Vector DB
Top Open-Source Vector Databases: FAISS vs. Chroma & More
At AIMultiple, we develop and evaluate Generative AI technologies, including custom GPTs, AI agents, and cloud GPUs. A key enabler of these advancements is vector databases, which optimize high-dimensional data storage and retrieval for AI applications.
Top 10 Vector Database Use Cases in 2025
Processing, storing, and retrieving vast amounts of information rapidly and efficiently is paramount for businesses. Vector databases are a critical emerging technology in addressing this demand. Unlike traditional databases, vector databases focus on high-dimensional vector data, offering unique advantages for certain use cases.
Using Vector Databases for LLMs: Applications and Benefits
Vector databases (VDBs) and large language models (LLMs) like GPT series are gaining significance. Data and computational advancements drive technological trends. Considering the role of vector databases in GenAI applications, their significance and interplay should not be understated. While generative AI like LLMs attracts attention, their supporting infrastructure often remains unnoticed.