landing_page/qdrant-landing/content/demo/_index.md

title, description, cards

title	description	cards
Qdrant Demos and Tutorials	Experience firsthand how Qdrant powers intelligent search, anomaly detection, and personalized recommendations, showcasing the full capabilities of vector search to revolutionize data exploration and insights.	id title paragraphs link 0 Semantic Search Demo - Startup Search id content 0 This demo leverages a pre-trained SentenceTransformer model to perform semantic searches on startup descriptions, transforming them into vectors for the Qdrant engine. id content 1 Enter a query to see how neural search compares to traditional full-text search, with the option to toggle neural search on and off for direct comparison. text url View Demo https://qdrant.to/semantic-search-demo id title paragraphs link 1 Semantic Search and Recommendations Demo - Food Discovery id content 0 Explore personalized meal recommendations with our demo, using Delivery Service data. Like or dislike dish photos to refine suggestions based on visual appeal. id content 1 Filter options allow for restaurant selections within your delivery area, tailoring your dining experience to your preferences. text url View Demo https://food-discovery.qdrant.tech/ id title paragraphs link 2 Categorization Demo -<br> E-Commerce Products id content 0 Discover the power of vector databases in e-commerce through our demo. Simply input a product name and watch as our multi-language model intelligently categorizes it. The dots you see represent product clusters, highlighting our system's efficient categorization. text url View Demo https://qdrant.to/extreme-classification-demo id title paragraphs link 3 Code Search Demo -<br> Explore Qdrant's Codebase id content 0 Semantic search isn't just for natural language. By combining results from two models, qdrant is able to locate relevant code snippets down to the exact line. text url View Demo https://code-search.qdrant.tech/