Agent skill
semantic-search-setup-best-practices
Sub-skill of semantic-search-setup: Best Practices.
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/best-practices
SKILL.md
Best Practices
Best Practices
- Use normalized embeddings - Set
normalize_embeddings=True - Force CPU mode - Set
CUDA_VISIBLE_DEVICES=""for stability - Add SQLite timeout - Use
timeout=30for concurrent access - Process in batches - 100-500 chunks per batch
- Track progress - Save after each batch for resumability
- Log errors - Capture failures for debugging
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