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+---
+title: Advanced Retrieval
+weight: 17
+# If the index.md file is empty, the link to the section will be hidden from the sidebar
+is_empty: false
+aliases:
+  - how-to
+  - tutorials
+partition: qdrant
+---
+
+# Advanced Tutorials 
+
+These tutorials demonstrate different ways you can build vector search into your applications. 
+
+| Essential How-Tos                                                                      | Description                                                       | Stack                                       |   
+|---------------------------------------------------------------------------------|-------------------------------------------------------------------|---------------------------------------------|
+| [Collaborative Ffiltering](/documentation/tutorials/collaborative-filtering/)                 | Set up a recommendation engine purely with vector search               | Qdrant                                      | 
+| [Multimodal Search](/documentation/tutorials/multimodal-search-fastembed/)                                | Create a simple multimodal search engine.                                      | Qdrant                                      |  
+| [Search Through Code](/documentation/tutorials/code-search/)      | Implement semantic search application for code search tasks        | Qdrant, Python, sentence-transformers, Jina |