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Cohere launches Embed 4: New multimodal search model processes 200-page documents

Source: venturebeat.com | By Emilia David

Published on: 2025-04-28 06:00:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Enterprise retrieval augmented generation (RAG) remains integral to the current agentic AI craze. Taking advantage of the continued interest in agents, Cohere released the latest version of its embeddings model with longer context windows and more multimodality. Cohere’s Embed 4 builds on the multimodal updates of Embed 3 and adds more capabilities around unstructured

Keywords: ai cohere data embed embeddings

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Apple details on-device Apple Intelligence training system using user data

Source: 9to5mac.com | By Chance Miller

Published on: 2025-04-29 14:42:48

Last month, Apple delayed the rollout of its more personal and powerful Siri features. As it looks to right the ship for future Apple Intelligence updates, Bloomberg highlights a shift that Apple is making in how it trains its artificial intelligence models. The report highlights a blog post from Apple’s Machine Learning Research website, explaining how Apple generally uses synthetic data to train its AI models. There are limitations to this strategy, however, including the fact that it’s hard

Keywords: apple emails embeddings synthetic user

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Improving recommendation systems and search in the age of LLMs

Source: news.ycombinator.com | By Eugene Yan

Published on: 2025-06-03 10:40:05

Recommendation systems and search have historically drawn inspiration from language modeling. For example, the adoption of Word2vec to learn item embeddings (for embedding-based retrieval), and using GRUs, Transformer, and BERT to predict the next best item (for ranking). The current paradigm of large language models is no different. Here, we’ll discuss how industrial search and recommendation systems have evolved over the past year or so and cover model architectures, data generation, training

Keywords: arxiv embeddings model models user

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This New TI Microcontroller Is the Size of a Black Pepper Flake

Source: cnet.com | By Omar Gallaga

Published on: 2025-06-18 12:49:50

Texas Instruments says it has shrunk the size of the smallest microcontroller unit in its industry with a new MCU the size of a black pepper flake. The MCU packaging is only 1.38 square millimeters in size and is part of the company's Arm Cortex line of embedded designs. TI says the product is aimed at small products including medical wearables, earbuds, stylus pens and electric toothbrushes. The product includes a 12-bit analog-to-digital converter and has 16KB of flash memory and 1KB of SRAM

Keywords: embedded mcu says size ti

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A unified acoustic-to-speech-to-language embedding space

Source: news.ycombinator.com | By Goldstein

Published on: 2025-06-20 11:41:21

Ethics oversight The study was approved by the NYU Grossman School of Medicine Institutional Review Board (approved protocol s14-02101) which operates under NYU Langone Health Human Research Protections and Princeton University’s Review Board (approval protocol 4962). Studies were performed in accordance with the Department of Health and Human Services policies and regulations at 45 CFR 46. Before obtaining consent, all participants were confirmed to have the cognitive capacity to provide infor

Keywords: embeddings encoding rm speech word

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Best iPhone 12 Cases for 2025

Source: cnet.com | By Charlotte Maracina

Published on: 2025-06-23 04:57:00

MagSafe accessories will still stick to your phone if you have a standard thin case, but not nearly as well as if you use one of Apple's MagSafe cases, which have their own set of embedded magnets that line up with the magnets in your phone. Apple's Clear Case with MagSafe is nice because it allows you to show off your phone's colored finish and the embedded markings tell you exactly where to attach the MagSafe charger for optimal charging speeds (you apparently need Apple's 20-watt USB-C charg

Keywords: apple case embedded magsafe phone

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AMD unveils 5th Gen Epyc embedded processors for networking, storage and industrial edge

Source: venturebeat.com | By Dean Takahashi

Published on: 2025-06-24 03:00:00

Advanced Micro Devices announced the expansion of its x86 embedded processor portfolio with the introduction of 5th Gen AMD Epyc Embedded processors. AMD Epyc Embedded 9005 Series CPUs are optimized for embedded markets, balancing compute capabilities with purpose-built embedded features that enhance product longevity, system resiliency and ease of embedded application development. Powered by the proven Zen 5 architecture, these processors deliver leadership performance and energy efficiency

Keywords: amd embedded epyc processors storage

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Online Embedded Rust Simulator

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-26 02:40:51

Use Wokwi to simulate embedded Rust projects and test your hardware projects.

Keywords: embedded hardware projects rust simulate

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Google debuts a new Gemini-based text embedding model

Source: techcrunch.com | By Kyle Wiggers

Published on: 2025-06-27 11:59:31

Google on Friday added a new, experimental “embedding” model for text, Gemini Embedding, to its Gemini developer API. Embedding models translate text inputs like words and phrases into numerical representations, known as embeddings, that capture the semantic meaning of the text. Embeddings are used in a range of applications, such as document retrieval and classification, in part because they can reduce costs while improving latency. Companies including Amazon, Cohere, and OpenAI offer embeddi

Keywords: embedding gemini google model text

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Simple Explanation of LLMs

Source: news.ycombinator.com | By Osman Recai Ödemis

Published on: 2025-06-29 12:23:05

Hello, passionate learners from around the world ✌️ In 2023 ChatGPT from OpenAI reached 100 million users faster than other solutions in Web 2.0 era. Source: Yahoo Finance And since then many intelligent models from Anthropic, Cohere, IBM, Goole, Amazon, Meta AI, DeepSeek, HuggingFace come up and also many startups entering the arena. It’s interesting times to invest in our skillset. Platforms like HuggingFace—the GitHub of AI—serving as open hubs where an entire ecosystem of researchers and

Keywords: attention embedding model models token

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SOTA Code Retrieval with Efficient Code Embedding Models

Source: news.ycombinator.com | By Tal Sheffer

Published on: 2025-07-07 23:24:14

Today, we’re excited to announce Qodo-Embed-1, a new code embedding model family that achieves state-of-the-art performance while maintaining a significantly smaller footprint than existing models. On the CoIR benchmark—which measures the model’s proficiency in retrieving context—our 1.5B model scored 68.53 surpassing larger 7B models. Qodo-Embed-1-7B, Qodo’s larger model, also outperforms models of the same size, scoring 71.5. In this blog, we’ll share our approach to training code embedding mo

Keywords: code embedding model models qodo

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Qodo’s open code embedding model sets new enterprise standard, beating OpenAI, Salesforce

Source: venturebeat.com | By Carl Franzen

Published on: 2025-07-12 18:00:24

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Qodo, an AI-driven code quality platform formerly known as Codium, has announced the release of Qodo-Embed-1-1.5B, a new open source code embedding model that delivers state-of-the-art performance while being significantly smaller and more efficient than competing solutions. Designed to enhance code search, retrieval, and understanding, the 1.5-billion parameter model

Keywords: ai code embedding model qodo

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The best way to use text embeddings portably is with Parquet and Polars

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-15 04:27:49

Text embeddings, particularly modern embeddings generated from large language models, are one of the most useful applications coming from the generative AI boom. Embeddings are a list of numbers which represent an object: in the case of text embeddings, they can represent words, sentences, and full paragraphs and documents, and they do so with a surprising amount of distinctiveness. Recently, I created text embeddings representing every distinct Magic: the Gathering card released as of the Febr

Keywords: card data embedding embeddings parquet

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The Best Way to Use Text Embeddings Portably Is with Parquet and Polars

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-15 04:27:49

Text embeddings, particularly modern embeddings generated from large language models, are one of the most useful applications coming from the generative AI boom. Embeddings are a list of numbers which represent an object: in the case of text embeddings, they can represent words, sentences, and full paragraphs and documents, and they do so with a surprising amount of distinctiveness. Recently, I created text embeddings representing every distinct Magic: the Gathering card released as of the Febr

Keywords: card data embedding embeddings parquet

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