Update Interview_preparation.py

Interview_preparation.py

@@ -5,105 +5,105 @@ from langchain_community.llms import OpenAI
 from langchain_google_genai import ChatGoogleGenerativeAI
 
 
-
-roles_and_topics = {      
-
-"Front-End Developer": ["HTML/CSS", "JavaScript and Frameworks (React, Angular, Vue.js)", "Responsive Design", "Browser Compatibility"],
-"Back-End Developer": ["Server-Side Languages (Node.js, Python, Ruby, PHP)", "Database Management (SQL, NoSQL)", "API Development", "Server and Hosting Management"],
-"Full-Stack Developer": ["Combination of Front-End and Back-End Topics", "Integration of Systems", "DevOps Basics"],
-"Mobile Developer": ["Android Development (Java, Kotlin)", "iOS Development (Swift, Objective-C)", "Cross-Platform Development (Flutter, React Native)"],
-"Data Scientist": ["Statistical Analysis", "Machine Learning Algorithms", "Data Wrangling and Cleaning", "Data Visualization"],
-"Data Analyst": ["Data Collection and Processing", "SQL and Database Querying", "Data Visualization Tools (Tableau, Power BI)", "Basic Statistics"],
-"Machine Learning Engineer": ["Supervised and Unsupervised Learning", "Model Deployment", "Deep Learning", "Natural Language Processing"],
-"DevOps Engineer": ["Continuous Integration/Continuous Deployment (CI/CD)", "Containerization (Docker, Kubernetes)", "Infrastructure as Code (Terraform, Ansible)", "Cloud Platforms (AWS, Azure, Google Cloud)"],
-"Cloud Engineer": ["Cloud Architecture", "Cloud Services (Compute, Storage, Networking)", "Security in the Cloud", "Cost Management"],
-"Cybersecurity Analyst": ["Threat Detection and Mitigation", "Security Protocols and Encryption", "Network Security", "Incident Response"],
-"Penetration Tester": ["Vulnerability Assessment", "Ethical Hacking Techniques", "Security Tools (Metasploit, Burp Suite)", "Report Writing and Documentation"],
-"Project Manager": ["Project Planning and Scheduling", "Risk Management", "Agile and Scrum Methodologies", "Stakeholder Communication"],
-"UX/UI Designer": ["User Research", "Wireframing and Prototyping", "Design Principles", "Usability Testing"],
-"Quality Assurance (QA) Engineer": ["Testing Methodologies", "Automation Testing", "Bug Tracking", "Performance Testing"],
-"Blockchain Developer": ["Blockchain Fundamentals", "Smart Contracts", "Cryptographic Algorithms", "Decentralized Applications (DApps)"],
-"Digital Marketing Specialist": ["SEO/SEM", "Social Media Marketing", "Content Marketing", "Analytics and Reporting"],
-"AI Research Scientist": ["AI Theory", "Algorithm Development", "Neural Networks", "Natural Language Processing"],
-"AI Engineer": ["AI Model Deployment", "Machine Learning Engineering", "Deep Learning", "AI Tools and Frameworks"],
-"Generative AI Specialist (GenAI)": ["Generative Models", "GANs (Generative Adversarial Networks)", "Creative AI Applications", "Ethics in AI"],
-"Generative Business Intelligence Specialist (GenBI)": ["Automated Data Analysis", "Business Intelligence Tools", "Predictive Analytics", "AI in Business Strategy"]
-
-
-}
-
-levels = ['Beginner','Intermediate','Advanced']
-
-Question_Difficulty = ['Easy','Medium','Hard']
-
-
-st.header("Select AI:")
-model = st.radio("Model", [ "Gemini","Open AI",])
-st.write("Selected option:", model)
-
-
-
-# Header and description
-st.title("Interview Practice Bot 📚")
-st.text("Choose the role and topic for your Interview.")
-
-# User input for quiz generation
-## Layout in columns
-col4, col1, col2 = st.columns([1, 1, 1])
-col5, col3 = st.columns([1, 1])
-
-
-with col4:
-    selected_level = st.selectbox('Select level of understanding', levels)
-
-with col1:
-    selected_topic_level = st.selectbox('Select Role', list(roles_and_topics.keys()))
-
-with col2:
-    selected_topic = st.selectbox('Select Topic', roles_and_topics[selected_topic_level])
-
-
-
-
-
-with col5:
-    selected_Question_Difficulty = st.selectbox('Select Question Difficulty', Question_Difficulty)
-
-with col3:
-    num_quizzes = st.slider('Number of Questions', min_value=1, max_value= 10, value=1)
-
-submit = st.button('Generate Questions')
-st.write(selected_topic_level, selected_topic, num_quizzes, selected_Question_Difficulty, selected_level, model)
-
-# Final Response
-if submit:
-    questions,answers = GetLLMResponse(selected_topic_level, selected_topic, num_quizzes, selected_Question_Difficulty, selected_level, model)
-   
-    with st.spinner("Generating Quizzes..."):
-        questions,answers =  GetLLMResponse(selected_topic_level, selected_topic, num_quizzes, selected_Question_Difficulty, selected_level, model)
-        st.success("Quizzes Generated!")
-
-
-        
-        # Display questions and answers in a table
-        if questions:
-            st.subheader("Quiz Questions and Answers:")
-            # Prepare data for the table
-            col1, col2 = st.columns(2)
-            with col1:
-                st.subheader("Questions")
-                
-                st.write(questions)
-            
-            with col2:
-                st.subheader("Answers")
-
-                st.write(answers)
-
-           
-
-        else:
-            st.warning("No Quiz Questions and Answers")
+def app():
+    roles_and_topics = {      
+    
+    "Front-End Developer": ["HTML/CSS", "JavaScript and Frameworks (React, Angular, Vue.js)", "Responsive Design", "Browser Compatibility"],
+    "Back-End Developer": ["Server-Side Languages (Node.js, Python, Ruby, PHP)", "Database Management (SQL, NoSQL)", "API Development", "Server and Hosting Management"],
+    "Full-Stack Developer": ["Combination of Front-End and Back-End Topics", "Integration of Systems", "DevOps Basics"],
+    "Mobile Developer": ["Android Development (Java, Kotlin)", "iOS Development (Swift, Objective-C)", "Cross-Platform Development (Flutter, React Native)"],
+    "Data Scientist": ["Statistical Analysis", "Machine Learning Algorithms", "Data Wrangling and Cleaning", "Data Visualization"],
+    "Data Analyst": ["Data Collection and Processing", "SQL and Database Querying", "Data Visualization Tools (Tableau, Power BI)", "Basic Statistics"],
+    "Machine Learning Engineer": ["Supervised and Unsupervised Learning", "Model Deployment", "Deep Learning", "Natural Language Processing"],
+    "DevOps Engineer": ["Continuous Integration/Continuous Deployment (CI/CD)", "Containerization (Docker, Kubernetes)", "Infrastructure as Code (Terraform, Ansible)", "Cloud Platforms (AWS, Azure, Google Cloud)"],
+    "Cloud Engineer": ["Cloud Architecture", "Cloud Services (Compute, Storage, Networking)", "Security in the Cloud", "Cost Management"],
+    "Cybersecurity Analyst": ["Threat Detection and Mitigation", "Security Protocols and Encryption", "Network Security", "Incident Response"],
+    "Penetration Tester": ["Vulnerability Assessment", "Ethical Hacking Techniques", "Security Tools (Metasploit, Burp Suite)", "Report Writing and Documentation"],
+    "Project Manager": ["Project Planning and Scheduling", "Risk Management", "Agile and Scrum Methodologies", "Stakeholder Communication"],
+    "UX/UI Designer": ["User Research", "Wireframing and Prototyping", "Design Principles", "Usability Testing"],
+    "Quality Assurance (QA) Engineer": ["Testing Methodologies", "Automation Testing", "Bug Tracking", "Performance Testing"],
+    "Blockchain Developer": ["Blockchain Fundamentals", "Smart Contracts", "Cryptographic Algorithms", "Decentralized Applications (DApps)"],
+    "Digital Marketing Specialist": ["SEO/SEM", "Social Media Marketing", "Content Marketing", "Analytics and Reporting"],
+    "AI Research Scientist": ["AI Theory", "Algorithm Development", "Neural Networks", "Natural Language Processing"],
+    "AI Engineer": ["AI Model Deployment", "Machine Learning Engineering", "Deep Learning", "AI Tools and Frameworks"],
+    "Generative AI Specialist (GenAI)": ["Generative Models", "GANs (Generative Adversarial Networks)", "Creative AI Applications", "Ethics in AI"],
+    "Generative Business Intelligence Specialist (GenBI)": ["Automated Data Analysis", "Business Intelligence Tools", "Predictive Analytics", "AI in Business Strategy"]
+    
+    
+    }
+    
+    levels = ['Beginner','Intermediate','Advanced']
+    
+    Question_Difficulty = ['Easy','Medium','Hard']
+    
+    
+    st.header("Select AI:")
+    model = st.radio("Model", [ "Gemini","Open AI",])
+    st.write("Selected option:", model)
+    
+    
+    
+    # Header and description
+    st.title("Interview Practice Bot 📚")
+    st.text("Choose the role and topic for your Interview.")
+    
+    # User input for quiz generation
+    ## Layout in columns
+    col4, col1, col2 = st.columns([1, 1, 1])
+    col5, col3 = st.columns([1, 1])
+    
+    
+    with col4:
+        selected_level = st.selectbox('Select level of understanding', levels)
+    
+    with col1:
+        selected_topic_level = st.selectbox('Select Role', list(roles_and_topics.keys()))
+    
+    with col2:
+        selected_topic = st.selectbox('Select Topic', roles_and_topics[selected_topic_level])
+    
+    
+    
+    
+    
+    with col5:
+        selected_Question_Difficulty = st.selectbox('Select Question Difficulty', Question_Difficulty)
+    
+    with col3:
+        num_quizzes = st.slider('Number of Questions', min_value=1, max_value= 10, value=1)
+    
+    submit = st.button('Generate Questions')
+    st.write(selected_topic_level, selected_topic, num_quizzes, selected_Question_Difficulty, selected_level, model)
+    
+    # Final Response
+    if submit:
+        questions,answers = GetLLMResponse(selected_topic_level, selected_topic, num_quizzes, selected_Question_Difficulty, selected_level, model)
+       
+        with st.spinner("Generating Quizzes..."):
+            questions,answers =  GetLLMResponse(selected_topic_level, selected_topic, num_quizzes, selected_Question_Difficulty, selected_level, model)
+            st.success("Quizzes Generated!")
+    
+    
             
-else:
-    st.warning("Click the 'Generate Quizzes' button to create quizzes.")
+            # Display questions and answers in a table
+            if questions:
+                st.subheader("Quiz Questions and Answers:")
+                # Prepare data for the table
+                col1, col2 = st.columns(2)
+                with col1:
+                    st.subheader("Questions")
+                    
+                    st.write(questions)
+                
+                with col2:
+                    st.subheader("Answers")
+    
+                    st.write(answers)
+    
+               
+    
+            else:
+                st.warning("No Quiz Questions and Answers")
+                
+    else:
+        st.warning("Click the 'Generate Quizzes' button to create quizzes.")