AI Data Storage Engine
How to Build a RAG Pipeline with UltraRAG v2 and Milvus

How to Build a RAG Pipeline with UltraRAG v2 and Milvus

3/11/2026 · Min Yin

What this post added

This post introduces the integration of Milvus as a vector database within the UltraRAG v2 framework. It provides specific code modifications to the UltraRAG retriever module to support Milvus, including the addition of `retriever_init_Milvus` and `retriever_search_Milvus` tools. The post also outlines the steps for deploying Milvus, setting up the dataset, and configuring UltraRAG to utilize Milvus for retrieval in a RAG pipeline.

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