From prototype to production: Vector databases in generative AI applications
What exactly is a vector database? And how does it relate to generative AI?
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database
Do you need a specialized vector database to implement vector search well?
Semantic search and augmenting LLMs have sent everyone turning their text into vectors. But where do you store all that vector data?
Serverless scales well, but most databases don’t
The benefits that come from serverless computing can be lost if you have to spend your time provisioning hardware for your database.
Faster feedback loops make for faster developer velocity (Ep. 499)
If you want a fast highway, you should have fewer cars.
China’s only female Apache member on the rise of open source in China (Ep. 414)
We also cover the good kind of database fragmentation.
Metadata, not data, is what drags your database down
Databases today are built for Big Data. But what happens when the metadata is bigger?
Migrating metrics from InfluxDB to M3
How Aiven moved from storing metrics in one giant InfluxDB to using horizontally-scalable M3.
