Toloka-Kit

Documentation

Website | API Documentation | Platform

Designed by engineers for engineers, Toloka lets you integrate an on-demand workforce directly into your processes. Our cloud-based crowdsourcing platform is a fast and efficient way to collect and label large data sources for machine learning and other business purposes.

Main advantages of Toloka:

• Top-quality data - Collect and annotate training data that meets and exceeds industry quality standards thanks to multiple quality control methods and mechanisms available in Toloka.
• Scalable projects - Have any amounts of image, text, speech, audio, or video data collected and labeled for you by millions of skilled Toloka users across the globe.
• Cost-efficiency - Save time and money with this purpose-built platform for handling large-scale data collection and annotation projects, on-demand 24/7, at your own price and within your timeframe.
• Free, powerful API - Build scalable and fully automated human-in-the-loop machine learning pipelines with a powerful open API.

⚠️ toloka-kit==1.0.0 breaking changes ⚠️

Starting with 1.0.0 release only the core version of the package is installed by default. See "Optional dependencies" section for details.

Requirements

• Python 3.7+
• Register in Toloka.ai as requester. Registration process described here.
• Topping up your account.
• Getting an OAuth. Learn more in help and in the image below.

Get Started

Installing toloka-kit is as easy as:

$ pip install toloka-kit

Note: this project is still under heavy development and interfaces may change slightly. For production environments please specify exact package version. For example: toloka-kit==0.1.26

Optional dependencies

If you want to install toloka-kit with all additional dependencies:

$ pip install toloka-kit[all]

or install only required extra dependencies (see our documentation):

$ pip install toloka-kit[pandas,autoquality,s3,zookeeper,jupyter-metrics]  # remove unnecessary requirements from the list

Try your first program and checks the validity of the OAuth token:

import toloka.client as toloka

toloka_client = toloka.TolokaClient(input("Enter your token:"), 'PRODUCTION')
print(toloka_client.get_requester())

Free trial

To get acquainted with Toloka tools for free, you can use the promo code TOLOKAKIT1 on $20 on your profile page after registration.

Useful Links

• Toloka homepage.
• Toloka requester's guide.
• We recommend that you first get acquainted with Toloka through the web interface and implement one of the tutorials.
• Toloka API documentation.
• Toloka-kit usage examples.

Questions and bug reports

• For reporting bugs please use the Toloka/bugreport page.
• Join our English-speaking slack community for both tech and abstract questions.

Contributing

Feel free to contribute to toloka-kit. Right now, we really need more usage examples.

License

© YANDEX LLC, 2020-2021. Licensed under the Apache License, Version 2.0. See LICENSE file for more details.