September 13-16, 2022
Dublin, Ireland + Virtual
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Tuesday, September 13 • 09:00 - 10:35
Tutorial: Beyond Neural Search: Hands-on Building Cross-Modal/Multi-Modal Solution with Jina AI - Han Xiao & Sami Jaghouar, Jina AI

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Neural search is using deep learning to search unstructured data, which has been developed rapidly over the last 2 years. With opensource framework like Jina (https://github.com/jina-ai/jina), searching cross-modal/multi-modal data via deep neural networks becomes extremely straightforward. DALL·E, a powerful image-to-text generator released by OpenAI in 2021 further boosts the popularity of multimodal applications. We now see thousands of astonishing artwork made by DALL·E every day. How all these new technologies will change our way of comprehending data? Most importantly, how can developers easily build solutions & applications leveraging those technologies? This tutorial will answer these two questions. This tutorial is bi-partite. In part 1, Dr. Han Xiao will introduce the recent advances of neural search and multi-modal intelligence. He will break down the design principle of Jina ecosystem. In part 2 (bring your laptop), Han will guide step by step to build DALL·E Flow: a Human-in-the-Loop workflow for creating HD images from text. He will demonstrate how Jina unlocks multi-modal/cross-modal capability in your solution & applications. This is a great chance to get hands dirty with Jina and DocArray's Pythonic API and to embrace the charm of generative arts.

avatar for Han Xiao

Han Xiao

CEO, Jina AI
Dr. Han Xiao is the Founder & CEO of Jina AI, a commercial opensource company based in Berlin. Since its founding in 2020, Jina AI has raised $38M from top investors, including GGV, Cannan, YUNQI, SAP.io. Jina AI is one of the most promising AI startups globally according to CBInsights... Read More →
avatar for Sami Jaghouar

Sami Jaghouar

AI Engineer, Jina AI
Sami is an AI Engineer at Jina AI. He is one of the core maintainers of Jina framework.

Tuesday September 13, 2022 09:00 - 10:35 IST
Liffey Meeting Room 1 (Level 1)