landing_page/qdrant-landing/content/advanced-search/advanced-search-use-cases.md

title, features, sitemapExclude

title	features	sitemapExclude
Learn how to get started with Qdrant for your search use case	id image title description link 0 src alt /img/advanced-search-use-cases/startup-semantic-search.svg Startup Semantic Search Startup Semantic Search Demo The demo showcases semantic search for startup descriptions through SentenceTransformer and Qdrant, comparing neural search's accuracy with traditional searches for better content discovery. text url View Demo https://demo.qdrant.tech/ id image title description link 1 src alt /img/advanced-search-use-cases/multimodal-semantic-search.svg Multimodal Semantic Search Multimodal Semantic Search with FastEmbed This tutorial shows you how to run a proper multimodal semantic search system with a few lines of code, without the need to annotate the data or train your networks. text url View Tutorial /documentation/tutorials/multimodal-search-fastembed/ id image title description link 2 src alt /img/advanced-search-use-cases/simple-neural-search.svg Simple Neural Search Create a Simple Neural Search Service This tutorial shows you how to build and deploy your own neural search service. text url View Tutorial /documentation/beginner-tutorials/neural-search/ id image title description link 3 src alt /img/advanced-search-use-cases/image-classification.svg Image Classification Image Classification with Qdrant Vector Semantic Search In this tutorial, you will learn how a semantic search engine for images can help diagnose different types of skin conditions. text url View Tutorial https://www.youtube.com/watch?v=sNFmN16AM1o id image title description link 4 src alt /img/advanced-search-use-cases/semantic-search-101.svg Semantic Search 101 Semantic Search 101 Build a semantic search engine for science fiction books in 5 mins. text url View Tutorial /documentation/beginner-tutorials/search-beginners/ id image title description link 5 src alt /img/advanced-search-use-cases/hybrid-search-service-fastembed.svg Create a Hybrid Search Service with FastEmbed Create a Hybrid Search Service with FastEmbed This tutorial guides you through building and deploying your own hybrid search service using FastEmbed. text url View Tutorial /documentation/beginner-tutorials/hybrid-search-fastembed/	true