Create app.py

app.py

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+# skill_assessment_tool/app.py
+import ast
+from textblob import TextBlob
+from transformers import pipeline
+import gradio as gr
+
+# Coding Test Analyzer
+def analyze_code(code_str):
+    try:
+        tree = ast.parse(code_str)
+        complexity = sum(1 for node in ast.walk(tree) if isinstance(node, ast.For))
+        return {"syntax": "valid", "complexity": complexity, "score": min(100, 90 - complexity * 5)}
+    except SyntaxError:
+        return {"syntax": "invalid", "complexity": 0, "score": 20}
+
+# Video Interview Analyzer (simplified, assumes text input)
+def analyze_video_response(text):
+    blob = TextBlob(text)
+    sentiment = blob.sentiment.polarity  # -1 to 1
+    comm_score = max(50, int((sentiment + 1) * 50))  # Normalize to 0-100
+    return {"communication": comm_score, "confidence": comm_score - 10}
+
+# Behavioral Response Analyzer
+def analyze_behavioral_response(text):
+    classifier = pipeline("sentiment-analysis", model="distilbert-base-uncased-finetuned-sst-2-english")
+    result = classifier(text)[0]
+    adapt_score = 80 if result["label"] == "POSITIVE" else 60
+    return {"adaptability": adapt_score}
+
+# Report Generator
+def generate_report(tech_score, comm_score, adapt_score):
+    return {
+        "Technical Skills": tech_score,
+        "Communication": comm_score,
+        "Adaptability": adapt_score,
+        "Overall": round((tech_score + comm_score + adapt_score) / 3, 2)
+    }
+
+# Main function for Gradio
+def assess_candidate(code, video_text, behavioral_text):
+    code_result = analyze_code(code)
+    video_result = analyze_video_response(video_text)
+    behavioral_result = analyze_behavioral_response(behavioral_text)
+
+    report = generate_report(
+        code_result["score"],
+        video_result["communication"],
+        behavioral_result["adaptability"]
+    )
+
+    # Return as a formatted string (Gradio outputs text or UI elements)
+    output = (
+        f"Report:\n"
+        f"Technical Skills: {report['Technical Skills']}/100\n"
+        f"Communication: {report['Communication']}/100\n"
+        f"Adaptability: {report['Adaptability']}/100\n"
+        f"Overall: {report['Overall']}/100\n\n"
+        f"Details:\n"
+        f"Code Analysis: {code_result}\n"
+        f"Video Analysis: {video_result}\n"
+        f"Behavioral Analysis: {behavioral_result}"
+    )
+    return output
+
+# Gradio Interface
+interface = gr.Interface(
+    fn=assess_candidate,
+    inputs=[
+        gr.Textbox(lines=5, label="Coding Test Submission", placeholder="Paste your Python code here..."),
+        gr.Textbox(lines=3, label="Video Interview Response", placeholder="Type your response (e.g., transcribed video)..."),
+        gr.Textbox(lines=3, label="Behavioral Response", placeholder="How do you handle team conflict?...")
+    ],
+    outputs=gr.Textbox(label="Assessment Report"),
+    title="Skill Assessment Tool",
+    description="Enter code, video response, and behavioral text to get a skill assessment report."
+)
+
+# Launch the app
+interface.launch(server_name="0.0.0.0", server_port=7860)