Tutorials Overview
This page provides a list of tutorials for you to interact with Milvus.
| Tutorial | Use Case | Related Milvus Features |
|---|---|---|
| Build RAG with Milvus | RAG | vector search |
| Advanced RAG | RAG | vector search |
| Full Text Search with Milvus | Quickstart | Full-Text Search |
| Hybrid Search with Milvus | Hybrid Search | hybrid search, multi vector, dense embedding, sparse embedding |
| Image Search with Milvus | Semantic Search | vector search, dynamic field |
| Multimodal RAG with Milvus | RAG | vector search, dynamic field |
| Multimodal Search using Multi Vectors | Semantic Search | multi vector, hybrid search |
| Graph RAG with Milvus | RAG | graph search |
| Contextual Retrieval with Milvus | Quickstart | vector search |
| HDBSCAN Clustering with Milvus | Quickstart | vector search |
| Use ColPali for Multi-Modal Retrieval with Milvus | Quickstart | vector search |
| Quickstart with Attu | Quickstart | vector search |
| Use AsyncMilvusClient with asyncio | AsyncIO | AsyncIO, vector search |
| Text-to-Image Search with Milvus | Semantic Search | vector search |
| Vector Visualization | Quickstart | vector search |
| Movie Recommendation with Milvus | Recommendation System | vector search |
| Funnel Search with Matryoshka Embeddings | Quickstart | vector search |
| Question Answering System | Question Answering | vector search |
| Recommender System | Recommendation System | vector search |
| Video Similarity Search | Semantic Search | vector search |
| Audio Similarity Search | Semantic Search | vector search |
| DNA Classification | Classification | vector search |
| Text Search Engine | Semantic Search | vector search |
| Image Deduplication | Deduplication | vector search |
| Generating Milvus Query Filter Expressions with Large Language Models | Metadata Filtering | vector search |