Weaviate Podcast MIPRO and DSPy with Krista Opsahl-Ong! - Weaviate Podcast #103
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Aug 28, 2024 Krista Opsahl-Ong, a leading developer and scientist at Stanford University, is the mastermind behind MIPRO and DSPy. In this engaging discussion, she illuminates the world of Automated Prompt Engineering and its impact on language models. Krista dives into the challenges of manual prompt construction, highlighting innovative algorithms that streamline the process. The conversation also explores the intricacies of structured outputs, multi-stage language programs, and the revolutionary potential of Large Language Models in AI-driven solutions.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 2min
Automating Prompt Engineering for Language Models
02:19 • 10min
Multi-Stage Approach to Research Article Creation
12:15 • 2min
Structured Outputs in Language Models
13:56 • 4min
Optimizing Language Programs: The Mipro Approach
18:19 • 8min
Exploring In-Context Learning and Model Optimization
26:13 • 15min
Evaluating AI with Language Models
40:50 • 20min