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* parameter naming and other fixes * fix test * fix azure openai responses decorator ordering * fix test * fix mypy * fixes in options handling * fix tests * final fixes * exclude macos tests * fix model param
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Python Samples
This directory contains samples demonstrating the capabilities of Microsoft Agent Framework for Python.
Getting Started
For step-by-step tutorials and examples, see the getting_started directory:
- Agents - Learn how to create and use agents with various providers (Azure OpenAI, OpenAI, Azure AI, etc.)
- Workflows - Explore workflow patterns for orchestrating multiple agents
- Chat Client - Examples of using chat clients directly
- Threads - Manage conversation threads and chat message stores
- Context Providers - Integrate with context providers like Mem0 and Redis
- Middleware - Add middleware for logging, telemetry, and custom processing
- Multimodal Input - Handle images and other multimodal inputs
- Observability - Add tracing and monitoring to your agents
Sample Guidelines
For information on creating new samples, see SAMPLE_GUIDELINES.md.