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Dive into the world of Natural Language Processing (NLP) with the Elastic Stack in this informative 46-minute conference talk from Haystack US 2023. Explore how deep learning and new language models have revolutionized NLP and learn practical ways to implement these tools in your products, even as a developer without extensive data science experience. Discover how to leverage Elasticsearch and its suite to incorporate advanced NLP features, including semantic vectorization "on the fly" via Ingest Pipeline, semantic search using vector-based methods, Named Entity Recognition, multimodal search for retrieving images from text queries, and automatic classification. Gain insights into these concepts and their real-world applications, understanding that integrating more natural user interactions doesn't necessarily require a complete overhaul of your technical stack. Presented by Lucian Precup, CTO of all.site and organizer of the Paris Search & Data Meetup, and Pietro Mele, a software engineer specializing in search engine solutions with experience at Adelean and INA, this talk offers valuable knowledge for developers looking to enhance their products with cutting-edge NLP capabilities.
