Sarvam AI

Your filters hit anywhere from 0.5% to 50% of the corpus depending on the query. Pick the filtered ANN strategy that survives both extremes.

Compute the GRPO advantages when every rollout in the group scores 1.0

Three KL coefficient sweeps finished: predict which beta you should ship

Walk through why shipping chain-of-thought as a loan decision explanation backfires

Design a customer support copilot that handles a million tickets a month

RAG over financial reports returns wrong totals when asked to sum or compare figures: what is the right design?

Design query routing for a RAG app serving several distinct knowledge sources

Documents full of charts and tables: how do you keep that information retrievable?

Why market and auction topologies rarely make it from paper to production

Predict the resolved prompt version after this rollback sequence