Vector Databases

22 items

ARTICLEDEV.to AI·4/14/2026

Long-Term Memory for AI Agents: Vector Databases and...

This article discusses the critical need for long-term memory in AI agents due to the limitations of context windows in LLMs like Claude and GPT-4o. Without it, agents cannot recall past interactions, acting like someone with amnesia regarding previous client communications or research.

OpenClaw Vector Databases LLM context window AI agents

ARTICLEDEV.to AI·4/17/2026

Vector Databases Made Simple: Your First Step Into Modern Data Storage

Vector databases store information as mathematical vectors that describe the essence of data. They are fundamental for similarity and semantic search, being crucial for powering AI applications.

Data Storage Vector Databases similarity-search semantic search