aman2105 commited on
Commit
af444fc
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verified ·
1 Parent(s): 01267e3

Update app.py

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Files changed (1) hide show
  1. app.py +14 -4
app.py CHANGED
@@ -26,11 +26,15 @@ def detect_harmful_content(text):
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  results = response.json()
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  detected = []
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  threshold = 0.8 # Set confidence threshold
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  for result in results:
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- if result.get('score', 0) >= threshold:
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- detected.append({"category": result.get('label', 'Unknown'), "score": result.get('score', 0)})
 
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  return detected
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@@ -50,10 +54,15 @@ def generate_mitigation_response(text, detected_categories):
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  response = requests.post(GENERATOR_API_URL, headers=HEADERS, json=payload)
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  if response.status_code != 200:
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- return "⚠️ Error: Could not generate a response."
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  generated = response.json()
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- return generated[0].get('generated_text', "No response generated.")
 
 
 
 
 
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  # -----------------------------------------------------------
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  # STREAMLIT USER INTERFACE
@@ -79,3 +88,4 @@ if st.button("Analyze"):
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  st.markdown("### 💡 Mitigation Response")
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  mitigation_response = generate_mitigation_response(user_input, detected)
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  st.write(mitigation_response)
 
 
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  results = response.json()
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+ if not isinstance(results, list): # Handle unexpected response format
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+ return [{"category": "Error", "score": 0, "message": "Invalid response format"}]
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+
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  detected = []
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  threshold = 0.8 # Set confidence threshold
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  for result in results:
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+ if isinstance(result, dict) and 'label' in result and 'score' in result:
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+ if result['score'] >= threshold:
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+ detected.append({"category": result['label'], "score": result['score']})
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  return detected
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  response = requests.post(GENERATOR_API_URL, headers=HEADERS, json=payload)
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  if response.status_code != 200:
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+ return "⚠️ Error: Could not generate a response. Please try again later."
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  generated = response.json()
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+
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+ # Ensure response contains the generated text
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+ if isinstance(generated, list) and len(generated) > 0 and 'generated_text' in generated[0]:
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+ return generated[0]['generated_text']
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+ else:
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+ return "⚠️ No valid response generated. Please try again."
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  # -----------------------------------------------------------
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  # STREAMLIT USER INTERFACE
 
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  st.markdown("### 💡 Mitigation Response")
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  mitigation_response = generate_mitigation_response(user_input, detected)
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  st.write(mitigation_response)
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+