# Latenode Documentation

> Documentation for Latenode — no-code automation platform (latenode.com).

## Documentation
## Get Started
- [Introduction](/get-started/introduction): Latenode is an AI workflow automation platform. Connect 5,500+ integrations, use 1,200+ AI models without API key management, and automate anything from simple tasks to multi-agent systems.
## Ways to build
- [Build manually](/get-started/ways-to-build/build-manually): Add nodes on the canvas, connect routes, and configure each step yourself.
- [AI scenario helper](/get-started/ways-to-build/build-with-ai): Describe the task in chat; the assistant proposes a plan and builds the scenario on the canvas.
- [Latenode MCP Server](/get-started/ways-to-build/build-with-mcp): Connect Cursor, Claude, or another MCP client to the Latenode MCP Server and build scenarios from your agent.
- [Template gallery](/get-started/ways-to-build/template-gallery): Copy a ready-made scenario from the gallery and adjust authorizations and settings.
## Quickstarts
- [How Latenode works](/get-started/quickstarts/how-it-works): The basics of the Latenode automation platform: scenarios, triggers, and actions.
- [Your first scenario in 15 minutes](/get-started/quickstarts/first-scenario): Build a morning news digest in 15 minutes with no code and no API keys.
- [Your first AI agent in 30 minutes](/get-started/quickstarts/first-ai-agent): Build a Telegram bot with AI and web search in 30 minutes - no code required
- [How to Plan a Scenario](/get-started/quickstarts/planning): What to think through before building an automation
- [How to Build a Scenario](/get-started/quickstarts/how-to-build-scenario): Adding nodes, connecting them, the build workflow, and passing data through the DATA tab
- [If the app or action you need isn't available](/get-started/quickstarts/no-integration): How to connect any service via HTTP Request or JavaScript when there is no ready-made integration or a specific action is missing
- [Scenario Types](/get-started/quickstarts/scenario-types): Types of automation in Latenode - from simple linear flows to multi-agent systems
- [Publishing a scenario and version history](/get-started/quickstarts/publishing): How to move a scenario from development to production, manage the active state, and roll back to previous versions
- [Creating with AI](/get-started/quickstarts/ai-creation): How to ask AI to build a scenario for you and bring it to a working state
## FAQ
- [How to get Support](/get-started/frequently-asked-questions/how-to-get-support): How to get Support
- [What Are CPU Seconds?](/get-started/frequently-asked-questions/what-is-credits): How CPU seconds measure scenario execution cost on Latenode's Pay as You Go billing.
- [What Are PnP Tokens?](/get-started/frequently-asked-questions/what-is-pnp-nodes): What PnP tokens are and how $ nodes are billed.
- [Latenode IP Address for Whitelisting](/get-started/frequently-asked-questions/latenode-ip-for-whitelisting): IPs to allow for external connections.
## Workflow Builder
- [Build with AI](/visual-builder/ai-builder-beta): AI assistant that helps you design, refine, and debug entire workflows in the Visual Builder.
- [Interface](/visual-builder/interface): How to navigate and manage scenarios in the Scenarios interface.
## Scenarios
- [Building Scenarios](/visual-builder/scenarios/building-scenarios): Steps for setting up an automation scenario in Latenode.
- [Execution History](/visual-builder/scenarios/execution-history): How to view, analyze, and debug past scenario runs.
- [Version History](/visual-builder/scenarios/version-history): Scenario version list, Development and Production branches, Selected and Production labels.
- [Publishing Scenarios](/visual-builder/scenarios/publishing-scenarios): How to publish a scenario to Production with Deploy and turn it on for live runs.
- [Import and Export](/visual-builder/scenarios/import-export): Importing and exporting scenarios.
- [Enhanced Compute Resources (Engine Tier 1)](/visual-builder/scenarios/enhanced-compute-resources): Everything about enhanced compute resources for scenarios requiring more RAM or CPU.
- [Parallel Execution Limit](/visual-builder/scenarios/parallel-execution-limit): How many scenario runs can execute at the same time in your account, how the queue works, and execution modes.
- [Platform Limits](/visual-builder/scenarios/platform-limits): Overview of platform usage limits and restrictions.
## Nodes
- [Add a Node](/visual-builder/nodes/add-a-node): How to add a node to a scenario.
- [Configure & Run a Node](/visual-builder/nodes/configure-and-run-a-node): How to configure node settings and run a node.
- [Copy Scenarios & Nodes](/visual-builder/nodes/copy-nodes): How to copy scenarios and nodes within or across accounts.
- [Authorizations](/visual-builder/authorizations): App authorizations section: where to find it, renaming, reauthorizing, and deleting.
- [Routes](/visual-builder/routes): Routes
## Data Flow
- [Passing Data](/visual-builder/data-flow/passing-data): Passing Data
- [Iterating](/visual-builder/data-flow/iterating): Iterating over data in scenarios: Iterator node, cycle connector, and after-all-iterations connector.
- [Handling Files](/visual-builder/data-flow/handling-files): How to work with files in Workflow Builder scenarios.
## Operators
- [Operators Basics](/visual-builder/operators/operators-basics): Where operators can be used (any fields) and how they work in routes (TRUE/FALSE, fallback, debugging).
- [AI tools](/visual-builder/operators/ai): Operators and placeholders for delegating field values to AI Agents and MCP clients.
- [Array Functions](/visual-builder/operators/array-functions): Processing and modifying arrays dynamically within workflows.
- [Comparisons](/visual-builder/operators/comparisons): Performing logical comparisons for decision-making in automation.
- [Functions](/visual-builder/operators/functions): Overview of built-in functions available in Latenode.
- [Functions 2](/visual-builder/operators/functions-part-2): Advanced function usage for handling complex automation scenarios.
- [Functions (date, time)](/visual-builder/operators/functions-date-time): Working with date and time functions for scheduling and time-sensitive operations.
- [Key Fields](/visual-builder/operators/key-fields): Understanding key fields and how they impact automation logic.
- [Mathematical](/visual-builder/operators/mathematical): Executing arithmetic operations inside automation workflows.
- [Variables](/visual-builder/operators/variables): Managing and manipulating variables effectively.
## Code Tools
- [JavaScript](/visual-builder/code-tools/javascript): Executing JavaScript code inside automation scenarios
- [Node.js](/visual-builder/code-tools/node-js)
- [Bun](/visual-builder/code-tools/bun): Running Bun scripts within Latenode for extended functionality.
- [Headless browser](/visual-builder/code-tools/headless-browser): Automating web interactions and UI testing using a headless browser
- [Custom JS Parameters](/visual-builder/code-tools/custom-js-parameters): Custom JS Parameters
## Guides & examples
- [Code examples](/visual-builder/code-tools/guides-and-examples/code-examples): Code examples
- [Using AI to Generate Code (Ai Node)](/visual-builder/code-tools/guides-and-examples/using-ai-to-generate-code-ai-node): Automating JavaScript code creation with AI-powered tools
- [Managing files on FTP using JS](/visual-builder/code-tools/guides-and-examples/managing-files-on-ftp-using-js): Automating file uploads, downloads, and organization on an FTP server with JavaScript
- [Write JS code on your AI IDE (Cursor, Windsurf, Github Copilot etc.)](/visual-builder/code-tools/guides-and-examples/write-js-code-on-your-ai-ide-cursor-windsurf-gi)
## Variables
- [Creating and Editing Variables](/visual-builder/variables/creating-and-editing-variables): Creating and Editing Variables
- [Variables in JavaScript Node](/visual-builder/variables/variables-in-javascript-node): Variables in JavaScript Node
- [Global Variables in JavaScript Node](/visual-builder/variables/global-variables-in-javascript-node): Global Variables in JavaScript Node
## Possible Errors
- [Scenario Building Errors](/visual-builder/possible-errors/scenario-building-errors): Common errors when building and configuring scenarios: variables, expressions, required fields, JSON, timeouts.
- [Integrations and API Errors](/visual-builder/possible-errors/integrations-api-errors): Common HTTP error codes when calling external services and APIs.
- [Platform & Limits Errors](/visual-builder/possible-errors/platform-limits-errors): Errors related to platform limits, execution limits, and resource limits.
## Error Handling
- [Node Restart on Error](/visual-builder/error-handling/node-restart-on-error): Automatically retry the request when the API returns an error (500, 503, timeout, 429, etc.).
- [Node Restart on Incorrect Response (Polling)](/visual-builder/error-handling/node-restart-on-incorrect-response): Retry the request at set intervals until the API returns the expected result (e.g. status completed).
- [Ignoring Errors](/visual-builder/error-handling/ignoring-errors): Continue scenario execution when a node fails instead of stopping the run.
## AI Agents
- [Agent Design Basics](/ai-agents/agent-design-foundations): How instructions and tools shape agent behavior — core ideas for reliable, task-oriented agents.
- [AI Agent Node](/ai-agents/ai-agent-node): Core component for building LLM-based automations using instructions, tool calls, and contextual memory.
- [Tool Design for AI Agents](/ai-agents/tool-design-for-ai-agents): Guidelines for building and naming tools agents can reliably use in automation flows.
- [Think & Plan Tools](/ai-agents/think-and-plan-tools): Reasoning tools that improve AI Agent accuracy and transparency.
- [How to Use Your Own API Keys](/ai-agents/custom-llm-connection): How to use Custom LLM Node and AI Agent with your own API keys.
## Guides & examples
- [Writing Effective Instructions (Prompting guide)](/ai-agents/guides-and-examples/writing-effective-instructions-prompting-guide): Best practices for writing agent instructions that are clear, safe, and task-focused.
- [AI Agent Examples](/ai-agents/guides-and-examples/ai-agent-examples): Examples of how AI agents can be used in real-world scenarios, including task automation, decision-making support, and multi-step workflows.
- [Multi-Agent Systems](/ai-agents/guides-and-examples/multiagent-systems): Organizing workflows using multiple agents with clear roles and data routing.
- [Guardrails for AI Agents](/ai-agents/guides-and-examples/guardrails-for-ai-agents): Strategies to control agent behavior, validate inputs and outputs, and ensure safe, predictable automation flows.
## MCP Server
- [MCP Server](/mcp-server/overview): Connect AI agents to Latenode via the MCP Server to build and run scenarios programmatically.
- [MCP Tools Reference](/mcp-server/tools): Full reference for all tools exposed by the Latenode MCP Server.
- [Run a single action](/mcp-server/run-a-single-action): Run any action from the Latenode catalog from your AI agent and get the result in chat, without creating a scenario.
## Databases
## Database
- [Working with the built-in database](/databases/database/database-basics): Built-in database: structured data in storages and collections; basics of the database and scenario nodes.
- [Querying Collection](/databases/database/querying-collection): Retrieving and analyzing data from database collections.
- [Modifying data in a collection](/databases/database/modifying-data-in-a-collection): Inserting, updating, and deleting records in database collections.
- [Using Databases from JS Code](/databases/database/using-databases-from-js-code): Accessing and interacting with database using JavaScript.
## RAG Database
- [AI Data Storage](/databases/rag-database/ai-data-storage): Store, manage, and index documents with chunking and embedding for semantic search.
- [RAG Search Node](/databases/rag-database/rag-search-node): Search documents via vector similarity using natural language queries within scenarios.
- [Using AI Agent with RAG](/databases/rag-database/using-ai-agent-with-rag): Connect AI Agent to RAG Search to build smart, document-aware automation flows.
## Account Management
- [Account Settings](/account-management/account-settings): Manage your account data, change email, and delete your account.
- [Billing](/account-management/billing-page-and-managing-subscription): Pay as You Go billing, Free plan limits, CPU seconds pricing, add-ons, and invoices on Latenode.
- [Workspace Management](/account-management/workspace-management): Manage your workspace settings, ownership, and lifecycle.
- [Usage Statistics](/account-management/usage-statistics)
## Security & Compliance
- [Data Processing Addendum](/legal/data-processing-addendum): Standard Data Processing Agreement.
- [Customer Data Protection & Encryption](/legal/customer-data-protection-encryption): Latenode customer data protection and encryption practices.
- [Subprocessors](/legal/subprocessors): Authorized subprocessors list.
## Integrations
## 🧩 Integrations
## Core Nodes
- [Trigger on Webhook](/integrations/core-nodes/trigger-on-webhook): Configuring a webhook trigger to initiate automation
- [Trigger on Mailhook](/integrations/core-nodes/trigger-on-mailhook): Configuring a mailhook trigger to initiate automation
- [Trigger on Run once](/integrations/core-nodes/trigger-on-run-once): Executing a one-time automation scenario
- [Trigger on Schedule](/integrations/core-nodes/trigger-on-schedule): Automating actions based on predefined time intervals
- [HTTP Request](/integrations/core-nodes/http-request): Sending and receiving HTTP requests for API communication
- [Iterator](/integrations/core-nodes/iterator): Node for processing an array or object step by step.
- [SetVariables](/integrations/core-nodes/setvariables): Storing and retrieving variables within a scenario
- [GetVariables](/integrations/core-nodes/getvariables): Storing and retrieving variables within a scenario
- [SetGlobalVariables](/integrations/core-nodes/setglobalvariables): Managing persistent global variables across workflows
- [GetGlobalVariables](/integrations/core-nodes/getglobalvariables): Managing persistent global variables across workflows
- [JSON Parse](/integrations/core-nodes/json-parse): Extracting and processing JSON data
- [Convert File Base64 and Binary](/integrations/core-nodes/convert-file-base64-binary): Convert a file between Base64 and binary in a scenario.
- [Webhook Response](/integrations/core-nodes/webhook-response): Webhook response
- [Wait](/integrations/core-nodes/wait): Introducing delays in scenario execution
## Plug and Play Nodes
- [How PnP Nodes Work](/integrations/pnp-nodes/overview): How Plug and Play nodes work in Latenode: the $ marker, PnP token billing, and node categories.
## AI Nodes
- [AI Agent](/integrations/pnp-nodes/ai-nodes/ai-agent): The AI Agent as a PnP node in Integrations, with billing details and links to the full docs.
- [AI GPT Router (OpenRouter)](/integrations/pnp-nodes/ai-nodes/ai-gpt-router): OpenRouter models for text, audio, images, and video in one PnP node.
- [Anthropic Claude](/integrations/pnp-nodes/ai-nodes/ai-anthropic): Prompt Claude models in scenarios with Latenode PnP billing and no API key.
- [DeepSeek](/integrations/pnp-nodes/ai-nodes/ai-deepseek): Use DeepSeek language models in Latenode scenarios with built-in PnP pricing.
- [AI Image Generation Router](/integrations/pnp-nodes/ai-nodes/ai-image-generation-router): Generate images via ImageRouter: Gemini, Grok, GPT-Image, Flux, and more, PnP billing.
- [Mistral OCR](/integrations/pnp-nodes/ai-nodes/mistral-ocr): Extract text and structured data from PDFs with the Mistral OCR model, PnP billing.
- [AI OCR](/integrations/pnp-nodes/ai-nodes/ai-ocr): Extract text from images, scans, and PDFs with the AI OCR node, PnP billing.
- [Perplexity](/integrations/pnp-nodes/ai-nodes/ai-perplexity): Use Perplexity AI search models and web search in Latenode scenarios with built-in PnP pricing.
- [AI Speech-to-Text](/integrations/pnp-nodes/ai-nodes/ai-speech-to-text): Convert speech to text with PnP nodes for Gladia, Mistral, NVIDIA Canary-1B, OpenAI, and Scribe.
- [AI: Stability](/integrations/pnp-nodes/ai-nodes/ai-stability): Stability AI image generation and editing: Stable Diffusion, upscale, remove background, PnP.
- [AI: Text Generation](/integrations/pnp-nodes/ai-nodes/ai-text-generation): LLM text generation via PnP: Llama, Mixtral, Gemma, MythoMax, WizardLM, and more.
- [AI Text-to-Speech](/integrations/pnp-nodes/ai-nodes/ai-text-to-speech): Turn text into speech with ElevenLabs and OpenAI Speech, PnP billing.
- [Google AI](/integrations/pnp-nodes/ai-nodes/google-ai): Gemini, Gemma, Imagen, Nano Banana, Google AI Mode, and autocomplete, PnP billing.
- [ChatGPT](/integrations/pnp-nodes/ai-nodes/openai-chatgpt): Send prompts to OpenAI models in scenarios with PnP billing, no API key required.
- [OpenAI Image Generation](/integrations/pnp-nodes/ai-nodes/openai-image-generation): Generate and edit images with GPT Image / DALL-E, PnP billing.
- [Recraft](/integrations/pnp-nodes/ai-nodes/recraft): Recraft image generation and editing: upscale, vectorize, remove background, PnP.
- [Replicate](/integrations/pnp-nodes/ai-nodes/replicate): Generate video via Replicate: Veo, Kling, Luma, and more, PnP billing.
- [FlyMy.AI](/integrations/pnp-nodes/ai-nodes/flymyai): FlyMy.AI image and video generation: FLUX, Qwen, Hailuo, LoRA, PnP billing.
## Data Enrichment
- [Data Enrichment](/integrations/pnp-nodes/enrichment/data-enrichment): Enrich contacts and companies, multi-provider waterfall, PnP billing.
- [DataForSEO](/integrations/pnp-nodes/enrichment/dataforseo): DataForSEO SEO metrics: keywords, domains, traffic, Google Ads, PnP billing.
- [Enrich Layer](/integrations/pnp-nodes/enrichment/enrich-layer): Enrich companies, contacts, profiles, and jobs via Enrich Layer, PnP billing.
- [Instagram Data Scraper](/integrations/pnp-nodes/enrichment/instagram-data-scraper): Scrape Instagram profiles, posts, stories, and reels with a PnP node.
- [LinkedIn Data Scraper](/integrations/pnp-nodes/enrichment/linkedin-data-scraper): Scrape LinkedIn profiles, companies, jobs, and posts with a PnP node.
- [Local Business Data](/integrations/pnp-nodes/enrichment/local-business-data): Search Google Maps local businesses: details, reviews, emails, PnP billing.
- [Real-Time Forums Search](/integrations/pnp-nodes/enrichment/real-time-forums-search): Search discussions on Reddit, Quora, Stack Overflow, and more, PnP billing.
## Web Scraping
- [Browser Use](/integrations/pnp-nodes/web-scraping/browser-use): Browser Use AI browser: run tasks and fetch results, PnP billing.
- [Exa](/integrations/pnp-nodes/web-scraping/exa): Exa search and answers: Search, Answer, Crawling, Agent Run, PnP billing.
- [Firecrawl](/integrations/pnp-nodes/web-scraping/firecrawl): Firecrawl scraping and crawling: Scrape, Crawl, Map, Search, PnP billing.
- [Serper](/integrations/pnp-nodes/web-scraping/serper): Google search via Serper: web, images, news, maps, and more, PnP billing.
- [Tavily](/integrations/pnp-nodes/web-scraping/tavily): Web search and page extraction with Tavily, PnP billing.
- [Website Contacts Scraper](/integrations/pnp-nodes/web-scraping/website-contacts-scraper): Find a company website by keyword and scrape emails, phones, and social links, PnP billing.
## Personal Accounts
- [WhatsApp Personal Account](/integrations/pnp-nodes/personal-accounts/whatsapp-personal-account): Send and receive WhatsApp messages from a personal account: triggers, actions, and PnP billing.
- [Telegram Personal Account](/integrations/pnp-nodes/personal-accounts/telegram-personal-account): Personal Telegram account in scenarios: messages, chats, and attendees, PnP billing.
- [LinkedIn Personal Account](/integrations/pnp-nodes/personal-accounts/linkedin-personal-account): Personal LinkedIn account in scenarios: jobs, search, and messaging, PnP billing.
- [Troubleshooting](/integrations/pnp-nodes/personal-accounts/troubleshooting): Troubleshooting guide for WhatsApp, Telegram, and LinkedIn personal accounts
## Other Tools
- [Converter](/integrations/pnp-nodes/other-tools/converter): Convert audio, video, images, and documents, plus OCR, PnP billing.
- [LlamaCloud](/integrations/pnp-nodes/other-tools/llamacloud): Parse and extract structured data from documents with LlamaCloud, PnP billing.
- [Tamtam](/integrations/pnp-nodes/other-tools/tamtam): Find lookalike companies with Tamtam, PnP billing.
- [YouTube](/integrations/pnp-nodes/other-tools/youtube): Fetch YouTube subtitles and convert, translate, or download them with the PnP node.
## MCP
- [MCP Nodes](/integrations/mcp/mcp-nodes): Expose Latenode scenarios as tools for MCP-compatible AI clients.
- [Connecting to MCP Tools](/integrations/mcp/connecting-to-mcp-tools): How to connect MCP-compatible clients to your Latenode tools.
## Use cases
- [Google Search Console MCP server](/integrations/mcp/use-cases/gsc-mcp-server): Ask Claude, Cursor, or another MCP client about your Search Console data in plain language.
## Authorizations
- [Adding and configuring authorizations](/integrations/authorizations/adding-and-configuring-authorizations): Adding and configuring authorizations
- [Authorization troubleshooting](/integrations/authorizations/authorization-troubleshooting): What to do when the OAuth window closes with an error or authorization does not complete.
## App Authorization Instructions
- [Google Services (Personal Account)](/integrations/authorizations/app-authorization-instructions/google-services): Connecting and authorizing Google services for automation.
- [Instagram for Business (Personal Account)](/integrations/authorizations/app-authorization-instructions/instagram-for-business): Connecting and authorizing Instagram Business for automation.
- [Bitrix24](/integrations/authorizations/app-authorization-instructions/bitrix24): Integrating Bitrix24 for workflow automation.
- [Discord](/integrations/authorizations/app-authorization-instructions/discord): Setting up automation for Discord messaging and server management.
- [Facebook](/integrations/authorizations/app-authorization-instructions/facebook): Automating Facebook page and post management.
- [Fauna](/integrations/authorizations/app-authorization-instructions/fauna): Managing Fauna database operations.
- [Fireflies.ai](/integrations/authorizations/app-authorization-instructions/fireflies-ai): Automating tasks with Fireflies.ai integration.
- [Flutterflow](/integrations/authorizations/app-authorization-instructions/flutterflow): Enhancing Flutterflow projects with automation.
- [Framer](/integrations/authorizations/app-authorization-instructions/framer): Automating design workflows in Framer.
- [Front](/integrations/authorizations/app-authorization-instructions/front): Managing incident response automation with Front app.
- [Google Cloud Storage and Google Cloud Pub/Sub](/integrations/authorizations/app-authorization-instructions/google-cloud-storage-and-pubsub): Managing cloud storage and message queues.
- [Intercom](/integrations/authorizations/app-authorization-instructions/intercom): Automating customer interactions using Intercom.
- [MongoDB](/integrations/authorizations/app-authorization-instructions/mongodb): Automating MongoDB queries and data management.
- [Notion](/integrations/authorizations/app-authorization-instructions/notion): Automating tasks with Notion integration.
- [PagerDuty](/integrations/authorizations/app-authorization-instructions/pagerduty): Managing incident response automation with PagerDuty.
- [Salesforce](/integrations/authorizations/app-authorization-instructions/salesforce): Managing incident response automation with Salesforce.
- [Shopify](/integrations/authorizations/app-authorization-instructions/shopify): Managing incident response automation with Shopify.
- [Slack Bot](/integrations/authorizations/app-authorization-instructions/slack-bot): Automating Slack bot interactions.
- [Supabase](/integrations/authorizations/app-authorization-instructions/supabase): Using Supabase for real-time database automation.
- [Twitter (X)](/integrations/authorizations/app-authorization-instructions/twitter-x): Managing incident response automation with Twitter (X).
- [WhatsApp Business Cloud (authorization)](/integrations/authorizations/app-authorization-instructions/whatsapp-business-cloud): Meta for Developers setup, Latenode connection, and WhatsApp webhook callback URL.
- [Zoom](/integrations/authorizations/app-authorization-instructions/zoom): Automating meeting scheduling and notifications.
## App Nodes
- [Setting up App Nodes](/integrations/app-nodes/setting-up-app-nodes): How file and folder pickers work in app nodes—loading, search, and labels.
- [Custom LLM Connection](/integrations/app-nodes/custom-llm-connection): Call OpenAI-compatible APIs with your own key and base URL from a single node.
- [Discord](/integrations/app-nodes/discord): Send messages, manage channels and roles, and react to Discord events from Latenode scenarios.
- [Gmail](/integrations/app-nodes/gmail): Send and receive mail, manage drafts and labels, and trigger scenarios from Gmail events.
- [Google Calendar](/integrations/app-nodes/google-calendar): Create, read, and manage Google Calendar events in Latenode scenarios.
- [Google Drive](/integrations/app-nodes/google-drive): Upload, download, share, and organize Drive files and folders from Latenode scenarios.
- [Google Forms](/integrations/app-nodes/google-forms): Trigger Latenode scenarios when a new response is submitted to a Google Form.
- [Google Sheets](/integrations/app-nodes/google-sheets): Connect Google Sheets to Latenode scenarios to read, write, and automate spreadsheet data.
- [RSS](/integrations/app-nodes/rss): Read and parse RSS feeds inside Latenode scenarios.
- [Speaknode](/integrations/app-nodes/speaknode): Connect Latenode to SpeakNode voice AI agents; automate calls, CRM updates, and workflows when sessions start or complete.
- [Telegram Bot](/integrations/app-nodes/telegram-bot): Send and receive Telegram messages, manage chats, and automate bots you create with BotFather.
- [WhatsApp Business Cloud](/integrations/app-nodes/whatsapp-business-cloud): Send messages, templates, and files over WhatsApp Cloud API; inbound events use a Webhook.
## Custom Nodes
- [Creating a dynamic form for a scenario of the Nodul type](/integrations/custom-nodes/creating-a-dynamic-form-for-a-scenario-of-the-nodul): Developing dynamic forms for custom automation workflows.
- [How to create your own nodes](/integrations/custom-nodes/how-to-create-your-own-nodes): Step-by-step guide for building custom Latenode nodes.
- [NodulInput](/integrations/custom-nodes/nodulinput): Handling input parameters for custom nodes.
- [NodulOutput](/integrations/custom-nodes/noduloutput): Configuring outputs and responses in custom nodes.
## White Label
## 🎨 White Label
- [Overview](/white-label/overview): General info about White Label
- [API Usage](/white-label/api-usage): Instructions about capabilities for managing subscription plans, subscriptions, and users via the API.
- [Installing the embedded SDK](/white-label/installing-the-embedded-sdk): Instructions for integrating and configuring the embedded iFrame mode, enabling seamless embedding of content across platforms
- [Embedded SDK functions](/white-label/embedded-sdk-functions): Instructions for using functions from SDK
- [User Authentication](/white-label/user-authorization): Instructions for tenant user auth
- [Administration](/white-label/administration): Instructions about authorization process for your organization and the capabilities of the administrator panel within the Latenode platform
- [User Sandbox](/white-label/sandbox): Here is an example of how to generate a JWT and use it.
## Changelog
## 📝 Changelog
## 2026
- [October 7 - Platform Updates](/changelog/2026/10-07): Updates from October 7, 2026
- [September 23 - Platform Updates](/changelog/2026/09-23): Updates from September 23, 2026
- [September 9 - Platform Updates](/changelog/2026/09-09): Updates from September 9, 2026
- [August 26 - Platform Updates](/changelog/2026/08-26): Updates from August 26, 2026
- [August 12 - Platform Updates](/changelog/2026/08-12): Updates from August 12, 2026
- [July 29 - Platform Updates](/changelog/2026/07-29): Updates from July 29, 2026
- [July 15 - Platform Updates](/changelog/2026/07-15): Updates from July 15, 2026
- [July 1 - Platform Updates](/changelog/2026/07-01): Updates from July 1, 2026
- [June 17 - Platform Updates](/changelog/2026/06-17): Updates from June 17, 2026
- [June 3 - Platform Updates](/changelog/2026/06-03): Updates from June 3, 2026
- [May 20 - Platform Updates](/changelog/2026/05-20): Updates from May 20, 2026
- [May 6 - Platform Updates](/changelog/2026/05-06): Updates from May 6, 2026
- [April 22 - Platform Updates](/changelog/2026/04-22): Updates from April 22, 2026
- [April 10 - Platform Updates](/changelog/2026/04-10): Updates from April 10, 2026
- [March 25 - Platform Updates](/changelog/2026/03-25): Updates from March 25, 2026
- [March 11 - Platform Updates](/changelog/2026/03-11): Updates from March 11, 2026
- [February 25 - Platform Updates](/changelog/2026/02-25): Updates from February 25, 2026
- [February 11 - Platform Updates](/changelog/2026/02-11): Updates from February 11, 2026
- [January 28 - Platform Updates](/changelog/2026/01-28): Updates from January 28, 2026

## Full text for LLMs

- [Complete documentation (plain text)](/llms-full.txt): All pages concatenated for AI indexing.