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TL;DR In early 2024, Snowflake launched its AI suite, introducing Cortex Analyst for Text-to-SQL and Cortex Search for RAG.
Is Cortex Analyst the Ultimate Text-to-SQL Tool for Snowflake Users ? Read More »
Introduction Machine learning models are powerful, but without an intuitive user interface (UI), they often remain out of reach for those without technical backgrounds. This is where Gradio comes in. Indeed, if you are looking to create an accessible, interactive UI for your ML model, it is the tool you need. In this article, we’ll
Gradio: The Perfect Tool for Building ML Model UIs Quickly and Easily Read More »
In 2022, Charlie Marsh released ruff, a powerful Python linter widely adopted by the Python community for its speed. He founded a company called Astral, recruited some people, and now released uv, an extremely fast and all-in-one Python package manager.
Thanks pyenv + poetry, but I’ll use uv for Python virtualenvs now! Read More »
In this article, I’ll explain how I used BigQuery and Gemini to improve my eating habits by creating a more accurate food database. I initially relied on conventional calorie-tracking apps, but their databases, filled with user-submitted data, can be unreliable.
How I created my nutritional database with Gemini and BigQuery Read More »
Google has open sourced A2UI, an Agent to User Interface specification and set of libraries that lets agents describe rich native interfaces in a declarative JSON format while client applications render them with their own components. The project targets a clear problem, how to let remote agents present secure, interactive interfaces across trust boundaries without
Anthropic has released Bloom, an open source agentic framework that automates behavioral evaluations for frontier AI models. The system takes a researcher specified behavior and builds targeted evaluations that measure how often and how strongly that behavior appears in realistic scenarios. Why Bloom? Behavioral evaluations for safety and alignment are expensive to design and maintain.
NVIDIA has released the Nemotron 3 family of open models as part of a full stack for agentic AI, including model weights, datasets and reinforcement learning tools. The family has three sizes, Nano, Super and Ultra, and targets multi agent systems that need long context reasoning with tight control over inference cost. Nano has about
Google has released T5Gemma 2, a family of open encoder-decoder Transformer checkpoints built by adapting Gemma 3 pretrained weights into an encoder-decoder layout, then continuing pretraining with the UL2 objective. The release is pretrained only, intended for developers to post-train for specific tasks, and Google explicitly notes it is not releasing post-trained or IT checkpoints
Fine-tune popular AI models faster with Unsloth on NVIDIA RTX AI PCs such as GeForce RTX desktops and laptops to RTX PRO workstations and the new DGX Spark to build personalized assistants for coding, creative work, and complex agentic workflows. The landscape of modern AI is shifting. We are moving away from a total reliance
Even networks long considered “untrainable” can learn effectively with a bit of a helping hand. Researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have shown that a brief period of alignment between neural networks, a method they call guidance, can dramatically improve the performance of architectures previously thought unsuitable for modern tasks.Their findings
Guided learning lets “untrainable” neural networks realize their potential Read More »
