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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
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| Date | Stars |
|---|---|
| 2026-07-31 | 5293 |
| 2026-08-02 | 5293 |
| 2026-08-04 | 5293 |
| 2026-08-06 | 5293 |
Today
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<div align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://github.com/landing-ai/vision-agent/blob/main/assets/logo_light.svg?raw=true">
<source media="(prefers-color-scheme: light)" srcset="https://github.com/landing-ai/vision-agent/blob/main/assets/logo_dark.svg?raw=true">
<img alt="VisionAgent" height="200px" src="https://github.com/landing-ai/vision-agent/blob/main/assets/logo_light.svg?raw=true">
</picture>
_Prompt with an image/video → Get runnable vision code → Build Visual AI App in minutes_
[](https://discord.gg/wPdN8RCYew)
[](https://badge.fury.io/py/vision-agent)
</div>
<p align="center">
<a href="https://discord.com/invite/RVcW3j9RgR" target="_blank"><strong>Discord</strong></a> ·
<a href="https://landing.ai/blog/visionagent-an-agentic-approach-for-complex-visual-reasoning" target="_blank"><strong>Architecture</strong></a> ·
<a href="https://www.youtube.com/playlist?list=PLrKGAzovU85fvo22OnVtPl90mxBygIf79" target="_blank"><strong>YouTube</strong></a>
</p>
<br />
**VisionAgent** is the Visual AI pilot from LandingAI. Give it a prompt and an image, and it automatically picks the right vision models and outputs ready‑to‑run code—letting you build vision‑enabled apps in minutes. You can play around with VisionAgent using our local webapp in `examples/chat` and following the directions in the `README.md`:
<https://github.com/user-attachments/assets/752632b3-dda5-44f1-b27e-5cb4c97757ac>
## Steps to Set Up the Library
### Get Your VisionAgent API Key
The most important step is to [create an account](https://va.landing.ai/home) and obtain your [API key](https://va.landing.ai/settings/api-key).
### Other Prerequisites
- Python version 3.9 or higher
- [Anthropic API key](#get-an-anthropic-api-key)
- [Google API key](#get-a-google-api-key)
### Why do I need Anthropic and Google API Keys?
VisionAgent uses models from Anthropic and Google to respond to prompts and generate code.
When you run VisionAgent, the app will need to use your API keys to access the Anthropic and Google models. This ensures that any projects you run with VisionAgent aren’t limited by the rate limits in place with the LandingAI accounts, and it also prevents many users from overloading the LandingAI rate limits.
Anthropic and Google each have their own rate limits and paid tiers. Refer to their documentation and pricing to learn more.
> **_NOTE:_** In VisionAgent v1.0.2 and earlier, VisionAgent was powered by Anthropic Claude-3.5 and OpenAI o1. If using one of these VisionAgent versions, you get an OpenAI API key and set it as an environment variable.
### Get an Anthropic API Key
1. If you don’t have one yet, create an [Anthropic Console account](https://console.anthropic.com/).
2. In the Anthropic Console, go to the [API Keys](https://console.anthropic.com/settings/keys) page.
3. Generate an API key.
### Get a Google API Key
1. If you don’t have one yet, create a [Google AI Studio account](https://aistudio.google.com/).
2. In Google AI Studio, go to the [Get API Key](https://aistudio.google.com/app/apikey) page.
3. Generate an API key.
## Installation
Install with uv:
```bash
uv add vision-agent
```
Install with pip:
```bash
pip install vision-agent
```
## Quickstart: Prompt VisionAgent
Follow this quickstart to learn how to prompt VisionAgent. After learning the basics, customize your prompt and workflow to meet your needs.
1. Get your Anthropic, Google, and VisionAgent API keys.
2. [Set the Anthropic, Google, and VisionAgent API keys as environment variables](#set-api-keys-as-environment-variables).
3. [Install VisionAgent](#installation).
4. Create a folder caExcerpt of 10,861 characters
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Ankit Khare · R&D @ Learning and Adaptive Robotics Laboratory - UT-Arlington · United States
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Alex Sherstinsky
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Would you bet a product on this? Bounded 0–100 and slow moving.
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