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The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG)

Summary: Assesses LLM factual reliability across knowledge types and outlines a federated RAG using web + knowledge graphs for trustworthy, real-time answers. Extends to multi-modal, contextualized, and personalized Q&A, uniting DB/IR/DM advances. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6809
Venue
SIGMOD
Year
2024
Pagerank
4.5656446e-05
Overall Rank
8,170 | 43.22%
DOI
10.1145/3626246.3655999

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Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
10,090 Integrating Vector Databases across Embedding Models 2026 SIGMOD 4.1905499e-05
10,275 Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search 2026 VLDB 4.1905499e-05
10,845 Filtered Vector Search: State-of-the-art and Research Opportunities 2025 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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