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Create How to build an advanced semantic search engine with hybrid search
Elasticsearch Coding Sessions are ongoing how-to series that showcases how Elasticsearch can be used to achieve trending search use case in a 15-20 minute video. These videos are published on the Elastic YouTube channel.
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Get ready to say 'Hasta la vista, baby' to outdated search methods as we unleash the power of semantic search, all while channeling some of your all-time favorite sci-fi and horror movies. Join us as we transform your search engine into a futuristic powerhouse, with a nod to your favorite 🤖cyborg!
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🔍 What You'll Learn:
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The fundamentals of full-text search and its token-matching process
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How semantic search leverages vector embeddings for deeper understanding
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Step-by-step implementation of hybrid search using Elasticsearch
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The role of retrievers such as reciprocal rank fusion (RRF) and linear retrievers in merging search methods
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💡 Key Highlights:
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Live demonstration using a movie search application featuring your favorite sci-fi and horror films
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Detailed walkthrough of configuring search fields and connectors
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Insights into scoring mechanisms and balancing semantic with full-text search

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