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Vision agent

Free

Vision Agent is a library that helps you utilize agent frameworks to generate code to solve your vision task. ![GitHub Repo stars](https://img.shields.io/github/stars/landing-ai/vision-agent?style=social)

FreeFree tier
Inputs: image, video
Type
Open Source
Company
LandingAI

About Vision agent

VisionAgent is a Visual AI pilot from LandingAI that enables users to build vision-enabled applications by providing a prompt and an image. It automatically selects appropriate vision models and outputs ready-to-run code. The tool uses agent frameworks to generate code for vision tasks. It requires API keys from Anthropic, Google, and LandingAI to function. Important: VisionAgent has been deprecated in favor of Agentic Document Extraction.

Key Features

Automatically selects the right vision models for a given task
Generates ready-to-run Python code from image/video prompts
Supports local webapp for experimentation
Uses Anthropic and Google models for prompt processing and code generation
Integrates with agent frameworks to solve vision tasks
Provides example scripts and quickstart guide

Pros & Cons

Pros
  • Saves time by automating model selection and code generation
  • Provides runnable code output
  • Open-source with active development (now deprecated)
  • Integration with popular LLM providers (Anthropic, Google)
Cons
  • Tool has been deprecated; recommend using Agentic Document Extraction instead
  • Requires API keys from three services (Anthropic, Google, LandingAI)
  • Dependent on external API availability and rate limits
  • Limited to capabilities of underlying models

Best For

Building visual AI applications rapidlyAutomating vision model selection and code writingPrototyping computer vision solutionsGenerating code for image and video analysis

FAQ

Why do I need Anthropic and Google API Keys?
VisionAgent uses models from Anthropic and Google to respond to prompts and generate code. The API keys ensure you aren't limited by LandingAI's rate limits and prevent overloading.
Is VisionAgent free?
The VisionAgent library itself is open-source and free, but you need to obtain your own API keys (Anthropic, Google, and LandingAI) which may have usage costs.
What happened to VisionAgent?
VisionAgent has been deprecated. Users are encouraged to switch to Agentic Document Extraction.