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contextual-retrieval

Official

Contextual retrieval with parent context.

Data & Analytics#documentation#chunking#vector-search#parent-context#contextual-retrieval#milvus
Authorzilliztech
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Contextual retrieval locates precise, small chunks while supplying relevant parent context to preserve meaning and improve comprehension.

Core Features & Use Cases

  • Hierarchical chunking to associate child matches with their parent sections
  • Context-window expansion to retrieve surrounding sections for richer answers
  • Markdown-aware chunking for documents with headings, code blocks, and tables
  • Use cases include long contracts, technical docs, legal memos, and research papers

Quick Start

Install and configure Milvus, index documents with hierarchical chunks, and run contextual search against queries.

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: contextual-retrieval
Download link: https://github.com/zilliztech/milvus-marketplace/archive/main.zip#contextual-retrieval

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