Multi-Modal Agent CLI

Command-line interface for multi-modal agents

Work with images, PDFs, and files from the command line.

Diagram

Quick Start

Simple Usage

bash

praisonai-ts image analyze https://example.com/image.jpg --prompt "What do you see?"

With Configuration

bash

praisonai-ts image analyze ./photo.png --model gpt-4o --prompt "Describe this image"

Commands

Analyze Image

bash

# Analyze image from URL
praisonai-ts image analyze https://example.com/image.jpg \
  --prompt "What do you see?"

# Analyze local image
praisonai-ts image analyze ./photo.png \
  --prompt "Describe this image in detail"

# With specific model
praisonai-ts image analyze ./image.jpg \
  --model gpt-4o \
  --prompt "What objects are in this image?"

Generate Image

bash

# Generate image with DALL-E
praisonai-ts image generate "A sunset over mountains" \
  --model dall-e-3 \
  --size 1024x1024 \
  --output ./sunset.png

# With quality setting
praisonai-ts image generate "Futuristic city" \
  --quality hd \
  --style vivid

Process PDF

bash

# Summarize PDF
praisonai-ts pdf summarize ./document.pdf

# Extract text
praisonai-ts pdf extract ./document.pdf --output text.txt

# Ask questions about PDF
praisonai-ts pdf query ./document.pdf \
  --prompt "What are the main findings?"

Options

Option	Type	Default	Description
`--model`	string	`gpt-4o`	Model to use
`--prompt`	string	–	Analysis prompt
`--output`	string	–	Output file path
`--size`	string	`1024x1024`	Image size
`--quality`	string	`standard`	Image quality
`--json`	boolean	`false`	JSON output

Examples

Batch Image Analysis

bash

# Analyze multiple images
praisonai-ts image analyze ./images/*.jpg \
  --prompt "Categorize this image" \
  --output results.json \
  --json

Compare Images

bash

# Compare two images
praisonai-ts image compare ./image1.jpg ./image2.jpg \
  --prompt "What are the differences?"

Interactive Vision Chat

bash

# Start vision chat session
praisonai-ts chat --vision \
  --model gpt-4o \
  --instructions "You are a helpful image analyst"

Environment Variables

Variable	Required	Description
`OPENAI_API_KEY`	Yes	For GPT-4o and DALL-E
`ANTHROPIC_API_KEY`	For Claude	Claude vision

Related Commands

praisonai-ts image list-models – List vision models
praisonai-ts image history – View generation history

Multimodal Agent

Multimodal Agent overview

Vision

Vision overview