Jeju-Tour-Chatbot

Jeju Tour Chatbot using Solar LLM model of Upstage.

This is my project for Global AI Week - AI Hackathon (Upstage, August 2024)

🚀 DEMO video: Here

1. Prepare Your Virtual Environment

Create a new virtual environment:
```
python3.10 -m venv new_jeju_upstage
```
Activate the virtual environment:
```
source new_jeju_upstage/bin/activate
```
Install libraries:
```
pip install -r requirements.txt
```

2. Run Streamlit python code for the web page

run streamlit_run.sh

3. Enter in the website link

4. Chat with Solar model and have fun!

The sections where Upstage API

Where Upstage API is used: solar_predibase_0818_final.ipynb (for fine-tuning Solar model) and streamlit_jeju_multi-turn-final.py (for generate using fine-tuned Solar model & base Solar model)

References list

How to preprocess the source dataset: source_dataset_make_1st.ipynb
How to fine-tune Solar model on multi-turn conversation task: solar_predibase_0818_final.ipynb
Where to get my own Google Maps API: Google Cloud Platform