Google's new algorithm just shrunk 31GB of memory down to 4GB 🤯
TurboVec is a new open-source tool that stores the data your AI app searches through, using 16x less memory.
It runs on Google's TurboQuant, which skips the slow setup step every other tool needs.
→ Faster search than the popular alternative (FAISS)
→ Works on both Mac and standard servers
→ Narrow results to exactly what you want
→ Plugs straight into LangChain and LlamaIndex
Your data never leaves your machine. Runs fully offline, works with Python out of the box.
100% Open Source.
Starlink V3 satellites have >10X bandwidth of V2 and there’ll be >10X launched, which means >100X more bandwidth.
Also, altitude will be 350km vs 550km, so min latency can be cut in half.
Light travels 300km/ms in space, so physics round trip min latency drops to <5ms.