Vector Databases, explained
A vector database finds the most relevant chunks of your knowledge quickly.
Why it matters for agents
It stores embeddings and returns the closest matches in milliseconds, even across millions of chunks.
What teams say
★★★★★
“Our security team sent 60 questions about vector databases. Every answer was specific to our setup and came back in writing within the week. We signed, and we're saving about $6,000 a month against the hire we'd budgeted for.”
★★★★★
“They were honest about where vector databases helps and where it doesn't. That's why we trusted them with the build, and our team got back roughly 20 hours a week.”
★★★★★
“I'd read plenty about vector databases. They were the first team to show it working on our own data before we committed a dollar. Now response times went from hours to seconds.”
Get the technical walkthrough
We take your engineers and reviewers through the whole stack, model to logs.