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[Tutorial] Building a Visual Document Retrieval Pipeline with ColPali and Late Interaction Scoring

In this tutorial, we build an end-to-end visual document retrieval pipeline using ColPali. We focus on making the setup robust by resolving common dependency conflicts and ensuring the environment stays stable. We render PDF pages as images, embed them using ColPali’s multi-vector representations, and rely on late-interaction scoring to retrieve the most relevant pages for […]

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Tavus Launches Phoenix-4: A Gaussian-Diffusion Model Bringing Real-Time Emotional Intelligence And Sub-600ms Latency To Generative Video AI

The ‘uncanny valley’ is the final frontier for generative video. We have seen AI avatars that can talk, but they often lack the soul of human interaction. They suffer from stiff movements and a lack of emotional context. Tavus aims to fix this with the launch of Phoenix-4, a new generative AI model designed for

Tavus Launches Phoenix-4: A Gaussian-Diffusion Model Bringing Real-Time Emotional Intelligence And Sub-600ms Latency To Generative Video AI Read More »

Tech firms must remove ‘revenge porn’ in 48 hours or risk being blocked, says Starmer

PM says measure, also applied to deepfake nudes, is needed owing to a ‘national emergency’ of online misogynyDeepfake nudes and “revenge porn” must be removed from the internet within 48 hours or technology firms risk being blocked in the UK, Keir Starmer has said, calling it a “national emergency” that the government must confront.Companies could

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Illinois governor proposes cancelling tax breaks for datacenters

Pritzker’s move reflects increasing public pushback against resource-hungry facilities used to power the AI boomThe Illinois governor JB Pritzker proposed a two-year break from offering tax incentives for datacenters, a reflection of increasing public pushback against the massive, resource-hungry facilities used to power the modern AI boom.Pritzker made the proposal, which will need the backing

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Google DeepMind Releases Lyria 3: An Advanced Music Generation AI Model that Turns Photos and Text into Custom Tracks with Included Lyrics and Vocals

Google DeepMind is pushing the boundaries of generative AI again. This time, the focus is not on text or images. It is on music. The Google team recently introduced Lyria 3, their most advanced music generation model to date. Lyria 3 represents a significant shift in how machines handle complex audio waveforms and creative intent.

Google DeepMind Releases Lyria 3: An Advanced Music Generation AI Model that Turns Photos and Text into Custom Tracks with Included Lyrics and Vocals Read More »

Countries that do not embrace AI could be left behind, says OpenAI’s George Osborne

Without AI you will be a ‘weaker and poorer nation’, says former UK chancellor two months into job at US firmThe former chancellor George Osborne has said countries that do not embrace the kind of powerful AI systems made by his new employer, OpenAI, risk “Fomo” and could be left weaker and poorer.Osborne, who is

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The best kettles in the UK to save energy and speed up your cuppa, tested

We boiled litres of water to find the best electric kettles, from hard-water heroes to vintage-style, repairable and wifi-connected models• The best air fryers, tried and tested for crisp and crunchDespite the march of progress, the humble kettle remains a kitchen staple. It’s what we turn to in times of strife, when spirits are flagging,

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Is it smarter to have a dumb home? ‘We’ve seen clients unable to flush toilets’

Australia experienced a boom in smart-home technology at the start of the 2020s. Years on, some early adopters are experiencing buyer’s remorseGet our weekend culture and lifestyle emailWhen the smart home devices Elly Bailey was expecting in the post never showed up at her Gold Coast home, she was frustrated. As a technology reviewer, these

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The bogus four-day workweek that AI supposedly ‘frees up’

Business leaders tout AI as a path to shorter weeks and better balance. But without power, workers are unlikely to share the gainsThe front-page headline in a recent Washington Post was breathless: “These companies say AI is key to their four-day workweeks.” The subhead was euphoric: “Some companies are giving workers back more time as

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Google Introduces Jetpack Compose Glimmer: A New Spatial UI Framework Designed Specifically for the Next Generation of AI Glasses

Google is moving beyond the rectangular screen. For over 10 years, Google designers have explored how to build interfaces for transparent displays. The result is Jetpack Compose Glimmer, a design system built specifically for display AI glasses. For devs and data scientists, this is a shift from designing for pixels to designing with light. The

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