base on Create chatbots with ease <h1 align="center">⚡Dialoqbase ⚡</h1> <p align="center"> Create chatbots with ease </p> <div align="center"> [](https://discord.gg/SPE3npH7Wu) [](https://github.com/n4ze3m/dialoqbase/actions/workflows/build.yml) [](https://github.com/n4ze3m/dialoqbase/blob/master/LICENSE) </div> 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): <div align="center"> [](https://www.youtube.com/watch?v=D3X3ZIYsT_w) </div> 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` <!--(see the [Environment Variables](#environment-variables) section for more details)-->: - 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 ✨ <a href="https://github.com/n4ze3m/dialoqbase/graphs/contributors"> <img src="https://contrib.rocks/image?repo=n4ze3m/dialoqbase" /> </a> 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 <a href="https://github.com/mjtechguy" target="_blank"><img src="https://avatars.githubusercontent.com/u/29070994?s=64&v=4"></a> <a href="https://github.com/senavi888" target="_blank"><img src="https://avatars.githubusercontent.com/u/161348858?s=64&v=4"></a> <a href="https://github.com/FarazPatankar" target="_blank"><img src="https://avatars.githubusercontent.com/u/10681116?s=64&v=4"></a> And many more wonderful supporters from [Ko-fi](https://ko-fi.com/n4ze3m). ## License 📝 [MIT](LICENSE) ", Assign "at most 3 tags" to the expected json: {"id":"2105","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"