Harshit Gupta

🚀 Beyond excited to share we're releasing LOTUSPlan, a new API & optimizer for higher performance LLM-powered data processing, from our team at Berkeley & Stanford. LOTUS now lets you write your LLM-based queries and optimize them for up to 2.4× lower cost and 4.6× higher accuracy for tasks like, agent trace analysis, LLM-judge evals, RAG, document extraction and deep research. ✨Checkout our our new blog: liana313.github.io/blog/lotusplan… 🧵

We've just released code for DeepScholar-base, our deep research reference pipeline, capable of synthesizing 100s of sources and achieving competitive perf with OpenAI's DR while running 2x faster Deepscholar-base works by using semantic operators, data-processing primitives in LOTUS that go beyond search( ) and LM( ) calls to serve a richer set of semantic transformations over large datasets. I'll write a more detailed thread on this soon In the meantime, here's the official repo for DeepScholar-base. try it out and give us a star :) github.com/guestrin-lab/d…