Description

This FAQ Chatbot knowledge is based on scraped web pages or additional documents that you provide.
It can accurately answer user queries and has a caching system to shorten response time and limit the number of connections to the OpenAI API. Additionally, it possesses dynamic response functionality to keep users engaged while waiting for a response.

Usage

1. In create_embeddings.py, update the URLs you want to scrape and embed the information into the Chroma database. By default, the URL is set to the OpenPIM Wikipedia page.
2. Run $ python create_embeddings.py.
3. Run $ python create_cache.py.
   You can then integrate this chatbot into your web app or site to enhance visitor service.
   (You must use your own OpenAI API key)

Environment

Server: Python (Django)
Frontend: Plain JavaScript
Database: SQLite, Chroma database
API (used): OpenAI