Repo · Search & RAG

Vector Graph RAG

Graph RAG framework over Milvus vector search with no graph database required: Jev Noul judgments select graph relations and rerank full source…

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From the repository

Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.

graph-raggraphragjevknowledge-baseknowledge-graphmilvusmultihop-question-answeringragsotavector-databasevisualization

How builders describe it

Graph RAG framework over Milvus vector search with no graph database required: Jev Noul judgments select graph relations and rerank full source passages alongside vector-search candidates, reaching 86.07% average Recall@5 on 1,000 MuSiQue and 1,000 2Wiki queries in the two-stage evaluation.

The decision Jev makes

Rank candidates against a query, or answer whether a passage is relevant.

Where it fits

Search pipelines retrieve too much. These projects use Jev as a reranker or relevance check after the first search, so only useful results reach the user or the model. All 108 search & rag projects →

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