Virtual Assistant for an E-commerce application

Fine tuned an open source Large language model (Llama2) using PEFT , LoRA for a chatbot application. (https://theplantera.com/ )

Installation

1. Clone the repository:

   git clone https://github.com/enviz/theplantera-bot.git
   

2. Create a Conda environment (recommended using Python 3.10):

   conda create --name theplantera-bot python=3.10
   

3. Activate the Conda environment:

   conda activate theplantera-bot
   

4. Install all the dependencies :

   pip install -r requirements.txt
   

5. Run the streamlit app

   streamlit run app.py
   

Notebooks and Fine-Tuning

Explore the notebooks folder for data creation pipelines and fine-tuning code for the Llama2 model.

Contributing

If you wish to contribute to this project, feel free to fork the repository and submit pull requests.