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Enhance Provider Setup Documentation #135

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This PR contains daily documentation updates based on the following suggestion:
Update the documentation to include detailed setup instructions for Claude, Gemini, and OpenAI providers, as the README file in the code repository provides recent updates about model configurations, particularly for Gemini (marked as unstable) and Claude. The current documentation briefly covers API key setups, but it lacks details about configuration in settings files.
description of file changes: 1. Update docs/advanced_config.md to include detailed setup instructions for Claude, Gemini, and OpenAI providers, focusing on the different requirements and known instability for Gemini.
2. Enhance the docs/concepts/index.md to reflect the updated options and issues highlighted in the code's README.md about AI model choices providers.
3. Clarify in docs/troubleshooting.md, specific troubleshooting steps for API configurations of these providers.

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