🧠 GenAI Capstone - AI Study Companion

Welcome to the GenAI Study Companion, a multi-modal, GenAI-powered learning assistant that helps you summarize Pega Academy missions, YouTube videos, and blog articles—then turns them into study plans, quizzes, and more.

🔗 Live App: https://ai-study-companion.streamlit.app/

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✨ Features

📘 Pega Mission Study Guide

• Scrapes multi-step Pega Academy missions.
• Generates summaries, quizzes, and key concepts.
• Provides structured JSON and timeline-style study plans.
• Q&A support with vector search + Gemini fallback.

📺 YouTube Summarizer

• Summarizes videos via transcripts.
• Handles long transcripts by chunking.
• Gemini summarization for insights and key points.

📰 Blog & Article Summarizer

• Enter any blog or article URL.
• Extracts readable content, generates bullet summary, highlights, and topics.

💬 Ask Me Anything (RAG)

• Asks free-form questions about Pega missions.
• Uses FAISS vector store and Gemini fallback.
• Displays chat history with timestamps and feedback.

✅ GenAI Features Covered

• Gemini Pro API (text + summarization + evaluation)
• Few-shot prompting
• Retrieval Augmented Generation (RAG)
• Vector embeddings with FAISS
• Document understanding (video + web)
• Controlled generation with structured JSON
• Long-context handling
• Evaluation of AI outputs (summary & quiz)

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🚀 Running the Application Locally

1. Clone the Repository

git clone https://github.com/yourusername/genai-capstone.git
cd genai-capstone

2. Create and Activate a Virtual Environment

python -m venv venv
source venv/bin/activate  # On Windows use venv\Scripts\activate

3. Install the Required Dependencies

pip install -r requirements.txt

4. Set the Gemini API Key

Set the GOOGLE_API_KEY environment variable:

export GOOGLE_API_KEY="your_api_key"  # On Windows use: set GOOGLE_API_KEY=your_api_key

🧪 Running the Apps

You can run either app directly or both through a single launcher.

Option A: Standalone Apps

streamlit run genai_urlsumriz/app.py
# This launches the YouTube/blog summarizer.

streamlit run AIstudy_companion/app.py
# This launches the full Pega study companion with a radio toggle for modes.

🔮 Limitations

Gemini API context window limits.

Limited evaluation scoring (mostly qualitative).

No login/authentication or persistent user data.

Transcripts and blog parsing may fail for noisy content.

🌱 Future Enhancements

Add file/document upload (PDF, DOCX).

Daily learning reminders and progress tracking.

Save and revisit previous study sessions.

Collaborative study group rooms.

Enhanced visualizations and analytics.

🧑‍💻 Author

Built with ❤️ by manGo

📅 Capstone Project - Google GenAI Intensive Q1 2025

🌐 Live App: https://ai-study-companion.streamlit.app/

Medium Post: Mediuum Article

Kaggle Notebook: Public Kaggle NoteBook

📸 Screenshots

🔹 Summary View

🔹 Video Summarizer

🔹 Ask Me Anything (RAG)