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Showing content from https://python.langchain.com/docs/integrations/providers/diffbot/ below:

Diffbot | 🦜️🔗 LangChain

Diffbot's Extract API is a service that structures and normalizes data from web pages.

Unlike traditional web scraping tools, Diffbot Extract doesn't require any rules to read the content on a page. It uses a computer vision model to classify a page into one of 20 possible types, and then transforms raw HTML markup into JSON. The resulting structured JSON follows a consistent type-based ontology, which makes it easy to extract data from multiple different web sources with the same schema.

from langchain_community.document_loaders import DiffbotLoader

Diffbot's Natural Language Processing API allows for the extraction of entities, relationships, and semantic meaning from unstructured text data.


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