Update utils/mistral.py

utils/mistral.py

@@ -50,14 +50,14 @@ def Model_ProfessionalDetails_Output(resume, client):
     Extract the text in the following output JSON string as:
     {{
         "professional": {{
-            "technical_skills": ["List all technical skills, programming languages, frameworks, and technologies mentioned in the resume, ensuring they are not mixed with other skill types."],
-            "non_technical_skills": ["Identify and list non-technical skills such as leadership, teamwork, and communication skills, ensuring they are not mixed with technical skills."],
-            "tools": ["Enumerate and extract all software tools, platforms, and applications referenced in the resume, distinctly separate from skills."],
-            "companies_worked_at": ["List the names of all companies where employment is mentioned in the resume."],
-            "projects": ["Extract all projects names or titles mentioned in the resume."],
-            "projects_experience": ["Summarize overall project experiences, providing a brief description of each project as detailed in the resume."],
-            "experience": ["Calculate total professional work experience in years and months based on the resume."],           
-            "roles": ["List and Extract the names of all job titles or roles mentioned in the resume."]           
+            "technical_skills": ["List all technical skills, programming languages, frameworks, and technologies mentioned in the resume, ensuring they are not mixed with other skill types. If not found, return []."],
+            "non_technical_skills": ["Identify and list non-technical skills such as leadership, teamwork, and communication skills, ensuring they are not mixed with technical skills. If not found, return []."],
+            "tools": ["Enumerate and extract all software tools, platforms, and applications referenced in the resume, distinctly separate from skills. If not found, return []."],
+            "companies_worked_at": ["List the names of all companies where employment is mentioned in the resume. If not found, return []."],
+            "projects": ["Extract all projects names or titles mentioned in the resume. If not found, return []."],
+            "projects_experience": ["Summarize overall project experiences, providing a brief description of each project as detailed in the resume. If not found, return []."],
+            "experience": ["Calculate total professional work experience in years and months based on the resume. If not found, return []."],           
+            "roles": ["List and Extract the names of all job titles or roles mentioned in the resume. If not found, return []."]           
         }}
     }}
     output:
@@ -89,7 +89,7 @@ def Model_EducationalDetails_Output(resume, client):
     Extract the text in the following output JSON string as:
     {{
         "educational": {{                        
-            "certifications": ["List and Extract  all certifications mentioned in the resume."],         
+            "certifications": ["List and Extract  all certifications mentioned in the resume. If none are found, return []"],         
             "qualifications": ["List and Extract all educational qualifications, including degrees (e.g., BBA, MBA), their full forms, and associated levels (e.g., undergraduate, postgraduate) from resume. If none are found, return []."],
             "university": ["List and Extract the name of the University, College, or Institute attended, based on the resume. If not found, return []."],
             "courses": ["List and Extract the names of completed courses or based on the resume. If none are found, return []."]
@@ -123,10 +123,10 @@ def Model_PersonalDetails_Output(resume, client):
     Extract the text in the following output JSON string as:
     {{
         "personal": {{
-            "name": "Extract the full name based on the resume. If not found, return 'Not found'.",
-            "contact_number": "Extract the contact number from the resume. If not found, return 'Not found'.",
-            "email": "Extract the email address from the resume. If not found, return 'Not found'.",
-            "Address": "Extract the Address or address from the resume. If not found, return 'Not found'."            
+            "name": "Extract the full name based on the resume. If not found, return [].",
+            "contact_number": "Extract the contact number from the resume. If not found, return [].",
+            "email": "Extract the email address from the resume. If not found, return [].",
+            "address": "Extract the address or address from the resume. If not found, return []."            
         }}
     }} 
     output:
@@ -380,33 +380,33 @@ def process_resume_data(file_path):
         # Combine both personal and professional details into a structured output
         result = {
             "personal": {
-                "name": per_data.get('personal', {}).get('name', 'Not found'),
-                "contact": per_data.get('personal', {}).get('contact_number', 'Not found'),
-                "email": per_data.get('personal', {}).get('email', 'Not found'),
-                "location": per_data.get('personal', {}).get('Address', 'Not found'),
+                "name": per_data.get('personal', {}).get('name', None),
+                "contact": per_data.get('personal', {}).get('contact_number', None),
+                "email": per_data.get('personal', {}).get('email', None),
+                "location": per_data.get('personal', {}).get('address', None),
                 "linkedin": linkedin_links,
                 "github": github_links,
                 "other_links": hyperlinks  # Store remaining links if needed
             },
             "professional": {
-                "technical_skills": pro_data.get('professional', {}).get('technical_skills', 'Not found'),
-                "non_technical_skills": pro_data.get('professional', {}).get('non_technical_skills', 'Not found'),
-                "tools": pro_data.get('professional', {}).get('tools', 'Not found'),
+                "technical_skills": pro_data.get('professional', {}).get('technical_skills', None),
+                "non_technical_skills": pro_data.get('professional', {}).get('non_technical_skills', None),
+                "tools": pro_data.get('professional', {}).get('tools', None),
                 "experience": [
                     {
-                        "company": pro_data.get('professional', {}).get('companies_worked_at', 'Not found'),
-                        "projects": pro_data.get('professional', {}).get('projects', 'Not found'),
-                        "role": pro_data.get('professional', {}).get('worked_as', 'Not found'),
-                        "years": pro_data.get('professional', {}).get('experience', 'Not found'),
-                        "project_experience": pro_data.get('professional', {}).get('projects_experience', 'Not found')
+                        "company": pro_data.get('professional', {}).get('companies_worked_at', None),
+                        "projects": pro_data.get('professional', {}).get('projects', None),
+                        "role": pro_data.get('professional', {}).get('roles', None),
+                        "years": pro_data.get('professional', {}).get('experience', None),
+                        "project_experience": pro_data.get('professional', {}).get('projects_experience', None)
                     }
                 ],
                 "education": [
                     {
-                        "qualification": Edu_data.get('educational', {}).get('qualifications', 'Not found'),
-                        "university": Edu_data.get('educational', {}).get('university', 'Not found'),
-                        "course": Edu_data.get('educational', {}).get('courses', 'Not found'),
-                        "certificate": Edu_data.get('educational', {}).get('certifications', 'Not found')
+                        "qualification": Edu_data.get('educational', {}).get('qualifications', None),
+                        "university": Edu_data.get('educational', {}).get('university', None),
+                        "course": Edu_data.get('educational', {}).get('courses', None),
+                        "certificate": Edu_data.get('educational', {}).get('certifications', None)
                     }
                 ]
             }
@@ -414,8 +414,10 @@ def process_resume_data(file_path):
         
        
 
-        #Appending the list if any available as a text         
-        result['personal']['other_links'] += links
+        #Appending the list if any available as a text 
+        if result['personal']['other_links'] is not None:
+            result['personal']['other_links'] += links
+            
         #Added the validator for details, Validate contact and email
         valid_contact, invalid_contact, valid_email, invalid_email = validate_contact_email(result['personal'])
         result['personal']['valid_contact'] = valid_contact