vector-index-tuning
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Description
# Vector Index Tuning Guide to optimizing vector indexes for production performance. ## When to Use This Skill - Tuning HNSW parameters - Implementing quantization - Optimizing memory usage - Reducing search latency - Balancing recall vs speed - Scaling to billions of vectors ## Core Concepts ### 1. Index Type Selection ``` Data Size Recommended Index ──────────────────────────────────────── < 10K vectors → Flat (exact search) 10K - 1M → HNSW 1M - 100M → HNSW + Quantization > 100M → IVF + PQ or DiskANN ```
Install vector-index-tuning
Run this in your OpenClaw agent to add vector-index-tuning from the ClawHub registry.
openclaw skills install vector-index-tuningRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
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Reviewed by the ClawHub community.
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Frequently asked questions
Is vector-index-tuning safe to install?
vector-index-tuning has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does vector-index-tuning cost?
vector-index-tuning is free to install for OpenClaw via ClawHub.
What are the best alternatives to vector-index-tuning?
You can compare vector-index-tuning side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install vector-index-tuning?
Install vector-index-tuning from ClawHub at clawhub.ai/skills/vector-index-tuning, or use the install action on this page to copy the command for your OpenClaw agent.
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