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曾亮懿 ZengLiangYi Blog
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#RAG

2 posts tagged "RAG".

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Semantic Search: Candidate Deduplication and Graph Context

Trace query vectors, candidate growth, lexical boosts, and relation expansion in ChatCrystal, distinguishing list filtering from semantic retrieval.

曾亮懿 曾亮懿
3 min read
#ChatCrystal #Semantic search #RAG

From RAG to Knowledge Graphs: Preserving Context in Retrieval

Compare keyword search, vectors, and knowledge graphs. Trace one-hop candidate expansion in ChatCrystal and identify boundaries relationships cannot prove.

曾亮懿 曾亮懿
5 min read
#ChatCrystal #RAG #Knowledge graphs #Retrieval

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