diff --git a/README.md b/README.md index 2422b3161..caffec81e 100644 --- a/README.md +++ b/README.md @@ -14,9 +14,9 @@ npx ruvector ``` -#### Most vector databases store your data and search it — the same way, every time. +### Most vector databases store your data and search it — the same way, every time. -#### **RuVector** is fundamentally different. It watches how you use it and gets smarter: search results improve automatically, the system tunes itself to your workload, and it runs AI models right on your hardware — no cloud APIs, no per-query bills. It drops into PostgreSQL, runs in browsers, and ships as a single file. Open source. Free forever. +### **RuVector** is fundamentally different. It watches how you use it and gets smarter: search results improve automatically, the system tunes itself to your workload, and it runs AI models right on your hardware — no cloud APIs, no per-query bills, GPUs optional, CPUs preferred. It drops into PostgreSQL, runs in browsers, and ships as a single file. Open source. Free forever. ``` User Query → [SONA Engine] → Model Response → User Feedback