---
title: Learn how to get started with Qdrant for your search use case
features:
- id: 0
  image:
    src: /img/advanced-search-use-cases/startup-semantic-search.svg
    alt: Startup Semantic Search
  title: Startup Semantic Search Demo
  description: The demo showcases semantic search for startup descriptions through SentenceTransformer and Qdrant, comparing neural search's accuracy with traditional searches for better content discovery.
  link:
    text: View Demo
    url: https://demo.qdrant.tech/
- id: 1
  image:
    src: /img/advanced-search-use-cases/multimodal-semantic-search.svg
    alt: Multimodal Semantic Search
  title: Multimodal Semantic Search with Aleph Alpha
  description: 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.
  link:
    text: View Tutorial
    url: /documentation/examples/aleph-alpha-search/
- id: 2
  image:
    src: /img/advanced-search-use-cases/simple-neural-search.svg
    alt: Simple Neural Search
  title: Create a Simple Neural Search Service
  description: This tutorial shows you how to build and deploy your own neural search service.
  link:
    text: View Tutorial
    url: /documentation/tutorials/neural-search/
- id: 3
  image:
    src: /img/advanced-search-use-cases/image-classification.svg
    alt: Image Classification
  title: Image Classification with Qdrant Vector Semantic Search
  description: In this tutorial, you will learn how a semantic search engine for images can help diagnose different types of skin conditions.
  link:
    text: View Tutorial
    url: https://www.youtube.com/watch?v=sNFmN16AM1o
- id: 4
  image:
    src: /img/advanced-search-use-cases/semantic-search-101.svg
    alt: Semantic Search 101
  title: Semantic Search 101
  description: Build a semantic search engine for science fiction books in 5 mins.
  link:
    text: View Tutorial
    url: /documentation/tutorials/search-beginners/
- id: 5
  image:
    src: /img/advanced-search-use-cases/hybrid-search-service-fastembed.svg
    alt: Create a Hybrid Search Service with Fastembed
  title: Create a Hybrid Search Service with Fastembed
  description: This tutorial guides you through building and deploying your own hybrid search service using Fastembed.
  link:
    text: View Tutorial
    url: /documentation/tutorials/hybrid-search-fastembed/
sitemapExclude: true
---

