Build a RAG app
Search AI 101: Lesson 4 of 4 - Create a retrieval augmented generation (RAG) application using Elastic’s generative AI capabilities. Learn how to set up Elastic to power a RAG system, with the outcome being a fully functioning RAG chatbot application.
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Semantic search
Search AI 101: Lesson 2 of 4 - Learn how to set up ELSER (Elastic Learned Sparse EncodeR), index data, and create semantic search queries. Gain experience using machine learning to enhance your search capabilities and deliver more accurate, context-aware results.
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Vector search
Search AI 101: Lesson 3 of 4 - This hands-on learning will guide you through integrating your custom model to create vector embeddings, configuring Elasticsearch for vector search, and running similarity queries to retrieve contextually relevant results.
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Lexical search
Search AI 101: Lesson 1 of 4 - Learn the basics of building a keyword search application with Elasticsearch. This hands-on learning will guide you through data indexing, setting up simple search queries, and configuring basic search functionalities. Perfect for those starting their journey with search technology.