	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#vs-code-dev-containers
locally	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#local-environment
use existing Azure resources	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/deploy_existing.md
up-to-date region availability	https://learn.microsoft.com/azure/ai-services/openai/concepts/models#standard-deployment-model-availability
	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#local-development
	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#setting-up-the-environment-file
	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#running-the-frontend-and-backend
	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#costs
Azure pricing calculator	https://azure.microsoft.com/pricing/calculator/
Pricing	https://azure.microsoft.com/pricing/details/container-apps/
Pricing	https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/
Pricing	https://azure.microsoft.com/pricing/details/postgresql/flexible-server/
Pricing	https://azure.microsoft.com/pricing/details/monitor/
	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#security-guidelines
Managed Identity	https://learn.microsoft.com/entra/identity/managed-identities-azure-resources/overview
GitHub Action	https://github.com/microsoft/security-devops-action
Github secret scanning	https://docs.github.com/code-security/secret-scanning/about-secret-scanning
	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#guidance
Understanding the RAG flow	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/rag_flow.md
Customizing the data	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/customize_data.md
Deploying with existing resources	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/deploy_existing.md
Using Entra auth with PostgreSQL tools	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/using_entra_auth.md
Monitoring with Azure Monitor	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/monitoring.md
Load testing	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/loadtesting.md
Quality evaluation	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/evaluation.md
Safety evaluation	https://github.com/jamlab/rag-postgres-openai-python/blob/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01/docs/safety_evaluation.md
	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#resources
RAGHack livestream: Building RAG with PostgreSQL	https://www.youtube.com/watch?v=Dk65oQjYAfo
RAG chat with Azure AI Search + Python	https://github.com/Azure-Samples/azure-search-openai-demo/
Develop Python apps that use Azure AI services	https://learn.microsoft.com/azure/developer/python/azure-ai-for-python-developers
Readme	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#readme-ov-file
License	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#License-1-ov-file
Code of conduct	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#coc-ov-file
Contributing	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#contributing-ov-file
Security policy	https://github.com/jamlab/rag-postgres-openai-python/tree/9e53c6cd97ad6ff74433aba2c7823cb91ab0ce01#security-ov-file
Activity	https://github.com/jamlab/rag-postgres-openai-python/activity
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