docs: Add Groq API integration to models tutorial notebook #6893
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Summary
Adds documentation and working examples for integrating Groq API with AutoGen using the OpenAI-compatible endpoint.
Changes
Testing
Additional Context
Groq provides ultra-fast inference speeds which can significantly improve AutoGen agent response times. This addition allows users to leverage Groq's performance benefits in their AutoGen applications.
Addresses the gap in documentation for Groq API integration, which many users have been asking about in community discussions.
Checklist