Agent skill
semantic-search-setup-execution-checklist
Sub-skill of semantic-search-setup: Execution Checklist.
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/data/documents/semantic-search-setup/execution-checklist
SKILL.md
Execution Checklist
Execution Checklist
- Install sentence-transformers and numpy
- Choose appropriate embedding model for use case
- Create embeddings table in database
- Generate embeddings for all text chunks
- Test semantic search with sample queries
- Compare results with keyword search (FTS5)
- Optimize batch size for available memory
- Set up background service for continuous updates
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