I am trying this example with Ollama and llama3.2:1b LLM, and I am getting the error:
(aienv) drasko@Mando:~/ai/vector$ python agent.py
INFO Dropping collection
INFO Table 'ai.recipes' dropped successfully.
INFO Creating collection
INFO Loading knowledge base
INFO Reading: https://phi-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf
INFO Inserted batch of 14 documents.
INFO Added 14 documents to knowledge base
WARNING Could not run function search_knowledge_base(properties={'query': {'description': '', 'type': 'string'}}, required=['query'], type=object)
ERROR 4 validation errors for Agent.search_knowledge_base
query
Missing required argument [type=missing_argument, input_value=ArgsKwargs((), {'properti...ry'], 'type': 'object'}), input_type=ArgsKwargs]
For further information visit https://errors.pydantic.dev/2.10/v/missing_argument
properties
Unexpected keyword argument [type=unexpected_keyword_argument, input_value={'query': {'description': '', 'type': 'string'}}, input_type=dict]
For further information visit https://errors.pydantic.dev/2.10/v/unexpected_keyword_argument
required
Unexpected keyword argument [type=unexpected_keyword_argument, input_value=['query'], input_type=list]
For further information visit https://errors.pydantic.dev/2.10/v/unexpected_keyword_argument
type
Unexpected keyword argument [type=unexpected_keyword_argument, input_value='object', input_type=str]
For further information visit https://errors.pydantic.dev/2.10/v/unexpected_keyword_argument
Traceback (most recent call last):
File "/home/drasko/.venvs/aienv/lib/python3.12/site-packages/phi/tools/function.py", line 313, in execute
self.result = self.function.entrypoint(**entrypoint_args, **self.arguments)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/drasko/.venvs/aienv/lib/python3.12/site-packages/pydantic/_internal/_validate_call.py", line 38, in wrapper_function
return wrapper(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/drasko/.venvs/aienv/lib/python3.12/site-packages/pydantic/_internal/_validate_call.py", line 111, in __call__
res = self.__pydantic_validator__.validate_python(pydantic_core.ArgsKwargs(args, kwargs))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
pydantic_core._pydantic_core.ValidationError: 4 validation errors for Agent.search_knowledge_base
query
Missing required argument [type=missing_argument, input_value=ArgsKwargs((), {'properti...ry'], 'type': 'object'}), input_type=ArgsKwargs]
For further information visit https://errors.pydantic.dev/2.10/v/missing_argument
properties
Unexpected keyword argument [type=unexpected_keyword_argument, input_value={'query': {'description': '', 'type': 'string'}}, input_type=dict]
For further information visit https://errors.pydantic.dev/2.10/v/unexpected_keyword_argument
required
Unexpected keyword argument [type=unexpected_keyword_argument, input_value=['query'], input_type=list]
For further information visit https://errors.pydantic.dev/2.10/v/unexpected_keyword_argument
type
Unexpected keyword argument [type=unexpected_keyword_argument, input_value='object', input_type=str]
For further information visit https://errors.pydantic.dev/2.10/v/unexpected_keyword_argument