vector-index-tuning

Name: vector-index-tuning
Availability: InStock
Author: 48Nauts-Operator

Community

Tune vector indexes for speed and recall.

Data & Analytics #recall #latency #quantization #HNSW #vector-index

Author48Nauts-Operator

Version1.0.0

Installs0

System Documentation

What problem does it solve?

Optimize vector index performance for latency, recall, and memory.

Core Features & Use Cases

Index type selection (Flat, HNSW, IVF+PQ)
Tuning HNSW parameters (M, efConstruction, efSearch)
Quantization strategies (FP32/FP16/INT8/PQ/Bit)

Quick Start

Recommend HNSW parameters for 1M vectors with target recall 0.95.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: vector-index-tuning
Download link: https://github.com/48Nauts-Operator/opencode-baseline/archive/main.zip#vector-index-tuning

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.

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