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.
Read NowHybrid Search with Milvus
Learn to improve text search relevance through hybrid techniques using dense and sparse vectors with Milvus and the BGE-M3 model.
Read NowRAG with Milvus and LlamaIndex
Explore how to build a powerful Retrieval-Augmented Generation system with LlamaIndex and Milvus for enhanced text generation.
Read Now
All Notebooks
Notebook | Category | Use Cases | Milvus Features |
---|---|---|---|
Build RAG with Milvus | LLM | RAG | - |
Multimodal RAG with Milvus | LLM, Multimodal | Image/Video Search, RAG | Dynamic field |
Image Search with Milvus | - | Image/Video Search | Dynamic field |
Hybrid Search with Milvus | - | Text Search | Multi-vector, Hybrid Search |
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 | Multi-vector, Hybrid Search |
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 | Partition Key, Filtered Search |