forked from phoenix/litellm-mirror
async streaming generator
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3 changed files with 46 additions and 5 deletions
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@ -25,6 +25,7 @@ jobs:
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python -m pip install -r .circleci/requirements.txt
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pip install infisical
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pip install pytest
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pip install pytest-asyncio
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pip install mypy
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pip install openai[datalib]
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pip install -Uq chromadb==0.3.29
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@ -60,8 +60,17 @@ async def acompletion(*args, **kwargs):
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func_with_context = partial(ctx.run, func)
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# Call the synchronous function using run_in_executor
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return await loop.run_in_executor(None, func_with_context)
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response = await loop.run_in_executor(None, func_with_context)
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if kwargs.get("stream", False): # return an async generator
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# do not change this
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# for stream = True, always return an async generator
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# See OpenAI acreate https://github.com/openai/openai-python/blob/5d50e9e3b39540af782ca24e65c290343d86e1a9/openai/api_resources/abstract/engine_api_resource.py#L193
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return(
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line
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async for line in response
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)
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else:
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return response
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@client
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@timeout( # type: ignore
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@ -11,7 +11,7 @@ sys.path.insert(
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) # Adds the parent directory to the system path
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from litellm import acompletion, acreate
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@pytest.mark.asyncio
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async def test_get_response():
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user_message = "Hello, how are you?"
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messages = [{"content": user_message, "role": "user"}]
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@ -22,8 +22,39 @@ async def test_get_response():
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return response
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response = asyncio.run(test_get_response())
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print(response)
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# response = asyncio.run(test_get_response())
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# print(response)
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@pytest.mark.asyncio
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async def test_get_response_streaming():
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user_message = "Hello, how are you?"
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messages = [{"content": user_message, "role": "user"}]
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try:
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response = await acompletion(model="gpt-3.5-turbo", messages=messages, stream=True)
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print(type(response))
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import inspect
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is_async_generator = inspect.isasyncgen(response)
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print(is_async_generator)
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output = ""
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async for chunk in response:
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token = chunk["choices"][0]["delta"].get("content", "")
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output += token
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print(output)
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assert output is not None, "Agent output cannot be None."
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assert isinstance(output, str), "Agent output needs to be of type str"
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assert len(output) > 0, "Length of output needs to be greater than 0."
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except Exception as e:
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pytest.fail(f"error occurred: {e}")
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return response
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# response = asyncio.run(test_get_response_streaming())
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# print(response)
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# async def test_get_response():
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# user_message = "Hello, how are you?"
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