Skills and Prompt Registry

type skillowner Thomas Cherickalcurator Thomas Cherickalrole rag-engineercategory ai-ml/llm-systemsversion 0.1.0status seedupdated 2026-11-15

hybrid-search-rerank

Steps

Add BM25 alongside vector search.
Fuse results with reciprocal rank fusion.
Rerank the top 20 to 50 with a cross-encoder.
Re-run retrieval-eval and compare.

Done When

[ ] Recall@k improves on the eval set

Registry

id	role	version	status	owner	last_tested
SK-RAG-ENGINEER-hybrid-search-rerank	rag-engineer	0.1.0	seed	Thomas Cherickal	-

Links

Up: RAG Engineer skills
Siblings: chunking-strategy, retrieval-eval
Frameworks: react, few-shot, risen, xml-structured, chain-of-thought
Tests: testing guide

Curated by Thomas Cherickal - The Digital Futurist. Source file: 03-skills/ai-ml/llm-systems/rag-engineer/hybrid-search-rerank/SKILL.md. Public skills remain the work and property of their listed owners.