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Python: Update README files: Fill empty documentation and expand minimal content (#980)

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* Initial plan

* Fill empty python/samples README and expand dotnet custom implementation README

Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

* Fix broken documentation links in main README

Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

* Fix installation instructions in Python main package README

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* Address PR feedback: revert main README and Python package README, remove empty prerequisites section and repository link

Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>
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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](./getting_started/) directory:
- **[Agents](./getting_started/agents/)** - Learn how to create and use agents with various providers (Azure OpenAI, OpenAI, Azure AI, etc.)
- **[Workflow](./getting_started/workflow/)** - Explore workflow patterns for orchestrating multiple agents
- **[Chat Client](./getting_started/chat_client/)** - Examples of using chat clients directly
- **[Threads](./getting_started/threads/)** - Manage conversation threads and chat message stores
- **[Context Providers](./getting_started/context_providers/)** - Integrate with context providers like Mem0 and Redis
- **[Middleware](./getting_started/middleware/)** - Add middleware for logging, telemetry, and custom processing
- **[Multimodal Input](./getting_started/multimodal_input/)** - Handle images and other multimodal inputs
- **[Observability](./getting_started/observability/)** - Add tracing and monitoring to your agents
## Sample Guidelines
For information on creating new samples, see [SAMPLE_GUIDELINES.md](./SAMPLE_GUIDELINES.md).
## More Information
- [Python Package Documentation](../README.md)