MLflow is an open-source platform for managing and tracking machine learning experiments. When used with the OpenAI Agents SDK, MLflow automatically: Logs all agent interactions and API calls Captures tool usage, input/output messages, and intermediate decisions Tracks runs for debugging, performance analysis, and reproducibility This is especially useful when you’re building multi-agent systems where different…
Google DeepMind recently released GenAI Processors, a lightweight, open-source Python library built to simplify the orchestration of generative AI workflows—especially those involving real-time multimodal content. Launched last week, and available under an Apache‑2.0 license, this library provides a high-throughput, asynchronous stream framework for building advanced AI pipelines. Stream‑Oriented Architecture At the heart of GenAI Processors…
Kimi K2, launched by Moonshot AI in July 2025, is a purpose-built, open-source Mixture-of-Experts (MoE) model—1 trillion total parameters, with 32 billion active parameters per token. It’s trained using the custom MuonClip optimizer on 15.5 trillion tokens, achieving stable training at this unprecedented scale without the typical instabilities seen in ultra-large models. Unlike traditional chatbots, K2 is architected…
Mistral AI, in collaboration with All Hands AI, has released updated versions of its developer-focused large language models under the Devstral 2507 label. The release includes two models—Devstral Small 1.1 and Devstral Medium 2507—designed to support agent-based code reasoning, program synthesis, and structured task execution across large software repositories. These models are optimized for performance…
In a strategic move to advance open-source development in medical AI, Google DeepMind and Google Research have introduced two new models under the MedGemma umbrella: MedGemma 27B Multimodal, a large-scale vision-language foundation model, and MedSigLIP, a lightweight medical image-text encoder. These additions represent the most capable open-weight models released to date within the Health AI…
Perplexity, a company already recognized for redefining how users interact with information through AI-powered search, has announced the launch of Comet, an ambitious AI-native web browser. Designed with an AI-first architecture, Comet is set to revolutionize how users navigate, retrieve, and interact with web content by combining browsing with real-time contextual assistance, summarization, and intelligent…
Salesforce AI Research has introduced GTA1, a new graphical user interface (GUI) agent that redefines the state-of-the-art in agentic human-computer interaction. Designed to autonomously operate in real operating system environments such as Linux, GTA1 addresses two critical bottlenecks in GUI agent development: ambiguous task planning and inaccurate grounding of actions. With a 45.2% task success…
Microsoft has officially open-sourced the GitHub Copilot Chat extension for Visual Studio Code (VS Code), placing a previously premium AI-powered coding assistant into the hands of developers—free of charge. Released under the permissive MIT license, the entire feature set that once required a subscription is now accessible to everyone. This shift represents a major milestone…
Hugging Face just released SmolLM3, the latest version of its “Smol” language models, designed to deliver strong multilingual reasoning over long contexts using a compact 3B-parameter architecture. While most high-context capable models typically push beyond 7B parameters, SmolLM3 manages to offer state-of-the-art (SoTA) performance with significantly fewer parameters—making it more cost-efficient and deployable on constrained…
BeeAI FrameworkIn this tutorial, we explore the power and flexibility of the beeai-framework by building a fully functional multi-agent system from the ground up. We walk through the essential components, custom agents, tools, memory management, and event monitoring, to show how BeeAI simplifies the development of intelligent, cooperative agents. Along the way, we demonstrate how…