AgentSkillsCN

hybrid-search-implementation

结合向量检索与关键词检索，提升信息检索效果。适用于实施 RAG 系统、构建搜索引擎，或当单独使用任一方法都无法达到理想的召回率时使用。

SKILL.md
--- frontmatter
name: hybrid-search-implementation
description: Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

Hybrid Search Implementation

Patterns for combining vector similarity and keyword-based search.

Use this skill when

  • •Building RAG systems with improved recall
  • •Combining semantic understanding with exact matching
  • •Handling queries with specific terms (names, codes)
  • •Improving search for domain-specific vocabulary
  • •When pure vector search misses keyword matches

Do not use this skill when

  • •The task is unrelated to hybrid search implementation
  • •You need a different domain or tool outside this scope

Instructions

  • •Clarify goals, constraints, and required inputs.
  • •Apply relevant best practices and validate outcomes.
  • •Provide actionable steps and verification.
  • •If detailed examples are required, open resources/implementation-playbook.md.

Resources

  • •resources/implementation-playbook.md for detailed patterns and examples.