How to run examples/multiple_search_queries/segment_search_queries.py ?

[RocketDav1d]

I am having trouble running this exact same script

Unfortunately I get the following error

Retrying, exception: 1 validation error for MultiSearch searches.1.type Input should be 'video' or 'email' [type=enum, input_value='document', input_type=str] Traceback (most recent call last): File "/Users/davidkorn/OpenAITests/venv/lib/python3.11/site-packages/instructor/patch.py", line 309, in retry_sync return process_response( ^^^^^^^^^^^^^^^^^ File "/Users/davidkorn/OpenAITests/venv/lib/python3.11/site-packages/instructor/patch.py", line 168, in process_response model = response_model.from_response( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/davidkorn/OpenAITests/venv/lib/python3.11/site-packages/instructor/function_calls.py", line 156, in from_response return cls.model_validate_json( ^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/davidkorn/OpenAITests/venv/lib/python3.11/site-packages/pydantic/main.py", line 532, in model_validate_json return cls.__pydantic_validator__.validate_json(json_data, strict=strict, context=context) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ pydantic_core._pydantic_core.ValidationError: 1 validation error for MultiSearch searches.1.type Input should be 'video' or 'email' [type=enum, input_value='document', input_type=str] Traceback (most recent call last): File "/Users/davidkorn/OpenAITests/segment_search_query.py", line 92, in <module> queries = segment( ^^^^^^^^ File "/Users/davidkorn/OpenAITests/segment_search_query.py", line 88, in segment return MultiSearch.from_response(completion) ^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/davidkorn/OpenAITests/venv/lib/python3.11/site-packages/pydantic/_internal/_model_construction.py", line 215, in __getattr__ raise AttributeError(item) AttributeError: from_response

I am wondering myself what is the from_response method? Like where is it coming from?
BaseModel does not have such a method

The validation error also leaves me clueless

Would appreciate any help to get this code running

[jxnl]

1 validation error for MultiSearch searches.1.type Input should be 'video' or 'email' [type=enum, input_value='document', input_type=str] Traceback

If you read this carefully, it says that the type should be video or email and the input type was document.

It means for some reason the language model picked document instead of video or email, which is one of the enums.
This suggests that more prompting should be done. Probably something changed in the underlying model.
In the future we should be adding seeds.

[RocketDav1d]

thanks!

How would you explain the AttribureError ?
I would assume MultiSearch and Search need to inherit from OpenAISchema and not from BaseModel
Otherwise they would not have access to from_response

When updating the code with these classes inheriting from OpenAISchema, it produces this error:

Traceback (most recent call last):
  File "/Users/davidkorn/OpenAITests/segment_search_query.py", line 96, in <module>
    queries = segment(
              ^^^^^^^^
  File "/Users/davidkorn/OpenAITests/segment_search_query.py", line 92, in segment
    return MultiSearch.from_response(completion)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/davidkorn/OpenAITests/venv/lib/python3.11/site-packages/instructor/function_calls.py", line 147, in from_response
    if completion.choices[0].finish_reason == "length":
       ^^^^^^^^^^^^^^^^^^
  File "/Users/davidkorn/OpenAITests/venv/lib/python3.11/site-packages/pydantic/main.py", line 761, in __getattr__
    raise AttributeError(f'{type(self).__name__!r} object has no attribute {item!r}')
AttributeError: 'MultiSearch' object has no attribute 'choices'

this line seems odd as completions does have a 'choices' attribute

    if completion.choices[0].finish_reason == "length":
       ^^^^^^^^^^^^^^^^^^

[jxnl]

if 'MultiSearch' object has no attribute 'choices' it means

the MultiSearch.from_response(completion) completion isn't a chatcopmletion but a MultiSearch