| It returns the modified image.' | |
| Name: 'image_transformer' | |
| The name and description are accurate and fit the style of the curated set of tools. | |
| Next, let's instantiate an agent with controlnet_transformer and upscaler: | |
| py | |
| tools = [controlnet_transformer, upscaler] | |
| agent = HfAgent("https://api-inference.huggingface.co/models/bigcode/starcoder", additional_tools=tools) | |
| This command should give you the following info: | |
| text | |
| image_transformer has been replaced by <transformers_modules.diffusers.controlnet-canny-tool.bd76182c7777eba9612fc03c0 | |
| 8718a60c0aa6312.image_transformation.ControlNetTransformationTool object at 0x7f1d3bfa3a00> as provided in `additional_tools` | |
| The set of curated tools already has an image_transformer tool which is hereby replaced with our custom tool. | |
| Overwriting existing tools can be beneficial if we want to use a custom tool exactly for the same task as an existing tool | |
| because the agent is well-versed in using the specific task. |