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MicrosoftDocs/microsoft-foundry-local

MicrosoftDocs

microsoft-foundry-local

Expert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including best practices, decision making, configuration, and integrations & coding patterns. Use when compiling HF models with Olive, using Foundry Local CLI, chat/embeddings APIs, tool calling, or SDK migration, and other Microsoft Foundry Local related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Tools (use microsoft-foundry-tools), Azure Local (use azure-local).

global
Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
generated_at:2026-06-21
generator:docs2skills/1.0.0
New
Saved Jun 26, 2026

Microsoft Foundry Local Skill

This skill provides expert guidance for Microsoft Foundry Local. Covers best practices, decision making, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

  • Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
  • Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category Lines Description
Best Practices L32-L36 CLI usage tips, common error diagnostics, troubleshooting install/auth/deploy issues, and recommended workflows for using the Foundry Local CLI effectively.
Decision Making L37-L41 Guidance for upgrading apps from the legacy Foundry Local SDK to the current one, including API changes, migration steps, and compatibility considerations.
Configuration L42-L48 Compiling Hugging Face models with Olive for Foundry Local and using the Foundry Local CLI to install, manage, and configure local models and their command options.
Integrations & Coding Patterns L49-L61 Using Foundry Local APIs/SDKs for chat, embeddings, transcription, OpenAI-compatible clients, LangChain apps, tool calling, and REST/SDK reference (C#, JS, Python, Rust, legacy).

Best Practices

Topic URL
Best practices and troubleshooting for Foundry Local CLI https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-best-practice

Decision Making

Topic URL
Migrate from legacy to current Foundry Local SDK https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-sdk-migration

Configuration

Topic URL
Compile Hugging Face models for Foundry Local with Olive https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-compile-hugging-face-models
Use Foundry Local CLI to manage local models https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-use-foundry-local-cli
Foundry Local CLI command and options reference https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-cli

Integrations & Coding Patterns

Topic URL
Generate text embeddings with Foundry Local SDK https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-generate-embeddings
Integrate Foundry Local with OpenAI-style inference SDKs https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-integrate-with-inference-sdks
Live microphone transcription with Foundry Local https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-live-transcribe-audio
Transcribe audio using Foundry Local transcription API https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-transcribe-audio
Build a LangChain translation app with Foundry Local https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-use-langchain-with-foundry-local
Use Foundry Local native chat completions API https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-use-native-chat-completions
Implement tool calling with Foundry Local models https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-use-tool-calling-with-foundry-local
Foundry Local REST API reference for local inference https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-rest
Reference for Foundry Local SDKs in C#, JS, Python, Rust https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-sdk-current
Legacy Foundry Local SDK reference and CLI-dependent APIs https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-sdk-legacy
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