gistfile1.txt

from pydantic import BaseModel
from typing import List
import anthropic
import instructor
import asyncio

# Patching the Anthropics client with the instructor for enhanced capabilities
anthropic_client = instructor.patch(
    create=anthropic.AsyncAnthropic().messages.create,
    mode=instructor.Mode.ANTHROPIC_TOOLS
)

class Properties(BaseModel):
    name: str
    value: str

class User(BaseModel):
    name: str
    age: int
    properties: List[Properties]

user_response = asyncio.run(anthropic_client(
    model="claude-3-haiku-20240307",
    max_tokens=1024,
    max_retries=0,
    messages=[
        {
            "role": "user",
            "content": "Create a user for a model with a name, age, and properties.",
        }
    ],
    response_model=User,
))
# First Run
"""
John Doe
"""
# Second Run
"""
Traceback (most recent call last):
  File "/Users/jp/Documents/GitHub/arnold/arnold/vendors/openai/test.py", line 22, in <module>
    user_response = asyncio.run(anthropic_client(
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/3.11.4/lib/python3.11/asyncio/runners.py", line 190, in run
    return runner.run(main)
           ^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/3.11.4/lib/python3.11/asyncio/runners.py", line 118, in run
    return self._loop.run_until_complete(task)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/3.11.4/lib/python3.11/asyncio/base_events.py", line 653, in run_until_complete
    return future.result()
           ^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/instructor/patch.py", line 104, in new_create_async
    response = await retry_async(
               ^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/instructor/retry.py", line 128, in retry_async
    async for attempt in max_retries:
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/tenacity/_asyncio.py", line 71, in __anext__
    do = self.iter(retry_state=self._retry_state)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/tenacity/__init__.py", line 325, in iter
    raise retry_exc.reraise()
          ^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/tenacity/__init__.py", line 158, in reraise
    raise self.last_attempt.result()
          ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/3.11.4/lib/python3.11/concurrent/futures/_base.py", line 449, in result
    return self.__get_result()
           ^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/3.11.4/lib/python3.11/concurrent/futures/_base.py", line 401, in __get_result
    raise self._exception
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/instructor/retry.py", line 135, in retry_async
    return await process_response_async(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/instructor/process_response.py", line 79, in process_response_async
    model = response_model.from_response(
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/instructor/function_calls.py", line 97, in from_response
    return xml_to_model(cls, extract_xml(completion.content[0].text))  # type:ignore
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/instructor/anthropic_utils.py", line 120, in xml_to_model
    parsed_xml = xmltodict.parse(xml_string)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/jp/.pyenv/versions/arnold/lib/python3.11/site-packages/xmltodict.py", line 378, in parse
    parser.Parse(xml_input, True)
xml.parsers.expat.ExpatError: not well-formed (invalid token): line 8, column 1
"""

print(user_response.name)