Are we at peak vector database?

1

txtai

#Search Engine #Databases #Utilities 62 social mentions

2

ente

Running machine learning on device. Context: I'm working on an e2ee alternative to Google Photos[1] where we have to cluster embeddings (for face recognition) and run similarity searches (for semantic search[2]) on device. [1]: https://ente.io [2]: https://openai.com/research/clip.

#Photos & Graphics #Photo Gallery #Cloud Storage 69 social mentions

3

Vespa.ai

I think https://vespa.ai/ has the right approach in this space by focusing on being hybrid - vectors alone aren't great for production use cases, it's the combining of vectors+text that lets you use ranking to get meaningful result. (I'm an investor so I'm biased; but it's also the reason why I invested).

#Search Engine #Custom Search Engine #Custom Search 19 social mentions