

Transformers version v4.29.0, building on the concept of tools and agents. You can play with in
this colab.
In short, it provides a natural language API on top of transformers: we define a set of curated tools and design an 
agent to interpret natural language and to use these tools. It is extensible by design; we curated some relevant tools, 
but we'll show you how the system can be extended easily to use any tool developed by the community.
Let's start with a few examples of what can be achieved with this new API. It is particularly powerful when it comes 
to multimodal tasks, so let's take it for a spin to generate images and read text out loud.
py
agent.run("Caption the following image", image=image)
| Input                                                                                                                   | Output                        |
|-----------------------------------------------------------------------------------------------------------------------------|-----------------------------------|
|  | A beaver is swimming in the water |