Vector DB

Vector databases are essential for enabling semantic search and Retrieval-Augmented Generation (RAG) in AI. We benchmarked leading platforms to inform the technical selection of the optimal retrieval layer for LLMs.

Top 7 Open-Source Vector Databases: Faiss vs. Chroma & More

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Vector databases are a core enabler of AI-driven applications. As AI Agents and models increasingly rely on high-dimensional data retrieval, selecting a scalable, open-source vector database becomes critical for enterprise deployment.

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Top 10 Vector Database Use Cases in August 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.