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AI Engineer July 22, 2025

Knowledge Graphs in Litigation Agents — Tom Smoker, WhyHow

Summary

The transcript discusses graph RAG (Retrieval-Augmented Generation) technology applied to the legal industry, specifically focusing on how documents can be transformed into interconnected graphs to identify and analyze legal cases. The speaker, a technical founder of Yhar.ai, explains how they use multi-agent systems, web scraping, and graph-based methodologies to discover potential class action lawsuits before other legal professionals. By creating complex, schematized data networks that connect individuals, products, ingredients, and concentrations, the technology enables domain experts to visually and analytically explore relationships and potential legal claims.

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