Generation

Too Long; Didn't ReadThis blog explores the integration of Retrieval-Augmented Generation (RAG) with vector databases, particularly Milvus, to enhance Language Learning Models (LLMs) in enterprise applications. It covers the challenges of LLMs, introduces RAG and vector databases, and provides practical examples and tutorials. The blog details the setup of a local environment for RAG and Milvus, including installation and configuration, and concludes with the significant potential of combining these technologies to…

Created with Nightcafe — Property of AuthorExploring scale, fidelity, and latency in AI applications with RAGWhile Retrieval Augmented Generation (RAG) is extensively covered, particularly in its application to chat-based LLMs, in this article we aim to view it from a different perspective and analyze its prowess as a powerful operational tool. We will also provide a useful hands-on example to get practical experience with RAG-based applications. By the end of the article, you’ll develop a unique vantage point on RAG — …

Meta introduced its multimodal AI translation model called SeamlessM4T in August. This tool supports almost 100 languages for text and 36 languages for speech. Now, with an updated "v2" architecture, the company is expanding the tool's capabilities to make conversational translations more spontaneous and expressive. This is a crucial step towards more authentic conversations across languages, as the lack of expressive translations has been a major challenge so far.The SeamlessM4T is designed to translate and transcribe…

A deep dive into tailoring pre-trained LLMs for custom use cases using a RAG approach, featuring LangChain and Hugging Face integrationContinue reading on Towards Data Science » A deep dive into tailoring pre-trained LLMs for custom use cases using a RAG approach, featuring LangChain and Hugging Face integrationContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each…

for $229 -- a discount of $100.At Amazon, Apple's 9th-generation iPad with a 10.2-inch screen is down to $229, $100 cheaper than its standard starting price. This gets you 64GB of storage and Wi-Fi only. If you decide to jump up to 256GB, it'll cost you $379, which is also a $100 discount on its normal price. We haven't seen a deal on an iPad this good since the holidays last year, so you'll want to jump on this as soon as you can.Also: The best Black Friday deals available right nowThe 9th-generation iPad, originally…

Stop selecting the parameters of your RAG randomlyContinue reading on Towards Data Science » Stop selecting the parameters of your RAG randomlyContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of the content…

OnePlus AI Music Studio was recently launched by the Chinese technology firm for users in India and global markets. Amid a rise in popularity of generative artificial intelligence (AI) technology — tools that allow users to create content like text, images, and even code, using simple commands or controls. You do not have to own a OnePlus device in order to access the service, and the company has announced a competition centred around the tool with rewards for users from specific regions.The new…

Amazon's Black Friday sale has just begun and we've already got one of the best deals of the year. The iPad 10th generation is down to its lowest-ever price, $349 — That's $100 off its $449 RRP.The iPad 10th generation is a fantastic iPad for the price and gives you a great entry into the world of the best tablet on the market. Available in Pink, Blue, Silver, and Yellow, this iPad deal makes for a brilliant gift just in time for the holidays. So whether you want to treat yourself or give to a loved one in December, this…

This article is intended for data scientists, AI researchers, machine learning engineers, and advanced practitioners in the field of artificial intelligence who have a solid grounding in machine learning concepts, natural language processing, and deep learning architectures. It assumes familiarity with neural network optimization, transformer models, and the challenges of integrating real-time data into generative AI systems. Introduction Retrieval-Augmented Generation (RAG) models have emerged as a compelling solution to…

Like millions of parents around the world, Pragya Agarwal has spent countless rainy afternoons watching Frozen.Back in 2013, when Disney first released its animated tale of two spirited princess sisters who definitely don’t need rescuing by any prince, she watched it with her now grownup eldest daughter. But it was her twin girls, now seven, who fell most deeply under the spell of Elsa, Anna and their magical ice kingdom. The girls have watched all the spin-offs, got the costumes, and though they’re starting to grow out…