Where to Find Documentation for AI Agents for Beginners: Complete Guide
The AI Agents for Beginners repository contains comprehensive documentation embedded directly in the source code, with the root README.md serving as the primary entry point and 16 lesson-specific READMEs covering setup, core concepts, and advanced topics.
All documentation for the AI Agents for Beginners course from Microsoft lives inside the repository itself. This self-contained approach ensures you always have synchronized, version-matched guidance whether you browse on GitHub, clone locally, or work in Jupyter notebooks. The documentation spans installation, conceptual overviews, framework-specific guides, and translations into over 30 languages.
Primary Documentation Entry Points
Root README: Your Starting Point
The README.md at the repository root provides the executive summary of the entire learning path. Located at https://github.com/microsoft/ai-agents-for-beginners/blob/main/README.md, this file covers:
- Course structure and learning objectives
- Prerequisites and environment requirements
- Virtual environment setup and Python package installation
- How to navigate the lesson notebooks
Course Setup Guide
For detailed environment configuration, refer to 00-course-setup/README.md. This guide walks through:
- Cloning the repository
- Creating and activating a Python virtual environment
- Copying
.env.exampleto.envand configuring Azure credentials - Installing dependencies from
requirements.txt
Lesson-by-Lesson Documentation
Each of the 16 lessons contains its own README.md with specific objectives, required Azure services, and step-by-step instructions. The lessons follow this structure:
| Lesson | Directory | Focus Area |
|---|---|---|
| 00 | 00-course-setup |
Environment and prerequisites |
| 01 | 01-intro-to-ai-agents |
Core agent concepts and first notebook |
| 02 | 02-explore-agentic-frameworks |
Agent framework comparison |
| 03 | 03-agentic-design-patterns |
Design pattern fundamentals |
| 04 | 04-tool-use |
Tool integration and function calling |
| 05 | 05-agentic-rag |
Retrieval-Augmented Generation |
| 06 | 06-building-trustworthy-agents |
Safety and reliability |
| 07 | 07-planning-design-pattern |
Planning and execution strategies |
| 08 | 08-multi-agent |
Multi-agent orchestration |
| 09 | 09-metacognition |
Self-reflection and improvement |
| 10 | 10-ai-agents-in-production |
Deployment and monitoring |
| 11 | 11-semantic-kernel |
Microsoft Semantic Kernel integration |
| 12 | 12-autogen |
AutoGen framework deep-dive |
| 13 | 13-llamaindex |
LlamaIndex for agent construction |
| 14 | 14-microsoft-agent-framework |
Microsoft Agent Framework (MAF) |
| 15 | 15-browser-use |
Browser automation agents |
Each lesson's README.md includes the lesson.ipynb notebook path and any lesson-specific setup requirements.
Framework-Specific Documentation
Microsoft Agent Framework Guide
The 14-microsoft-agent-framework/README.md provides the most detailed framework documentation, covering:
- Microsoft Agent Framework (MAF) architecture overview
AzureAIProjectAgentProviderconfiguration and usage- Integration patterns with Azure AI Project
- Links to official MAF SDK documentation
This is the definitive reference for production agent development using Microsoft's native tooling.
Translated Documentation
The repository includes comprehensive translations under the translations/ directory. With coverage for 30+ languages, you can find localized versions of:
- Root
README.md(course overview) - Individual lesson READMEs
- Setup instructions
Example translation paths:
translations/zh-TW/README.md— Traditional Chinesetranslations/ms/README.md— Malaytranslations/de/README.md— German
All translations maintain parity with the English source, ensuring consistent learning outcomes across languages.
Programmatically Accessing Documentation
Since all documentation is Markdown, you can fetch and process it programmatically. Here's a Python example for retrieving the root README:
import requests
README_URL = (
"https://raw.githubusercontent.com/microsoft/ai-agents-for-beginners/main/README.md"
)
def fetch_readme(url: str) -> str:
"""Download a Markdown README from GitHub."""
response = requests.get(url, timeout=10)
response.raise_for_status()
return response.text
if __name__ == "__main__":
root_readme = fetch_readme(README_URL)
print("\n".join(root_readme.splitlines()[:20]))
To fetch any lesson's documentation, construct the raw URL pattern:
lesson_url = (
"https://raw.githubusercontent.com/microsoft/ai-agents-for-beginners/"
"main/05-agentic-rag/README.md"
)
Key Documentation Files Reference
| File Path | Purpose | Direct Link |
|---|---|---|
README.md |
Course overview, prerequisites, getting started | View |
00-course-setup/README.md |
Environment setup, Azure configuration | View |
01-intro-to-ai-agents/README.md |
Core agent concepts introduction | View |
14-microsoft-agent-framework/README.md |
MAF and AzureAIProjectAgentProvider guide |
View |
translations/<lang>/README.md |
Localized course documentation | Example (zh-TW) |
Summary
- All documentation for AI Agents for Beginners lives in the repository itself — no external documentation site required
- Start with the root
README.mdfor course overview and prerequisites - Follow
00-course-setup/README.mdfor detailed environment configuration - Each lesson has its own
README.mdwith specific instructions and Azure service requirements 14-microsoft-agent-framework/README.mdprovides the definitive MAF production guide- 30+ language translations are available under
translations/for localized learning
Frequently Asked Questions
Where is the official documentation for AI Agents for Beginners?
The official documentation is embedded directly in the GitHub repository at microsoft/ai-agents-for-beginners. There is no separate documentation website. All guides, from the root README to individual lesson instructions, are maintained as Markdown files alongside the source code and notebooks.
How do I access the documentation in my native language?
Navigate to the translations/ directory in the repository root. Each subdirectory contains a complete translation of the course documentation, including the root README and lesson READMEs. For example, Traditional Chinese speakers can use translations/zh-TW/README.md, while Malay speakers can use translations/ms/README.md.
What documentation should I read before running any notebooks?
Read 00-course-setup/README.md before attempting any lesson notebooks. This file contains essential environment setup steps: creating a Python virtual environment, installing dependencies from requirements.txt, copying .env.example to .env, and configuring your Azure AI credentials. Skipping this setup will cause authentication and import errors in the notebooks.
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