![How to Build a LangChain RAG Agent with Reporting](https://assets.zilliz.com/large_Mar_09_How_to_Build_a_Lang_Chain_RAG_Agent_with_Reporting_d12abae24c.png)
Engineering
How to Build a LangChain RAG Agent with Reporting
This tutorial discussed building an AI Agent that does RAG using LangChain.
![RAG Without OpenAI: BentoML, OctoAI and Milvus](https://assets.zilliz.com/large_RAG_Without_Open_AI_Bento_ML_Octo_AI_and_Milvus_2_febb5b5c24.png)
Engineering
RAG Without OpenAI: BentoML, OctoAI and Milvus
In this tutorial we will use BentoML to serve embeddings, OctoAI to get the LLM and Milvus as our vector database.
![Everything You Need to Know About Zero Shot Learning](https://assets.zilliz.com/large_Mar_18_Everything_You_Need_to_Know_About_Zero_Shot_Learning_1_ce7aa79b2c.png)
Engineering
Everything You Need to Know About Zero Shot Learning
A comprehensive guide to Zero-Shot Learning, covering its methodologies, its relations with similarity search, and popular Zero-Shot Classification Models.
![Building an AI Agent for RAG with Milvus and LlamaIndex](https://assets.zilliz.com/large_Mar_12_Building_an_AI_Agent_for_RAG_with_Milvus_and_Llama_Index_c628e218eb.png)
Engineering
Building an AI Agent for RAG with Milvus and LlamaIndex
A tutorial that walks you through building an AI agent for RAG using Milvus and LlamaIndex
![Building RAG Apps Without OpenAI - Part Two: Mixtral, Milvus and OctoAI](https://assets.zilliz.com/large_Apr_29_Building_RAG_Apps_Without_Open_AI_Part_Two_Mixtral_Milvus_and_Octo_AI_49685c5bce.png)
Engineering
Building RAG Apps Without OpenAI - Part Two: Mixtral, Milvus and OctoAI
How to build your RAG apps with Mixtral, Milvus, and OctoAI.
![Exploring Multimodal Embeddings with FiftyOne and Milvus](https://assets.zilliz.com/large_Feb_26_Exploring_Multimodal_Embeddings_with_Fifty_One_and_Milvus_4697f1123d.png)
Engineering
Exploring Multimodal Embeddings with FiftyOne and Milvus
Exploring how multimodal embeddings work with Voxel51 and Milvus.
![An Introduction to Milvus Architecture](https://assets.zilliz.com/large_Milvus_Architecture_1_e367a4e0b8.png)
Engineering
An Introduction to Milvus Architecture
Exploring the architecture of Milvus and what makes it so scalable.
![Building RAG Apps Without OpenAI - Part One](https://assets.zilliz.com/large_JAN_18_Building_RAG_Apps_Without_Open_AI_Part_One_18955e193c.png)
Engineering
Building RAG Apps Without OpenAI - Part One
Learn how to build a RAG app using the Milvus vector database, the Nebula LLM, and the MPNet V2 embedding model.
![Understanding Consistency Models for Vector Databases](https://assets.zilliz.com/large_Dec_18_Tunable_Consistency_f7d53a49c0.png)
Engineering
Understanding Consistency Models for Vector Databases
Discovering data consistency and the four consistency models Milvus offers.