Conductor is an open-source CLI (MIT license, Microsoft org) that takes a different approach: you define your multi-agent workflows in YAML, and the routing between agents is deterministic. Jinja2 templates and expression evaluation handle conditions and branching. The orchestration layer consumes zero tokens. The structure is fixed at definition time—and that's the point.
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ONNX Script is a new open-source library for directly authoring ONNX models in Python.
Scikit-learn is one of the most useful libraries for general machine learning in Python. To minimize the cost of deployment and avoid discrepancies, deploying scikit-learn models to production usually leverages Docker containers and pickle, the object serialization module of the Python standard library.
Introduction Over the last few years IoT devices, machine learning (ML), and artificial intelligence (AI) have become very popular and now a lot of companies are moving forward to use them in production. All cloud providers, including Microsoft Azure, provide services on how to deploy developed ML algorithms to edge devices.
Python is a great language for building web apps, and Django is one of the most popular frameworks. It lets developers create web apps fast, including modern RESTful APIs, with security and scalability in mind.
Python has been around for almost three decades. You can use is for web development. You can use it for magic school buses. It has a growing base of developers looking for a programming language that is easy to use, easy to learn, and easy to teach – but broadly applicable.
Quantum computing is a new universe of computing that promises exponential increases in processing power, which could help scientists solve the problems of the future – on topics ranging from biomedical research and smart materials to cryptography and climate science.
Check out the below recap of this week’s open source related community news, product announcements, popular docs, and demos from around Microsoft. Anything else you’d like to hear about? Let us know in the comments.
Brady is the super fierce mascot for open source solutions running on Microsoft Azure and we’re proud to share that, in true open source spirit, Brady’s designs are available on GitHub for everyone to remix and customize for their favorite technologies.
This week Microsoft released the Microsoft Cognitive Toolkit version 2.0 out of beta. The toolkit, previously known as CNTK, is a free, easy-to-use, open source, commercial-grade toolkit that trains deep learning algorithms to learn like the human brain.
