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What are Nodes?

Nodes are the building blocks of flows. Each node performs a specific function, defines typed inputs/outputs, and can be composed to create reliable automations. Nodes are organized by capability so you can quickly find the right tool for the job.

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AI Processing

AI Processing nodes understand and generate content using language and vision models.
Nodes: Generate Text, Generate Fields, CategorizerPrimary Functions:
  • Content creation and text generation
  • Structured data extraction from text
  • Classification and categorization
  • Form filling and template completion
Nodes: Interpret Image, Generate Image, Transform Image, Interpret AudioPrimary Functions:
  • Image analysis and understanding
  • Visual content generation
  • Image transformation and editing
  • Multimodal content processing
Nodes: Agent, CoWorker, Web ResearchPrimary Functions:
  • Multi-step reasoning and planning
  • Tool use and external integrations
  • Complex task execution
  • Autonomous decision making
Nodes: Summarizer, Webpage Reader, Enrich CompanyPrimary Functions:
  • Domain-specific analysis
  • Content summarization
  • Data enrichment and enhancement
  • Specialized text processing
AI Processing Capabilities:
  • Advanced language processing for generation and structured outputs
  • Computer vision and multimodal understanding
  • Agentic flows with tool use and multi‑step reasoning

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Data & Files

Data & Files nodes transform, extract, and generate content from files and data.
Nodes: File to Text, Text to File, Download File, Merge FilesPrimary Functions:
  • Document extraction and text conversion
  • File creation and generation
  • Archive handling and compression
  • File merging and combination
Nodes: File to Base64, File to PathPrimary Functions:
  • Format conversion between file types
  • Data encoding and decoding
  • File path manipulation
  • Binary data handling
Nodes: Overlay Image on PDF, Fill File Template, Fill Excel Template, PDF Form FillerPrimary Functions:
  • Template filling and customization
  • Form processing and completion
  • Content updates and modifications
  • Document generation from templates
Nodes: Read Webpage, Make API RequestPrimary Functions:
  • Web data extraction and scraping
  • API integration and requests
  • External service communication
  • Real-time data retrieval
Nodes: Run CodePrimary Functions:
  • Custom logic implementation
  • Specialized data processing
  • External library integration
  • Complex calculations
Data & Files Capabilities:
  • Document extraction with OCR fallback
  • Template/file generation from variables and data
  • API requests and custom code for flexible pipelines

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Logic & Control

Logic & Control nodes route, filter, and transform data to shape execution.
Nodes: ConditionPrimary Functions:
  • Branching logic and decision making
  • Intelligent filtering and routing
  • Rule-based data processing
  • Dynamic flow control
Nodes: Filter List Values, List to Single Value, Single Value to List, Count List ItemsPrimary Functions:
  • Collection processing and filtering
  • Data aggregation and summarization
  • List transformation and conversion
  • Item counting and enumeration
Nodes: Join paths, Extract from StructuredPrimary Functions:
  • Execution path routing and merging
  • Structured data extraction
  • Flow synchronization
  • Data path management
Nodes: Combine Text, Extract Fields, Merge File and Text, Markdown to HTMLPrimary Functions:
  • Text manipulation and combination
  • Field extraction from content
  • Format conversion and transformation
  • Content merging and processing
Logic & Control Capabilities:
  • Deterministic and AI‑assisted conditions
  • List filtering, counting, and structure conversion
  • Path routing and text/data extraction

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