semvec/pypi-packages huggingface dataset:
polymage 0.0.7
polymage : a multimodal agent python library
License: Apache 2.0
Requires Python: >=3.13

# Multimodal Agents Framework

A modular, platform-agnostic Python library to orchestrate multimodal AI agents across platforms 
and models (Gemma, moondream, Flux, HiDream, etc.)

Can run both on Local platforms
- Ollama (https://ollama.com), available for macOS, Windows, and Linux
- LmStudio (https://lmstudio.ai), available for macOS, Windows, and Linux
- DrawThings (https://drawthings.ai), available only on macOS

And on Cloud platforms
- Groq ( https://groq.com/ )
- Cloudflare ( https://developers.cloudflare.com/workers-ai/ )
- Togetherai ( https://docs.together.ai/intro )
- Hugginface ( https://huggingface.co/docs/hub/en/api )

## ✨ Features

- Define agents with prompts + multimodal inputs (image, audio, video, text)
- Run same agent on multiple platforms/models for comparison
- Workflow orchestration : just python scripts or tools like Apache Airflow

## 🚀 Quick Start

### Clone the repo

```bash
# clone the repo
 git clone 
```

### Use uv to create a virtual environment (https://docs.astral.sh/uv/)

uv is the best tool to manage multiple python version and multiple virtual python environment on your machine

Installation guide at https://docs.astral.sh/uv/getting-started/installation/

```bash
uv venv
```




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Apache 2.0 License — Happy building! 🚀
tdl-xoa-driver 1.7.6
TDL XOA Python API is a Python library providing user-friendly communication interfaces to Teledyne LeCroy Xena Ethernet traffic generation test equipment. It provides a rich collection of APIs that can be used to either write test scripts or develop applications.
License: Apache 2.0
Requires Python: >=3.11

![PyPI - Python Version](https://img.shields.io/pypi/pyversions/tdl-xoa-driver) [![PyPI](https://img.shields.io/pypi/v/tdl-xoa-driver)](https://pypi.python.org/pypi/tdl-xoa-driver) [![Documentation Status](https://readthedocs.com/projects/xena-networks-tdl-xoa-driver/badge/?version=latest)](https://docs.xenanetworks.com/projects/tdl-xoa-driver/en/latest/?badge=latest)
# TDL XOA Python API
TDL XOA Python API is a standalone Python library that provides a user-friendly and powerful interface for automating network testing tasks using Xena Networks test equipment. Xena test equipment is a high-performance network test device designed for testing and measuring the performance of network equipment and applications.

## Introduction
The TDL XOA Python API is designed to be easy to use and integrate with other automation tools and frameworks. It provides a comprehensive set of methods and classes for interacting with Xena test equipment, including the ability to create and run complex test scenarios, generate and analyze traffic at line rate, and perform detailed analysis of network performance and behavior.

The TDL XOA Python API simplifies the process of automating network testing tasks using Xena test equipment. It provides a simple, yet powerful, interface for interacting with Xena test equipment using the Python programming language. With the TDL XOA Python API, network engineers and testing professionals can easily create and execute test scenarios, generate and analyze traffic, and perform detailed analysis of network performance and behavior, all while leveraging the power and flexibility of the Python programming language.

Overall, the TDL XOA Python API is a valuable tool for anyone looking to automate their network testing tasks using Xena test equipment. With its simple, yet powerful, interface and support for the Python programming language, the TDL XOA Python API provides a flexible and extensible framework for automating network testing tasks and improving the quality of network infrastructure.

## Documentation
The user documentation is hosted:
[XOA Driver Documentation](https://docs.xenanetworks.com/projects/tdl-xoa-driver)

## Key Features
* Objected-oriented, high-level abstraction, to help users save time on parsing command responses.
* Supporting sending commands in batches to increase code execution efficiency.
* Automatically matching command requests and server response, providing clear information in case a command gets an error response.
* Supporting server-to-client push notification, and event subscription, to reduce user code complexity.
* Covering commands of Xena testers, including Xena Valkyrie, Vulcan, and Chimera.
* Supporting IDE auto-complete with built-in class/function/API use manual, to increase development efficiency.