Dialoqbase

What is Dialoqbase ?

Dialoqbase is an open-source application designed to facilitate the creation of custom chatbots using a personalized knowledge base. The application leverages advanced language models to generate accurate and context-aware responses. Additionally, it utilizes PostgreSQL, a robust relational database management system, for efficient vector search operations and for storing the knowledge base.

Dialoqbase 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.

• Use any language models or embedding models you want

Dialoqbase Stack 📚

• React

• Ant Design

• Node.js

• Fastify

• LangChain

• PostgreSQL

• Redis

• Rspack

• @waylaidwanderer/fastify-sse-v2 (Server-Sent Events)

How it works ?

Quick Deployments 🚀

Railway with Supabase

!Deploy on Railway

for more details - watch demo

Install Dialoqbase

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

git clone https://github.com/n4ze3m/dialoqbase.git

cd dialoqbase/docker

1. Edit the .env file and set the following environment variables:

• On Linux:

nano .env

• On Windows:

notepad .env

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

Set the DB_SECRET_KEY varible.

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.

Dialoqbase Roadmap 🗺️

Data loaders

• Website (one page only)

• Plane text

• PDF (beta)

• Web crawler (beta)

• Microsoft Word documents (beta)

• Github repository

• mp3

• mp4

• Sitemap

• Youtube

• Notion

and more…

Language models

• OpenAI

• Anthropic

• Google chat-bison-001

• fireworks.ai’s llama 2 models

• fireworks.ai’s mistral

• Local AI models

• Ollama

Embedding models

• OpenAI

• TensorFlow (removed)

• Hugging Face

• Cohere

• all-MiniLM-L6-v2 using xenova/transformers.js

• Google text-gecko-001

need more ? create an issue…

Application

• Create chatbots

• Create knowledge base

• Generate responses

• Vector search

• Bot embed script for websites

• Prompt Editor

• Chatbot API

• Chatbot theme editor

• Streaming responses

Integrations

• Web embed script

• Telegram (beta)

• Discord (beta)

• Slack

• Whatsapp (experimental)