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https://github.com/n4ze3m/dialoqbase
Create chatbots with ease
https://github.com/n4ze3m/dialoqbase
anthropic chatbot chatgpt claude code-llama codellama cohere docx google-palm gpt-3 gpt-4 huggingface langchain llama localai mistral pdf private-gpt privategpt
Last synced: 4 days ago
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Create chatbots with ease
- Host: GitHub
- URL: https://github.com/n4ze3m/dialoqbase
- Owner: n4ze3m
- License: mit
- Created: 2023-06-04T07:18:56.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-15T14:24:20.000Z (3 months ago)
- Last Synced: 2024-10-29T17:12:21.084Z (3 months ago)
- Topics: anthropic, chatbot, chatgpt, claude, code-llama, codellama, cohere, docx, google-palm, gpt-3, gpt-4, huggingface, langchain, llama, localai, mistral, pdf, private-gpt, privategpt
- Language: TypeScript
- Homepage: https://dialoqbase.n4ze3m.com/
- Size: 2.31 MB
- Stars: 1,618
- Watchers: 27
- Forks: 265
- Open Issues: 36
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Security: SECURITY.md
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README
⚡Dialoqbase ⚡
Create chatbots with ease
[](https://discord.gg/SPE3npH7Wu)
[](https://github.com/n4ze3m/dialoqbase/actions/workflows/build.yml)
[](https://github.com/n4ze3m/dialoqbase/blob/master/LICENSE)
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):
[](https://www.youtube.com/watch?v=D3X3ZIYsT_w)
Want to check more demo videos? Follow me on [Twitter](https://twitter.com/n4ze3m) or [BlueSky](https://bsky.app/profile/n4ze3m.com) for more updates.
## Quick Deployments 🚀
### Railway (One-click deployment)
[](https://railway.app/template/TXdjD7?referralCode=olbszX)
## Installation 🛠️
1. Clone the repository and navigate to the docker directory:
```bash
git clone https://github.com/n4ze3m/dialoqbase.git
cd dialoqbase/docker
```
2. Edit the `.env` :
- On Linux:
```bash
nano .env
```
or
```bash
vim .env
```
- On Windows:
```bash
notepad .env
```
Set the `DB_SECRET_KEY` varible.
3. Run the docker-compose file:
```bash
docker-compose up -d
```
or
```bash
docker compose up -d
```
4. Open your browser and go to `http://localhost:3000`.
5. Log in using the default credentials:
```bash
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](https://reactjs.org/)
- [Ant Design](https://ant.design/)
- [Node.js](https://nodejs.org/)
- [Fastify](https://www.fastify.io/)
- [LangChain](https://langchain.com/)
- [PostgreSQL](https://www.postgresql.org/)
- [Redis](https://redis.io/)
- [Rspack](https://rspack.dev)
- [@waylaidwanderer/fastify-sse-v2](https://github.com/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 | ✅ |
need more ? create an issue...
### Integrations
| Type | Stage | Status |
| ----------- | ----------- | ------ |
| Web embed script | stable | ✅ |
| Telegram | beta | ✅ |
| Discord | beta | ✅ |
| Slack | development | ❌ |
| Whatsapp | experimental | ✅ |
need more ? create an issue...
This project is tested with BrowserStack.
## Contributors ✨
Interested in contributing? Check out the [contributing guide](CONTRIBUTION.md).
## Sponsors 💖
Dialoqbase nothing without the support of our wonderful sponsors. If you are interested in becoming a sponsor, please visit the [sponsorship page](https://github.com/sponsors/n4ze3m).
### Wonderful Sponsors
And many more wonderful supporters from [Ko-fi](https://ko-fi.com/n4ze3m).
## License 📝
[MIT](LICENSE)