Picking a vector database: a comparison and guide for 2023

Amber Ivanna Trujillo
4 min readApr 18, 2024

In an era where semantic search and retrieval-augmented generation (RAG) are redefining our online interactions, the backbone supporting these advancements is often overlooked: vector databases. If you’re diving into applications like large language models, RAG, or any platform leveraging semantic search, you’re in the right place.

Picking a vector database can be hard. Scalability, latency, costs, and even compliance hinge on this choice. For those navigating this terrain, I’ve embarked on a journey to sieve through the noise and…

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Amber Ivanna Trujillo

I am Executive Data Science Manager. Interested in Deep Learning, LLM, Startup, AI-Influencer, Technical stuff, Interviews and much more!!!