Reference · Nodes

AI nodes

66 ai nodes in BusyBot . Every page documents the shipped node: real parameters, real outputs, real error behaviour.

AI Transform Use OpenAI to transform workflow data via natural language instructions. Supports batch code generation (LLM writes JS executed in a sandbox) and per-item direct transformation modes. Action Claude Batch Process multiple Claude messages as a batch job. Action Claude Chat Chat with Anthropic Claude models using the Messages API. Action Claude Citations Get citation-backed responses from Claude with source references. Action (binary) Claude Code Execution Execute code in a sandboxed environment via Claude code execution tool. Action (binary) Claude File Upload Upload files to Anthropic for use with Claude. Action (binary) Claude Memory Manage conversation memory — stores and retrieves context across messages using multi-turn conversation patterns. Action Claude Search Results Inject search result context into Claude conversations for grounded answers. Action Claude Structured Output Get structured JSON responses from Claude via tool-use extraction. Action Claude Thinking Use Claude extended thinking for complex reasoning with visible thought process. Action Claude Vision Analyze images using Anthropic Claude\ Action (binary) Claude Web Fetch Fetch and process URL content using Claude. Action Claude Web Search Search the web using Anthropic Claude models with the web_search tool. Action Embedding Similarity Calculate similarity between text embeddings from any provider. Action Gemini Batch Process multiple Gemini requests in a batch. Action Gemini Chat Chat with Google Gemini models using the generateContent API. Action Gemini Code Execution Execute code using Gemini\ Action Gemini Deep Research Conduct deep research using Gemini — submits a research query and returns a comprehensive report with sources. Action Gemini Embeddings Generate vector embeddings using Google Gemini embedding models. Action Gemini File Search Search through uploaded files using Gemini file references. Action Gemini File Upload Upload files to Gemini File API for use in prompts. Action (binary) Gemini Google Maps Use Google Maps via Gemini for places lookup and geocoding. Action Gemini Google Search Search the web using Google Gemini models with Google Search grounding. Action Gemini Image Generation Generate images using Gemini native image generation. Action (binary) Gemini Music Gen Generate music using Google Lyria models via Gemini. Action (binary) Gemini Structured Output Get structured JSON responses with Gemini schema enforcement. Action Gemini Thinking Use Gemini thinking mode for complex reasoning with visible thought process. Action Gemini TTS Convert text to speech using Gemini. Action (binary) Gemini URL Context Ground Gemini responses with URL content for accurate answers about web pages. Action Gemini Video Gen Generate videos using Google Veo models. Action (binary) Gemini Vision Analyze images using Google Gemini\ Action (binary) Google Cloud Natural Language Analyze sentiment of text documents using the Google Natural Language API. Action Google Imagen Generate images using Google Imagen models. Action (binary) Grok Batch Process multiple Grok requests as a batch job. Action Grok Chat Chat with xAI Grok models using the OpenAI-compatible API. Action Grok Code Interpreter Execute code using Grok\ Action Grok Collections Manage Grok document collections — create, list, get, delete. Action Grok Collections Upload Upload documents to Grok collections for RAG. Action (binary) Grok Image Edit Edit images using xAI Grok. Action (binary) Grok Image Generation Generate images using xAI Grok Aurora model. Action (binary) Grok Reasoning Use xAI Grok reasoning models for complex multi-step tasks. Action Grok Structured Output Get structured JSON responses from xAI Grok with schema enforcement. Action Grok Video Gen Generate videos using xAI Grok. Action (binary) Grok Vision Analyze images using xAI Grok\ Action (binary) Grok Web Search Search the web using xAI Grok models with live search capabilities. Action Grok X Search Search X/Twitter posts using xAI Grok with live data access. Action OpenAI Audio Translation Translate audio to English using OpenAI Whisper. Action (binary) OpenAI Batch Process multiple requests as a batch job via OpenAI Batch API. Action OpenAI Chat Chat with OpenAI models using the Responses API. Action OpenAI Code Interpreter Execute code in a sandboxed environment via OpenAI Responses API code interpreter tool. Action (binary) OpenAI Embeddings Generate vector embeddings using OpenAI embedding models. Action OpenAI File Search Search through uploaded files using OpenAI vector stores via the Responses API. Action OpenAI File Upload Upload files to OpenAI for use with assistants, fine-tuning, and batch. Action (binary) OpenAI Image Edit Edit images using OpenAI DALL-E and GPT-Image models. Action (binary) OpenAI Moderation Classify text for harmful content using OpenAI\ Action OpenAI Reasoning Use the GPT-5.x frontier models in extended-reasoning mode for complex multi-step tasks. Action OpenAI Speech-to-Text Transcribe audio using OpenAI Whisper models. Action (binary) OpenAI Structured Output Get structured JSON responses from OpenAI with schema enforcement. Action OpenAI TTS Convert text to natural speech using OpenAI TTS. Action (binary) OpenAI Video Generate videos using OpenAI Sora 2. Action (binary) OpenAI Vision Analyze images using the GPT-5.x frontier multimodal models. Action (binary) OpenAI Web Search Search the web using OpenAI models with the web_search_preview tool. Action Prompt Template Build prompts from templates with variable substitution using {{variable}} syntax. Action Response Parser Extract structured data from AI responses — parse JSON, extract code blocks, split sections. Action Simple LLM Call OpenAI's API Action Structured Output Extract structured data Action