E-commerce Chatbot

This is the tiny project that constructs the chatbot using by langchain and streamlit.

Data

The data comes from a small part of pxmart 隔日達 https://pxbox.es.pxmart.com.tw/ and put in data/ folder.

Setup

Python version 3.9.13

Install the package

pip install -r requirements.txt

You need to create .env in the root.

The .env should be like

OPENAI_API_KEY = <your token>
HUGGINGFACEHUB_API_TOKEN = <your token>
USE_OPENAI_LLM = True

Must set the USE_OPENAI_LLM to True or False. If you want to use huggingface embedding, recommend to use GPU.

Start up

Start backend (fastapi and langchain)

python app.py

Srart frontend (streamlit)

streamlit run frontend.py

Demo

We can use English to ask questions to chatbot althought the dataset is Chinese.

Another demo screenshot that shows I want to throw a barbecue party and ask the chatbot for the right ingredients.