E-Commerce search
Hybrid search, personalization, recommendations, and merchandising across a catalog of 5.7M+ products.
- Products
- Solutions
- Developers
- Resources
- Company
Qdrant Demos
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.
Fraud detection
Score every charge against that customer's own history, with evidence behind every fraud alert.
Startup Discovery
Compare semantic, keyword, and hybrid search over startup profiles, with metadata filters on every query.
Product Categorization
Categorize products automatically as semantic search groups similar descriptions, even when wording differs.
Food Discovery
Find foods by taste and meaning, with recommendations that adapt to your likes and skips.
Semantic Code Search
Search the Qdrant codebase by describing what the code does, using MiniLM and UniXcoder embeddings.
E-Commerce search
Hybrid search, personalization, recommendations, and merchandising across a catalog of 5.7M+ products.
Fraud detection
Score every charge against that customer's own history, with evidence behind every fraud alert.
Startup Discovery
Compare semantic, keyword, and hybrid search over startup profiles, with metadata filters on every query.
Product Categorization
Categorize products automatically as semantic search groups similar descriptions, even when wording differs.
Food Discovery
Find foods by taste and meaning, with recommendations that adapt to your likes and skips.
Semantic Code Search
Search the Qdrant codebase by describing what the code does, using MiniLM and UniXcoder embeddings.
Get started for free
Turn embeddings or neural network encoders into full-fledged applications for matching, searching, recommending, and more.
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