refactor: update llms.txt agent generated output reference example

llms-txt/mistral-python-sdk_llms.txt

@@ -1,27 +1,30 @@
 # Mistral Python SDK
 
-> Mistral Python SDK: A Python client library for interacting with Mistral AI's API, enabling seamless integration of Mistral's language models into Python applications.
+> Mistral Python SDK: A Python client library for seamless integration with Mistral AI's state-of-the-art models, enabling developers to build applications with advanced language processing capabilities.
 
-Key Tips / Caveats
-- Always set your Mistral API key securely in your environment variables to avoid exposure in your code.
-- Use context managers or explicitly close the Mistral client to ensure proper resource cleanup.
-- The SDK supports both synchronous and asynchronous interactions with Mistral's API.
-- Handle API rate limits gracefully by implementing retry logic in your application.
-- For streaming responses, ensure your application can process data incrementally to avoid memory issues.
+* Set `MISTRAL_API_KEY` environment variable before using the SDK to authenticate with Mistral AI API.
+* Use the `Mistral` class context manager to handle resources efficiently, especially in long-running applications.
+* Override default retry strategy for API calls by providing a `RetryConfig` object to customize backoff behavior.
+* Ensure Python version compatibility as the SDK updates its minimum supported version after end-of-life grace periods.
 
 ## Docs
-- [Official Documentation](https://raw.githubusercontent.com/mistralai/client-python/main/README.md): Comprehensive guide to using the Mistral Python SDK.
-- [Quickstart Guide](https://docs.mistral.ai/getting-started/quickstart/): Step-by-step instructions to get started with the Mistral API.
-- [Mistral AI API Specification](https://docs.mistral.ai/api/): Detailed API specification for Mistral's Chat Completion and Embeddings APIs.
+* [Mistral Python SDK README](https://raw.githubusercontent.com/mistralai/client-python/main/README.md): Overview and setup instructions for the Mistral Python SDK.
+* [Mistral AI Quickstart Guide](https://docs.mistral.ai/getting-started/quickstart/): Guide to integrating Mistral's models into applications with minimal code.
+* [Mistral AI Clients Documentation](https://docs.mistral.ai/getting-started/clients/): Information on available client libraries, including Python and TypeScript.
+* [Mistral AI API Specification](https://docs.mistral.ai/api/): Detailed specification for Mistral's Chat Completion and Embeddings APIs.
 
 ## API
-- [Mistral Class Reference](https://raw.githubusercontent.com/mistralai/client-python/main/README.md): Detailed reference for the Mistral class and its methods.
-- [API Specification](https://docs.mistral.ai/api/): OpenAPI specification for Mistral's Chat Completion and Embeddings APIs.
+* [Mistral Python SDK Source Code](https://raw.githubusercontent.com/mistralai/client-python/main/mistral/__init__.py): Source code for the Mistral Python SDK, showing implementation details and usage examples.
+* [Mistral AI API OpenAPI Specification](https://raw.githubusercontent.com/mistralai/api-spec/main/openapi.yaml): OpenAPI specification for Mistral's Chat Completion and Embeddings APIs.
 
 ## Examples
-- [Chat No Streaming Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/chat_no_streaming.py): Example of a basic chat interaction without streaming.
-- [Embeddings Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/embeddings.py): Example demonstrating how to use embeddings with the Mistral API.
+* [Basic Chat Completion Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/chat_no_streaming.py): Example of using the Mistral Python SDK for basic chat completion without streaming.
+* [Streaming Chat Completion Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/chat_streaming.py): Example of using the Mistral Python SDK for streaming chat completion.
+* [Embeddings Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/embeddings.py): Example of generating embeddings using the Mistral Python SDK.
+* [Function Calling Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/function_calling.py): Example of using the Mistral Python SDK for function calling.
+* [Custom Retry Strategy Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/custom_retry_strategy.py): Example of customizing the retry strategy for API calls using the Mistral Python SDK.
 
 ## Optional
-- [Function Calling Example](https://raw.githubusercontent.com/mistralai/client-python/main/examples/function_calling.py): Advanced example showing function calling with the Mistral API.
-- [Langfuse Integration Cookbook](https://langfuse.com/docs/integrations/mistral-sdk): Cookbook with examples of integrating Langfuse with the Mistral SDK.
+* [Langfuse Integration Cookbook](https://langfuse.com/docs/integrations/mistral-sdk): Cookbook with examples of integrating Langfuse with the Mistral Python SDK for logging and tracing.
+* [Mistral AI Agents API](https://venturebeat.com/ai/mistral-launches-api-for-building-ai-agents-that-run-python-generate-images-perform-rag-and-more/): Information on Mistral's Agents API for building AI agents with advanced capabilities.
+* [Mistral Python SDK Retry Configuration](https://raw.githubusercontent.com/mistralai/client-python/main/mistral/utils.py): Detailed information on configuring retry strategies for API calls in the Mistral Python SDK.