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Update app.py
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app.py
CHANGED
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@@ -3,11 +3,10 @@ from huggingface_hub import InferenceClient
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import re
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import random
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#
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def load_questions(file_path):
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with open(file_path, 'r') as f:
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data = f.read()
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question_blocks = re.split(r'Question:\s*', data)[1:]
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questions = []
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for block in question_blocks:
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@@ -20,7 +19,7 @@ def load_questions(file_path):
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all_questions = load_questions('knowledge.txt')
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#
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questions_by_type = {
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'Technical': [q for q in all_questions if any(keyword in q['question'].lower() for keyword in [
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'function', 'linked list', 'url', 'rest', 'graphql', 'garbage', 'cap theorem', 'sql', 'hash table',
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@@ -35,7 +34,7 @@ questions_by_type = {
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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#
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def set_type(choice, user_profile):
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user_profile["interview_type"] = choice
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return "Great! What’s your background and what field/role are you aiming for?", user_profile
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@@ -52,7 +51,6 @@ def respond(message, chat_history, user_profile):
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chat_history.append((message, bot_msg))
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return chat_history
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# interview process
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if message_lower == 'start':
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interview_type = user_profile['interview_type']
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selected_questions = questions_by_type.get(interview_type, [])
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@@ -72,14 +70,13 @@ def respond(message, chat_history, user_profile):
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if message_lower == 'stop' and user_profile.get("interview_in_progress"):
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user_profile['interview_in_progress'] = False
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bot_msg = "Interview stopped. Type 'feedback' if you'd like me to analyze your answers.
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chat_history.append((message, bot_msg))
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return chat_history
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if user_profile.get("interview_in_progress"):
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q_index = user_profile['current_q']
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user_profile['user_answers'].append(message)
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q_index += 1
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user_profile['current_q'] = q_index
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@@ -87,7 +84,7 @@ def respond(message, chat_history, user_profile):
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bot_msg = f"Next question: {user_profile['questions'][q_index]['question']}"
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else:
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user_profile['interview_in_progress'] = False
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bot_msg = "Interview complete! Type 'feedback' if you'd like me to analyze your answers.
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chat_history.append((message, bot_msg))
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return chat_history
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@@ -96,7 +93,7 @@ def respond(message, chat_history, user_profile):
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chat_history.append((message, feedback))
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return chat_history
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#
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messages = [{"role": "system", "content": f"You are a professional interviewer conducting a {user_profile['interview_type']} interview for a candidate in {user_profile['field']}."}]
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for q, a in chat_history:
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messages.append({"role": "user", "content": q})
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@@ -118,98 +115,60 @@ def generate_feedback(user_profile):
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if match:
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fb = f"Question {i+1}: ✅ Good job!"
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else:
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fb = f"Question {i+1}: ❌ Missed
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feedback.append(fb)
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return "\n".join(feedback)
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#
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with gr.Blocks(css="""
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body {
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}
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color: #2c3e50;
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margin-bottom: 10px;
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}
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img {
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display: block;
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margin-left: auto;
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margin-right: auto;
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border-radius: 15px;
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
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}
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button {
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font-size: 16px;
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padding: 12px 24px;
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background-color: #3B82F6;
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color: white;
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border: none;
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border-radius: 10px;
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transition: background-color 0.3s ease;
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}
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button:hover {
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background-color: #2563EB;
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}
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.gr-chatbot {
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background-color: #ffffff;
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border-radius: 15px;
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padding: 20px;
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
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max-height: 600px;
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overflow-y: auto;
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}
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textarea {
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font-size: 15px;
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border-radius: 10px;
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padding: 10px;
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border: 1px solid #ddd;
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}
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input[type="text"] {
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font-size: 15px;
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border-radius: 10px;
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padding: 10px;
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border: 1px solid #ddd;
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}
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.gr-textbox {
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background-color: #f9fafb;
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border-radius: 10px;
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padding: 10px;
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}
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""") as demo:
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user_profile = gr.State({"interview_type": "", "field": "", "interview_in_progress": False})
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chat_history = gr.State([])
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gr.Markdown(
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gr.Markdown("### Step 1: Choose Interview Type")
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with gr.Row():
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type_output = gr.Textbox(label="Bot response", interactive=False)
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btn1.click(set_type, inputs=[gr.Textbox(value="Technical", visible=False), user_profile], outputs=[type_output, user_profile])
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btn2.click(set_type, inputs=[gr.Textbox(value="Competency-Based Interview", visible=False), user_profile], outputs=[type_output, user_profile])
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btn3.click(set_type, inputs=[gr.Textbox(value="Case", visible=False), user_profile], outputs=[type_output, user_profile])
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gr.Markdown("### Step 2: Enter Your Background")
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background = gr.Textbox(label="Your background and field/goal")
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background_btn = gr.Button("Submit")
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background_output = gr.Textbox(label="Bot response", interactive=False)
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background_btn.click(save_background, inputs=[background, user_profile], outputs=[background_output, user_profile])
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send_btn.click(respond, inputs=[msg, chat_history, user_profile], outputs=[chatbot], queue=False)
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send_btn.click(lambda: "", None, msg, queue=False)
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import re
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import random
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# Load questions (your original backend)
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def load_questions(file_path):
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with open(file_path, 'r') as f:
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data = f.read()
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question_blocks = re.split(r'Question:\s*', data)[1:]
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questions = []
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for block in question_blocks:
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all_questions = load_questions('knowledge.txt')
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# Question categorization (same as your existing code)
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questions_by_type = {
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'Technical': [q for q in all_questions if any(keyword in q['question'].lower() for keyword in [
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'function', 'linked list', 'url', 'rest', 'graphql', 'garbage', 'cap theorem', 'sql', 'hash table',
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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# Backend logic (all functions same as before — no changes)
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def set_type(choice, user_profile):
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user_profile["interview_type"] = choice
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return "Great! What’s your background and what field/role are you aiming for?", user_profile
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chat_history.append((message, bot_msg))
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return chat_history
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if message_lower == 'start':
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interview_type = user_profile['interview_type']
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selected_questions = questions_by_type.get(interview_type, [])
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if message_lower == 'stop' and user_profile.get("interview_in_progress"):
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user_profile['interview_in_progress'] = False
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bot_msg = "Interview stopped. Type 'feedback' if you'd like me to analyze your answers."
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chat_history.append((message, bot_msg))
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return chat_history
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if user_profile.get("interview_in_progress"):
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q_index = user_profile['current_q']
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user_profile['user_answers'].append(message)
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q_index += 1
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user_profile['current_q'] = q_index
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bot_msg = f"Next question: {user_profile['questions'][q_index]['question']}"
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else:
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user_profile['interview_in_progress'] = False
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bot_msg = "Interview complete! Type 'feedback' if you'd like me to analyze your answers."
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chat_history.append((message, bot_msg))
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return chat_history
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chat_history.append((message, feedback))
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return chat_history
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# Normal chatbot conversation
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messages = [{"role": "system", "content": f"You are a professional interviewer conducting a {user_profile['interview_type']} interview for a candidate in {user_profile['field']}."}]
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for q, a in chat_history:
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messages.append({"role": "user", "content": q})
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if match:
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fb = f"Question {i+1}: ✅ Good job!"
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else:
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fb = f"Question {i+1}: ❌ Missed key points: {correct_answers[0]}"
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feedback.append(fb)
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return "\n".join(feedback)
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# The new Intervu 2.0 UI with your design!
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with gr.Blocks(css="""
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body { background-color: #f2f4f8; font-family: 'Segoe UI', sans-serif; }
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h1 { text-align: center; color: #2c3e50; }
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img { display: block; margin: auto; width: 100px; border-radius: 20px; }
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button { font-size: 16px; padding: 10px 20px; border-radius: 10px; border: none; background-color: #3B82F6; color: white; }
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button:hover { background-color: #2563EB; }
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.gr-chatbot { background-color: white; border-radius: 15px; padding: 20px; }
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""") as demo:
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user_profile = gr.State({"interview_type": "", "field": "", "interview_in_progress": False})
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chat_history = gr.State([])
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# Header
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gr.Markdown("""
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<div style='text-align:center;'>
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<img src="images/logo.png">
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<h1>Welcome to <b>Intervu</b></h1>
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</div>
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""")
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# Step 1 - Choose Interview Type
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gr.Markdown("### Step 1: Choose Interview Type")
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with gr.Row():
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btn1 = gr.Button("Technical")
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btn2 = gr.Button("Competency-Based Interview")
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btn3 = gr.Button("Case")
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type_output = gr.Textbox(label="Bot response", interactive=False)
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btn1.click(set_type, inputs=[gr.Textbox(value="Technical", visible=False), user_profile], outputs=[type_output, user_profile])
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btn2.click(set_type, inputs=[gr.Textbox(value="Competency-Based Interview", visible=False), user_profile], outputs=[type_output, user_profile])
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btn3.click(set_type, inputs=[gr.Textbox(value="Case", visible=False), user_profile], outputs=[type_output, user_profile])
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# Step 2 - Enter Background
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gr.Markdown("### Step 2: Enter Your Background")
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background = gr.Textbox(label="Your background and field/goal")
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background_btn = gr.Button("Submit")
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background_output = gr.Textbox(label="Bot response", interactive=False)
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background_btn.click(save_background, inputs=[background, user_profile], outputs=[background_output, user_profile])
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# Step 3 - Chatbot Mode Selection
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gr.Markdown("### Choose Chat Mode")
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with gr.Row():
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gr.Button("Text-Based") # You can build voice & webcam later :)
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# Chat interface
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chatbot = gr.Chatbot(label="Interview Chat")
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msg = gr.Textbox(label="Type 'start' to begin")
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send_btn = gr.Button("Send")
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send_btn.click(respond, inputs=[msg, chat_history, user_profile], outputs=[chatbot], queue=False)
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send_btn.click(lambda: "", None, msg, queue=False)
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