[docs-update] Update Foundry llms.txt documentation

[thegovind]

Summary

This PR updates the Foundry documentation index (docs/llms.txt and docs/llms-full.txt) with the latest content from Microsoft Learn.

Changes

• Updated llms.txt: +1,241 lines, -166 lines (net: +1,075 lines)
• Updated llms-full.txt: +2,526 lines, -325 lines (net: +2,201 lines)
• Total pages indexed: 287 documentation pages

Key New Content

The update includes significant new documentation in these areas:

Agent Monitoring & Observability

• Monitor agents in the dashboard
• Trace agent overview
• Set up tracing
• Tracing integrations

System Messages & Safety

• System message design (advanced prompt engineering)
• Safety system messages
• Safety system message templates

New Features & Capabilities

• What is Microsoft Foundry (new)?
• Quickstart: Create resources
• Build your own MCP server
• Function calling
• Retrieval Augmented Generation (RAG) overview

Azure Language & Translation Services

• Azure Language tools and agents
• CLU multi-turn conversations
• PII detection
• Language detection
• Text and document translation

Foundry Models

• What's new in Model Router
• Responses API with Foundry Models
• Deploy Foundry Models in the portal
• Vision-enabled chats
• Image prompt engineering techniques

Guardrails & Responsible AI

• Guardrails overview
• Responsible AI overview for OpenAI

Testing

✅ Successfully scraped 287 pages from Microsoft Learn
✅ Generated both llms.txt (summary) and llms-full.txt (full content)
✅ All URLs include proper ?view=foundry parameter

Related

This is an automated update generated by the daily documentation refresh workflow.

AI generated by Update Foundry llms.txt Documentation