🐦 What You Can Do

Begin an interactive journey to master Milvus, enhancing your projects with seamless integration and optimization tools.

• Explore Tutorials: Dive into notebooks that walk you through diverse Milvus use cases.

• Deploy Demos: Build your own demo to see Milvus in action.

• Discover Use Cases: Learn how Milvus integrates with other tools and frameworks through practical examples.

• Expand Your Skills: Apply evaluation methods to test and optimize your applications.

📝 Examples

You can explore a comprehensive Tutorials Overview covering topics such as Retrieval-Augmented Generation (RAG), Semantic Search, Hybrid Search, Question Answering, Recommendation Systems, and various quick-start guides. These resources are designed to help you get started quickly and efficiently.

Image Search	RAG	Drug Discovery

Here is a selection of demos and tutorials to show how to build various types of AI applications made with Milvus:

Tutorial	Use Case	Related Milvus Features
Build RAG with Milvus	RAG	vector search
Advanced RAG Optimizations	RAG	vector search, full text search
Full Text Search with Milvus	Text Search	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 Search using Multi Vectors	Semantic Search	multi vector, hybrid search
Movie Recommendation with Milvus	Recommendation System	vector search
Graph RAG with Milvus	RAG	graph search
Use Milvus as a LangChain Vector Store	RAG	vector search
RAG with Milvus and LlamaIndex	RAG	vector search
Contextual Retrieval with Milvus	Quickstart	vector search
Vector Visualization	Quickstart	vector search
HDBSCAN Clustering with Milvus	Quickstart	vector search
Use ColPali for Multi-Modal Retrieval with Milvus	Quickstart	vector search

🔥 Community

Join the Milvus community on Discord to share your suggestions, advice, and questions with our engineering team.

To learn latest news about Milvus, follow us on social media:

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You can also check out our FAQ page to discover solutions or answers to your issues or questions, and subscribe to Milvus mailing lists:

• Technical Steering Committee
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• Announcement

Let's accelerate your Milvus journey together!