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The LLMAgentOps Toolkit is a repository that provides a foundational structure for building LLM Agent-based applications using the Semantic Kernel. It serves as a starting point for data scientists…
GenAI for Optimization and Decision Intelligence
The Microsoft 365 Agent SDK simplifies building full stack, multichannel, trusted agents for platforms including M365, Teams, Copilot Studio, and Webchat.
This repository is for active development of the Microsoft 365 Agent SDK components for Python
Framework for Post-production Evaluation of LLM based ChatBots
The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input. Powered by Semantic Kernel, Azure Fou…
The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.
GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Man…
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Adding guardrails to large language models.
A data discovery and manipulation toolset for unstructured data
Vision based order pickup solution can be used to showcase the use case of how AI can be used to empower Retail store operations. It aims to serve as an accelerator for the development team to quic…
A repository of code samples for Vector search capabilities in Azure AI Search.
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.
A library for efficient similarity search and clustering of dense vectors.
A .NET SDK to perform CRUD operations against Dataverse WebAPI
Power Platform and Azure App Service sample to demonstrate bulk data import from excel into Dataverse using custom code.
DataOps for Microsoft Data Platform technologies. https://aka.ms/dataops-repo
Sample code for Power Apps, including Dataverse, model-driven apps, canvas apps, Power Apps component framework, portals, and AI Builder.
Example Apps to Demonstrate Argo CD