Update main.py

main.py

@@ -68,25 +68,7 @@ def compare():
         similarity_scores.append({"job": jobs_skills[i], "similarity_score": similarity_score.item()})
 
     return jsonify(similarity_scores)
-@app.route('/compare_job', methods=['POST'])
-def compare_job():
-    job_skills = request.json.get('post')
-    employee_skills = request.json.get('employee_skills')
-
-    # Validation
-    if not isinstance(employee_skills, list) or not all(isinstance(skill, str) for skill in employee_skills):
-        raise ValueError("employee_skills must be a list of strings")
-
-    # Encoding skills into embeddings
-    job_embedding = model.encode(job_skills)
-    employee_embedding = model.encode(employee_skills)
-
-    # Computing cosine similarity between employee skills and the job
-    employee_embedding_tensor = torch.from_numpy(employee_embedding).unsqueeze(0)
-    job_embedding_tensor = torch.from_numpy(job_embedding).unsqueeze(0)
-    similarity_score = cosine_similarity(employee_embedding_tensor, job_embedding_tensor, dim=1)
 
-    return jsonify({"job": job_skills, "similarity_score": similarity_score.item()})
 
 if __name__ == '__main__':
     app.run()