Flowise: Simplifying LLM Application Development
Flowise is an intuitive tool designed to streamline the process of building applications that leverage Large Language Models (LLMs). Its drag and drop interface enables users to create customized LLM flows effortlessly, making it an essential resource for both novice developers and experienced tech enthusiasts.
Quick Start
Flowise encourages fast and easy setup for users who want to get started immediately.
-
Installation: Ensure NodeJS version 18.15.0 or higher is installed on your system. Install Flowise using npm:
npm install -g flowise
-
Start Flowise: Launch the application with:
npx flowise start
For added security, you can start Flowise with a username and password:
npx flowise start --FLOWISE_USERNAME=user --FLOWISE_PASSWORD=1234
-
Accessing the Interface: Open your web browser and navigate to http://localhost:3000 to start building your LLM applications.
Docker Integration
Flowise also supports Docker, providing flexibility for deployment:
Docker Compose
- Clone the Flowise repository.
- Navigate to the
docker
directory, copy the.env.example
file, rename it to.env
, and execute:docker compose up -d
- Access Flowise at http://localhost:3000. To stop the containers, use
docker compose stop
.
Docker Image
- Locally build the Docker image:
docker build --no-cache -t flowise .
- Run the image:
docker run -d --name flowise -p 3000:3000 flowise
- Stop the running image with:
docker stop flowise
Developer Setup
Flowise supports a flexible development environment, organizing its code into distinct modules including a Node.js backend (server
), React frontend (ui
), and components
for third-party integrations.
Prerequisite: Install pnpm
, an efficient package manager:
npm i -g pnpm
Setup Process:
-
Clone the repository:
git clone https://github.com/FlowiseAI/Flowise.git
-
Navigate to the project directory:
cd Flowise
-
Install all necessary dependencies:
pnpm install
-
Build the project:
pnpm build
If you encounter memory issues, increase Node.js heap size:
export NODE_OPTIONS="--max-old-space-size=4096" pnpm build
-
Start the application:
pnpm start
Access the app via http://localhost:3000.
-
Development can be optimized with a
dev
environment for auto-reloading:pnpm dev
Authentication and Configuration
Enhance security by adding FLOWISE_USERNAME
and FLOWISE_PASSWORD
in your .env
file. Flowise allows custom configuration through environment variables, as documented in their extensive documentation.
Self-Hosted Deployment
For robust use, Flowise can be deployed on various platforms such as AWS, Azure, Digital Ocean, and more. Detailed deployment guides are available for self-hosting.
Community and Support
Flowise fosters a collaborative community, inviting users to contribute, discuss, and innovate. Join their Discord for support or to be part of the conversation.
Flowise is licensed under the Apache License Version 2.0, ensuring open access and contribution opportunities. For further information, visit their GitHub repository or view the Flowise Docs.
In summary, Flowise positions itself as a user-friendly and versatile tool for LLM applications, accommodating various stages of development from quick setup to complex deployments, while encouraging a supportive community environment.