Metadata-Version: 2.3
Name: tot-sdk
Version: 2026.10.23a301
Summary: Official Tool of Tools Framework Package
Author-email: Jonathan Steck <jsteck@sapiosciences.com>
License: MPL-2.0
Keywords: agentic,ai,llm,rest
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.13
Requires-Dist: certifi>=2026.10.19
Requires-Dist: grpcio-health-checking>=1.84.1
Requires-Dist: grpcio-tools>=1.84.1
Requires-Dist: grpcio>=1.84.1
Requires-Dist: jsonschema>=4.26.0
Requires-Dist: nvidia-ml-py
Requires-Dist: psutil
Requires-Dist: sapiopycommons>=2026.9.4a243
Description-Content-Type: text/markdown


# tot-sdk: Official Tool of Tools Framework Package

-----------------
[![PyPI Latest Release](https://img.shields.io/pypi/v/tot-sdk.svg)](https://pypi.org/project/tot-sdk/) [![License](https://img.shields.io/pypi/l/tot-sdk.svg)](https://www.mozilla.org/en-US/MPL/2.0/)

## What is it?
tot-sdk contains the code necessary for creation of agents/tools capable of being used within the Tool of Tools framework.

## Security: CA certificate update
CVE-2026-91403 also affects Python applications that trust an outdated
certificate store. Keep every environment that runs this package at or above these versions:
- certifi 2026.10.19 or later. This package requires it, but an environment that already has an older certifi must be upgraded.
- pip 26.2.2 or later, in every virtual environment.
- uv 0.13.4 or later, if you use uv.
- Your operating system's corrected CA certificate package, and rebuilt container images that do not reuse cached layers.

See the [Python security announcement](https://discuss.python.org/t/information-for-python-users-regarding-emudhra-emsign-ca-certificate-security-incident/109576)
for the checksum-pinned command to safely bootstrap the corrected pip.

## Licenses
tot-sdk is licensed under MPL 2.0.

pypi.org is granted the right to distribute tot-sdk forever.

This license does not provide any rights to use any other copyrighted artifacts from Tool of Tools/Sigmatic Sciences. (And they are typically written in another programming language with no linkages to this library.)

## About Us
Sigmatic Sciences is a technology company dedicated to accelerating research and development for biopharmaceutical organizations. Its platform, empowers scientific teams to design and execute in silico R&D workflows supporting a wide range of activities—from early-stage drug discovery to scale-up and bioproduction.

By integrating scientific data from public, private, and client sources with computational models and AI-driven orchestration, Sigmatic Sciences enables researchers to explore hypotheses more efficiently and prioritize the most promising drug candidates for further development. This approach drives faster, more informed decision-making while optimizing both scientific and wet-lab resources.

Visit us at <a href="https://www.sigmaticsciences.com/">Sigmatic Sciences</a>.
