Any team building a production RAG pipeline over document-heavy data (contracts, research papers, support tickets). The infrastructure piece most teams underestimate.
Small, clean datasets where a naive PDF parser is enough — Unstructured is overkill for <1K simple documents.
What is Unstructured?
Unstructured.io solves the "I have 10K PDFs, now what?" problem. Its API and open-source library parse PDFs, Word docs, HTML, emails, and images into structured chunks ready for LLM ingestion. Handles tables, images, layout-aware extraction, and metadata. Used by enterprises as the ingestion layer for their RAG pipelines.
Key features
Integrations
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