Diffbot's Natural Language API empowers users to transform unstructured text into structured knowledge. It goes beyond simple keyword identification by extracting entities, relationships, and sentiment, providing a deeper understanding of the text's content. The API can be trained for custom domains, ensuring relevance and accuracy for specific use cases. It enables users to build knowledge graphs, monitor news, make better investment decisions, recommend content, and bring text documents to life. Diffbot's Natural Language API offers breakthrough performance in entity recognition, entity linking, relation extraction, and entity sentiment analysis, surpassing other major providers in certain areas. It allows users to add their own entities and relationships, customizing the API to track specialized information. The API's capabilities facilitate a wide range of applications, from financial analysis to content recommendation and knowledge graph construction.

Features & Benefits

• Entity Recognition
  • Identifies and categorizes entities within the text.
• Entity Linking
  • Connects identified entities to external knowledge bases.
• Relation Extraction
  • Identifies relationships between entities within the text.
• Entity Sentiment
  • Determines the sentiment expressed towards specific entities.
• Customizable Training
  • Trainable for custom domains of interest.
• Build Knowledge Graphs
  • Enables the creation of knowledge graphs to explore complex relationships in large datasets.
• Add Custom Entities and Relationships
  • Allows users to add their own entities and relationships for specialized tracking.