Getting Started with RAG in DSPy!
Hey everyone! Thank you so much for watching this tutorial on getting started with RAG programming in DSPy! This video will take you through 4 major aspects of building DSPy programs (1) Installation, settings, and Datasets with dspy.Example, (2) LLM Metrics, (3) The DSPy programming model, and (4) Optimization!!
The notebook used in the video can be found here: https://github.com/weaviate/recipes/b...
All future videos, as well as additional utils like data import scripts, will be in this folder: https://github.com/weaviate/recipes/t...
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DSPy on GitHub: https://github.com/stanfordnlp/dspy/
Join the DSPy Discord! / discord
DSPy GPT by Sean Chatman: https://chat.openai.com/g/g-cH94JC5NP...
New Signature class based on Pydantic by Thomas Ahle: https://github.com/stanfordnlp/dspy/p...
Knox, Ollama in DSPy: / 1756018720818794916
Stephen Byrne, Why I'm excited about DSPy: https://substack.stephen.so/p/why-im-...
Chapters
0:00 Intro!
1:35 Where to find the code
2:08 Community Notes
4:00 Getting Started with RAG
7:56 0. DSPy Settings and Installation
10:00 1. DSPy Datasets
11:56 2. LLM Metrics
19:22 3. The DSPy Programming Model
23:32 4. DSPy Optimization
30:45 Recap
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