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Benchmarking Semantic Query Processing Systems
Semantic query processing is emerging as a new layer atop relational engines, elevating LLM-backed semantic operators to first-class SQL primitives for multimodal data. We present SemBench, the first benchmark to rigorously evaluate these systems end-to-end, and outline our roadmap towards our own system, Spectra, to make semantic operators affordable at scale.
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Democratizing Data Science
Our vision is to build an end-to-end agentic data platform, enabling domain experts to acquire, clean, analyze, and visualize data in a principled manner by combining the benefits of LLMs with decades of database research.
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Launching Our Blog And Wrapping Up 2025
I'm super excited to launch our blog! We'll use this space to share what's happening in our lab, from research papers and systems to the day-to-day life of our team. To kick things off, let's look back at 2025.