Audience

AI developers in need of a tool to reduce AI hallucination by anchoring LLMs in real-world statistical information

About DataGemma

DataGemma represents a pioneering effort by Google to enhance the accuracy and reliability of large language models (LLMs) when dealing with statistical and numerical data. Launched as a set of open models, DataGemma leverages Google's Data Commons, a vast repository of public statistical data—to ground its responses in real-world facts. This initiative employs two innovative approaches: Retrieval Interleaved Generation (RIG) and Retrieval Augmented Generation (RAG). The RIG method integrates real-time data checks during the generation process to ensure factual accuracy, while RAG retrieves relevant information before generating responses, thereby reducing the likelihood of AI hallucinations. By doing so, DataGemma aims to provide users with more trustworthy and factually grounded answers, marking a significant step towards mitigating the issue of misinformation in AI-generated content.

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Company Information

Google
Founded: 1994
United States
blog.google/technology/ai/google-datagemma-ai-llm/

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Product Details

Platforms Supported
Cloud
Training
Documentation
In Person
Videos
Support
Phone Support
Online

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DataGemma Product Features