# Semantic Search Setup Execution Checklist

> Sub-skill of semantic-search-setup: Execution Checklist.

- Skill: `vamseeachanta/semantic-search-setup-execution-checklist` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/semantic-search-setup-execution-checklist`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/semantic-search-setup-execution-checklist/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/semantic-search-setup-execution-checklist

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# 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