Unstructured.io
A document preprocessing platform for RAG and AI applications. It supports structured parsing of multiple file formats including PDF, Word, and HTML, with the ability to identify document block types and preserve semantic structure for downstream processing.
Timeline (last 90 days)
Typical tools in the data ingestion stage include Unstructured.io, LangChain's DocumentLoaders, and Apache Tika.
Representative tools for the vision model approach include Unstructured.io, LlamaParse, Microsoft's LayoutLM series of models, and multimodal large models such as GPT-4V/Claude.
Unstructured.io has become the default document processing backend for mainstream LLM orchestration frameworks such as LangChain and LlamaIndex.
Unstructured.io has built a complete open-source framework covering everything from document parsing to vectorization.
All Facts (4)
Typical tools in the data ingestion stage include Unstructured.io, LangChain's DocumentLoaders, and Apache Tika.
50%UnverifiedRepresentative tools for the vision model approach include Unstructured.io, LlamaParse, Microsoft's LayoutLM series of models, and multimodal large models such as GPT-4V/Claude.
50%UnverifiedUnstructured.io has become the default document processing backend for mainstream LLM orchestration frameworks such as LangChain and LlamaIndex.
50%UnverifiedUnstructured.io has built a complete open-source framework covering everything from document parsing to vectorization.
50%