HyDE

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// recent coverage 2 mentions

23:01

2026-06-29

pub.towardsai.net

artificial-intelligence

When Does HyDE Help RAG? I Tested 3 Query Types and It Failed on Two

A developer tested HyDE (Hypothetical Document Embeddings) against standard retrieval on three query types and found it improved conceptual searches but failed on internal company policy and exact pro…

11:01

2026-06-03

dev.to

machine-learning

I Built a Vector Search Engine from Scratch — Here's What I Learned

A developer built Vektr, a custom RAG engine implementing HNSW graphs from scratch, achieving recall@10 of 0.984 — meaning 98.4% of queries returned all 10 true nearest neighbors in the top results. T…

// co-occurs with top 8 entities

Vektr 1 HNSW 1 Pinecone 1 Weaviate 1 FAISS 1 BM25 1 Gao et al. 1 Azure OpenAI 1