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hybrid-search-implementation

wshobson/agents

Patterns for combining vector similarity and keyword-based search.

Installs2
Install command
npx skills add https://github.com/wshobson/agents --skill hybrid-search-implementation
Security audits
Gen Agent Trust HubWARN
SocketPASS
SnykPASS
About this skill
Patterns for combining vector similarity and keyword-based search. - 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 - Tune weights empirically - Test on your data - Use RRF for simplicity - Works well without tuning - Add reranking - Significant quality improvement - Log both scores - Helps with debugging - A/B test - Measure real user impact - Don't assume one size fits all - Different queries need different weights - Don't skip keyword search - Handles exact matches better - Don't over-fetch - Balance recall vs latency - Don't ignore edge cases - Empty results, single word queries

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FAQ
What does hybrid-search-implementation do?

Patterns for combining vector similarity and keyword-based search.

Is hybrid-search-implementation good?

hybrid-search-implementation does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does hybrid-search-implementation work with?

hybrid-search-implementation currently lists compatibility with Agent compatibility has not been published yet..

What are alternatives to hybrid-search-implementation?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install hybrid-search-implementation?

npx skills add https://github.com/wshobson/agents --skill hybrid-search-implementation

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