Processing Node Catalog
Generated category
Processing Node Catalog
Generated from 11 catalog nodes in AI/Processing.
Nodes in this category
Showing 11 of 11 generated node docs.
AI Extract Document
AI/ProcessingExtracts text and content from documents using AI for enhanced image descriptions and OCR.
AI Extract Documents
AI/ProcessingExtracts text and content from multiple documents using AI in parallel.
AI Keywords
AI/ProcessingExtracts keywords from text using an LLM. The AI understands context and semantics, providing high-quality keyword extraction for complex or domain-specific content.
Extract Content Sections
AI/ProcessingIntelligently segments document into thematic sections with summaries, tracking content across non-contiguous pages. Ideal for large document corpora.
Extract Document
AI/ProcessingExtracts text and content from documents (PDF, DOCX, XLSX, images, etc.) and converts to markdown.
Extract Documents
AI/ProcessingExtracts text and content from multiple documents in parallel.
PII Mask (AI)
AI/ProcessingMasks Personally Identifiable Information using an LLM. Can detect contextual PII like names, addresses, and sensitive information that regex patterns might miss.
Pages to Markdown
AI/ProcessingCombines an array of document pages into a single markdown string.
RAKE Keywords
AI/ProcessingExtracts keywords from text using the RAKE (Rapid Automatic Keyword Extraction) algorithm. RAKE is a domain-independent algorithm that extracts significant phrases by analyzing word frequency and co-occurrence.
Summarize Document
AI/ProcessingCreates an intelligent summary of document pages using AI with configurable strategies and detail levels. Handles long documents via chunked summarization with multiple strategy options.
YAKE Keywords
AI/ProcessingExtracts keywords from text using YAKE (Yet Another Keyword Extractor). YAKE is an unsupervised automatic keyword extraction method that uses statistical features from the text itself.