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Building Production-Grade RAG at Scale

Building Production-Grade RAG at Scale

Douwe Kiela, CEO of Contextual AI, explains the evolution from basic RAG to "RAG 2.0", an end-to-end, trainable system. He argues that this system-level approach, which integrates optimized document parsing, retrieval, reranking, and grounded models, is superior to relying on massive context windows alone and is a fundamental tool for next-generation AI agents.

No Priors Ep. 120 | With Google DeepMind’s Pushmeet Kohli and Matej Balog

No Priors Ep. 120 | With Google DeepMind’s Pushmeet Kohli and Matej Balog

Push Kohli and Máté Balog from Google DeepMind discuss AlphaDev, an AI agent that uses large language models and evolutionary search to discover novel, more efficient algorithms for fundamental computer science problems, marking a significant step in AI's ability to generate creative and practical solutions.