๐๐ ๐๐ง๐ฒ๐ญ๐ข๐ฆ๐ ๐๐ง๐ฒ๐ฉ๐ฅ๐๐๐, ๐จ๐๐๐ฅ๐ข๐ง๐ ๐๐ฌ ๐จ๐ง๐ฅ๐ข๐ง๐, ๐ง๐๐๐๐ฌ ๐๐๐ ๐ ๐ฏ๐๐๐ญ๐จ๐ซ ๐๐๐ญ๐๐๐๐ฌ๐๐ฌ
๐ฅ๏ธ ๐๐๐ญ๐ฎ๐ซ๐๐ฅ๐ฅ๐ฒ, the ๐๐ฅ๐จ๐ฎ๐ tech stack is used and expanded ๐๐ข๐ซ๐ฌ๐ญ
--> The cloud is easy to set up new projects quickly. It also is way faster to experiment and implement new concepts and ideas in an environment with "endless" resources. At the idea- and innovation-stage resource-use rightly isn't a concern.
๐ซ ๐๐๐ ๐ ๐๐๐ฏ๐ข๐๐๐ฌ including mobile phones, IoT, smart devices, embedded controllers, ECUs etc. have ๐ฅ๐ข๐ฆ๐ข๐ญ๐๐ ๐ซ๐๐ฌ๐จ๐ฎ๐ซ๐๐๐ฌ
โญ๏ธ Naturally, the edge tech stack follows the cloud tech stack. So, it is pretty much a no-brainer to expect to see vector databases / vector search emerge for the edge tech stack (as in: ๐จ๐ง-๐๐๐ฏ๐ข๐๐ ๐ฎ๐ฌ๐) too.
๐ However, in this case vector databases are even more useful than in the server / cloud space, because ๐ฏ๐๐๐ญ๐จ๐ซ ๐๐๐ญ๐๐๐๐ฌ๐๐ฌ ๐ก๐๐ฅ๐ฉ ๐๐๐ฅ๐๐ง๐๐ ๐ญ๐ก๐ ๐ญ๐ซ๐๐๐-๐จ๐๐ ๐๐๐ญ๐ฐ๐๐๐ง ๐จ๐ฉ๐ญ๐ข๐ฆ๐ข๐ณ๐๐ญ๐ข๐จ๐ง, ๐ฐ๐ก๐ข๐๐ก ๐ข๐ฌ ๐ฆ๐ฎ๐๐ก ๐ฆ๐จ๐ซ๐ ๐ง๐๐๐๐๐ ๐จ๐ง ๐ญ๐ก๐ ๐๐๐ ๐, ๐๐ง๐ ๐ช๐ฎ๐๐ฅ๐ข๐ญ๐ฒ /๐๐๐๐ฎ๐ซ๐๐๐ฒ
#vectorsearch #edgecomputing #offlinefirst #vectordatabases #objectbox