bytedance/flowgram.ai

Features

• AI Workflow Builders - Provides a drag-and-drop canvas with zoom, pan, and node alignment for constructing AI workflows visually.
• AI Workflow Platforms - An extensible framework for building AI workflow platforms with a visual canvas, forms, and variable management.
• Visual Workflow Builders - Provides a drag-and-drop visual canvas for constructing AI workflows with zoom, pan, and animations.
• Large Language Model Integration - Provides built-in LLM integration for calling models with system and user prompts within workflow steps.
• Workflow Step Sequencers - Workflow builder parses a workflow definition and runs each node in sequence, managing data flow and the full lifecycle.
• Workflow Variable Injections - Workflow builder creates named typed containers that pass data between workflow nodes, acting as structured messengers for user inputs and computed results.
• Workflow Execution Engines - Parsing directed graph workflows and running nodes step by step with state tracking and array iteration.
• Workflow State Tracking - Workflow builder records execution history and current state, giving visibility into the progress of a running workflow.
• Workflow Document State Managers - Managing tree-based workflow documents with undo/redo, clipboard, and batch node operations.
• Data Loading - Workflow builder loads workflow data into the editor from a JSON object or external source, supporting initial load and dynamic reload.
• Canvas Workflow Automation - Provides a free-form workflow canvas for placing nodes anywhere with flexible connection lines.
• Workflow Node Clipboard Operations - Workflow builder provides selection and clipboard services for copying, cutting, and pasting workflow nodes.
• Document State Commands - Workflow builder dispatches and manages commands that modify the workflow document state.
• Modular Workflow Editor Extensions - Extending workflow editors with custom layers, data models, and form engines via modular architecture.
• Plugin Configuration Forms - Offers built-in configuration forms with variable scope chains for setting up workflow node properties.
• Workflow Node Form Definitions - Provides a single-configuration form engine for workflow nodes with built-in rendering and validation.
• Directed Graph Workflow Definitions - Workflow builder describes a workflow using a JSON structure of nodes and edges to specify task order and logic.
• Entity Component Systems - Uses an Entity-Component-System architecture to manage workflow nodes as composable entities.
• Structured Workflow Canvases - Provides a structured grid canvas with drag-and-drop for building predictable workflow layouts.
• Type-Inferred Scope Chains - Provides variable scope chains with automatic type inference from upstream data structures.
• Workflow Variable Scopes - Defining, scoping, and auto-inferring typed variables that pass data between workflow nodes.
• Cross-Step Variable Stores - Workflow builder keeps variable data available throughout a workflow run, letting steps read and write shared values.
• Workflow Variable Scopes - Workflow builder restricts each variable's visibility to specific workflow nodes, preventing data pollution and unintended cross-node access.
• Path-Pattern Side Effects - Workflow builder runs custom logic when node data is initialized or modified, using path patterns to target specific fields.
• Operational Command Histories - Implements a command-based history system that records document mutations for undo and redo.
• Conditional Branching - Workflow builder evaluates a condition at a decision point and sends execution down the matching branch path.
• Document Model - Structures workflow nodes as a tree using an Entity-Component-System architecture for data and behavior separation.
• Workflow Node Form Management - Manages node configuration forms with full CRUD, validation, side effects, and error handling.
• AI Workflow Node Configurations - Configuring AI model, code, HTTP, database, and conditional nodes with forms, validation, and variable scoping.
• Code Editors - Workflow builder provides a code editor for writing and running custom script logic within workflow nodes.
• Prompt Editors - Workflow builder offers a prompt editor with optional variable insertion for configuring large language model interactions.
• Node-Tree Data Models - Organizes workflow nodes in a parent-child tree using an ECS architecture for data and behavior separation.
• Incremental Rendering Updates - Workflow builder updates only the visual parts affected by a data change, avoiding full re-renders for better performance.
• Workflow Document Trees - Organizes workflow nodes in a tree-based document model with full CRUD and traversal operations.
• Workflow Iteration Engines - Workflow builder runs a sub-workflow for each element in an array, processing items one at a time.
• Workflow Nodes - Renders workflow nodes on the canvas using built-in renderers for fixed or free layout editors.
• Canvas Node Renderers - Renders workflow nodes on the canvas with dedicated components for different layout modes.
• Workflow Node Input-Output Schemas - Ships a form engine for defining and validating node inputs and outputs with automatic schema generation.
• Reactive Canvas Layers - Provides a layered reactive canvas that updates only affected layers on data changes.
• Document Command Executions - Workflow builder executes predefined operations on the workflow document through a command service for structured modifications.
• Canvas-Based Workflow Editors - Building drag-and-drop workflow editors with zoom, pan, and node alignment for AI pipelines and process automation.
• Free-Form Canvas Layouts - Provides a free-form canvas for placing nodes anywhere with flexible connection lines.
• Undo-Redo History - Implements a command-based undo/redo history for reverting and reapplying workflow edits.
• Workflow Branching Control - Provides branch group management with collapse and expand for simplifying complex workflow layouts.
• Component-Based Data Composition - Assembles complex data objects from independent components for targeted subsystem consumption.
• State Auto-Saving - Monitors canvas changes and triggers debounced auto-save to persist the latest workflow state.
• Snap Alignment Libraries - Ships snap alignment libraries for aligning nodes to visual guides during drag operations.
• JSON Editors - Workflow builder provides a JSON editor with variable support for configuring HTTP request bodies and parameters.
• Workflow - Implements variable assignment nodes with automatic type inference for workflow data flow management.
• Automatic Variable Type Inference - Automatically infers and synchronizes variable types across connected workflow nodes.
• Modular Data Model Extensions - Enables modular extension of data models with new types and rendering logic without altering existing code.
• SQL Editors - Workflow builder provides a SQL editor with variable support and condition rows for configuring database operations.
• Loop Node Implementations - Provides loop nodes that iterate over arrays with automatic type derivation for item and index variables.
• Canvas Pan and Zoom Controls - Ships interactive pan and zoom controls for navigating the workflow canvas at different detail levels.
• Canvas Auto-Layout Arrangers - Provides auto-layout functionality to organize scattered workflow nodes into clean arrangements.
• Nested Sub-Canvas Editors - Provides nested sub-canvases for editing loops and sub-processes without cluttering the main workflow.
• Canvas Node Multi-Selection - Supports box-selection and simultaneous dragging of multiple workflow nodes on the canvas.
• Custom Layer Renderers - Allows inserting custom React layers into the canvas for drawing visuals like SVG lines.
• Canvas Node Selection States - Manages selection state of workflow nodes for user interaction and focus on specific elements.
• Data Composition Components - Ships a component-based data composition system for assembling complex workflow data objects.
• Path-Based Form Validators - Workflow builder checks field values against rules on data change or blur, supporting path-based matching and dynamic validators.

Star history