Create app.py

app.py

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+import gradio as gr
+from huggingface_hub import InferenceClient
+
+client = InferenceClient(
+    model="Qwen/Qwen2.5-3B-Instruct",
+    token=None  # Uses the Space's built-in HF token automatically
+)
+
+SYSTEM_PROMPT = """You are a brutally honest but helpful senior hiring manager with 15 years of experience.
+Your job is to tell candidates EXACTLY why they will be rejected — not a vague match score, but a specific, actionable rejection explanation.
+
+You must output your response in this exact structure:
+
+## ❌ Why You Will Likely Be Rejected
+[2-3 specific, direct sentences about the core mismatch]
+
+## 🔍 Top 3 Skill Gaps
+1. [Gap 1 — specific technology or skill missing]
+2. [Gap 2]
+3. [Gap 3]
+
+## 📂 Missing Projects/Experience
+- [What kind of project would fill this gap]
+- [Another project]
+- [Another project]
+
+## 🔑 Missing Keywords (for ATS systems)
+[comma-separated list of keywords from the job description not present in the resume]
+
+## 📅 30-Day Improvement Plan
+**Week 1:** [Specific action]
+**Week 2:** [Specific action]
+**Week 3:** [Specific action]
+**Week 4:** [Specific action — ideally a project to show]
+
+## 💡 One Honest Verdict
+[One sentence: should they apply now, in 3 months, or pivot entirely?]
+
+Be specific. Name actual technologies. Do not be vague. Do not be encouraging unless there is a real reason to be."""
+
+
+def analyze(resume_text, job_description):
+    if not resume_text.strip() or not job_description.strip():
+        return "⚠️ Please paste both your resume and the job description."
+
+    user_message = f"""Here is the candidate's resume:
+---
+{resume_text}
+---
+
+Here is the job description they want to apply to:
+---
+{job_description}
+---
+
+Tell them exactly why they will be rejected and what to do about it."""
+
+    try:
+        response = client.chat_completion(
+            messages=[
+                {"role": "system", "content": SYSTEM_PROMPT},
+                {"role": "user", "content": user_message}
+            ],
+            max_tokens=1024,
+            temperature=0.7,
+        )
+        return response.choices[0].message.content
+    except Exception as e:
+        return f"❌ Error: {str(e)}\n\nTry refreshing the page and clicking the button again."
+
+EXAMPLE_RESUME = """Name: Priya Sharma
+Education: M.S. Computer Science, 2024
+
+Skills: Python, PyTorch, NLP, Transformers, BERT fine-tuning, HuggingFace, scikit-learn, pandas, numpy
+
+Projects:
+- Sentiment analysis model on Twitter data using BERT
+- Named Entity Recognition system for biomedical text
+- Research paper: "Improving low-resource NER with cross-lingual transfer"
+
+Experience:
+- ML Research Intern, university NLP lab (6 months)
+- TA for Introduction to Machine Learning course"""
+
+EXAMPLE_JD = """Senior ML Engineer — Infrastructure
+Company: CloudScale Inc.
+
+Requirements:
+- 3+ years deploying ML models at scale in production
+- Strong knowledge of Kubernetes, Docker, MLflow
+- Experience with distributed training (Horovod, DeepSpeed)
+- Familiarity with AWS SageMaker or GCP Vertex AI
+- Python, Go, or Rust for systems-level work
+- Experience with data pipelines: Spark, Kafka, Airflow
+- Nice to have: ONNX optimization, TensorRT, model quantization"""
+
+
+with gr.Blocks(
+    theme=gr.themes.Soft(),
+    title="Rejected Before Applying",
+    css="""
+    .header { text-align: center; margin-bottom: 20px; }
+    .warning-box { background: #fff3cd; border-left: 4px solid #ff6b35; padding: 12px; border-radius: 6px; }
+    """
+) as demo:
+    gr.HTML("""
+    <div class='header'>
+        <h1>💔 Rejected Before Applying</h1>
+        <p style='font-size:1.1em; color:#666;'>
+            Find out <b>exactly why</b> your resume won't make it — before you waste the application.
+        </p>
+        <p style='color:#888; font-size:0.9em;'>Powered by Qwen2.5-3B • No data stored • Brutal honesty guaranteed</p>
+    </div>
+    """)
+
+    with gr.Row():
+        with gr.Column():
+            resume_input = gr.Textbox(
+                label="📄 Your Resume (paste as plain text)",
+                placeholder="Paste your resume here — skills, experience, education, projects...",
+                lines=15,
+                value=EXAMPLE_RESUME
+            )
+        with gr.Column():
+            jd_input = gr.Textbox(
+                label="💼 Job Description (paste the full JD)",
+                placeholder="Paste the job description here...",
+                lines=15,
+                value=EXAMPLE_JD
+            )
+
+    analyze_btn = gr.Button("🔍 Analyse My Rejection", variant="primary", size="lg")
+
+    output = gr.Markdown(label="Your Rejection Report")
+
+    analyze_btn.click(
+        fn=analyze,
+        inputs=[resume_input, jd_input],
+        outputs=output
+    )
+
+    gr.HTML("""
+    <div style='text-align:center; margin-top:20px; color:#aaa; font-size:0.85em;'>
+        Built for the 🤗 Build Small Hackathon • Small model, real talk
+    </div>
+    """)
+
+demo.launch()