Domain Expertise Advanced Session List
DDataflow: An open-source end-to-end testing framework for ML pipelines
Theodore Meynard, Jean Machado
Explore our talk on DDataflow, a tool transforming ML pipeline testing. It streamlines the process with decentralized data sampling, tackling prolonged development and latent errors in large, complex datasets.
RAG for a medical company: the technical and product challenges
Noé Achache
While developing a Proof-Of-Concept RAG is widely accessible, creating a performant version that truly adds value remains a challenge. We willl share our learnings from building a RAG for a medical company, aiding doctors with drug documentation.
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