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import gradio as gr |
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from openai import OpenAI |
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import time |
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def generate_questions(api_key, role, experience): |
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if not api_key: |
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return "[ERROR] Please enter your OpenRouter API key" |
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client = OpenAI( |
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base_url="https://openrouter.ai/api/v1", |
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api_key=api_key, |
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) |
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try: |
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completion = client.chat.completions.create( |
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extra_headers={ |
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"HTTP-Referer": "http://localhost:7860", |
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"X-Title": "AI Mock Interview", |
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}, |
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model="deepseek/deepseek-v3-base:free", |
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messages=[ |
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{ |
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"role": "system", |
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"content": "You are a professional interview coach. Generate relevant interview questions.", |
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}, |
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{ |
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"role": "user", |
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"content": f"Act as an interviewer for a {role} position requiring {experience} experience. Generate 5 technical questions and 3 behavioral questions. Present them in a numbered list." |
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} |
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] |
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) |
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return completion.choices[0].message.content |
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except Exception as e: |
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return f"[ERROR] API call failed: {str(e)}" |
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def get_feedback(api_key, questions, answer): |
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if not api_key: |
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return "[ERROR] Please enter your OpenRouter API key" |
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client = OpenAI( |
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base_url="https://openrouter.ai/api/v1", |
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api_key=api_key, |
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) |
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try: |
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completion = client.chat.completions.create( |
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extra_headers={ |
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"HTTP-Referer": "http://localhost:7860", |
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"X-Title": "AI Mock Interview", |
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}, |
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model="deepseek/deepseek-v3-base:free", |
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messages=[ |
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{ |
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"role": "system", |
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"content": "You are an interview coach analyzing candidate responses.", |
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}, |
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{ |
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"role": "user", |
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"content": f"Interview questions:\n{questions}\n\nCandidate answer:\n{answer}\n\nProvide constructive feedback focusing on: clarity, relevance, technical accuracy, and suggestions for improvement. Structure your feedback with clear sections." |
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} |
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] |
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) |
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return completion.choices[0].message.content |
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except Exception as e: |
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return f"[ERROR] API call failed: {str(e)}" |
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with gr.Blocks(theme=gr.themes.Soft()) as demo: |
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gr.Markdown("# AI Mock Interview Practice 🤖💼") |
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with gr.Row(): |
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api_key = gr.Textbox( |
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label="OpenRouter API Key", |
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placeholder="Enter your API key here", |
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type="password" |
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) |
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with gr.Tab("Interview Setup"): |
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role = gr.Textbox(label="Desired Job Role") |
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experience = gr.Dropdown( |
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label="Experience Level", |
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choices=["Entry-level", "Mid-level", "Senior", "Executive"], |
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value="Mid-level" |
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) |
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generate_btn = gr.Button("Generate Interview Questions") |
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with gr.Tab("Practice Session"): |
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questions = gr.Textbox(label="Generated Questions", lines=10, interactive=False) |
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answer = gr.Textbox(label="Your Answer", lines=8, placeholder="Type your response here...") |
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feedback_btn = gr.Button("Get Feedback") |
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with gr.Tab("Feedback"): |
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feedback = gr.Textbox(label="Expert Feedback", lines=12, interactive=False) |
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generate_btn.click( |
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fn=generate_questions, |
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inputs=[api_key, role, experience], |
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outputs=questions |
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) |
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feedback_btn.click( |
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fn=get_feedback, |
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inputs=[api_key, questions, answer], |
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outputs=feedback |
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) |
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if __name__ == "__main__": |
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demo.launch() |
