Support groq (and offer dependency groups at install time)

[levon003]

It would be nice to provide additional completion functions beyond OpenAI and LiteLLM.

• Add Groq
• Rather than adding groq as a dependency, we should add it to an optional dependency group available at install time (pip install python-flexeval[groq,litellm])
• Add litellm to its own dependency group