Basic Tutorials
Get up and running with Qdrant in minutes.
| Tutorial | Objective | Stack | Time | Level |
|---|---|---|---|---|
| Qdrant Local Quickstart | Basic CRUD operations and local deployment. | Any | 10m | Beginner |
| Qdrant Cloud Quickstart | Basic CRUD operations on Qdrant Cloud. | Any | 10m | Beginner |
| Semantic Search 101 | Build a search engine for science fiction books. | Any | 10m | Beginner |
| Multimodal Search | Build a pipeline to search across text and images modalities | Python | 15m | Beginner |
| Hybrid Search | Get started with hybrid search. | Any | 15m | Beginner |
| Hybrid Search with Reranking | Rerank hybrid search results for improved accuracy. | Any | 40m | Intermediate |
| FastEmbed | Generate embeddings on CPU, then embed, index, and search with qdrant-client. | Python | 15m | Beginner |
| Hugging Face Dataset Ingestion | Stream a dataset with precomputed embeddings from the Hub into a collection. | Python | 15m | Beginner |
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