Programming Foundation Models with DSPy / Multivector Semantic Search with ColBERT - Omar Khattab

Omar Khattab is a PhD Candidate at Stanford University and an Apple Scholar in AI/ML. In this conversation, Omar explains how to program foundation model pipelines with DSPy, and why that provides a better method than simple prompt engineering. == Follow Omar's work: https://omarkhattab.com/   / lateinteraction   https://github.com/stanford-futuredat... https://github.com/stanfordnlp/dspy == Join the Cohere Discord:   / discord   == 0:00 Introduction 0:21 What is ColBERT 2:46 What is a good way to use ColBERT with existing tooling? 4:23 Introduction to DSPy 9:37 The Future of DSPy