日志记录

为了查看发送到 OpenAI 的请求和收到的响应，可以将日志级别设置为 DEBUG。这将显示发送到 OpenAI 的请求和响应。这对于调试和理解发送到 OpenAI 的请求和响应非常有用。我希望有人能做出贡献，让这一点更清晰，但目前这是查看提示的最快方法。

import instructor
import openai
import logging

from pydantic import BaseModel


# Set logging to DEBUG
logging.basicConfig(level=logging.DEBUG)

client = instructor.from_openai(openai.OpenAI())


class UserDetail(BaseModel):
    name: str
    age: int


user = client.chat.completions.create(
    model="gpt-3.5-turbo",
    response_model=UserDetail,
    messages=[
        {"role": "user", "content": "Extract Jason is 25 years old"},
    ],
)  # type: ignore

""" 
...
DEBUG:instructor:Patching `client.chat.completions.create` with mode=<Mode.TOOLS: 'tool_call'>
DEBUG:instructor:Instructor Request: mode.value='tool_call', response_model=<class '__main__.UserDetail'>, new_kwargs={'model': 'gpt-3.5-turbo', 'messages': [{'role': 'user', 'content': 'Extract Jason is 25 years old'}], 'tools': [{'type': 'function', 'function': {'name': 'UserDetail', 'description': 'Correctly extracted `UserDetail` with all the required parameters with correct types', 'parameters': {'properties': {'name': {'title': 'Name', 'type': 'string'}, 'age': {'title': 'Age', 'type': 'integer'}}, 'required': ['age', 'name'], 'type': 'object'}}}], 'tool_choice': {'type': 'function', 'function': {'name': 'UserDetail'}}}
DEBUG:instructor:max_retries: 1
...
DEBUG:instructor:Instructor Pre-Response: ChatCompletion(id='chatcmpl-8zBxMxsOqm5Sj6yeEI38PnU2r6ncC', choices=[Choice(finish_reason='stop', index=0, logprobs=None, message=ChatCompletionMessage(content=None, role='assistant', function_call=None, tool_calls=[ChatCompletionMessageToolCall(id='call_E1cftF5U0zEjzIbWt3q0ZLbN', function=Function(arguments='{"name":"Jason","age":25}', name='UserDetail'), type='function')]))], created=1709594660, model='gpt-3.5-turbo-0125', object='chat.completion', system_fingerprint='fp_2b778c6b35', usage=CompletionUsage(completion_tokens=9, prompt_tokens=81, total_tokens=90))
DEBUG:httpcore.connection:close.started
DEBUG:httpcore.connection:close.complete
"""