Ingests 64+ file types and partitions, chunks, enriches, and embeds them into LLM-ready output, handling OCR, tables, and document hierarchy. An open-source library plus a low-code platform and API; a staple preprocessing layer for production RAG.
Data Ops · Unstructured
Unstructured
ETL for LLMs — turn PDFs, decks, and emails into clean, structured data.
FREEMIUMOpen sourceHybridAPIWeb
Model support
Model-agnostic
Where it runs
- API
- Web
Tags
- #document-etl
- #preprocessing
- #rag
- #open-source
Related in Data Ops
View Firecrawl details Data OpsFREEMIUMOSSFirecrawl
Firecrawl
Turn any website into clean, LLM-ready data — scrape, crawl, search.
A web data API for AI — scrape, crawl, map, and search pages into clean markdown or structured JSON, handling proxies, anti-bot, and JS rendering for you. Open-source core (AGPL) plus a hosted service; a default web-ingestion layer for agents and RAG pipelines.
- web-scraping
- crawling
- rag
- open-source