StudNotesGpt is a Streamlit-based multimodal application that allows students to upload their notes in PPTX or PDF format and interact with them through a Retrieval-Augmented Generation (RAG) approach. Users can ask questions about their uploaded notes and get AI-powered answers.
- Upload PPTX or PDF files containing lecture notes.
- Extract text and images from uploaded files.
- Perform Optical Character Recognition (OCR) on extracted images.
- Store extracted content in a FAISS vector database.
- Query notes using AI models (Groq's LLaMA 3 or Google's Gemini 1.5 Flash).
- Get AI-generated responses based on document content.
Ensure you have Python 3.8 or later installed. Then, install the required dependencies:
pip install -r requirements.txtCreate a .env file in the root directory and add your API keys:
GROQ_API_KEY=your_groq_api_key
GOOGLE_API_KEY=your_google_api_key
Run the application using the following command:
streamlit run app.py
Feel free to submit issues and pull requests to improve StudNotes.