Multilingual

Choosing the model that works best for your dataWe’ll use the EU AI act as the data corpus for our embedding model comparison. Image by Dall-E 3.OpenAI recently released their new generation of embedding models, called embedding v3, which they describe as their most performant embedding models, with higher multilingual performances. The models come in two classes: a smaller one called text-embedding-3-small, and a larger and more powerful one called text-embedding-3-large.Very little information was disclosed concerning…

Helsinki-based Silo AI has completed the training of the Poro model — a new milestone in its mission to create large language models (LLMs) for low-resource languages. Named after the Finnish word for “reindeer,” Poro is the first of a family of open-source multilingual LLMs. The startup is building the models alongside the University of Turku and the EU’s High Performance Language Technologies (HPLT) project. Poro is a 34.2 billion parameter model, designed to process…

Optimize the Embedding Space for Improving RAGContinue reading on Towards Data Science » Optimize the Embedding Space for Improving RAGContinue 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 and do…

Are you aware of all the hidden gems your phone apps offer? Among them is the real-time voice translation feature within the Google Translate app for Android and iOS. This feature eliminates the need to type text phrases and wait for responses when conversing with someone in a foreign language that you are not familiar with. Instead, you can hold your phone between two speakers, and the app will seamlessly translate words and that too in real-time.Here's a Quick Guide on How to Use Google Translate's Real-Time…

An introduction to the do’s and don’ts when implementing a non-english Retrieval Augmented Generation (RAG) systemRAG, an all knowing colleague, available 24/7 (Image generated by author w. Dall-E 3)TLDRThis article provides an introduction to the considerations one should take into account when developing non-English RAG systems, complete with specific examples and techniques. Some of the key points include:Prioritize maintaining syntactic structure during data loading, as it is crucial for meaningful text…

Unlock the potential of cross-language information accessibility with advanced transcription and semantic search technologiesContinue reading on Towards Data Science » Unlock the potential of cross-language information accessibility with advanced transcription and semantic search technologiesContinue 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…

Microsoft is launching an AI-based multilingual Chatbot called ‘Jugalbandi’ for rural India Microsoft has announced ‘Jugalbandi,’ a new generative AI-driven chatbot developed for farmers and other users in rural India. The chatbot is being created in partnership with Microsoft Research, the government-supported AI4Bharat – an open-source language AI institute located at the Indian Institute of Technology (IIT) Madras – and OpenNyAI. According to a news release, the multilingual chatbot will use the WhatsApp messaging…

An Indian research group, Jugalbandi, which is supported by Microsoft and Infosys co-founder Nandan Nilekani has been making use of generative Artificial Intelligence (AI) to create mobile assistance that would make the information on government schemes accessible in multiple languages.…

Google has stood at the forefront at many of the tech industry's AI breakthroughs in recent years, Zoubin Ghahramani, Vice President of Google DeepMind, declared in a blog post while asserting that the company's work in foundation models, are "the bedrock for the industry and the AI-powered products that billions of people use daily." On Wednesday, Ghahramani and other Google executives took the Shoreline Amphitheater stage to show off its latest and greatest large language model, PaLM 2, which now comes in four sizes…

In 2019, I published my collection of poems Ghazalnama: Poems from Delhi, Belfast, and Urdu. I was very clear that just as Delhi and Belfast were cities I had lived in, perhaps even more significantly I lived in multiple languages and cultures. English and Urdu being two primary ones for me. Wherever we go, we carry our cultures with us, and inhabit them. And so I wrote poems such as Biryani in Belfast on my culinary experiments with food and comparative politics in that troubled city. And this hybridity is what makes…