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

Clone the repository:

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

Create a Conda environment (recommended using Python 3.10):
```
conda create --name theplantera-bot python=3.10
```
Activate the Conda environment:
```
conda activate theplantera-bot
```
Install all the dependencies :
```
pip install -r requirements.txt
```
Run the streamlit app
```
streamlit run app.py
```

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

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