polymage : a multimodal agent python library
Project description
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
# 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/
uv venv
Apache 2.0 License — Happy building! 🚀
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