PDFSearchTool with Azure OpenAI

CrewAI Community Support
1

Hello there,
I have an issue when trying to use the PDFSearchTool with Azure OpenAI.
Here is my code:

pdf_search_tool = PDFSearchTool(
config=dict( 
    llm=dict(
        provider="azure_openai", 
        config=dict(
            model=f"azure/{deployment_name}", 
            api_key=api_key,
            base_url=azure_endpoint, 
        ), 
    ),
    embedder=dict( 
        provider="azure_openai", 
        config=dict(
            model="azure/xxx_embedding_model", 
            api_key = api_key, 
            api_base=azure_endpoint # HERE I tried multiple (s. below)
        ),
    ),
),
pdf='myPDFfile.pdf'

)

With the code above I get the following error:
BaseEmbedderConfig.init() got an unexpected keyword argument ‘base_url’
File

Alnternatively, I also used azure_endpoint with the error:
Key ‘config’ error:
Wrong key ‘azure_endpoint’ in {‘model’: ‘azure/xxx.openai.azure.com/’})

I also tried api_base with the error:
Value error, Must provide one of the base_url or azure_endpoint arguments, or the AZURE_OPENAI_ENDPOINT environment variable [type=value_error, input_value={‘deployment’: None, 'htt…one, ‘model_kwargs’: {}}, input_type=dict]

My ChatModel seems to work but my embedding not… Can anyone help?

2

See if this helps

3

Dear matt, thanks for the answer. The Configuration of Azure OpenAI works as I can run crews without any tools successfully. So the question is related to the configuration of PDFSearchTool (especially for the embedder) as the documentation (PDF RAG Search - CrewAI) or any other article in the web did not help… Thanks and advance!