Our pick for a cool paper is from Google Research, titled LiT: Zero-Shot Transfer with Locked-image Text Tuning, to appear at CVPR2022 (see the accompanying blog post and demo). The bar has definitely been raised when it comes to building search experiences! Unlike Vespa and Jina, Deepset is modular and thus can be integrated with existing backends such as Elasticsearch.
Deepset is such a contender building on top of the OSS project Haystack. A modern search stack should support features such as vector search, question answering, summarization, and ease of integration with Hugging Face’s platform. In the last issue we talked about Vespa.ai and Jina.ai as modern options to build AI-driven search experiences.
#Quick and handy series#
Our cool AI startup for this issue is Deepset who recently announced their $14M Series A. Congratulations William, Justin, Esha, and Varun! We have more exciting news to share in our next newsletter -stay tuned! AI Startup and Research Paper Picks Yoodli's co-founders, Esha and Varun brought home the GeekWire's Young Entrepreneur of the Year award shortly after this. Yoodli is an AI-powered product that helps everyone improve their public speaking abilities. Six months after coming out of stealth, Yoodli opens up its free product for anyone to try. William Cheng and Justin Crenshaw launched Flowdex, a note taking application that automatically tags notes using AI so users can access their notes at their fingertips.
#Quick and handy update#
First we give a quick update on two of the AI2 incubator companies, Flowdex and Yoodli, and share our picks for cool AI startups and research papers. The special topic for this issue is a review of key technologies and tools that are handy for founders building AI-first companies. In this issue we cover interesting developments around large models, their real-world deployment, and their optimization for the specific domain of commerce.
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