@potatoannotator.bsky.social
We're looking forward to adding new features and keeping Potato supported for years to come, so please feel free to send feature requests on the github too github.com/davidjurgens...
GitHub - davidjurgens/potato: potato: portable text annotation tool
potato: portable text annotation tool. Contribute to davidjurgens/potato development by creating an account on GitHub.
github.com
January 29, 2026 at 9:22 PM
We're looking forward to adding new features and keeping Potato supported for years to come, so please feel free to send feature requests on the github too github.com/davidjurgens...
A whole dedicated website! www.potatoannotator.com
- Task design wizard!
- Extensive showcase of 80+ annotation tasks from real papers
- So much documentation
You can easily add your tasks to our showcase with a pull request here github.com/davidjurgens...
- Task design wizard!
- Extensive showcase of 80+ annotation tasks from real papers
- So much documentation
You can easily add your tasks to our showcase with a pull request here github.com/davidjurgens...
Potato - AI-Powered Annotation Tool
From zero to annotating in minutes. Configuration-first annotation with AI features.
www.potatoannotator.com
January 29, 2026 at 9:22 PM
A whole dedicated website! www.potatoannotator.com
- Task design wizard!
- Extensive showcase of 80+ annotation tasks from real papers
- So much documentation
You can easily add your tasks to our showcase with a pull request here github.com/davidjurgens...
- Task design wizard!
- Extensive showcase of 80+ annotation tasks from real papers
- So much documentation
You can easily add your tasks to our showcase with a pull request here github.com/davidjurgens...
Many, many quality of life improvements
- New support for Amazon Mechanical Turk!
- Passwordless servers for trusted environments
- Dynamic data loading—new data can be added to a running server (h/t @mariaa.bsky.social for the request)
- Easier debugging
- So much new documentation
- New support for Amazon Mechanical Turk!
- Passwordless servers for trusted environments
- Dynamic data loading—new data can be added to a running server (h/t @mariaa.bsky.social for the request)
- Easier debugging
- So much new documentation
January 29, 2026 at 9:22 PM
Many, many quality of life improvements
- New support for Amazon Mechanical Turk!
- Passwordless servers for trusted environments
- Dynamic data loading—new data can be added to a running server (h/t @mariaa.bsky.social for the request)
- Easier debugging
- So much new documentation
- New support for Amazon Mechanical Turk!
- Passwordless servers for trusted environments
- Dynamic data loading—new data can be added to a running server (h/t @mariaa.bsky.social for the request)
- Easier debugging
- So much new documentation
Improved and customized UI
- The whole Potato UI has been overhauled to support mobile annotation better
- New task-specific UI customization lets you easily adjust your task's specific layout without hacking the tool
It's now super easy to polish your design the way you want on Potato
- The whole Potato UI has been overhauled to support mobile annotation better
- New task-specific UI customization lets you easily adjust your task's specific layout without hacking the tool
It's now super easy to polish your design the way you want on Potato
January 29, 2026 at 9:22 PM
Improved and customized UI
- The whole Potato UI has been overhauled to support mobile annotation better
- New task-specific UI customization lets you easily adjust your task's specific layout without hacking the tool
It's now super easy to polish your design the way you want on Potato
- The whole Potato UI has been overhauled to support mobile annotation better
- New task-specific UI customization lets you easily adjust your task's specific layout without hacking the tool
It's now super easy to polish your design the way you want on Potato
Flexible annotation/survey flow
- Annotators can go through mandatory training
- Support for multiple pre/post-annotation surveys
- Chain together different annotation tasks one-after-another
- Expertise-base instance routing
We're working on more dynamic flows and item routing too!
- Annotators can go through mandatory training
- Support for multiple pre/post-annotation surveys
- Chain together different annotation tasks one-after-another
- Expertise-base instance routing
We're working on more dynamic flows and item routing too!
January 29, 2026 at 9:22 PM
Flexible annotation/survey flow
- Annotators can go through mandatory training
- Support for multiple pre/post-annotation surveys
- Chain together different annotation tasks one-after-another
- Expertise-base instance routing
We're working on more dynamic flows and item routing too!
- Annotators can go through mandatory training
- Support for multiple pre/post-annotation surveys
- Chain together different annotation tasks one-after-another
- Expertise-base instance routing
We're working on more dynamic flows and item routing too!
Built in support for quality control
- Attention checks (catch distracted annotators)
- Gold standard tracking
- Live inter-annotator agreement metrics
- Training phase with feedback
We have a whole new admin dashboard to keep track of annotation process in real time
- Attention checks (catch distracted annotators)
- Gold standard tracking
- Live inter-annotator agreement metrics
- Training phase with feedback
We have a whole new admin dashboard to keep track of annotation process in real time
January 29, 2026 at 9:22 PM
Built in support for quality control
- Attention checks (catch distracted annotators)
- Gold standard tracking
- Live inter-annotator agreement metrics
- Training phase with feedback
We have a whole new admin dashboard to keep track of annotation process in real time
- Attention checks (catch distracted annotators)
- Gold standard tracking
- Live inter-annotator agreement metrics
- Training phase with feedback
We have a whole new admin dashboard to keep track of annotation process in real time
Potato has finally moved beyond just text! New in 2.0:
- Audio annotation with segment labeling and waveform visualization
- Video annotation with frame-by-frame labeling
- Image region labeling
One platform for text, audio, video, and images—or multimodal!
- Audio annotation with segment labeling and waveform visualization
- Video annotation with frame-by-frame labeling
- Image region labeling
One platform for text, audio, video, and images—or multimodal!
January 29, 2026 at 9:22 PM
Potato has finally moved beyond just text! New in 2.0:
- Audio annotation with segment labeling and waveform visualization
- Video annotation with frame-by-frame labeling
- Image region labeling
One platform for text, audio, video, and images—or multimodal!
- Audio annotation with segment labeling and waveform visualization
- Video annotation with frame-by-frame labeling
- Image region labeling
One platform for text, audio, video, and images—or multimodal!
AI-Assisted Annotation
Potato 2.0 works with multiple LLM providers (OpenAI, Anthropic, Gemini) and local LLMs (vLLM, Ollama) to help annotators work faster:
- Intelligent hints without giving answers
- Keyword highlighting
- Label suggestions
Your annotators get guidance. You keep control.
Potato 2.0 works with multiple LLM providers (OpenAI, Anthropic, Gemini) and local LLMs (vLLM, Ollama) to help annotators work faster:
- Intelligent hints without giving answers
- Keyword highlighting
- Label suggestions
Your annotators get guidance. You keep control.
January 29, 2026 at 9:22 PM
AI-Assisted Annotation
Potato 2.0 works with multiple LLM providers (OpenAI, Anthropic, Gemini) and local LLMs (vLLM, Ollama) to help annotators work faster:
- Intelligent hints without giving answers
- Keyword highlighting
- Label suggestions
Your annotators get guidance. You keep control.
Potato 2.0 works with multiple LLM providers (OpenAI, Anthropic, Gemini) and local LLMs (vLLM, Ollama) to help annotators work faster:
- Intelligent hints without giving answers
- Keyword highlighting
- Label suggestions
Your annotators get guidance. You keep control.