Just ahead of its annual I/O developer conference, Google has released an early preview of Gemini 2.5 Pro (I/O Edition)—a substantial update to its flagship AI model focused on software development and multimodal reasoning and understanding. This latest version delivers…
Large Language Models (LLMs) have gained significant attention in recent years, yet understanding their internal mechanisms remains challenging. When examining individual attention heads in Transformer models, researchers have identified specific functionalities in some heads, such as induction heads that predict…
Large reasoning models (LRMs) have shown impressive capabilities in mathematics, coding, and scientific reasoning. However, they face significant limitations when addressing complex information research needs when relying solely on internal knowledge. These models struggle with conducting thorough web information retrieval…
This article demonstrates how to build an intelligent routing system powered by Anthropic’s Claude models. This system improves response efficiency and quality by automatically classifying user requests and directing them to specialised handlers. The workflow analyses incoming queries, determines their…
Recent advancements in LLMs have significantly improved natural language understanding, reasoning, and generation. These models now excel at diverse tasks like mathematical problem-solving and generating contextually appropriate text. However, a persistent challenge remains: LLMs often generate hallucinations—fluent but factually incorrect…
This post is divided into five parts: • Understanding the RAG architecture • Building the Document Indexing System • Implementing the Retrieval System • Implementing the Generator • Building the Complete RAG System An RAG system consists of two main…
Researchers at the Institute of Computing Technology, Chinese Academy of Sciences, have introduced LLaMA-Omni2, a family of speech-capable large language models (SpeechLMs) now available on Hugging Face. This research introduces a modular framework that enables real-time spoken dialogue by integrating…
Google has published the second installment in its Agents Companion series—an in-depth 76-page whitepaper aimed at professionals developing advanced AI agent systems. Building on foundational concepts from the first release, this new edition focuses on operationalizing agents at scale, with…
AgentQL allows you to scrape any website with unstructured data by defining the exact shape of the information you want. It gives you consistent, structured results—even from pages with dynamic content or frequently changing layouts. In this tutorial, we’ll implement…
What would a behind-the-scenes look at a video generated by an artificial intelligence model be like? You might think the process is similar to stop-motion animation, where many images are created and stitched together, but that’s not quite the case…
