Update similarity_score_refined.py

similarity_score_refined.py

@@ -60,7 +60,7 @@ def similarity_main(tailored_resume, job_description):
     - job_description (str): Job description content.
 
     Returns:
-    - dict: A dictionary containing the 'score' and 'reason'.
+    - dict: A dictionary containing the 'score' (scaled to 0–100) and 'reason'.
     """
     prompt = f"""
 You are a recruitment expert evaluating how well a tailored resume aligns with a job description. Provide a realistic and concise evaluation based on the following criteria:
@@ -68,16 +68,13 @@ You are a recruitment expert evaluating how well a tailored resume aligns with a
 2. Domain Match: Are the candidate's experiences and achievements relevant to the industry or role?
 3. Clarity and Conciseness: Is the resume well-structured and focused on the job requirements?
 4. Highlight any gaps or mismatched qualifications realistically.
-
 Provide your response in this exact format:
 Score: [Score between 0 and 1]
 Reason: [One or two sentences explaining the score]
-
 Here is the tailored resume:
 [Resume Start]
 {tailored_resume}
 [Resume End]
-
 And the job description below:
 [Job Description Start]
 {job_description}
@@ -93,16 +90,17 @@ And the job description below:
 
         # Extract content text
         content_text = candidates[0].content.parts[0].text
+        print(f"Response from Gemini Pro:\n{content_text}")  # Debugging
 
         # Extract score and reason with simple parsing
         lines = content_text.split("\n")
         score = None
         reason = None
-        print(content_text)
+
         for line in lines:
             if line.lower().startswith("score:"):
                 try:
-                    score = float(line.split(":", 1)[1].strip())*100
+                    score = float(line.split(":", 1)[1].strip()) * 100  # Scale to 0–100
                 except ValueError:
                     raise ValueError(f"Invalid score format: {line}")
             elif line.lower().startswith("reason:"):
@@ -114,8 +112,9 @@ And the job description below:
         if not reason:
             reason = "No reason provided."
 
-        return score
+        return {"score": score, "reason": reason}
 
     except Exception as e:
         print(f"Error in relevance checking: {e}")
         return None
+