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Add support for Azure, OpenAI, Palm, Anthropic, Cohere, Replicate Models - using litellm
This PR adds support for models from all the above mentioned providers using https://github.com/BerriAI/litellm
Here's a sample of how it's used:
from litellm import completion, acompletion
## set ENV variables
# ENV variables can be set in .env file, too. Example in .env.example
os.environ["OPENAI_API_KEY"] = "openai key"
os.environ["COHERE_API_KEY"] = "cohere key"
messages = [{ "content": "Hello, how are you?","role": "user"}]
# openai call
response = completion(model="gpt-3.5-turbo", messages=messages)
# async openai
response = acompletion(model="gpt-3.5-turbo", messages=messages)
# cohere call
response = completion("command-nightly", messages)
# anthropic call
response = completion(model="claude-instant-1", messages=messages)
@pfliu-nlp @EthanC111 can you take a look at this when you get a chance? If this initial commit looks good - happy to update readme and add tests😊
hi @ishaan-jaff Thanks a lot for your attention on this project and nice PR, which looks good to me overall. I left one comment. I think we can merge this PR once:
- you can reflect this comment
- fix the potential conflicts
- test the newly-added feature successfully