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Dylan Couzon
2026-07-08 17:08:58 -04:00
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qdrant-landing/content/documentation/headless/content/tutorials/search-engineering.md
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| [Multivectors and Late Interaction](/documentation/tutorials-search-engineering/using-multivector-representations/) | Effective use of multivector representations. | <span class="pill">Python</span> | 30m | <span class="text-yellow">Intermediate</span> |
| [Multi-Representation Search](/documentation/tutorials-search-engineering/multi-representation-search/) | Fuse title, summary, chunk, and tag vectors with named vectors and the Query API. | <span class="pill">Python</span> | 45m | <span class="text-yellow">Intermediate</span> |
| [Static Embeddings](/documentation/tutorials-search-engineering/static-embeddings/) | Evaluate the utility of static embeddings. | <span class="pill">Python</span> | 20m | <span class="text-yellow">Intermediate</span> |
| [Branch-Aware Search](/documentation/tutorials-search-engineering/branch-aware-search/) | Scope search to a branch's live view in a versioned corpus, inherited from its ancestors. | <span class="pill">Python</span> | 25m | <span class="text-yellow">Intermediate</span> |
| [Branch-Aware Search](/documentation/tutorials-search-engineering/branch-aware-search/) | Scope search to a branch's live view in a versioned corpus, inherited from its ancestors. | <span class="pill">Python</span> | 25m | <span class="text-yellow">Intermediate</span> |
| [Indexing Payloads of Random Shape](/documentation/tutorials-search-engineering/index-dynamic-payloads/) | Index open-ended payload keys with one nested key-value array instead of one index per key. | <span class="pill">Python</span> | 25m | <span class="text-yellow">Intermediate</span> |