zenaight commited on
Commit
e2c07e6
·
1 Parent(s): b92bfbc

Enhance intent classification and debugging in AI chat

Browse files

- Added debug print statements in `extract_and_update_intent` to log missing intent fields and the classification check, improving traceability during intent processing.
- Updated the return structure of `extract_and_update_intent` to include the classification result, enhancing the information provided for subsequent processing.
- These changes aim to refine the intent extraction logic and provide better insights into the classification process, ultimately improving user interactions.

Files changed (1) hide show
  1. ai_chat.py +3 -1
ai_chat.py CHANGED
@@ -268,9 +268,11 @@ async def extract_and_update_intent(state):
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  print(f"DEBUG - Final intent state: {state['intent']}")
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  missing = [f for f in intent_fields if state["intent"].get(f) is None]
 
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  if missing:
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  # Check if user is asking for properties (using AI classification)
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  classification = state.get("classification")
 
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  if classification == "search_listings":
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  # User is asking for properties, don't interrupt with preference questions
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  print("DEBUG - User asking for properties, skipping preference questions")
@@ -308,7 +310,7 @@ Message: {user_message}
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  classification = resp.content.strip()
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  state["classification"] = classification
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  print(f"DEBUG - Classification result: '{classification}' for message: '{user_message}'")
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- return {"response": None}
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  async def extract_and_search_properties(state):
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  """
 
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  print(f"DEBUG - Final intent state: {state['intent']}")
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  missing = [f for f in intent_fields if state["intent"].get(f) is None]
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+ print(f"DEBUG - Missing intent fields: {missing}")
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  if missing:
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  # Check if user is asking for properties (using AI classification)
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  classification = state.get("classification")
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+ print(f"DEBUG - Intent update classification check: '{classification}'")
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  if classification == "search_listings":
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  # User is asking for properties, don't interrupt with preference questions
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  print("DEBUG - User asking for properties, skipping preference questions")
 
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  classification = resp.content.strip()
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  state["classification"] = classification
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  print(f"DEBUG - Classification result: '{classification}' for message: '{user_message}'")
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+ return {"classification": classification, "response": None}
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  async def extract_and_search_properties(state):
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  """