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VectorDB 101
What is a Vector Database and How Does It Work?
A vector database stores, indexes, and searches vector embeddings generated by machine learning models for fast information retrieval and similarity search. This post explains how vector databases work, their key features and use cases, and the ecosystem.
Mar 01, 202412 min readCommunity
Apache Cassandra vs Chroma: Choosing the Right Vector Database for Your AI Apps
Apache Cassandra is a NoSQL database with vector search capabilities as an add-on. Chroma is a vector database. This post compares their vector search capabilities.
Dec 07, 20248 min readEngineering
Build AI Apps with Retrieval Augmented Generation (RAG)
A comprehensive guide to Retrieval Augmented Generation (RAG), including its definition, workflow, benefits, use cases, and challenges.
Jan 08, 202413 min read
AI Models for Your GenAI Apps
Building GenAI applications with the right models that suit your business and Zilliz Cloud vector database.