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

1. Create a new virtual environment:

   python3.10 -m venv new_jeju_upstage
   

2. Activate the virtual environment:

   source new_jeju_upstage/bin/activate
   

3. 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