feat(client,function_calls,process_response,test_new_client): enhance create method to handle multiple responses

[jxnl]

	:rocket: This PR description was created by Ellipsis for commit bfa4ca14fff73c2d2c28485230933bcdc83fa595.

Summary:

This PR enhances the create method to handle multiple responses from the OpenAI API, updates various methods in function_calls.py and process_response.py to handle multiple responses, and includes a test for multiple responses in test_new_client.py.

Key points:

• Overloaded create method in client.py to handle multiple responses.
• Updated handle_kwargs method in client.py to include n parameter in kwargs.
• Updated function_calls.py to handle multiple responses in parse_functions, parse_tools, and parse_json methods.
• Updated process_response.py to attach raw response to each model in case of IterableBase response model.
• Updated test_new_client.py to include a test for multiple responses.

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[jxnl]

@ellipsis-dev can you fix the merge conflicts

[ellipsis-dev[bot]]

Could you please specify which files have conflicts and what the conflicts are? This will help me resolve the merge conflicts more effectively. Thank you.

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Responding to this comment by @jxnl. For more information about Ellipsis, check the documentation.

[josepablog]

Why was this closed without merge? Interested in this feature

[jxnl]

too many conflicts, didnt know if people really needed this

[thomasahle]

@jxnl Multiple responses would be incredibly useful to have. I'm trying to do something like Getting 50% (SoTA) on ARC-AGI with GPT-4o, and it requires drawing thousands of independent samples.

[xinyiliu128]

we also have this kind of use cases where we want to generate multiple individual samples in one call. it would be great if you can reopen and merge this PR!