NLP

CourseTA - AI Teaching Assistant CourseTA is an Agentic AI-powered teaching assistant that helps educators process educational content, generate questions, create summaries, and build Q&A systems. Features File Upload: Upload PDF documents or audio/video files for automatic text extraction Question Generation: Create True/False or Multiple Choice questions from your content Content Summarization: Extract main points and generate comprehensive summaries Question Answering: Ask questions and get answers specific to your uploaded content Demo Requirements Python 3.9+ Dependencies listed in requirements.txt FFmpeg (for audio/video processing) Ollama (optional, for local LLM support) Installation Clone this repository: ...

Usage Clone the repository: 1 git clone https://github.com/Sh-31/ImgCap.git Install the required dependencies: 1 2 pip3 install -r requirements.txt python3 -q -m spacy download en_core_web_sm Download the model checkpoint (manual step): ImgCap (CNN + LSTM): Download checkpoint ImgCap (CNN + LSTM + Attention): Download checkpoint Place the model checkpoint in the appropriate directory: For CNN + LSTM + Attention: ImgCap/trainning/checkpoints/attention For CNN + LSTM: ImgCap/trainning/checkpoints Run the main script (Gradio GUI for inference): ...