updated resume_advance_analysis.py

resume_advance_analysis.py

@@ -141,62 +141,4 @@ class ResumeImprovementEngine:
             st.error(f"JSON Extraction Error: {e}")
             # logger.error(f"JSON Extraction Error: {e}")
             return {}
-        
-
-
-
-# def _extract_json(self, text: str) -> Dict[str, Any]:
-    #     """
-    #     Safely extract JSON from LLM response with robust error handling
-        
-    #     Args:
-    #         text (str): LLM response text
-        
-    #     Returns:
-    #         Dict of extracted JSON or empty dict
-    #     """
-    #     try:
-    #         logger.debug("Attempting to extract JSON from response text.")
-            
-    #         # Clean the text and remove any non-JSON characters
-    #         # Remove text before first '{' and after last '}'
-    #         cleaned_text = text.strip()
-    #         first_brace = cleaned_text.find('{')
-    #         last_brace = cleaned_text.rfind('}')
-            
-    #         if first_brace != -1 and last_brace != -1:
-    #             cleaned_text = cleaned_text[first_brace:last_brace+1]
-            
-    #         # Extraction strategies
-    #         extraction_strategies = [
-    #             # Direct parsing of cleaned text
-    #             lambda t: json.loads(t),
-                
-    #             # Remove non-printable characters and try parsing
-    #             lambda t: json.loads(re.sub(r'[^\x20-\x7E\n]', '', t)),
-                
-    #             # Extract JSON within code block
-    #             lambda t: json.loads(re.search(r'```json\n(.*?)```', t, re.DOTALL).group(1) if re.search(r'```json\n(.*?)```', t, re.DOTALL) else '')
-    #         ]
-            
-    #         # Try each extraction strategy
-    #         for strategy in extraction_strategies:
-    #             try:
-    #                 parsed_json = strategy(cleaned_text)
-                    
-    #                 # Additional validation to ensure it's a dictionary
-    #                 if isinstance(parsed_json, dict):
-    #                     logger.info("Successfully extracted and parsed JSON.")
-    #                     return parsed_json
-    #             except (json.JSONDecodeError, AttributeError, IndexError):
-    #                 continue
-            
-    #         # Detailed logging for troubleshooting
-    #         logger.warning(f"Could not extract valid JSON. Raw text: {text}")
-    #         return {}
-        
-    #     except Exception as e:
-    #         # Log the full error details
-    #         logger.error(f"JSON Extraction Error: {e}", exc_info=True)
-    #         st.error(f"JSON Extraction Error: {e}")
-    #         return {}
+