Google Research workforce has launched a new agentic RAG framework. It is constructed into the Gemini Enterprise Agent Platform. It powers a characteristic known as Cross-Corpus Retrieval, now in public preview. The goal is a identified failure mode in enterprise search. Standard single-step RAG was not constructed for multi-source, multi-hop queries. Ask “What are the…
In this tutorial, we use GEPA as a reflective prompt-evolution framework to enhance the way in which a language mannequin solves arithmetic phrase issues. We start with a weak seed immediate, create a small deterministic benchmark, outline a structured evaluator, and move actionable suggestions to GEPA so it could possibly perceive why a candidate immediate…
Low-code and no-code platforms have moved from easy drag-and-drop builders to AI-native growth environments. In 2026, most of them ship a built-in assistant that turns a textual content immediate right into a working app, agent, or automation. This record covers 21 instruments that AI practitioners use right this moment, grouped by what they do greatest….
Most search brokers are educated as insurance policies over a rising transcript. The mannequin decides search. It should additionally bear in mind what it noticed, which proof issues, and which claims it checked. A staff of researchers from University of Illinois Urbana-Champaign, UC Berkeley, and Chroma argues this asks an excessive amount of. Reinforcement studying…
In this tutorial, we analyze NVIDIA garak as a sensible framework for defensive LLM red-teaming. We begin by organising Garak, then transfer by means of plugin discovery, dry runs, real-model scans, multi-probe evaluations, report evaluation, customized probe creation, customized detector creation, and AVID export. Instead of operating solely a single scan, we use Garak end-to-end…
This week, Google AI crew launched the Colab CLI. The software connects your native terminal to distant Colab runtimes. It lets builders and AI brokers run code on cloud GPUs and TPUs. You keep in your terminal the complete time. The CLI is open supply below the Apache 2.0 license. What is Google Colab CLI…
Moonshot AI has launched Kimi Code CLI, an open-source coding agent that runs in the terminal. The software reads and edits code, runs shell instructions, searches recordsdata, and fetches net pages. It then chooses its subsequent step primarily based on the suggestions it receives. The undertaking is MIT-licensed and lives on GitHub.. Kimi Code CLI…
NVIDIA’s Nemotron Speech workforce has launched Nemotron 3.5 ASR. It is a 600M-parameter streaming Automatic Speech Recognition (ASR) mannequin. A single checkpoint transcribes 40 language-locales in actual time. Punctuation and capitalization are constructed in natively. The mannequin ships as open weights on Hugging Face. The license is OpenMDW-1.1. The structure is a Cache-Aware QuickConformer-RNNT. What…
In this tutorial, we work by way of an end-to-end workflow for Qualcomm AI Hub Models. We begin by organising the required package deal, discovering the out there mannequin assortment, and loading MobileNet-V2 for native PyTorch inference. We additionally deal with an essential input-shape problem by changing NHWC picture tensors into the NCHW format anticipated…