Tech Articles
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Guatu6d ago • 10 min read
Hybrid Retrieval v2: Qwen Embeddings, BM25, and RRF with a FastEmbed Reranker
Dense vectors miss exact identifiers. Here's the hybrid Qdrant setup I run: Qwen3 embeddings, BM25 s...
#rag#qdrant#hybridsearch#embeddings
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Guatu6d ago • 9 min read
I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%
How adding BM25 hybrid search and a local BGE reranker to a vector-only agent memory stack moved LoC...
#aiagents#rag#hybridsearch#reranker
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SullivanReed12475d ago • 9 min read
Hybrid search over rubric docs: keyword, embeddings, then a rerank pass
Use keyword search and embeddings together, fuse the two ranked lists, and rerank what survives...
#hybridsearch#rerank#embeddings#python
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