ai-multimodal

Analyze images, audio, and video with the Gemini API.

Updated Feb 27, 2026

Search Tags:#ocr #multimodal #transcription #gemini #video-analysis #image-analysis #audio-analysis

Ready to run

npx skills add https://github.com/haidonglethqb/CloudSchool --skill ai-multimodal-haidonglethqb

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-multimodal
Source: https://github.com/haidonglethqb/CloudSchool/tree/main/.claude/skills/ai-multimodal
Command: npx skills add https://github.com/haidonglethqb/CloudSchool --skill ai-multimodal-haidonglethqb

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires google-genai, python-dotenv, pillow, pypdf, python-docx, docx2pdf, markdown, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Multimodal AI skill helps teams quickly analyze media, extract insights, and generate content from images, audio, and video using Google Gemini APIs.

Core Features & Use Cases

Analyze and caption images, transcribe audio, and summarize videos to accelerate media reviews.
Generate images or short videos from prompts to support creative workflows and asset creation.
Extract text and structured data from documents via vision and multimodal processing for reports and evidence.

Quick Start

Run a sample batch to analyze a set of images and generate a report describing key visual elements.

Frequently Asked Questions about ai-multimodal

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I transcribe audio and summarize video using Gemini AI?▼

To perform multimodal analysis, you supply images, audio, or video files to the Gemini API for batch processing. This extracts text, transcribes audio, and generates visual captions to accelerate media review workflows.

Can I extract text and structured data from documents via OCR?▼

Yes, you can extract text and structured data from documents via OCR and vision processing. The skill applies multimodal processing to parse files and generate structured reports for evidence and analysis.

Do I need a specific API key setup to run image analysis with Gemini?▼

You need a Gemini API key to run image analysis, validated through a centralized resolver. The system supports key rotation and falls back safely on errors to maintain workflow stability during media processing.

What's the best way to automate batch analysis for a set of images?▼

The best way to automate batch image analysis is running a sample batch through the Gemini API. This processes multiple images to generate a comprehensive report describing key visual elements for creative workflows.

Does this multimodal approach work with PDF and DOCX document formats?▼

Yes, multimodal processing works with PDF and DOCX formats using libraries like pypdf and python-docx. It extracts text and structured data from these documents to support report generation and evidence gathering.

Why does multimodal analysis fail when API keys are missing or invalid?▼

Multimodal analysis fails without valid API keys because the Gemini API requires proper authentication. The skill validates keys using a centralized resolver and implements safe fallbacks to prevent workflow interruptions during errors.