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How-to Use AI to See Data in 3D

Dec 30, 2024 - news.bensbites.com
TrustGraph's Data Workbench introduces a 3D visualizer to enhance data analysis by providing an intuitive, immersive, and interactive way to explore unstructured data. The 3D visualization helps uncover hidden relationships, offers intuitive navigation, and enhances understanding by revealing clusters and anomalies that are difficult to spot in 2D. The tool allows AI developers to impress stakeholders with compelling visualizations and facilitates data exploration through natural language queries without needing complex query languages.

To get started, users must deploy TrustGraph and access the Data Workbench on port 8888. Data ingestion is simplified with a Data Loader supporting various file formats, and the system processes these files to build a knowledge graph and vector embeddings. Users can query the data using natural language in the System Chat, which interacts with the knowledge graph and vector embeddings. The 3D visualizer allows users to zoom, pan, rotate, and explore nodes and relationships, offering a comprehensive view of the data. TrustGraph encourages users to embrace 3D visualization to unlock the potential of their data and invites them to join the community for further exploration and learning.

Key takeaways:

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  • TrustGraph's Data Workbench 3D visualizer offers an intuitive, immersive, and interactive way to uncover hidden patterns and relationships in data.
  • 3D visualization helps uncover hidden relationships, provides intuitive navigation, enhances understanding, and offers interactive data exploration.
  • The setup process involves deploying TrustGraph, ingesting data, querying through AI chat, and exploring data in 3D.
  • Users can interact with the 3D visualizer by zooming, panning, rotating, clicking, dragging, and exploring nodes and relationships.
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