This page provides a list of tutorials for you to interact with Milvus and third-party tools.
| Tutorial | Use Case | Partners or Stacks |
|---|
| RAG with Milvus and LlamaIndex | RAG | Milvus, LLamaIndex |
| RAG with Milvus and LangChain | RAG | Milvus, LangChain |
| Milvus Hybrid Search Retriever in LangChain | Hybrid Search | Milvus, LangChain |
| Semantic Search with Milvus and OpenAI | Semantic Search | Milvus, OpenAI |
| Question Answering Using Milvus and Cohere | Semantic Search | Milvus, Cohere |
| Question Answering using Milvus and HuggingFace | Question Answering | Milvus, HuggingFace |
| Image Search using Milvus and Pytorch | Semantic Search | Milvus, Pytorch |
| Movie Search using Milvus and SentenceTransfromers | Semantic Search | Milvus, SentenceTransformers |
| Use Milvus as a Vector Store in LangChain | Semantic Search | Milvus, LangChain |
| RAG with Milvus and Haystack | RAG | Milvus, Haystack |
| Conduct Vision Searches with Milvus and FiftyOne | Semantic Search | Milvus, FiftyOne |
| Semantic Search with Milvus and VoyageAI | Semantic Search | Milvus, VoyageAI |
| RAG with Milvus and BentoML | RAG | Milvus, BentoML |
| RAG with Milvus and DSPy | RAG | Milvus, DSPy |
| Semantic Search with Milvus and Jina | Semantic Search | Milvus, Jina |
| Milvus on Snowpark Container Services | Data Connection | Milvus, Snowpark |
| Rule-based Retrieval with Milvus and WhyHow | Question Answering | Milvus, WhyHow |
| Milvus in Langfuse | Observability | Milvus, Langfuse |
| RAG Evaluation with Ragas and Milvus | Evaluation | Milvus, Ragas |
| Chatbot Agent with Milvus and MemGPT | Agent | Milvus, MemGPT |
| How to deploy FastGPT with Milvus | RAG | Milvus, FastGPT |
| Write SQL with Vanna and Milvus | RAG | Milvus, Vanna |
| RAG with Milvus and Camel | RAG | Milvus, Camel |
| Airbyte & Milvus: Open-Source Data Movement Infrastructure | Data Connection | Milvus, Airbyte |
| Advanced Video Search: Leveraging Twelve Labs and Milvus for Semantic Retrieval | Semantic Search | Milvus, Twelve Labs |
| Building RAG with Milvus, vLLM, and Llama 3.1 | RAG | Milvus, vLLM, LlamaIndex |
| Multi-agent Systems with Mistral AI, Milvus and Llama-agents | Agent | Milvus, Mistral AI, LlamaIndex |
