AI processing

Choose a node to view its purpose and configuration.

Node	Purpose
General Document Parsing	Parse files into text and document records for chunking, extraction, and retrieval.
Parse Image	Recognize text in images or generate captions.
Parse Audio	Transcribe speech from audio.
Parse Video	Transcribe speech from video.
Text Embedding	Generate text vectors for documents.
Clean	Clean whitespace, tags, and selected noise.
Segment	Split text by target length while retaining sources.
Information Extraction	Extract structured information using field definitions.
AI Inference	Generate summaries, rewrites, or other text from a prompt.
Image Embedding	Generate vectors for page and document images and write an image index.
Embed and Add to Knowledge Base	Generate text vectors and write them to a knowledge base for retrieval.

Last updated on Sep 15, 2026