Update Azure OpenAI API version in settings and enhance logging in LLMClient for request URL

src/config/settings.py

@@ -12,7 +12,7 @@ class Settings(BaseSettings):
     # Azure OpenAI
     AZURE_OPENAI_ENDPOINT: str = Field("", env="AZURE_OPENAI_ENDPOINT")
     AZURE_OPENAI_DEPLOYMENT: str = Field("", env="AZURE_OPENAI_DEPLOYMENT")
-    AZURE_OPENAI_API_VERSION: str = Field("2024-02-15-preview", env="AZURE_OPENAI_API_VERSION")
+    AZURE_OPENAI_API_VERSION: str = Field("2025-03-01-preview", env="AZURE_OPENAI_API_VERSION")
     AZURE_OPENAI_API_KEY: str = Field("", env="AZURE_OPENAI_API_KEY")
     AZURE_OPENAI_EMBEDDING_MODEL: str = Field("text-embedding-3-small", env="AZURE_OPENAI_EMBEDDING_MODEL")
 

src/services/llm_client.py

@@ -39,6 +39,7 @@ class LLMClient:
         """Call the Responses API and return the assistant content as string."""
         logger = logging.getLogger(__name__)
         logger.info(f"Making request with API version: {openai.api_version}")
+        logger.info(f"Request URL will be: {openai.api_base}/openai/responses?api-version={openai.api_version}")
         
         resp = openai.responses.create(
             input=prompt,