🧩 Demo: Build AI-powered MCP Tools for GitHub Copilot using Azure Functions, OpenAI, AI Agents & Cosmos DB. Manages code snippets w/ vector search.

This repository offers a Python framework for a retrieval-augmented generation (RAG) pipeline using text and images from MHTML documents, leveraging Azure AI and OpenAI services. It includes ingestion and enrichment flows, a RAG with Vision pipeline, and evaluation tools.

Cosmos Automated Data Exchange Tool 👩‍🚀☁

Connecting Villages API serves as middleware for the frontend website and visualization dashboard.

OpenCV is the huge open-source library for computer vision, machine learning, and image processing and now it plays a major role in real-time operation which is very important in today’s systems. By using it, one can process images and videos to identify objects, faces, or even the handwriting of a human. Object Detection is a computer technolog…

Flask REST API get, insert in CosmosDB

A Python and Azure workshop to look for faces in photos and store the resutls in Cosmos DB, exposed via a Flask app

[Alpha version] Full serverless face tagging services that allow you to build photo sharing services where you can find your registered persons among uploaded photos easily.

Query your databases easily and transparently thanks to this module providing helpers on top of most brilliant python database modules (SQLAlchemy and PyMongo).

Web front end to NetCAT Backup system. Includes device inventory, network status (BGP, device links, DNS, etc...), IP to MAC address lookup, and MAC address to switch port lookup for the devices polled by NetCAT Backup. It can read data from local/remote MongoDB database, AWS DynamoDB or Azure CosmosDB.

Azure Function to create GraphQL endpoint against Cosmos DB

Backend of PACT: Prompt Auto-Correction and Testing

A simple mock of Azure Cosmos Database built in Python using Flask.

Demonstrate Azure Search end to end solution with API Management, Cosmos DB Graph, Azure Functions

API programmed in Python with FastAPI framework utilizing Cosmos DB as means of persistence

NetCAT stands for Network Configuration Automation Tool. The set of Python programs can be used to backup configurations, poll command output status, deploy config snippets, and perform automatic software upgrades on Cisco, Palo Alto, and F5 devices. Results can be saved into either local/remote MongoDB database, AWS DynamoDB or Azure CosmosDB.

This project builds an app called "Neighborly". Neighborly is a Python Flask-powered web application that allows neighbors to post advertisements for services and products they can offer. The Neighborly project is comprised of a front-end application that is built with the Python Flask micro framework. The application allows the user to view, cr…

🤖🗂️Agent with Azure Function and Cosmos DB (Managed Identity) Conversation History

A collection of solutions that leverage Azure AI services.