After implementing vector search systems at multiple companies, I wanted to document efficient techniques that could be very helpful for successful production deployments of vector search systems.
I want to present these techniques, showcasing when to apply each of them, how they complement each other, and the trade-offs they introduce. This will be a multi-part series that introduces all of the techniques one by one in each article. I have also included code snippets to quickly test each of the techniques.
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