multimodal-rag

Official

Answer visual-text questions from documents.

Authorzilliztech
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps users answer questions about documents that mix text and images, charts, or diagrams by combining textual and visual context.

Core Features & Use Cases

  • Multimodal RAG: Retrieve and reason over both text and image content from PDFs, manuals, reports, and presentations.
  • Visual Q&A: Answer questions about charts, diagrams, and figures embedded in documents.
  • Image-aware retrieval: Return relevant image captions or references alongside text results for richer context.

Quick Start

Example: Ask a question like "What does the revenue chart show on page 2 of the product manual?" and run multimodal reasoning across text and visuals.

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

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