Bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
Install / Use
/learn @milvus-io/BootcampREADME
:bird: What You Can Do
Begin an interactive journey to master Milvus, enhancing your projects with seamless integration and optimization tools.
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Explore Tutorials: Dive into notebooks that walk you through diverse Milvus use cases.
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Deploy Demos: Build your own demo to see Milvus in action.
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Discover Use Cases: Learn how Milvus integrates with other tools and frameworks through practical examples.
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Expand Your Skills: Apply evaluation methods to test and optimize your applications.
:pencil: 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.
<table> <tr> <td width="30%"> <a href="https://milvus.io/milvus-demos"> <img src="https://assets.zilliz.com/image_search_59a64e4f22.gif" /> </a> </td> <td width="30%"> <a href="https://milvus.io/milvus-demos"> <img src="https://assets.zilliz.com/qa_df5ee7bd83.gif" /> </a> </td> <td width="30%"> <a href="https://milvus.io/milvus-demos"> <img src="https://assets.zilliz.com/mole_search_76f8340572.gif" /> </a> </td> </tr> <tr> <th> <a href="https://milvus.io/milvus-demos">Image Search</a> </th> <th> <a href="https://milvus.io/milvus-demos">RAG</a> </th> <th> <a href="https://milvus.io/milvus-demos">Drug Discovery</a> </th> </tr> </table>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 |
:fire: Community
Join the Milvus community on Discord to share your suggestions, advice, and questions with our engineering team.
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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:
Let's accelerate your Milvus journey together!
