search

BerriAI / litellm

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
https://docs.litellm.ai/docs/
Other
13.63k stars 1.6k forks source link

[Bug]: Anthropic: multiple messages in image format fails #4738

Closed pbarker closed 3 months ago

pbarker commented 3 months ago

What happened?

It seems that when using an anthropic provider, having multiple messages in the image style format fails

msgs2 = [
 {'content': [{'text': 'here is a task',
               'type': 'text'}],
  'role': 'user'},
 {'content': [{'text': 'sure happy to help',
               'type': 'text'}],
  'role': 'assistant'},
 {'content': [{'text': 'Here is a screenshot of the current desktop with the '
                       'mouse coordinates (500, 350). Please select an action '
                       'from the provided schema.',
               'type': 'text'},
              {'image_url': {'url': 'data:image/png;base64,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'},
               'type': 'image_url'}],
  'role': 'user'}]

litellm.completion(api_key='sk-...', model='anthropic/claude-3-5-sonnet-20240620', messages=msgs2, caching=False, client=None, metadata={'model_group': 'anthropic/claude-3-5-sonnet-20240620', 'deployment': 'anthropic/claude-3-5-sonnet-20240620', 'api_base': None, 'model_info': {'id': 'dc095c320b691a4584f3448996e4e5b21657ebbc8256b5b29721e000e3fcc6e9', 'db_model': False}, 'caching_groups': None}, model_info={'id': 'dc095c320b691a4584f3448996e4e5b21657ebbc8256b5b29721e000e3fcc6e9', 'db_model': False}, timeout=30, max_retries=0)

Fails with:

BadRequestError: AnthropicException - {"type":"error","error":{"type":"invalid_request_error","message":"messages.1.content.0.text.text: Input should be a valid string"}}

This seems to be true even if the image is excluded:

msgs2 = [
 {'content': [{'text': 'here is a task',
               'type': 'text'}],
  'role': 'user'},
 {'content': [{'text': 'sure happy to help',
               'type': 'text'}],
  'role': 'assistant'},
 {'content': [{'text': 'Here is a screenshot of the current desktop with the '
                       'mouse coordinates (500, 350). Please select an action '
                       'from the provided schema.',
               'type': 'text'}],
  'role': 'user'}]

 litellm.completion(api_key='sk-...', model='anthropic/claude-3-5-sonnet-20240620', messages=msgs2, caching=False, client=None, metadata={'model_group': 'anthropic/claude-3-5-sonnet-20240620', 'deployment': 'anthropic/claude-3-5-sonnet-20240620', 'api_base': None, 'model_info': {'id': 'dc095c320b691a4584f3448996e4e5b21657ebbc8256b5b29721e000e3fcc6e9', 'db_model': False}, 'caching_groups': None}, model_info={'id': 'dc095c320b691a4584f3448996e4e5b21657ebbc8256b5b29721e000e3fcc6e9', 'db_model': False}, timeout=30, max_retries=0)

Also fails with:

BadRequestError: AnthropicException - {"type":"error","error":{"type":"invalid_request_error","message":"messages.1.content.0.text.text: Input should be a valid string"}}

Both of these succeed with GPT. Any help would be great, thanks!

Relevant log output

No response

Twitter / LinkedIn details

No response

krrishdholakia commented 3 months ago

hi @pbarker picking this up now