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Publishing MTPX To PyPI

Publishing MTPX To PyPI explains the publishing layer of MTPX with practical guidance for building inspectable, tool-using agents.

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Publishing MTPX To PyPI
Chapter 017ReleasePublishingIndex
01Orientation

Publishing MTPX To PyPI belongs to the release track. The page breaks the idea into responsibilities, implementation rules, failure modes, and the signals you should expose in a product UI.

Use this when

Use this when you need to understand how publishing mtpx to pypi affects a real MTPX agent before you wire it into an application.

  • What publishing mtpx to pypi owns in the runtime.
  • How it connects to planning, tool execution, events, providers, or storage.
  • What to log, test, and expose to users when this layer is active.
  • Common mistakes that make agent systems hard to inspect.
02 / syntax starter
from mtp import Agent
from mtp.providers import Groq

agent = Agent.MTPAgent(provider=Groq(), tools=tools)
print(agent.run("Publishing MTPX To PyPI: explain the next runtime step.", max_rounds=4))
03 / manual

Read the system

The complete source manual—syntax, examples, linked references, edge cases, and implementation notes.

Documentation index ↗

This guide documents the release workflow for the mtpx package.

Prerequisites

  • PyPI account
  • Project ownership for mtpx on PyPI
  • Build tools:
bashpython -m pip install --upgrade build twine

Build

From repository root:

bashpython -m build

Artifacts:

  • dist/*.whl
  • dist/*.tar.gz

Validate Distributions

bashpython -m twine check dist/*
bashpython -m twine upload --repository testpypi dist/*

Install test package:

bashpip install --index-url https://test.pypi.org/simple/ mtpx

Publish To PyPI

bashpython -m twine upload dist/*

After upload:

bashpip install mtpx

Releasing A New Version

  1. Update version in pyproject.toml.
  2. Update CHANGELOG.md.
  3. Verify optional dependency extras are current and valid.
  4. Rebuild and validate.
  5. Publish with Twine.

Versioning policy uses semantic versioning:

  • Patch: bug fixes
  • Minor: backward-compatible features
  • Major: breaking changes

Suggested Release Checklist

bash# update pyproject.toml version first
python -m pytest tests/test_packaging_extras.py
python -m pip install -e ".[all]"
python -m build
python -m twine check dist/*
python -m twine upload dist/*

Optional git tagging:

bashgit tag v0.1.4
git push origin v0.1.4

Troubleshooting

  • File already exists
  • Version already published. Bump version and rebuild.
  • 403 Forbidden
  • Invalid or expired PyPI token.
  • Invalid distribution
  • Remove old artifacts and build again.

Notes

  • Core package import remains import mtp.
  • Package name for installation is mtpx.
  • Provider SDKs and database drivers are optional and installed separately.

Step 1: Clean old build files

Remove-Item -Recurse -Force dist, build -ErrorAction SilentlyContinue Remove-Item -Recurse -Force src\*.egg-info -ErrorAction SilentlyContinue

Step 2: Build the package

python -m build

Step 3: Validate the package

python -m twine check dist/*

Step 4: Upload to PyPI

python -m twine upload dist/mtpx-0.1.33*

pip install -e .

01

Read

Understand where Publishing MTPX To PyPI sits in the agent loop before adding abstractions.

02

Wire

Connect the smallest useful provider, registry, store, or event stream first.

03

Observe

Expose events, logs, results, and failure states while the runtime is still moving.

04

Harden

Add policy, tests, retries, and audit traces after the behavior is visible.

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