Add llm_drop_params setting to avoid AnthropicException

[nobu007]

litellm.drop_params=True can avoid this error(https://github.com/OpenInterpreter/open-interpreter/issues/1240). Error in chat: AnthropicException - anthropic does not support parameters I think drop_params is good altanative for debugging or workaround of future errors.

Describe the changes you have made:

This option allow litellm.drop_params=True.

Reference any relevant issues (e.g. "Fixes #000"):

Related with https://github.com/OpenInterpreter/open-interpreter/issues/1240.

Pre-Submission Checklist (optional but appreciated):

• [x] I have included relevant documentation updates (stored in /docs)
• [x] I have read docs/CONTRIBUTING.md
• [x] I have read docs/ROADMAP.md

I found "Use Anthropic function calling" in ROADMAP.md. Is #1240 just not implemaneted?

OS Tests (optional but appreciated):

• [ ] Tested on Windows
• [ ] Tested on MacOS
• [x] Tested on Linux

Test(works fine)

interpreter --model claude-3-haiku-20240307 -y --llm_drop_params

Note1

This error is probably resolved by this PR.

Error in chat: AnthropicException - {"type":"error","error":{"type":"invalid_request_error","message":"messages: roles must alternate between \"user\" and \"assistant\", but found multiple \"user\" roles in a row"}}

Note2

"litellm.modify_params" helps activate here code in litellm. The first message is empty or non user, dummy message append in anthropic model. It is not important, but helps for me.

[KillianLucas]

Hey @nobu007, thanks for testing this with Anthropic and making this fix!

Should we just set litellm.drop_params = True? It seems like that could never be bad— if LiteLLM doesn't want to pass a param into the LLM, I feel like we should just let it silently drop it. Any side effects of that that you can see?

[nobu007]

@KillianLucas Yes. In my for 2 weeks try, it seems no side effects forme. drop_params is used around here.

Btw, modify_params is also useful for Anthropic. modify_params is used around here and here.

How about adding this also?

[nobu007]

@KillianLucas I added "llm_modify_params" also. Please check it!

[nobu007]

@KillianLucas I rebased.