Neural Search with Jina AI | Open-source ML Tool Explained
π¨βπ©βπ§βπ¦ JOIN OUR DISCORD COMMUNITY: Discord βΊ https://discord.gg/peBrCpheKE π’ SUBSCRIBE TO MY MONTHLY AI NEWSLETTER: Substack βΊ https://aiepiphany.substack.com/ β€οΈ Become The AI Epiphany Patreon β€οΈ βΊ https://www.patreon.com/theaiepiphany In this video I kick off a series of videos where I'll be walking you through how to use certain ML tools! ML is definitely more than research. It's about engineering and it's about using the best tools out there to get the job done. First up: Jina AI - a neural search engine! β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ β Jina AI GitHub: https://github.com/jina-ai/jina β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ βοΈ Timetable: 00:00 A high-level overview of Jina AI 03:30 Setting up the MNIST fashion example 04:50 Arguments and data loading 10:15 Core concepts - Flow and Executors 11:40 Visualizing the flow 12:40 Flow is lazy 13:45 The core algorithm explained 15:20 Indexing 18:15 Encoding the images via SVD 22:45 Evaluation - finding closest embeddings 27:50 Writing to an HTML 29:25 HTML results visualized 30:10 Chatbot example overview 31:00 Outro β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ π° BECOME A PATREON OF THE AI EPIPHANY β€οΈ If these videos, GitHub projects, and blogs help you, consider helping me out by supporting me on Patreon! The AI Epiphany βΊ https://www.patreon.com/theaiepiphany One-time donation: https://www.paypal.com/paypalme/theaiepiphany Much love! β€οΈ Huge thank you to these AI Epiphany patreons: Eli Mahler Petar VeliΔkoviΔ BartΕomiej Danek Zvonimir Sabljic β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ π‘ The AI Epiphany is a channel dedicated to simplifying the field of AI using creative visualizations and in general, a stronger focus on geometrical and visual intuition, rather than the algebraic and numerical "intuition". β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ π CONNECT WITH ME ON SOCIAL LinkedIn βΊ https://www.linkedin.com/in/aleksagordic/ Twitter βΊ https://twitter.com/gordic_aleksa Instagram βΊ https://www.instagram.com/aiepiphany/ Facebook βΊ https://www.facebook.com/aiepiphany/ π¨βπ©βπ§βπ¦ JOIN OUR DISCORD COMMUNITY: Discord βΊ https://discord.gg/peBrCpheKE π’ SUBSCRIBE TO MY MONTHLY AI NEWSLETTER: Substack βΊ https://aiepiphany.substack.com/ π» FOLLOW ME ON GITHUB FOR ML PROJECTS: GitHub βΊ https://github.com/gordicaleksa π FOLLOW ME ON MEDIUM: Medium βΊ https://gordicaleksa.medium.com/ β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ #jinaai #neuralsearch #mltools
