Foundry

概要

Foundry serves as a Model Context Protocol server designed to integrate seamlessly with Azure AI Foundry. It unifies a diverse set of capabilities, empowering developers and AI practitioners to manage models, integrate knowledge bases via Azure AI Search, perform rigorous evaluation of text and agent responses, and conduct finetuning operations. The tool streamlines the lifecycle of AI applications by providing a programmatic interface to various Azure AI services, making it easier to explore, build, deploy, and refine AI models within the Microsoft ecosystem.

主な機能

• Knowledge Integration: Manage Azure AI Search indexes, documents, indexers, and data sources.
• Comprehensive Evaluation: Run text and agent evaluators to assess model and agent performance.
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• AI Model Management: Explore, build, and deploy models from Azure AI Foundry and OpenAI.
• Finetuning Operations: Monitor and manage fine-tuning jobs, events, and metrics.
• Dynamic API Interaction: Execute and list dynamically generated tools from Swagger specifications.

ユースケース

• Managing and querying knowledge bases through Azure AI Search for enhanced AI applications.
• Exploring and comparing various AI models from Azure AI Foundry for specific tasks.
• Evaluating the performance and quality of AI models and agent interactions.