metadata

title: FlowLab
emoji: 🏢
colorFrom: pink
colorTo: green
sdk: gradio
sdk_version: 5.33.1
app_file: app.py
pinned: false
short_description: AI app builder using Workflows
tags:
  - custom-component-track

🎨 FlowForge - Visual AI App Builder

Build AI apps with visual workflows - no code required

FlowLab automatically creates custom Gradio apps for your workflows, you can also design the layout of your gradio apps

A powerful visual workflow builder that transforms drag-and-drop designs into production-ready AI applications. Create sophisticated AI workflows through an intuitive interface and deploy them instantly to Modal.

Create your own AI apps, be it MCP Agents, AI agents, AI workflows, RAG and more all with a simple UI and a lot of customization options. This App uses Llama Index Backend in all nodes.

The App also can deploy models directly from huggingface.

Feel free to reach out to me if you have any doubts or are unable to run the App. - jaya11vibhav@gmail.com

🏷️ Tags

custom-component-track

🚀 Live Demo

🔗 Try FlowForge Live

📹 Demo Video

🎥 Watch FlowForge in Action Shows the complete workflow creation, design, and deployment process

Tools used -

1) Modal - For app deployment (The workflow can automatically deploy apps onto Modal on its own).

2) Nebius - API for LLMs and Image Generation Models

3) Anthropic - LLMs

4) OpenAI - LLMs

5) HuggingFace - Spaces, Models (Supports multiple models from huggingface)

6) Gradio - Custom Components

✨ What is FlowLab?

FlowForge revolutionizes AI app development by providing a visual, no-code interface for creating sophisticated AI workflows. Instead of writing complex code, users simply drag and drop components, connect them visually, and deploy production-ready applications.

🎯 Key Features

🎨 Visual Workflow Builder: Drag-and-drop interface powered by SvelteFlow
🧠 25+ AI Components: Pre-built nodes for OpenAI, Anthropic, RAG, search, and more
🎪 Custom UI Designer: Optional visual interface designer for your apps
⚡ Instant Deployment: One-click deployment to Modal with auto-scaling
🔧 No Code Required: Build production AI apps without programming
🤖 AI-Powered Generation: Uses Claude to generate optimized Python code

🛠️ Technical Innovation

Custom Gradio Components

FlowForge introduces several cutting-edge custom Gradio components:

WorkflowBuilder Component: A sophisticated visual editor built with Svelte and TypeScript
- Real-time workflow validation
- Dynamic property panels
- Advanced connection system
- Export capabilities
GradioDesigner Component: Visual UI designer for creating custom interfaces
- Drag-and-drop UI building
- Component property editing
- Layout management
IFrameComponent: Seamless app preview integration

AI Agent Architecture

The system acts as an intelligent agent that:

Analyzes user-created workflows
Generates optimized Python/Gradio code using Claude
Validates workflow integrity and completeness
Deploys applications with proper resource allocation
Monitors deployment status and provides feedback

🎯 Supported Workflow Types

🤖 AI & Language Processing

ChatModel: OpenAI, Anthropic integration
Prompt Engineering: Dynamic prompt templates
Text Generation: Hugging Face models
ReAct Agents: LlamaIndex-powered reasoning agents

📚 RAG & Knowledge Systems

Knowledge Base: Document ingestion and indexing
RAG Query: Semantic search and retrieval
Vector Storage: Persistent knowledge management

🌐 API & Web Integration

Web Search: Real-time search capabilities
API Requests: REST API integration
Webhooks: Event-driven triggers

🎨 Multimodal Capabilities

Image Generation: DALL-E, Stable Diffusion, Nebius
Speech Processing: Text-to-speech and speech-to-text
Vision Models: Image analysis and understanding

🤝 MCP Integration (Future)

MCP Connections: Model Context Protocol servers
MCP Agents: Standardized tool integration
Cross-Platform: Compatible with Claude Desktop, Cursor

🏗️ How It Works

1. 🎨 Create Workflow

Simply drag and drop nodes and fill in the parameters. Then click on save workflow.

2. 🖌️ Design Interface (Optional)

Optional step, here you can use the modified workflow component to design the layout of your AI app. Simply drag and drop the nodes which represent the gradio component and design them as you like it.

3. 🚀 Deploy Application

Update the Modal Configuration according to your app's needs, if unsure simply click on "Build and Deploy App" and the LLM will take care of the deployment for you.

Done!!

Takes about 1 to 5 minutes depending on the complexity of the workflow.

Once done you will receive a URL to your app fully deployed on Modal. You can also view your app in the IFrame in the same window.

Feel free to explore!

Thank You!