Skip to main content

Karotte 🥕

Karotte is an open-source framework for building robust RL environments, made by Preference Model.

Documentation: karotte.dev

Install

Karotte needs Python 3.12+ and uv. Runs go into a VM by default: Apple container on macOS, Firecracker on Linux. docker or podman work too. See Installation and Runtimes for what each needs.

uv tool install karotte

Quick start

Create an environment from the default template and run its example task:

karotte create-env my_env
cd my_env
uv sync --extra dev
uv run setup_data.py
export ANTHROPIC_API_KEY=...
uv run karotte run --task example-task --model anthropic/claude-opus-5-5

karotte run builds the image, runs the task, and writes the transcript to out/transcript.json. karotte dashboard out/ shows it. The quick start explains each step, and Writing tasks shows how to add your own.

Development

just lint
just test
just test-template default

Every merge to main is released. See Developing Karotte.

License

Karotte is under the MIT license. The templates in src/karotte/templates/ are under MIT No Attribution (MIT-0), so environments created from them need no license notice.

Third-party software in built images

Images built from the templates contain third-party software under its own licenses. They are based on Amazon Linux 2023. The language-toolchains template installs GPL and LGPL software (gcc, GnuCOBOL, GNU Prolog, Free Pascal, the libraries bundled with Julia, and others), Amazon Corretto (GPL-2.0 with the Classpath Exception) and Clojure (EPL-1.0) for the languages you enable. Mojo, off by default, has its own license terms; check them for the version you enable. If you distribute a built image, you're responsible for complying with the licenses of the software in it.

Metadata

Release files for karotte 3.0.45

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for karotte 3.0.45
File Size Uploaded
karotte-3.0.45.tar.gz 393.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for karotte 3.0.45
File Interpreter ABI Platform
karotte-3.0.45-py3-none-any.whl Python 3 none any Details

Total release size: 881.8 kB

Release files / karotte-3.0.45.tar.gz

Download URL karotte-3.0.45.tar.gz
Size 393.6 kB
Tags Source
SHA-256 checksum
How to use checksums
ea88524ca1aca59acdaa4731682c4adea35fa5a9f2259145c2e8a9777785b4e2
BLAKE2b-256 checksum
How to use checksums
ffd43a63043169cf3443978cc22375aa51bab098a6e89de20f6b4fdcb96e7ea5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / karotte-3.0.45-py3-none-any.whl

Download URL karotte-3.0.45-py3-none-any.whl
Size 488.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
c7198950caf21fa4e1851433e9628fc52f0873a1a3028833f307381d45956117
BLAKE2b-256 checksum
How to use checksums
9d3643d5c6865a32b34919645f95265d05e9998476421d0f75ee5dcdb434c3f2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release history Release notifications | RSS feed

This release

3.0.45 This release

2 release files

3.0.9

2 release files

3.0.7

2 release files

3.0.6

2 release files

3.0.5

2 release files

3.0.4

2 release files

0.0.1

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page