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litellm - bug in v1.73.0 #270

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Merged
merged 1 commit into from
Jun 23, 2025
Merged

litellm - bug in v1.73.0 #270

merged 1 commit into from
Jun 23, 2025

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pgrayy
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@pgrayy pgrayy commented Jun 23, 2025

Description

We are seeing litellm failures in the integration tests executed in our PR workflows (example). To understand the issue, pip install litellm v1.73.0 and send the following request:

{
  "messages": [
    {
      "role": "user",
      "content": [
        {
          "text": "What is the time in New York?",
          "type": "text"
        }
      ]
    }
  ],
  "model": "bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0",
  "stream": true,
  "stream_options": {
    "include_usage": true
  },
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "tool_time",
        "description": "tool_time",
        "parameters": {
          "properties": {},
          "type": "object",
          "required": []
        }
      }
    }
  ]
}

litellm will stream payloads similar to the following:

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason=None, index=0, delta=Delta(provider_specific_fields=None, content="I'll", role='assistant', function_call=None, tool_calls=None, audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True}, citations=None)

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason=None, index=0, delta=Delta(provider_specific_fields=None, content=' check the current time in New', role=None, function_call=None, tool_calls=None, audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True}, citations=None)

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason=None, index=0, delta=Delta(provider_specific_fields=None, content=' York for you. Let', role=None, function_call=None, tool_calls=None, audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True}, citations=None)

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason=None, index=0, delta=Delta(provider_specific_fields=None, content=' me fetch that information.', role=None, function_call=None, tool_calls=None, audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True}, citations=None)

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason=None, index=0, delta=Delta(provider_specific_fields=None, content='', role='assistant', function_call=None, tool_calls=[ChatCompletionDeltaToolCall(id='tooluse_iZJCYpXyQ_ejPQQ1PZRzOg', function=Function(arguments='', name='tool_time'), type='function', index=0)], audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True})

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason=None, index=0, delta=Delta(provider_specific_fields=None, content='', role='assistant', function_call=None, tool_calls=[ChatCompletionDeltaToolCall(id=None, function=Function(arguments='', name=None), type='function', index=0)], audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True})

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason=None, index=0, delta=Delta(provider_specific_fields=None, content='', role='assistant', function_call=None, tool_calls=[ChatCompletionDeltaToolCall(id=None, function=Function(arguments='{}', name=None), type='function', index=1)], audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True})

ModelResponseStream(id='chatcmpl-b6984fa2-5f78-4b53-8e2b-b4429769eb9e', created=1750699986, model='us.anthropic.claude-3-7-sonnet-20250219-v1:0', object='chat.completion.chunk', system_fingerprint=None, choices=[StreamingChoices(finish_reason='tool_calls', index=0, delta=Delta(provider_specific_fields=None, content=None, role=None, function_call=None, tool_calls=None, audio=None), logprobs=None)], provider_specific_fields={}, stream_options={'include_usage': True})

Notice that we have only 1 tool call but there are ChatCompletionDeltaToolCall payloads with mismatching indices. All related tool call payloads should have the same index otherwise we cannot correctly piece together the response.

This issue appears to be a bug introduced while addressing BerriAI/litellm#11580. As a temporary workaround, we are setting our litellm dependency version to be <1.73.0.

Related Issues

Type of Change

  • Bug fix
  • New feature
  • Breaking change
  • Documentation update
  • Other (please describe):

Testing

  • I ran hatch run prepare

Checklist

  • I have read the CONTRIBUTING document
  • I have added any necessary tests that prove my fix is effective or my feature works
  • I have updated the documentation accordingly
  • I have added an appropriate example to the documentation to outline the feature, or no new docs are needed
  • My changes generate no new warnings
  • Any dependent changes have been merged and published

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@pgrayy pgrayy requested a review from zastrowm June 23, 2025 18:32
@pgrayy pgrayy merged commit 34b1569 into strands-agents:main Jun 23, 2025
22 checks passed
@pgrayy pgrayy deleted the litellm-bug branch June 27, 2025 13:16
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2 participants