Milvus Notebooks: Build AI Apps with Ease
Discover the power of the Milvus vector database with interactive notebooks that guide you effortlessly through building cutting-edge GenAI applications.
Top Picks for AI Developers
Multimodal RAG with Milvus
Experience seamless image search with multimodal RAG, utilizing Milvus, Visualized BGE, and GPT-4o for intuitive results and insights.
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Hybrid Search with Milvus
Learn to improve text search relevance through hybrid techniques using dense and sparse vectors with Milvus and the BGE-M3 model.
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RAG with Milvus and LlamaIndex
Explore how to build a powerful Retrieval-Augmented Generation system with LlamaIndex and Milvus for enhanced text generation.
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All Notebooks
By Milvus Features
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By Use Cases
| Notebook | Category | Use Cases | Milvus Features |
|---|---|---|---|
| Build RAG with Milvus | LLM | RAG | - |
| Multimodal RAG with Milvus | Multimodal, LLM | RAG, Image/Video Search | Dynamic field |
| Image Search with Milvus | - | Image/Video Search | Dynamic field |
| Hybrid Search with Milvus | - | Text Search | Hybrid Search, Multi-vector |
| RAG with Milvus and LlamaIndex | LLM | RAG | Filtered Search |
| RAG with Milvus and LangChain | LLM | RAG | Filtered Search |
| Multimodal Search using multi vectors | Multimodal | Text Search, Image/Video Search | Hybrid Search, Multi-vector |
| Semantic Search with Milvus and OpenAI | Embedding | Text Search | - |
| Question Answering using Milvus and HuggingFace | Embedding | Question Answering | - |
| Use Milvus as a Vector Store in LangChain | LLM, Multi-tenancy | Text Search | Filtered Search, Partition Key |