base on Drag & drop UI to build your customized LLM flow <!-- markdownlint-disable MD030 --> <img width="100%" src="https://github.com/FlowiseAI/Flowise/blob/main/images/flowise.png?raw=true"></a> # Flowise - Build LLM Apps Easily [](https://github.com/FlowiseAI/Flowise/releases) [](https://discord.gg/jbaHfsRVBW) [](https://twitter.com/FlowiseAI) [](https://star-history.com/#FlowiseAI/Flowise) [](https://github.com/FlowiseAI/Flowise/fork) English | [中文](./i18n/README-ZH.md) | [日本語](./i18n/README-JA.md) | [한국어](./i18n/README-KR.md) <h3>Drag & drop UI to build your customized LLM flow</h3> <a href="https://github.com/FlowiseAI/Flowise"> <img width="100%" src="https://github.com/FlowiseAI/Flowise/blob/main/images/flowise.gif?raw=true"></a> ## ⚡Quick Start Download and Install [NodeJS](https://nodejs.org/en/download) >= 18.15.0 1. Install Flowise ```bash npm install -g flowise ``` 2. Start Flowise ```bash npx flowise start ``` With username & password ```bash npx flowise start --FLOWISE_USERNAME=user --FLOWISE_PASSWORD=1234 ``` 3. Open [http://localhost:3000](http://localhost:3000) ## 🐳 Docker ### Docker Compose 1. Clone the Flowise project 2. Go to `docker` folder at the root of the project 3. Copy `.env.example` file, paste it into the same location, and rename to `.env` file 4. `docker compose up -d` 5. Open [http://localhost:3000](http://localhost:3000) 6. You can bring the containers down by `docker compose stop` ### Docker Image 1. Build the image locally: ```bash docker build --no-cache -t flowise . ``` 2. Run image: ```bash docker run -d --name flowise -p 3000:3000 flowise ``` 3. Stop image: ```bash docker stop flowise ``` ## 👨‍💻 Developers Flowise has 3 different modules in a single mono repository. - `server`: Node backend to serve API logics - `ui`: React frontend - `components`: Third-party nodes integrations - `api-documentation`: Auto-generated swagger-ui API docs from express ### Prerequisite - Install [PNPM](https://pnpm.io/installation) ```bash npm i -g pnpm ``` ### Setup 1. Clone the repository ```bash git clone https://github.com/FlowiseAI/Flowise.git ``` 2. Go into repository folder ```bash cd Flowise ``` 3. Install all dependencies of all modules: ```bash pnpm install ``` 4. Build all the code: ```bash pnpm build ``` <details> <summary>Exit code 134 (JavaScript heap out of memory)</summary> If you get this error when running the above `build` script, try increasing the Node.js heap size and run the script again: export NODE_OPTIONS="--max-old-space-size=4096" pnpm build </details> 5. Start the app: ```bash pnpm start ``` You can now access the app on [http://localhost:3000](http://localhost:3000) 6. For development build: - Create `.env` file and specify the `VITE_PORT` (refer to `.env.example`) in `packages/ui` - Create `.env` file and specify the `PORT` (refer to `.env.example`) in `packages/server` - Run ```bash pnpm dev ``` Any code changes will reload the app automatically on [http://localhost:8080](http://localhost:8080) ## 🔒 Authentication To enable app level authentication, add `FLOWISE_USERNAME` and `FLOWISE_PASSWORD` to the `.env` file in `packages/server`: ``` FLOWISE_USERNAME=user FLOWISE_PASSWORD=1234 ``` ## 🌱 Env Variables Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. Read [more](https://github.com/FlowiseAI/Flowise/blob/main/CONTRIBUTING.md#-env-variables) ## 📖 Documentation [Flowise Docs](https://docs.flowiseai.com/) ## 🌐 Self Host Deploy Flowise self-hosted in your existing infrastructure, we support various [deployments](https://docs.flowiseai.com/configuration/deployment) - [AWS](https://docs.flowiseai.com/deployment/aws) - [Azure](https://docs.flowiseai.com/deployment/azure) - [Digital Ocean](https://docs.flowiseai.com/deployment/digital-ocean) - [GCP](https://docs.flowiseai.com/deployment/gcp) - [Alibaba Cloud](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Flowise社区版) - <details> <summary>Others</summary> - [Railway](https://docs.flowiseai.com/deployment/railway) [](https://railway.app/template/pn4G8S?referralCode=WVNPD9) - [Render](https://docs.flowiseai.com/deployment/render) [](https://docs.flowiseai.com/deployment/render) - [HuggingFace Spaces](https://docs.flowiseai.com/deployment/hugging-face) <a href="https://huggingface.co/spaces/FlowiseAI/Flowise"><img src="https://huggingface.co/datasets/huggingface/badges/raw/main/open-in-hf-spaces-sm.svg" alt="HuggingFace Spaces"></a> - [Elestio](https://elest.io/open-source/flowiseai) [](https://elest.io/open-source/flowiseai) - [Sealos](https://cloud.sealos.io/?openapp=system-template%3FtemplateName%3Dflowise) [](https://cloud.sealos.io/?openapp=system-template%3FtemplateName%3Dflowise) - [RepoCloud](https://repocloud.io/details/?app_id=29) [](https://repocloud.io/details/?app_id=29) </details> ## ☁️ Flowise Cloud [Get Started with Flowise Cloud](https://flowiseai.com/) ## 🙋 Support Feel free to ask any questions, raise problems, and request new features in [discussion](https://github.com/FlowiseAI/Flowise/discussions) ## 🙌 Contributing Thanks go to these awesome contributors <a href="https://github.com/FlowiseAI/Flowise/graphs/contributors"> <img src="https://contrib.rocks/image?repo=FlowiseAI/Flowise" /> </a> See [contributing guide](CONTRIBUTING.md). Reach out to us at [Discord](https://discord.gg/jbaHfsRVBW) if you have any questions or issues. [](https://star-history.com/#FlowiseAI/Flowise&Date) ## 📄 License Source code in this repository is made available under the [Apache License Version 2.0](LICENSE.md). ", Assign "at most 3 tags" to the expected json: {"id":"2278","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"