Connecting Data source to Chat Completion Playground does not return results

Question

Good Day,

I'm not sure if this related to Azure Open Ai or Azure Ai serach

I tried to follow steps to connect a basic arabic FAQ PDF file as a data source to gpt-4o-mini

and tried all possible search types.. vector, keyword, hybrid, etc, nothing worked

Having that said, when i used the same file at Azure Open Ai Assistants, it worked very well

File and configurations attached

HajjFAQ.pdf

import os  
import base64
from openai import AzureOpenAI  

endpoint = os.getenv("ENDPOINT_URL", "https://HusWABAGPTSwed.openai.azure.com/")  
deployment = os.getenv("DEPLOYMENT_NAME", "gpt-4o-mini-Hajj")  
search_endpoint = os.getenv("SEARCH_ENDPOINT", "https://husazaisearchhajj.search.windows.net/")  
search_key = os.getenv("SEARCH_KEY", "put your Azure AI Search admin key here")  
subscription_key = os.getenv("AZURE_OPENAI_API_KEY", "REPLACE_WITH_YOUR_KEY_VALUE_HERE")  

# Initialize Azure OpenAI Service client with key-based authentication    
client = AzureOpenAI(  
    azure_endpoint=endpoint,  
    api_key=subscription_key,  
    api_version="2024-05-01-preview",
)
    
    
# IMAGE_PATH = "YOUR_IMAGE_PATH"
# encoded_image = base64.b64encode(open(IMAGE_PATH, 'rb').read()).decode('ascii')

#Prepare the chat prompt 
chat_prompt = [
    {
        "role": "system",
        "content": [
            {
                "type": "text",
                "text": "You are an AI assistant that helps people find information."
            }
        ]
    },
    {
        "role": "user",
        "content": [
            {
                "type": "text",
                "text": " الخصائص الحيوية"
            }
        ]
    },
    {
        "role": "assistant",
        "content": [
            {
                "type": "text",
                "text": "The requested information is not found in the retrieved data. Please try another query or topic."
            }
        ]
    },
    {
        "role": "user",
        "content": [
            {
                "type": "text",
                "text": "ماهي آلية تسجيل الخصائص الحيوية لإصدار تأشيرات العمرة إلكترونيا ؟"
            }
        ]
    },
    {
        "role": "assistant",
        "content": [
            {
                "type": "text",
                "text": "The requested information is not found in the retrieved data. Please try another query or topic."
            }
        ]
    },
    {
        "role": "user",
        "content": [
            {
                "type": "text",
                "text": " الخصائص الحيوية"
            }
        ]
    },
    {
        "role": "assistant",
        "content": [
            {
                "type": "text",
                "text": "The requested information is not found in the retrieved data. Please try another query or topic."
            }
        ]
    }
] 
    
# Include speech result if speech is enabled  
messages = chat_prompt  
    
# Generate the completion  
completion = client.chat.completions.create(  
    model=deployment,
    messages=messages,
    max_tokens=10599,  
    temperature=0.89,  
    top_p=0.73,  
    frequency_penalty=0,  
    presence_penalty=0,
    stop=None,  
    stream=False,
    extra_body={
      "data_sources": [{
          "type": "azure_search",
          "parameters": {
            "filter": None,
            "endpoint": f"{search_endpoint}",
            "index_name": "husazvectorindexhajjtwo",
            "semantic_configuration": "azureml-default",
            "authentication": {
              "type": "api_key",
              "key": f"{search_key}"
            },
            "embedding_dependency": {
              "type": "endpoint",
              "endpoint": "https://HusWABAGPTSwed.openai.azure.com/openai/deployments/text-embedding-ada-002-sweden/embeddings?api-version=2023-07-01-preview",
              "authentication": {
                "type": "api_key",
                "key": "DpRrYpFOdNg846Vu2gOuW7h3Owu78OlYRlHFjqDgWicf3c32daJcJQQJ99AKACfhMk5XJ3w3AAABACOGUHHW"
              }
            },
            "query_type": "vector_simple_hybrid",
            "in_scope": True,
            "role_information": "You are an AI assistant that helps people find information.",
            "strictness": 3,
            "top_n_documents": 6
          }
        }]
    }
)

print(completion.to_json())