Small experiments and notebooks for prompt engineering, HF models, and quick GenAI prototypes.

• notebooks/01_text_generation.ipynb — Quick HuggingFace text-generation experiments (GPT-2, DistilGPT-2).
• notebooks/02_summarization.ipynb — Summarization experiments using BART, T5, Pegasus models.
• notebooks/03_qa_with_context.ipynb — Retrieval-based QA with context and FAISS indexing.
• notebooks/04_prompt_engineering.ipynb — Few shot and CoT demonstration
• src/ — Helper scripts for PDF ingestion, text chunking, embeddings, FAISS index, and QA pipeline.
• data/ — PDF files and other dataset resources.
• requirements.txt — Python dependencies for the project.

1. Clone:

   git clone https://github.com/lydiamavin/genai-sandbox.git
   cd genai-sandbox
   

2. Create venv & install:

   python3 -m venv .venv
   source .venv/bin/activate
   pip install -r requirements.txt
   

3. Run notebook or the small script:

   python notebooks/01_text_generation.py