A Comprehensive Comparison Between OPen-Source Vector Databases
A Comparison Between Chroma, Milvus, Faiss, and Weaviate Vector Databases
Semantic search and retrieval-augmented generation (RAG) are revolutionizing the way we interact online. However, the backbone enabling these groundbreaking advancements is often overlooked: vector databases. If you’re exploring applications like large language models, RAG, or any platform leveraging semantic search, you’re on the right path.
Choosing the right vector database can be a daunting task. With numerous options available, it’s crucial to understand the nuances and considerations involved in making an informed decision. This article aims to provide you through with a comprehensive comparison between four important open-source vector databases to select the vector database that best aligns with your specific needs and requirements.
Table of Contents:
What is a Vector Database?
Why We Need a Vector Database?
Vector Database Use Cases
Overview of Chroma, Milvus, Faiss, and Weaviate Vector Databases
Comparisons between Chroma, Milvus, Faiss, and Weaviate Vector Databases
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