Metadata-Version: 2.3
Name: tot-sdk
Version: 2026.10.30a317
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
Security fixes are delivered by keeping every environment that runs this package up to date, not only this package itself.
- Dependency minimums that this package needs are enforced in its package metadata, so upgrading the package pulls them in.
- Some vulnerabilities live in packages that this package does not depend on but that its HTTP stack uses if they are installed
(for example Brotli). Audit each environment and container image with `pip-audit`, and rebuild images instead of reusing cached layers.
- Keep pip, and uv if you use it, current in every virtual environment, and keep your operating system's CA certificates updated.

Specific advisories and the versions that fix them are tracked in the Sigmatic release notes and the Python Packaging Advisory
Database.

## 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>.
