BookRAG: A Tree‑Graph Fusion RAG Framework for Hierarchical Documents

BookRAG introduces a tree‑graph fused Retrieval‑Augmented Generation framework that builds a native document index combining hierarchical layout trees with fine‑grained knowledge graphs, and employs an Information‑Foraging‑Theory‑inspired agent to dynamically navigate queries across complex, multi‑section documents.

RAGagent-based retrievalentity resolution

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BookRAG: A Tree‑Graph Fusion RAG Framework for Hierarchical Documents

DataFunTalk

Jun 14, 2024 · Artificial Intelligence

Shopee's E‑commerce Knowledge Graph Construction and Integration with Large Models

This article presents Shopee's comprehensive exploration of building an e‑commerce knowledge graph, detailing its challenges, construction pipeline, AI‑driven extraction and fusion techniques, multilingual and multimodal modeling, and practical applications ranging from search and recommendation to AI assistants and real‑time updates.

AI applicationsInformation ExtractionLarge Language Models

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Shopee's E‑commerce Knowledge Graph Construction and Integration with Large Models

dbaplus Community

Jan 21, 2022 · Big Data

Turning Data into Oil: Building Scalable Big Data Pipelines and Secure Insights

The talk outlines how to treat raw data like crude oil—using a robust big‑data platform, entity‑resolution techniques, secure data governance, and visualisation tools to transform disparate sources into reusable assets that drive rapid business insights and operational efficiency.

Cloud Data PlatformData visualizationdata pipeline

0 likes · 16 min read

Turning Data into Oil: Building Scalable Big Data Pipelines and Secure Insights