An Honest Comparison of Open Source Vector Databases

Open-source vector databases offer several benefits for generative AI and large language models. They are ideal for managing large, unstructured datasets and offer scalability and security. An article compares three popular options: Chroma, Milvus, and Weaviate, which are renowned for their versatility and flexibility. These databases are suitable for a range of applications, including similarity searches, natural language processing, audio searches, and managing large datasets. Each is highly scalable and comes with robust community support.