Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| import google.generativeai as genai | |
| import os | |
| from dotenv import load_dotenv | |
| # Load environment variable | |
| load_dotenv() | |
| API_KEY = os.getenv("GEMINI_API_KEY") | |
| genai.configure(api_key=API_KEY) | |
| model = genai.GenerativeModel("gemini-pro") | |
| # --- AI Functions --- | |
| def generate_resume(name, email, phone, summary, experience, education, skills): | |
| prompt = f""" | |
| Create a professional resume using the following details: | |
| Name: {name} | |
| Email: {email} | |
| Phone: {phone} | |
| Summary: | |
| {summary} | |
| Experience: | |
| {experience} | |
| Education: | |
| {education} | |
| Skills: | |
| {skills} | |
| Format it clearly and professionally. | |
| """ | |
| response = model.generate_content(prompt) | |
| return response.text | |
| def score_resume(resume, job_desc): | |
| prompt = f""" | |
| Evaluate how well the following resume matches the job description below. | |
| Return a match score out of 100 and specific, actionable suggestions to improve the resume. | |
| Resume: | |
| {resume} | |
| Job Description: | |
| {job_desc} | |
| """ | |
| response = model.generate_content(prompt) | |
| return response.text | |
| def refine_section(section_text, instruction): | |
| prompt = f"Refine this section according to the instruction.\nInstruction: {instruction}\nText: {section_text}" | |
| response = model.generate_content(prompt) | |
| return response.text | |
| # --- Gradio UI --- | |
| with gr.Blocks() as demo: | |
| gr.Markdown("## 🤖 AI Resume Builder using Gemini") | |
| with gr.Tab("1️⃣ Generate Resume"): | |
| name = gr.Textbox(label="Name") | |
| email = gr.Textbox(label="Email") | |
| phone = gr.Textbox(label="Phone") | |
| summary = gr.Textbox(label="Professional Summary") | |
| experience = gr.Textbox(label="Experience") | |
| education = gr.Textbox(label="Education") | |
| skills = gr.Textbox(label="Skills") | |
| resume_output = gr.Textbox(label="Generated Resume", lines=15) | |
| generate_btn = gr.Button("Generate Resume") | |
| generate_btn.click( | |
| fn=generate_resume, | |
| inputs=[name, email, phone, summary, experience, education, skills], | |
| outputs=resume_output | |
| ) | |
| with gr.Tab("2️⃣ Score Resume Against Job"): | |
| resume_input = gr.Textbox(label="Your Resume", lines=10) | |
| job_desc = gr.Textbox(label="Job Description", lines=5) | |
| score_output = gr.Textbox(label="Match Score & Suggestions", lines=10) | |
| score_btn = gr.Button("Evaluate") | |
| score_btn.click( | |
| fn=score_resume, | |
| inputs=[resume_input, job_desc], | |
| outputs=score_output | |
| ) | |
| with gr.Tab("3️⃣ Refine Resume Section"): | |
| section_input = gr.Textbox(label="Resume Section", lines=5) | |
| instruction_input = gr.Textbox(label="Refinement Instruction") | |
| refined_output = gr.Textbox(label="Refined Text", lines=5) | |
| refine_btn = gr.Button("Refine") | |
| refine_btn.click( | |
| fn=refine_section, | |
| inputs=[section_input, instruction_input], | |
| outputs=refined_output | |
| ) | |
| demo.launch() | |