Large Language Models, Linked Data and Metadata

Search enterprise data assets using LLMs backed by knowledge graphs

Flipboard

NOVEMBER 27, 2024

The application needs to search through the catalog and show the metadata information related to all of the data assets that are relevant to the search context. This allows FMs to retain their inductive abilities while grounding their language understanding and generation in well-structured domain knowledge and logical reasoning.

Metadata

Metadata Auto-complete Data Discovery ML Engineer

An introduction to preparing your own dataset for LLM training

AWS Machine Learning Blog

DECEMBER 19, 2024

Large language models (LLMs) have demonstrated remarkable capabilities in a wide range of linguistic tasks. However, the performance of these models is heavily influenced by the data used during the training process. Common patterns for filtering data include: Filtering on metadata such as the document name or URL.

LLM

LLM Machine Learning Natural Language Processing ML

Artificial Intelligence Zone

Search enterprise data assets using LLMs backed by knowledge graphs

An introduction to preparing your own dataset for LLM training

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