item-to-item
OfficialSurface similar items for smarter recommendations.
Data & Analytics#embeddings#recommendations#Milvus#cross-category#content-based#item-to-item#similarity-search
Authorzilliztech
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Find and surface content-based similar items to power "more like this" experiences across catalogs.
Core Features & Use Cases
- Content-based similarity: embed item descriptions and other metadata to identify related items (products, articles, media).
- Flexible scoping: supports same-category or cross-category suggestions with optional filters (stock, price, shop).
- Diversity and ranking: ranks results by embedding similarity and applies business rules to ensure variety and feasibility.
Quick Start
To start, index your items, run a similarity query for a source item, and display the top results with their similarity scores.
Dependency Matrix
Required Modules
None requiredComponents
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: item-to-item Download link: https://github.com/zilliztech/milvus-marketplace/archive/main.zip#item-to-item Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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