Update src/streamlit_app.py

src/streamlit_app.py

@@ -1,7 +1,29 @@
+# # import os, types, streamlit as st
+# # import os
+# # os.environ['STREAMLIT_CONFIG_DIR'] = '/tmp/.streamlit'
+# # # Fetch the hidden code from env var
+# # app_code = os.environ.get("APP_CODE", "")
+
+# # def execute_code(code_str):
+# #     module = types.ModuleType("dynamic_app")
+# #     try:
+# #         exec(code_str, module.__dict__)
+# #         if hasattr(module, "main"):
+# #             module.main()
+# #     except Exception as e:
+# #         st.error(f"Error in hidden code: {e}")
+
+# # if app_code:
+# #     execute_code(app_code)
+    
+# # else:
+# #     st.error("APP_CODE is empty. Did you set it?")
+
+
 # import os, types, streamlit as st
-# import os
+# import requests  # Make sure to import requests if used
+
 # os.environ['STREAMLIT_CONFIG_DIR'] = '/tmp/.streamlit'
-# # Fetch the hidden code from env var
 # app_code = os.environ.get("APP_CODE", "")
 
 # def execute_code(code_str):
@@ -10,52 +32,576 @@
 #         exec(code_str, module.__dict__)
 #         if hasattr(module, "main"):
 #             module.main()
+#         return module
 #     except Exception as e:
 #         st.error(f"Error in hidden code: {e}")
+#         return None
+
+# def main():
+#     global job_posts, api_endpoint, hf_token, simulated_code_animation, generate_email, generate_phone_number, generate_linkedin
+
+#     if app_code:
+#         module = execute_code(app_code)
+#         if module:
+#             # Extract required variables and functions from the module
+#             job_posts = getattr(module, 'job_posts', [])
+#             api_endpoint = getattr(module, 'api_endpoint', '')
+#             hf_token = getattr(module, 'hf_token', '')
+#             simulated_code_animation = getattr(module, 'simulated_code_animation', lambda x: None)
+#             generate_email = getattr(module, 'generate_email', lambda x: "[email protected]")
+#             generate_phone_number = getattr(module, 'generate_phone_number', lambda: "555-123-4567")
+#             generate_linkedin = getattr(module, 'generate_linkedin', lambda x: "linkedin.com/in/example")
+#     else:
+#         st.error("APP_CODE is empty. Did you set it?")
+#         return
+
+
+#     st.set_page_config(layout="wide")
+    
+#     # Sidebar for navigation
+#     with st.sidebar:        
+#         # About section with blue background
+#         st.markdown("""
+#         <div style="background-color:#3299a8; padding:10px; border-radius:5px;">
+#         <h3 style="color:white;">About</h3>
+#         <p style="color:white;">
+#         This Resume Matching System helps you find the best candidates for your job openings. 
+#         Simply input your job description and requirements, and our AI-powered system will 
+#         analyze and rank resumes based on skill match, experience, and overall fit.
+#         </p>
+#         </div>
+#         """, unsafe_allow_html=True)
+        
+#         # How it Works section with light blue background
+#         st.markdown("""
+#         <div style="background-color:#e6f3f5; padding:10px; border-radius:5px; margin-top:10px;">
+#         <h3 style="color:#3299a8;">How it Works</h3>
+#         <ul style="margin-left: 15px; padding-left: 10px;">
+#             <li>Enter your job description or select a sample</li>
+#             <li>Our AI-agent analyzes key skills and requirements</li>
+#             <li>View ranked candidates with match percentages</li>
+#             <li>Examine detailed skill comparisons for each resume</li>
+#         </ul>
+#         </div>
+#         """, unsafe_allow_html=True)
+        
+#         # Sample Job Descriptions section
+#         st.markdown("<h3 style='font-size:1.2em;'>Sample Job Descriptions</h3>", unsafe_allow_html=True)
+        
+#         # Display sample job descriptions in sidebar with smaller font
+#         st.write("Click any job to prefill the form:")
+        
+#         # Create a container with custom CSS for smaller buttons
+#         st.markdown("""
+#         <style>
+#         div.stButton > button {
+#             font-size: 0.8em;
+#             padding: 2px 8px;
+#             margin: 3px 0px;
+#             width: 100%;
+#             text-align: left;
+#         }
+#         .resume-card {
+#             background-color: #f8f9fa;
+#             border-radius: 10px;
+#             padding: 15px;
+#             margin-bottom: 20px;
+#             box-shadow: 0 4px 6px rgba(0,0,0,0.1);
+#         }
+#         .card-header {
+#             border-bottom: 1px solid #e0e0e0;
+#             padding-bottom: 10px;
+#             margin-bottom: 15px;
+#         }
+#         .contact-section {
+#             background-color: #e6f3f5;
+#             padding: 10px;
+#             border-radius: 5px;
+#             margin-top: 10px;
+#         }
+#         .skill-badge {
+#             background-color: #3299a8;
+#             color: white;
+#             padding: 4px 8px;
+#             border-radius: 15px;
+#             margin: 2px;
+#             display: inline-block;
+#             font-size: 0.85em;
+#         }
+#         .missing-skill-badge {
+#             background-color: #6c757d;
+#             color: white;
+#             padding: 4px 8px;
+#             border-radius: 15px;
+#             margin: 2px;
+#             display: inline-block;
+#             font-size: 0.85em;
+#         }
+#         .experience-card {
+#             background-color: #f8f9fa;
+#             border-left: 3px solid #3299a8;
+#             padding: 10px;
+#             margin-bottom: 10px;
+#             border-radius: 0 5px 5px 0;
+#         }
+#         </style>
+#         """, unsafe_allow_html=True)
+        
+#         # Add horizontal line before job listings
+#         st.markdown("<hr>", unsafe_allow_html=True)
+        
+#         # Job buttons
+#         for i, job in enumerate(job_posts):
+#             if st.button(job["title"], key=f"job_{i}"):
+#                 # This will be used to set the job description text area
+#                 st.session_state.job_description = job["jd"]
+    
+#     # Main content area
+#     st.title("Resume Matching System")
+
+#     # Initialize session state for job description if it doesn't exist
+#     if 'job_description' not in st.session_state:
+#         st.session_state.job_description = "Enter job description here..."
 
-# if app_code:
-#     execute_code(app_code)
+#     # Input fields - using session state for job description
+#     job_description = st.text_area("Job Description", value=st.session_state.job_description, height=250)
+#     additional_requirements = st.text_area("Additional Requirements", "", height=100)
     
-# else:
-#     st.error("APP_CODE is empty. Did you set it?")
+#     # Create two columns for the numeric inputs
+#     limit = st.slider("Number of Results", min_value=1, max_value=10, value=5, step=1)
+
+#     # Search button and animation container
+#     search_button = st.button("Search Resumes", type="primary")
+    
+#     # Create a container for the code animation
+#     code_container = st.container()
+    
+#     # Add custom CSS for the code animation box
+#     st.markdown("""
+#     <style>
+#     .highlight {
+#         background-color: black !important;
+#     }
+#     .highlight pre {
+#         color: yellow !important;
+#     }
+#     .highlight .gp, .highlight .gu, .highlight .gt {
+#         color: yellow !important;
+#     }
+#     pre code {
+#         white-space: pre-wrap !important;
+#     }
+#     </style>
+#     """, unsafe_allow_html=True)
+#     st.markdown("""
+#     <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+# """, unsafe_allow_html=True)
+#     if search_button:
+        
+#         # Prepare the API request
+        
+#         url = f"{api_endpoint}/resumes/search"
+#         headers = {
+#             "accept": "application/json",
+#             "Content-Type": "application/json",
+#              "Authorization": hf_token
+#         }
+#         payload = {
+#             "job_description": job_description,
+#             "additional_requirements": additional_requirements,
+#             "limit": limit,
+#         }
+
+#         try:
+#             # Display the animation while waiting
+#             with code_container:
+#                     # Create the black box with yellow code animation
+#                     code_display = simulated_code_animation(code_container)
+#                     import time
+#                     strt_time=time.time()
+#                     # Make the API request
+#                     response = requests.post(url, headers=headers, json=payload)
+#                     print(f"total time taken by fast api to generate answer: {time.time()-strt_time}")
+#             # Clear the code animation
+#             code_container.empty()
+            
+#             if response.status_code == 200:
+#                 # Process successful response
+#                 data = response.json()
+#                 st.success(f"Found {data['count']} matching resumes")
+                
+#                 # Display each resume with the new card-based layout
+#                 for i, resume in enumerate(data['results']):
+#                     resume_data = resume['resume_data']
+#                     explainability = resume['explainibility']
+#                     # Generate synthetic contact information
+#                     full_name = resume_data.get('full_name', 'No Name')
+#                     # Add synthetic data to resume_data if not present
+#                     if 'email' not in resume_data and 'email_id' not in resume_data:
+#                         resume_data['email'] = generate_email(full_name)
+#                     if 'phone' not in resume_data:
+#                         resume_data['phone'] = generate_phone_number()
+#                     if 'linkedin_profile' not in resume_data and 'linkedin' not in resume_data:
+#                         resume_data['linkedin'] = generate_linkedin(full_name)
+                    
+#                     # Main card with essential information
+#                     with st.container():
+#                         col1, col2 = st.columns([7, 3])
+                        
+#                     with col1:
+#                         # Name with larger font and accent color
+#                         st.markdown(f"""
+#                         <h2 style="color:#2C3E50; font-size:28px; margin-bottom:5px;">
+#                             {full_name}
+#                         </h2>
+#                         """, unsafe_allow_html=True)                    
+                        
+#                         # Years of experience with an icon
+#                         years_exp = resume_data.get('total_experience_years', 'Not specified')
+#                         st.markdown(f"""
+#                         <div style="margin-bottom:15px;">
+#                             <span style="color:#3299a8; font-size:16px;">
+#                                 <i class="fas fa-briefcase"></i> <strong>Years of Experience:</strong>
+#                             </span> 
+#                             <span style="font-size:16px;">{years_exp}</span>
+#                         </div>
+#                         """, unsafe_allow_html=True)
+                        
+#                         # Summary in a nice box with a border
+#                         summary = ""
+#                         if 'overall_summary' in resume:
+#                             summary = resume.get('overall_summary')
+#                         elif isinstance(resume_data.get('summary'), str):
+#                             summary = resume_data.get('summary')
+                        
+#                         st.markdown(explainability)
+                        
+#                         if summary:
+#                             st.markdown(f"""
+#                             <div style="border-left:4px solid #3299a8; padding-left:15px; 
+#                                 background-color:#f8f9fa; padding:10px; border-radius:0 5px 5px 0;">
+#                                 <div style="color:#3299a8; font-weight:bold; margin-bottom:5px;">SUMMARY</div>
+#                                 <div style="font-size:15px; line-height:1.5;">{summary}</div>
+#                             </div>
+#                             """, unsafe_allow_html=True)
+#                         st.markdown("<br>", unsafe_allow_html=True)
+#                     with col2:
+#                         # Contact card with background
+#                         st.markdown("""
+#                         <div style="background-color:#f0f7fa; border-radius:8px; padding:15px; 
+#                             box-shadow:0 2px 5px rgba(0,0,0,0.05); margin-bottom:15px;">
+#                             <h3 style="color:#3299a8; font-size:18px; border-bottom:2px solid #3299a8; 
+#                                 padding-bottom:8px; margin-top:0;">
+#                                 <i class="fas fa-address-card"></i> CONTACT INFORMATION
+#                             </h3>
+#                         """, unsafe_allow_html=True)
+                        
+#                         # Email with icon
+#                         email = resume_data.get('email', resume_data.get('email_id', 'Not provided'))
+#                         st.markdown(f"""
+#                         <div style="margin-bottom:10px;">
+#                             <i class="fas fa-envelope" style="color:#3299a8; width:20px;"></i>
+#                             <strong style="color:#555;">Email:</strong><br>
+#                             <a href="mailto:{email}" style="text-decoration:none; color:#3299a8; 
+#                                 margin-left:25px; display:block; margin-top:3px;">{email}</a>
+#                         </div>
+#                         """, unsafe_allow_html=True)
+                        
+#                         # Phone with icon
+#                         phone = resume_data.get('phone', 'Not provided')
+#                         st.markdown(f"""
+#                         <div style="margin-bottom:10px;">
+#                             <i class="fas fa-phone" style="color:#3299a8; width:20px;"></i>
+#                             <strong style="color:#555;">Phone:</strong><br>
+#                             <span style="margin-left:25px; display:block; margin-top:3px;">{phone}</span>
+#                         </div>
+#                         """, unsafe_allow_html=True)
+                        
+#                         # Location with icon
+#                         location = resume_data.get('location', 'Not specified')
+#                         st.markdown(f"""
+#                         <div style="margin-bottom:10px;">
+#                             <i class="fas fa-map-marker-alt" style="color:#3299a8; width:20px;"></i>
+#                             <strong style="color:#555;">Location:</strong><br>
+#                             <span style="margin-left:25px; display:block; margin-top:3px;">{location}</span>
+#                         </div>
+#                         """, unsafe_allow_html=True)
+                        
+#                         # LinkedIn with icon
+#                         linkedin_url = resume_data.get('linkedin_profile', resume_data.get('linkedin', 'Not provided'))
+#                         st.markdown(f"""
+#                         <div style="margin-bottom:5px;">
+#                             <i class="fab fa-linkedin" style="color:#3299a8; width:20px;"></i>
+#                             <strong style="color:#555;">LinkedIn:</strong><br>
+#                             <a href="{linkedin_url}" target="_blank" style="text-decoration:none; 
+#                                 color:#3299a8; margin-left:25px; display:block; margin-top:3px; 
+#                                 white-space:nowrap; overflow:hidden; text-overflow:ellipsis; max-width:100%;">
+#                                 {linkedin_url.replace('https://', '')}
+#                             </a>
+#                         </div>
+#                         </div>
+#                         """, unsafe_allow_html=True)                    
+                    
+#                     # Create expandable sections for details - MOVED INSIDE THE LOOP
+#                     with st.expander(f"Resume Content for {full_name}", expanded=False):
+#                         tabs = st.tabs(["All Skills", "Experience", "Projects", "Education"])
+                        
+#                         # All Skills tab
+#                         with tabs[0]:
+#                             st.subheader("Skills")
+#                             if 'skills' in resume_data and resume_data['skills']:
+#                                 skills_html = ""
+#                                 for skill in resume_data['skills']:
+#                                     # Check if this skill is in matched_skills
+#                                     is_matched = skill in resume.get('matched_skills', [])
+#                                     badge_class = "skill-badge" if is_matched else "missing-skill-badge"
+#                                     skills_html += f'<span class="{badge_class}">{skill}</span> '
+#                                 st.markdown(skills_html, unsafe_allow_html=True)
+#                             else:
+#                                 st.write("No skills listed.")
+                        
+#                         # Experiences tab
+#                         with tabs[1]:
+#                             st.subheader("Professional Experience")
+#                             if 'experience' in resume_data and resume_data['experience']:
+#                                 for exp in resume_data['experience']:
+#                                     with st.container():
+#                                         st.markdown(f"""
+#                                         <div class="experience-card">
+#                                             <strong>{exp.get('title', 'Position')}</strong> at <strong>{exp.get('company', 'Company')}</strong>
+#                                             <br><em>{exp.get('duration', '')}</em>
+#                                             <p>{exp.get('description', '')}</p>
+#                                         </div>
+#                                         """, unsafe_allow_html=True)
+#                             elif 'professional_experiences' in resume_data and resume_data['professional_experiences']:
+#                                 for exp in resume_data['professional_experiences']:
+#                                     with st.container():
+#                                         st.markdown(f"""
+#                                         <div class="experience-card">
+#                                             <strong>{exp.get('title', 'Position')}</strong> at <strong>{exp.get('company', 'Company')}</strong>
+#                                             <br><em>{exp.get('duration', '')}</em>
+#                                             <p>{exp.get('description', '')}</p>
+#                                         </div>
+#                                         """, unsafe_allow_html=True)
+#                             else:
+#                                 st.write("No experience information available.")
+                        
+#                         # Projects tab
+#                         with tabs[2]:
+#                             st.subheader("Projects")
+#                             if 'projects' in resume_data and resume_data['projects']:
+#                                 for project in resume_data['projects']:
+#                                     if isinstance(project, dict):
+#                                         project_name = project.get('name', project.get('title', 'Project'))
+#                                         project_desc = project.get('description', '')
+#                                         st.markdown(f"**{project_name}**")
+#                                         st.markdown(f"{project_desc}")
+#                                         st.markdown("---")
+#                                     else:
+#                                         st.markdown(f"- {project}")
+#                             else:
+#                                 st.write("No projects listed.")
+                        
+#                         # Education tab
+#                         with tabs[3]:
+#                             st.subheader("Education")
+#                             if 'education' in resume_data and resume_data['education']:
+#                                 for edu in resume_data['education']:
+#                                     with st.container():
+#                                         st.markdown(f"""
+#                                         <div class="experience-card">
+#                                             <strong>{edu.get('degree', 'Degree')}</strong>
+#                                             <br><strong>{edu.get('institution', 'Institution')}</strong>
+#                                             <br><em>{edu.get('date', '')}</em>
+#                                         </div>
+#                                         """, unsafe_allow_html=True)
+#                             else:
+#                                 st.write("No education information available.")
+                        
+                      
+                       
+#                     st.markdown("""
+#                     <style>
+#                     .download-resume-btn {
+#                         display: inline-block;
+#                         width: 100%;
+#                         background-color: #3299a8;
+#                         color: white;
+#                         text-align: center;
+#                         padding: 12px 20px;
+#                         margin: 8px 0 25px 0;
+#                         border-radius: 5px;
+#                         border: none;
+#                         cursor: pointer;
+#                         font-size: 16px;
+#                         font-weight: 500;
+#                         transition: all 0.3s ease;
+#                         text-decoration: none;
+#                         box-shadow: 0 2px 5px rgba(0,0,0,0.1);
+#                     }
+                    
+#                     .download-resume-btn:hover {
+#                         background-color: #277a86;
+#                         box-shadow: 0 4px 8px rgba(0,0,0,0.2);
+#                         transform: translateY(-2px);
+#                     }
+                    
+#                     .download-resume-btn i {
+#                         margin-right: 10px;
+#                     }
+#                     </style>
+#                     """, unsafe_allow_html=True)
+                    
+#                     # Create a centered container for the download button
+#                     col1, col2, col3 = st.columns([1, 2, 1])
+#                     with col2:
+#                         # Render the download button with icon
+#                         st.markdown(f"""
+#                         <button class="download-resume-btn" onclick="alert('This is a demo feature. In a production environment, this would download the resume for {full_name}.')">
+#                             <i class="fas fa-file-download"></i> Download Resume
+#                         </button>
+#                         """, unsafe_allow_html=True)
+                                
+#                     # Add a separator between resumes
+#                     st.markdown("---")
+#         except Exception as e:
+#             # Clear the code animation in case of error
+#             code_container.empty()
+#             st.error(f"An error occurred: {str(e)}")
 
+# if __name__ == "__main__":
+#     main()
 
-import os, types, streamlit as st
-import requests  # Make sure to import requests if used
 
-os.environ['STREAMLIT_CONFIG_DIR'] = '/tmp/.streamlit'
-app_code = os.environ.get("APP_CODE", "")
 
-def execute_code(code_str):
-    module = types.ModuleType("dynamic_app")
-    try:
-        exec(code_str, module.__dict__)
-        if hasattr(module, "main"):
-            module.main()
-        return module
-    except Exception as e:
-        st.error(f"Error in hidden code: {e}")
-        return None
+import streamlit as st
+import requests
+import random
+from sample_jobs import job_posts  
 
-def main():
-    global job_posts, api_endpoint, hf_token, simulated_code_animation, generate_email, generate_phone_number, generate_linkedin
-
-    if app_code:
-        module = execute_code(app_code)
-        if module:
-            # Extract required variables and functions from the module
-            job_posts = getattr(module, 'job_posts', [])
-            api_endpoint = getattr(module, 'api_endpoint', '')
-            hf_token = getattr(module, 'hf_token', '')
-            simulated_code_animation = getattr(module, 'simulated_code_animation', lambda x: None)
-            generate_email = getattr(module, 'generate_email', lambda x: "[email protected]")
-            generate_phone_number = getattr(module, 'generate_phone_number', lambda: "555-123-4567")
-            generate_linkedin = getattr(module, 'generate_linkedin', lambda x: "linkedin.com/in/example")
+from dotenv import load_dotenv
+import os
+
+load_dotenv()
+
+api_endpoint = os.getenv("api_endpoint")
+hf_token = os.getenv("hf_token")
+
+import time
+
+def simulated_code_animation(container):
+    """Displays a simulated code loading animation in a container - one line at a time"""
+    code_snippets = [
+        "Initializing resume agent",
+        "Initializing resume agent.",
+        "Initializing resume agent..",
+        "Initializing resume agent...",
+        "Vectorizing job description",
+        "Vectorizing job description.",
+        "Vectorizing job description..",
+        "Vectorizing job description...",
+        "Connecting to database",
+        "Connecting to database.",
+        "Connecting to database..",
+        "Connecting to database...",
+        "Database connected!",
+        "Database connected!",
+        "Database connected!",
+        "Database connected!",
+        "Choosing correct database of resumes",
+        "Choosing correct database of resumes.",
+        "Choosing correct database of resumes..",
+        "Choosing correct database of resumes...",
+        "Matching job description to resumes",
+        "Matching job description to resumes.",
+        "Matching job description to resumes..",
+        "Matching job description to resumes...",
+        "Ranking fetched resumes",
+        "Ranking fetched resumes.",
+        "Ranking fetched resumes..",
+        "Ranking fetched resumes...",
+        "Generating explanations",
+        "Generating explanations.",
+        "Generating explanations..",
+        "Generating explanations...",
+        "Resumes coming up!"
+    ]
+    
+    # Add custom CSS for the text display
+    container.markdown("""
+    <style>
+    .terminal-text {
+        background-color: black;
+        color: #ffff00;
+        font-family: monospace;
+        font-size: 18px;
+        padding: 15px;
+        border-radius: 5px;
+        margin: 10px 0;
+        line-height: 1.5;
+        white-space: pre;
+        overflow: auto;
+    }
+    </style>
+    """, unsafe_allow_html=True)
+    
+    terminal_placeholder = container.empty()
+    progress_bar = container.progress(0)
+    
+    total_steps = len(code_snippets)
+    
+    for idx, line in enumerate(code_snippets):
+        # Update progress bar
+        progress_value = idx / (total_steps - 1)
+        progress_bar.progress(progress_value)
+        
+        # Update terminal text
+        terminal_placeholder.markdown(f'<div class="terminal-text">{line}</div>', unsafe_allow_html=True)
+        time.sleep(0.85)
+    
+    # Ensure progress bar reaches 100% at the end
+    progress_bar.progress(1.0)
+    
+    return terminal_placeholder
+
+
+def generate_phone_number():
+    """Generate a random US phone number with +1 prefix"""
+    area_code = random.randint(200, 999)
+    middle_three = random.randint(100, 999)
+    last_four = random.randint(1000, 9999)
+    return f"+1 ({area_code}) {middle_three}-{last_four}"
+
+def generate_email(full_name):
+    """Generate email from full name"""
+    if not full_name or full_name == 'No Name':
+        return "[email protected]"
+    
+    # Clean and format the name
+    name_parts = full_name.lower().strip().split()
+    if len(name_parts) >= 2:
+        first_name = name_parts[0]
+        last_name = name_parts[-1]
+        return f"{first_name}.{last_name}@gmail.com"
     else:
-        st.error("APP_CODE is empty. Did you set it?")
-        return
+        return f"{name_parts[0]}@gmail.com"
 
+def generate_linkedin(full_name):
+    """Generate LinkedIn URL from full name"""
+    if not full_name or full_name == 'No Name':
+        return "https://linkedin.com/in/professional-profile"
+    
+    # Clean and format the name
+    name_parts = full_name.lower().strip().split()
+    if len(name_parts) >= 2:
+        first_name = name_parts[0]
+        last_name = name_parts[-1]
+        suffix = random.randint(10, 999) if random.random() < 0.3 else ""
+        return f"https://linkedin.com/in/{first_name}-{last_name}{suffix}"
+    else:
+        return f"https://linkedin.com/in/{name_parts[0]}-profile"
 
+def main():
     st.set_page_config(layout="wide")
     
     # Sidebar for navigation
@@ -418,8 +964,46 @@ def main():
                             else:
                                 st.write("No education information available.")
                         
-                      
-                       
+                        # # Accomplishments tab
+                        # with tabs[4]:
+                        #     st.subheader("Accomplishments")
+                        #     if 'accomplishments' in resume_data and resume_data['accomplishments']:
+                        #         for accomplishment in resume_data['accomplishments']:
+                        #             if isinstance(accomplishment, str):
+                        #                 st.markdown(f"- {accomplishment}")
+                        #             elif isinstance(accomplishment, dict):
+                        #                 # Handle if accomplishments are stored as dictionary objects
+                        #                 title = accomplishment.get('title', 'Accomplishment')
+                        #                 description = accomplishment.get('description', '')
+                        #                 st.markdown(f"**{title}**")
+                        #                 if description:
+                        #                     st.markdown(f"{description}")
+                        #                 st.markdown("---")
+                        #     else:
+                        #         st.write("No accomplishments listed.")
+                        
+                        # # Certifications tab
+                        # with tabs[5]:
+                        #     st.subheader("Certifications")
+                        #     if 'certifications' in resume_data and resume_data['certifications']:
+                        #         for cert in resume_data['certifications']:
+                        #             if isinstance(cert, str):
+                        #                 st.markdown(f"- {cert}")
+                        #             elif isinstance(cert, dict):
+                        #                 # Handle if certifications are stored as dictionary objects
+                        #                 name = cert.get('name', cert.get('title', 'Certification'))
+                        #                 issuer = cert.get('issuer', cert.get('organization', ''))
+                        #                 date = cert.get('date', cert.get('issued_date', ''))
+                        #                 st.markdown(f"**{name}**")
+                        #                 if issuer:
+                        #                     st.markdown(f"Issuer: {issuer}")
+                        #                 if date:
+                        #                     st.markdown(f"Date: {date}")
+                        #                 st.markdown("---")
+                            # else:
+                            #     st.write("No certifications listed.")
+                    
+                    # Add the download button after each resume
                     st.markdown("""
                     <style>
                     .download-resume-btn {
@@ -470,4 +1054,4 @@ def main():
             st.error(f"An error occurred: {str(e)}")
 
 if __name__ == "__main__":
-    main()
+    main()