- Description: Understand and practice Generative AI, prompt-engineering, HuggingFace models implementation, LLMs, vector databases, Retrieval-Augmented Generation (RAG), and more.
- Tech stack: PyTorch, scikit-learn
- Demo:
- (For project isolation) create & activate a virtual environment (dependencies are installed within the virtual environment other than system-wide & all subsequent steps will be performed within the virtual environment):
python -m venv .venv source .venv/bin/activate
- Upgrade the pip package manager to the latest version within the current Python environment:
python -m pip install --upgrade pip
- Install Python dependencies listed in a
requirements.txt
file:pip install -r requirements.txt
- (If necessary) Update the
requirements.txt
file:pip freeze > requirements.txt
, so others can install all the packages and their respective versions specified in the requirements.txt file.