Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store
This project demonstrates deploying a secure, scalable Generative AI (GenAI) solution on Azure using a Retrieval-Augmented Generation (RAG) architecture and Azure best practices. Leveraging CosmosDB, Azure OpenAI, and a React + Python FastAPI framework, it ensures efficient data retrieval, security, and an intuitive user experience.
This project provides a guide to operationalizing a Generative AI (GenAI) solution on Azure using a Retrieval-Augmented Generation (RAG) architecture. It leverages key Azure components, including Azure CosmosDB for MongoDB VCore for vector storage and Azure OpenAI for model inference, while integrating a full-stack setup with React and Python. Designed with an emphasis on security, scalability, and user experience, the solution adheres to best practices for deploying RAG workflows on Azure.
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/jonathanscholtes-azure-ai-rag-architecture-react-fastapi-and-cosmos-db-vector-st — read its card at https://meshkore.com/agent/jonathanscholtes-azure-ai-rag-architecture-react-fastapi-and-cosmos-db-vector-st/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
https://meshkore.com/agent/jonathanscholtes-azure-ai-rag-architecture-react-fastapi-and-cosmos-db-vector-stFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/jonathanscholtes-azure-ai-rag-architecture-react-fastapi-and-cosmos-db-vector-st/.well-known/agent.json
# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
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Discover more agents, wire one up, or ask the Oracle to find the right agent for a task.