Unstructured Data Processing in Hume

In many organisations, most data is stored in the form of free text. Hume extracts new knowledge from unstructured data and makes it available in the knowledge graph. Hume ships with out-of-the-box natural language processing (NLP) capabilities, making it extremely easy to plug in existing services and language models.

Benefits of Unstructured Data Processing

  • Documents are not considered isolated.

  • It gives you multiple, flexible, and unexpected access patterns.

  • Integrates with other Machine Learning approaches (e.g., recommendation).

  • Easy to integrate with other tools (e.g., Huggingface).

  • Can create a knowledge graph.

  • Enables AI.

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Feature Building Blocks

Textual Documents Support

Load and parse documents of different types: plain text, PDF, Word, or Excel. Hume converts the content and metadata into nodes and relationships, creating robust knowledge graphs.

Website parsing

Crawl entire websites - Hume converts the structure, metadata, and content into nodes and relationships and enriches your existing knowledge graph.

Named Entity Recognition

Automatically recognise domain-specific entities that are vital to your organisation and use case.

Named Entity Recognition (BERT)

Leverage latest techniques based on deep learning for identifying named entities using contextual information from the text.

Entity Relationship Extraction (Rule Based)

Avoid training complex machine learning models and specify rules to reveal connections among entities.

Entity Relationship Extraction (ML)

Automatically convert free text sentences into relationships and nodes using machine learning models.

Keywords Extraction and Topic Modelling

Extract relevant keywords and key phrases from free text using Hume's proprietary, unsupervised keyword extraction algorithm.

See what Hume can do for you - Book your live demo

Just fill in the Contact Form and our team of experts is ready to show you a live demo and answer all your questions.

What to expect:

  • A brief introduction to focus on your organisation's unique needs and requirements.
  • A live demo of Hume tailored to your specific project or domain
  • Zero commitment

Ready to try Hume after the demo?

  • Get access to a free, full-featured trial of Hume on your infrastructure all with the support of our engineers
  • Fine tune your experience and launch to production