Knowledge Graphs and LLMs – Swati Anand, Infomedia

Data Innovation Summit 2024 Data Innovation Summit 2024
Data Innovation Summit 2024

Session Outline

The session at the Data Innovation Summit 2024 is about how Infomedia utilized the RAG (Retrieval-Augmented Generation) setup for Entity Relation Extraction in Danish. The architecture involves using a Knowledge Graph instead of a vector database for easily fetching relations based on the context of the news articles.

Key Takeaways

  • RAG setup and how to replace a vector database with a Knowledge Graph for a custom architecture.
  • How to keep the KG updated.
  • Prompt engineering and fine-tuning the Large Language Model to incorporate the context from the KG well.
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