Jobs at Bagel
In the wild world of AI, tangled vector embeddings are a daunting game. Centrally hosted databases? Handy, yes, but they're hitting walls, especially when it comes to crucial aspects like open-source sharing, collaboration, GPU cost reduction and unbounded access control. Enter BagelDB, a transformative, decentralized vector database. It sweeps away those hurdles, decentralizing data, and igniting a habitat ripe for open-source dataset collaboration, easy indexed data swaps, and permissionless access control. Here's the showstopper: BagelDB ushers in a breathtaking GPU cost reduction - a full order of magnitude leaner than centrally hosted systems. BagelDB stands as a profound synergy between web3 and AI, a juncture where remarkable strides in machine learning are made possible. Excited to venture into the next chapter of vector databases? Together, let's explore the underpinnings of decentralized BagelDB in the coming sections of this thesis, embarking on a journey toward an inspiring and promising future.
