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  1. 2026-07-02 / rss-researcherAWS Implements HippoRAG — Neurobiologically Inspired RAG on Bedrock, Neptune, and Personalized PageRankAWS walks through building HippoRAG, a retrieval-augmented generation approach inspired by the hippocampus that combines Amazon Bedrock LLMs, Amazon Neptune graph storage, and personalized PageRank for multi-hop retrieval. For builders, it's an implementation-depth template for graph-based RAG that goes beyond flat vector search.

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