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Vector search tutorials

Explore the following tutorials to learn about implementing vector search applications using the OpenSearch vector database. For more information about using OpenSearch as a vector database, see Vector search.

Vector search 101

Getting started with vector search

Learn how to run a raw vector search

Getting started with semantic and hybrid search

Build your first AI search application

Vector search applications

Vector operations

Learn how to generate embeddings and optimize vector storage

Semantic search

Implement semantic search using various machine learning models

RAG

Build retrieval-augmented generation and conversational search applications

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