RajVadeghar

Full Stack Developer

[RajVadeghar @VadegharRaj]

Where it started (the one-model, one-table rework):
https://t.co/kh8r0jxL8P

Full write-up with the SQL, the eval setup, and the migration details:
https://t.co/DtsVFnRItV

[RajVadeghar @VadegharRaj]

5 months ago I collapsed a production RAG pipeline down to one embedding model and one table.

Since then I found out my "hybrid search" wasn't actually hybrid. The BM25 arm had been dead the whole time and nothing warned me.

Here is what production RAG taught me 🧵

[RajVadeghar @VadegharRaj]

Same conclusion as 5 months ago, just stronger now:

Simple architecture beats clever architecture. But simple architecture with evals beats everything, because simplicity you can't measure is just hope.

Original story and full write-up below 👇

[RajVadeghar @VadegharRaj]

@GaneshKodaganti @elonmusk Is this tweet abt dogecoin?

[RajVadeghar @VadegharRaj]

@GaneshKodaganti Thaggedhe le 😂

[RajVadeghar @VadegharRaj]

@GaneshKodaganti Idhekkadi cool ra mawa 😂

[RajVadeghar @VadegharRaj]

@iHeartRadio @Harry_Styles I vote #Harries for #BestFanArmy on #iHeartAwards