⚡Dialoqbase ⚡

Create chatbots with ease

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.

Here's a demo of how it works (v0.0.23):

Want to check more demo videos? Follow me on Twitter or BlueSky for more updates.

Quick Deployments 🚀

Railway with Supabase

for more details - watch demo

Installation 🛠️

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

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

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

• On Linux:

nano .env

or

vim .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.

3. Run the docker-compose file:

docker-compose up -d

or

docker compose up -d

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

5. 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.

Stack 📚

• React
• Ant Design
• Node.js
• Fastify
• LangChain
• PostgreSQL
• Redis
• Rspack
• @waylaidwanderer/fastify-sse-v2 (Server-Sent Events)

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 (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

Embedding models

• OpenAI
• TensorFlow
• 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)

need more ? create an issue...

Contributors ✨

Interested in contributing? Check out the contributing guide.

Sponsors 💖

License 📝

MIT