Tag
This paper proposes MERIT, a dynamic multi-horizon memory retrieval framework for interactive text-to-SQL agents that uses episode-level and turn-level memory with learned retrieval policies optimized via reinforcement learning and a process reward model for dense rewards. Experiments on BIRD-Interact and Spider2-Snow show that MERIT outperforms static and single-horizon dynamic baselines in success rate while requiring fewer interaction turns.
Snowflake now supports job-based batch inference powered by Ray, enabling distributed GPU execution for scaling model inference over millions of unstructured datapoints with a single API call.
Beau Rothrock used Devin, an AI coding agent, to migrate 14,000 dashboards from Redshift to Snowflake in five weeks, overcoming a delayed project.
An analysis of three new Postgres-compatible cloud databases—Snowflake Postgres, Databricks Lakebase, and Azure HorizonDB—highlighting their distinct architectures and the vendor lock-in implications for enterprise data platforms.
Snowflake and OpenAI announce a $200 million partnership to integrate OpenAI's frontier models directly into Snowflake's data platform, enabling enterprises to build AI agents and generate insights from their data using natural language without coding.