A web application that allows you to create custom chatbots with your own knowledge base

by React

Dialoqbase

Dialoqbase is a web application that allows you to create custom chatbots with your own knowledge base. It currently supports the OpenAI API, with plans to add more language models in the future.

Here’s a demo of how it works:

Installation

  1. Clone the repository and navigate to the docker directory:

git clone https://github.com/n4ze3m/dialoqbase.git
cd dialoqbase/docker
  1. Edit the imp.env file and set the following environment variables:
  • On Linux:
nano imp.env

or

vim imp.env
  • On Windows:
notepad imp.env

Set the OPENAI_API_KEY variable to your OpenAI API key. You can obtain an API key here

  1. Run the docker-compose file:
docker-compose up -d

or

docker compose up -d

  1. Open your browser and go to http://localhost:3000.

  2. Log in using the default credentials:

username: admin
password: admin

Important: After the first login, remember to change the default credentials.

Features

  • Create custom chatbots with your own knowledge base

  • Utilize powerful language models to generate responses

  • Utilize PostgreSQL for vector search and storing the knowledge base (eliminating the need for an additional vector database)

Stack

Disclaimer

Dialoqbase is a side project and is not ready for production. It is still in the early stages of development and may contain bugs and security issues. Use it at your own risk. Breaking changes may occur at any time without prior notice.

Roadmap

Data loaders

  • Website (one page only)
  • Plane text
  • PDF
  • Web crawler and site map
  • Github repository
  • mp3
  • Notion

and more…

Language models

  • OpenAI
  • Anthropic
  • Falcon-7B

Embedding models

  • OpenAI
  • TensorFlow
  • HuggingFace
  • Cohere

Application

  • Create chatbots
  • Create knowledge base
  • Generate responses
  • Vector search
  • Chatbot API
  • Chatbot theme editor
  • Chatbot analytics
  • UI/UX improvements

License

MIT

GitHub

View Github