Python To Tools
Quickstart
pip install python-to-tools
Check out this simple example to get started!
Overview
Python-to-tools (PTT) is a simple, easy to use python library for implementing agentic handling of Python functions.
With PTT, you write Python code, then attach it to AI "Agents". Then you ask those agents to do stuff. Easy!
Supported Models
| Provider | Model | Standard Agentic Behavior | Recursive Agentic Behavior |
|---|---|---|---|
| Cloudflare | @cf/meta/llama-3.3-70b-instruct-fp8-fast | ✅ | ✅ |
| Cloudflare | @cf/meta/llama-4-scout-17b-16e-instruct | ✅ | ✅ |
| google/gemini-2.5-flash | ✅ | ✅ |
Philosophy
The philosophy of this project is to enable developers to enhance their apps with Agentic AI behavior while emphasizing a "code-first" paradigm.
1 maintainer
Release files for python-to-tools 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| python_to_tools-1.0.0.tar.gz | 34.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| python_to_tools-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 81.1 kB
Release files / python_to_tools-1.0.0.tar.gz
| Download URL | python_to_tools-1.0.0.tar.gz |
|---|---|
| Size | 34.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Provenance
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Signed by GitHub Actions, verified by PyPI on Sep 18, 2026.
Transparency logRelease files / python_to_tools-1.0.0-py3-none-any.whl
| Download URL | python_to_tools-1.0.0-py3-none-any.whl |
|---|---|
| Size | 46.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 18, 2026.
Transparency log
