Update app.py
Browse files
app.py
CHANGED
@@ -1,3 +1,4 @@
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import streamlit as st
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import json
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import zipfile
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@@ -10,21 +11,133 @@ from dotenv import load_dotenv
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# Load environment variables
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load_dotenv()
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#
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# Initialize agents
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topic_agent = TopicAgent(
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content_agent = ContentAgent(
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slide_agent = SlideAgent()
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code_agent = CodeAgent()
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# Streamlit UI
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st.set_page_config(page_title="Workshop in a Box", layout="wide")
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st.image("https://i.imgur.com/3fXQ0DB.png", width=200)
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st.title("🤖 Workshop in a Box")
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st.caption("Generate corporate AI training workshops in minutes")
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# app.py
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import streamlit as st
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import json
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import zipfile
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# Load environment variables
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load_dotenv()
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# Initialize OpenAI API key
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if os.getenv("OPENAI_API_KEY"):
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openai.api_key = os.getenv("OPENAI_API_KEY")
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# Combined agent classes
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class TopicAgent:
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def generate_outline(self, topic, duration, difficulty):
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if not openai.api_key:
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return self._mock_outline(topic, duration, difficulty)
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try:
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response = openai.ChatCompletion.create(
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model="gpt-4",
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messages=[
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{"role": "system", "content": "You're an expert corporate trainer creating AI workshop outlines"},
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{"role": "user", "content": (
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f"Create a {duration}-hour {difficulty} workshop outline on {topic}. "
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"Include: 1) Key learning goals, 2) 4 modules with titles and durations, "
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"3) Hands-on exercises per module. Output as JSON."
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)}
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]
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)
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return json.loads(response.choices[0].message.content)
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except:
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return self._mock_outline(topic, duration, difficulty)
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def _mock_outline(self, topic, duration, difficulty):
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return {
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"topic": topic,
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"duration": f"{duration} hours",
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"difficulty": difficulty,
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"goals": [
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f"Master advanced {topic} techniques",
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"Develop industry-specific applications",
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"Build and evaluate complex AI workflows",
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"Implement best practices for production"
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],
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"modules": [
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{
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"title": f"Fundamentals of {topic}",
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"duration": "30 min",
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"learning_points": [
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"Core principles and terminology",
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"Patterns and anti-patterns",
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"Evaluation frameworks"
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]
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},
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{
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"title": f"{topic} for Enterprise Applications",
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"duration": "45 min",
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"learning_points": [
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"Industry-specific use cases",
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"Integration with existing systems",
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"Scalability considerations"
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]
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}
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]
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}
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class ContentAgent:
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def generate_content(self, outline):
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if not openai.api_key:
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return self._mock_content(outline)
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try:
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response = openai.ChatCompletion.create(
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model="gpt-4",
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messages=[
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{"role": "system", "content": "You create detailed workshop content from outlines"},
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{"role": "user", "content": (
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f"Create workshop content from this outline: {json.dumps(outline)}. "
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"Include: 1) Detailed scripts, 2) Speaker notes, 3) 3 quiz questions per module, "
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"4) Hands-on exercises. Output as JSON."
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)}
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]
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)
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return json.loads(response.choices[0].message.content)
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except:
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return self._mock_content(outline)
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def _mock_content(self, outline):
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return {
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"workshop_title": f"Mastering {outline['topic']}",
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"modules": [
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{
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"title": module["title"],
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"script": f"Comprehensive script for {module['title']}...",
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"speaker_notes": f"Key talking points: {', '.join(module['learning_points'])}",
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"exercises": [f"Exercise about {point}" for point in module["learning_points"]],
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"quiz": [
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{
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"question": f"Question about {module['title']}",
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"options": ["A", "B", "C", "D"],
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"answer": "A"
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}
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]
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} for module in outline["modules"]
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]
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}
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class SlideAgent:
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def generate_slides(self, content):
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markdown_slides = f"# {content['workshop_title']}\n\n"
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for i, module in enumerate(content["modules"]):
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markdown_slides += f"## Module {i+1}: {module['title']}\n\n"
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markdown_slides += f"### Key Learning Points:\n- {module['speaker_notes']}\n\n"
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markdown_slides += "### Exercises:\n"
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for j, exercise in enumerate(module["exercises"]):
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markdown_slides += f"{j+1}. {exercise}\n"
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markdown_slides += "\n---\n"
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return markdown_slides
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class CodeAgent:
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def generate_code(self, content):
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return f"# {content['workshop_title']} Code Labs\n\n" + \
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"import pandas as pd\n\n" + \
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"# Hands-on exercises for:\n" + \
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"\n".join([f"# - {module['title']}" for module in content["modules"]])
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# Initialize agents
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topic_agent = TopicAgent()
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content_agent = ContentAgent()
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slide_agent = SlideAgent()
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code_agent = CodeAgent()
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# Streamlit UI
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st.set_page_config(page_title="Workshop in a Box", layout="wide")
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st.title("🤖 Workshop in a Box")
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st.caption("Generate corporate AI training workshops in minutes")
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