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Avantia, Inc
- Valley View, Ohio
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AI_Agent_Frameworks
Open source AI agent frameworksAI Safety
Anthropic MCP
Architecture
Projects to examine for improved code architectureAWS AI
MS AI Tour 2025
MS Reactor AI Hackathon
Project Templates
Stars
Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI
A free virtual hackathon for building AI agents with Microsoft and Azure.
AI Safety and Quality demos (using Azure AI, GitHub Models)
A recipe that will walk you through using either Meta Llama 3.1 405B or GPT-4o deployed on Azure AI to generate a synthetic dataset using UC Berkeley's Gorilla project RAFT method.
Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
Perform entity extraction using Azure OpenAI structured outputs
RAG Time: A 5-week Learning Journey to Mastering RAG
A library + API spec for easily streaming generative AI output to your chat applications.
A Github template repository for a Python project with support for Codespaces, devcontainer, and Github Actions.
11 Lessons to Get Started Building AI Agents
A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.
Various demonstrations of vector embeddings and concepts.
This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small langua…
Generative AI extensions for onnxruntime
Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock Agents 🤖 and its functionalities
Python toolkit for building graph-enhanced GenAI applications
A modular graph-based Retrieval-Augmented Generation (RAG) system
A demonstration of chatting with uploaded images using OpenAI vision models like gpt-4o.
A series of short examples using the OpenAI SDK
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Model Context Protocol Servers
Build effective agents using Model Context Protocol and simple workflow patterns
Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
Archon is an AI agent that is able to create other AI agents using an advanced agentic coding workflow and framework knowledge base to unlock a new frontier of automated agents.
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
Build your first agent with Azure AI Agent Service Workshop