Visual Node Library Overview

Complete reference for all 193 nodes available in AgenticFlow's workflow builder.

This is the comprehensive catalog of all workflow nodes available in AgenticFlow, organized by category and function. Each node is a pre-built component that performs specific tasks in your automation workflows.

📋 Node Library Overview

Total Available Nodes: 193

Traditional Workflow Nodes: 183
Workforce Nodes: 10 specialized multi-agent nodes
Categories: 7 major categories with subcategories

Node Categories

Category

Node Count

Primary Use

AI & Language Models

45+

Text generation, analysis, conversation

Integration Nodes

60+

APIs, databases, external services

Data Processing

35+

Transformation, validation, analysis

Logic & Control

20+

Conditional flow, loops, decisions

Communication

15+

Email, SMS, messaging, notifications

Media Processing

15+

Images, video, audio, documents

Utilities

Helper functions, formatting, tools

🤖 AI & Language Model Nodes

Text Generation & Analysis

Node

Function

Provider

openai_ask_assistant

GPT model interactions

OpenAI

openai_ask_chat_gpt

Chat completions

OpenAI

claude_ask

Claude AI interactions

Anthropic

google_gen_ai_ask_gemini

Gemini AI processing

Google

pml_llm

PixelML language models

PixelML

llama3

Llama 3 open source model

Structured Data Extraction

Node

Function

Use Case

claude_extract_structured_data

Extract JSON from text

Data mining

openai_extract_structured_data

Structured data extraction

Form processing

string_to_json

Convert text to JSON

Data transformation

text_extract

Extract text from documents

Document processing

Search & Knowledge

Node

Function

Data Source

knowledge_retrieval

RAG-based search

Internal knowledge base

openai_search

Semantic search

OpenAI embeddings

google_search

Web search results

Google

research_deep_research

Comprehensive research

Multiple sources

📡 Integration Nodes

API & Web Services

Node

Function

Use Case

api_call

HTTP API integration

Connect any REST API

webhook

Receive webhook data

External triggers

web_scraping

Extract web content

Data collection

web_scraping_apify

Advanced web scraping

Complex extraction

firecrawl

Website crawling

Comprehensive site data

firecrawl_scrape

Targeted scraping

Specific page data

firecrawl_map

Site mapping

Discover page structure

firecrawl_extract

Content extraction

Structured web data

Data Storage & Export

Node

Function

Platform

json_to_google_sheet

Export to spreadsheet

Google Sheets

export_data_to_file

File export

Various formats

export_dataset

Dataset export

Structured data

import_dataset

Dataset import

External data

MCP (Model Context Protocol)

Node

Function

Integration Count

mcp_run_action

Execute MCP tools

300+ integrations

Third-Party Platforms

Node

Function

Platform

replicate_run_model

Run AI models

Replicate

fal_run_model

Execute models

Fal.ai

💬 Communication Nodes

Email

Node

Function

Features

send_email

Send emails

Templates, attachments

generate_email_from_template

Template-based email

Dynamic content

generate_email_from_template_fsi

FSI email templates

Financial services

generate_email_from_template_gxs

GXS email templates

Banking

Messaging Platforms

Node

Function

Platform

telegram_send_message

Send text message

telegram_send_photo

Send image

telegram_send_video

Send video

telegram_send_audio

Send audio

telegram_send_document

Send file

telegram_send_chat_action

Send typing indicator

🎨 Media Processing Nodes

Image Generation & Processing

Node

Function

Technology

generate_image

Create images from text

AI generation

generate_image_v2

Advanced image generation

Enhanced models

openai_generate_image

DALL-E image creation

OpenAI

straico_image_generate

Multi-model generation

Straico

imagine_v4

Creative image generation

Midjourney-style

enhance_image_v2

Image enhancement

AI upscaling

magic_upscale

Image upscaling

Quality improvement

Image Manipulation

Node

Function

Use Case

face_swap

Replace faces

Content creation

face_detailer

Enhance facial features

Portrait improvement

remove_background

Background removal

Product photos

inpainting

Fill image areas

Remove/replace objects

outpainting

Extend image borders

Canvas expansion

instant_background

Replace background

Scene changes

instant_background_v2

Advanced background

Better quality

hair_style

Change hairstyles

Virtual styling

image_compare

Compare images

Quality analysis

image_to_image

Transform images

Style transfer

pml_edit_image

Comprehensive editing

Multiple effects

Video Processing

Node

Function

Output

create_video

Generate videos

AI-created content

edit_video

Video editing

Professional editing

image_to_video

Animate images

Motion creation

image_to_video_v2

Advanced animation

Better quality

image_to_video_v3

Latest animation

Highest quality

text_to_video

Generate from text

AI video creation

lipsync

Synchronize lips

Dubbing/translation

video_faceswap

Face swap in video

Video manipulation

video_faceswap_pro

Professional face swap

High quality

render_video

Video rendering

Custom templates

render_video_with_preset

Preset-based rendering

Quick creation

render_audiogram_video

Audio visualization

Podcast videos

render_tiktok_video

TikTok format

Social media

Audio Processing

Node

Function

Technology

text_to_speech

Convert text to speech

AI voices

text_to_speech_custom

Custom voice synthesis

Brand voices

text_to_speech_voice_clone

Voice cloning

Personal voices

openai_text_to_speech

OpenAI TTS

High quality

speech_to_text

Transcription

Audio to text

openai_transcriptions

OpenAI Whisper

Accurate transcription

text_to_music

Generate music

AI composition

search_sound_in_yt_sound_lib

Find audio clips

YouTube library

Document Processing

Node

Function

Format Support

describe_image

Analyze image content

Visual description

html_to_image

Convert HTML to image

Web page screenshots

🔄 Data Processing Nodes

Data Transformation

Node

Function

Input/Output

string_to_json

Parse JSON

String to object

get_value_by_key

Extract values

Key-based lookup

url_to_markdown

Convert web pages

HTML to Markdown

Content Analysis

Node

Function

Platform

instagram_profile_analyzer

Analyze profiles

Instagram

instagram_scrapper

Extract data

Instagram

social_profile_analyzer

Social analysis

Multiple platforms

tiktok_user_scrapper

User data extraction

TikTok

tiktok_user_posts_scrapper

Post analysis

TikTok

Marketing & Analytics

Node

Function

Purpose

create_cx_agent

Customer experience

Agent creation

customer_segment

Segment users

Targeting

segment_user

User segmentation

Analytics

segment_user_v2

Advanced segmentation

Enhanced targeting

create_pinpoint_campaign

Campaign creation

Marketing

create_pinpoint_email_template

Email templates

AWS Pinpoint

import_pinpoint_segment

Import segments

AWS integration

⚙️ Logic & Control Nodes

Flow Control

Node

Function

Use Case

conditional

If/then/else logic

Decision making

switch

Multiple conditions

Complex routing

map

Process arrays

Batch operations

call_other_workflow

Workflow nesting

Modular design

sub_workflow

Embedded workflows

Code reuse

Code Execution

Node

Function

Language

code

Custom code execution

Multiple languages

run_javascript

JavaScript execution

Browser environment

bash

Shell commands

System operations

🛠️ Utility Nodes

Content Creation

Node

Function

Output

qr_art_v5s_plus

Artistic QR codes

Creative QR codes

qr_art_v6

Advanced QR generation

Latest version

Specialized Processing

Node

Function

Industry

blend_v4

Image blending

Creative processing

echo

Debug/testing

Development

submit_artifact

Submit results

Workflow completion

Platform Uploads

Node

Function

Platform

youtube_upload_video

Upload videos

YouTube

tiktok_upload_video

Upload videos

TikTok

👥 Workforce Nodes (Multi-Agent)

Specialized Workforce Nodes: 10

Node Type

Function

Use Case

WorkforceAgentNode

AI agent interaction

Multi-agent communication

WorkforceToolNode

Tool/workflow execution

Action delegation

WorkforceTriggerNode

Workflow triggers

Event-driven processes

WorkforceStateModifierNode

State management

Data persistence

WorkforceConditionalNode

Conditional logic

Decision trees

WorkforceLoopNode

Iteration control

Batch processing

WorkforceParallelNode

Parallel execution

Concurrent tasks

WorkforceWaitNode

Timing control

Synchronization

WorkforceAggregatorNode

Data aggregation

Result compilation

WorkforceValidatorNode

Quality control

Result validation

🔍 Node Selection Guide

Choosing the Right Node

For Text Processing

Simple Text → Built-in text processors
Complex Analysis → AI models (GPT-4, Claude)
Structured Extraction → Extract structured data nodes
Language Translation → Multi-language AI models

For Data Integration

REST APIs → api_call node
Web Content → web_scraping nodes  
Google Sheets → json_to_google_sheet
Databases → Custom API connections via MCP

For Image Tasks

Generate Images → generate_image nodes
Edit/Enhance → Image manipulation nodes
Background Work → remove_background, instant_background
Face Operations → face_swap, face_detailer

For Video Content

Create Videos → text_to_video, image_to_video
Edit Videos → edit_video node
Social Media → render_tiktok_video, platform uploads
Audio Sync → lipsync node

📊 Node Performance & Costs

Cost Considerations

High-Cost Nodes (5-15 credits)

Advanced AI models (GPT-4, Claude Sonnet)
Video generation and processing
Complex image manipulation
Deep research operations

Medium-Cost Nodes (2-5 credits)

Basic AI operations (GPT-3.5)
Image generation
Audio processing
Advanced web scraping

Low-Cost Nodes (0.1-2 credits)

Data transformation
Logic operations
Simple API calls
Text processing

Performance Tips

Batch operations: Use map nodes for multiple items
Conditional processing: Skip unnecessary operations
Right-size models: Use appropriate AI model for task complexity
Cache results: Store frequently used data

🆕 New & Updated Nodes

Recently Added (2024)

firecrawl_extract - Enhanced web data extraction
image_to_video_v3 - Latest video generation
instant_background_v2 - Improved background replacement
Enhanced MCP integrations - 50+ new tools

Coming Soon

Advanced workflow orchestration nodes
Real-time collaboration nodes
Enhanced multi-modal processing
Custom node creation tools

📚 Node Documentation

Detailed References

Each node has comprehensive documentation:

Input parameters: What data the node accepts
Output format: What the node returns
Configuration options: Available settings
Usage examples: Common implementation patterns
Error handling: Common issues and solutions

Node Categories

AI Nodes Reference - All AI and language model nodes
Integration Nodes Reference - APIs and external services
Logic Nodes Reference - Flow control and decision making

The Node Library is the foundation of AgenticFlow's powerful automation capabilities. With 193 pre-built nodes covering every major use case, you can build sophisticated workflows without custom coding. Mix and match nodes to create exactly the automation your business needs.

Need help choosing nodes? Join our Discord community where experienced users share node recommendations and implementation patterns.

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