n4ze3m/dialoqbase — stars, momentum and ranking

⚡Dialoqbase ⚡

Create chatbots with ease

[!IMPORTANT] Project status: Archived. This repository is archived and read-only — it is no longer actively developed and will not receive new features, issues, or pull requests. Forks are welcome if you'd like to continue the project. For critical security vulnerabilities, please email the maintainer; I may temporarily unarchive the repo to ship a fix.

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 (One-click deployment)

Installation 🛠️

Clone the repository and navigate to the docker directory:

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

Edit the .env :

On Linux:

nano .env

vim .env

On Windows:

notepad .env

Set the DB_SECRET_KEY varible.

Run the docker-compose file:

docker-compose up -d

docker compose up -d

Open your browser and go to http://localhost:3000.
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.
Use any language models or embedding models you want

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

Loader	Status
Website	✅
Plain text	✅
PDF	✅
Web crawler	✅
Microsoft Word documents	✅
Github repository	✅
mp3	✅
mp4	✅
Sitemap	✅
Youtube	✅
Notion	❌

Language models

Provider	Models
OpenAI	gpt-3.5-turbo, gpt-3.5-turbo-16k, gpt-4, gpt-4-0613, gpt-3.5-instruct, gpt-3.5-turbo-1106, gpt-4-1106-preview
Anthropic	Claude 1, Claude 2
Google	chat-bison-001, Gemini
Fireworks	Llama 2, Mistral, Mixtral and more
Local AI	Local AI models
Ollama	All Ollama supported models

Embedding models

Provider	Models	Status
OpenAI	text-embedding-ada-002	✅
TensorFlow	universal-sentence-encoder	❌
Hugging Face	distilbert-base-uncased	✅
Cohere	Embed	✅
Huggingface Transformers.js	all-MiniLM-L6-v2	✅
Ollama	Ollama embedding	✅
Google	text-gecko-001, embedding-001	✅
Jina	Jina embedding	✅