Adding Depth to DSPy Programs

Hey everyone! Thank you so much for watching the 3rd edition of the DSPy series, Adding Depth to DSPy Programs!! This video begins with some DSPy news such as STORM, DSPy Assertions, and Typed Signatures! We then dive into the concept of adding depth to DSPy programs, taking a further look at what it means to have unique input-output examples for each component and how we can compose DSPy programs with different LLMs per component! We then dive into two notebooks illustrating adding depth to RAG programs and a 4-layer question to blog post writer! Demo #1 Notebook: https://github.com/weaviate/recipes/blob/main/integrations/llm-frameworks/dspy/3.Adding-Depth-to-RAG-Programs.ipynb Demo #2 Notebook: https://github.com/weaviate/recipes/blob/main/integrations/llm-frameworks/dspy/2.Writing-Blog-Posts-with-DSPy.ipynb You can find the examples and links to community resources / news on https://github.com/weaviate/recipes! Chapters 0:00 Intro 0:50 Chapters Overview 5:06 Weaviate Recipes 5:24 DSPy News and Community Notes 13:51 Adding Depth to RAG Programs 18:40 Multi-Model DSPy Programs 20:18 DSPy Optimizers 25:30 Deep Dive Optimizers 27:55 Into the Optimizer Code! 37:48 Demo #1: Adding Depth to RAG 1:05:25 Demo #2: Questions to Blogs 1:07:48 Thank you so much for watching!