Resources

This is the list of tutorials and blog posts on DSPy. If you would like to add your own tutorial, please make a PR.

A Few Blogs & Videos on using DSPy

Blogs

Name	Link
Why I bet on DSPy	Blog
Not Your Average Prompt Engineering	Blog
Why I'm excited about DSPy	Blog
Achieving GPT-4 Performance at Lower Cost	Link
Prompt engineering is a task best left to AI models	Link
What makes DSPy a valuable framework for developing complex language model pipelines?	Link
DSPy: A new framework to program your foundation models just by prompting	Link
Intro to DSPy: Goodbye Prompting, Hello Programming	Link
DSPyGen: Revolutionizing AI	Link
Building an AI Assistant with DSPy	Link
Building Self-improving Agents in Production with DSPy	Link

Videos

Name	Link
DSPy Explained! (60K views)	Link
DSPy Intro from Sephora (25K views)	Link
Structured Outputs with DSPy	Link
DSPy and ColBERT - Weaviate Podcast	Link
SBTB23 DSPy	Link
Optimization with DSPy and LangChain	Link
Automated Prompt Engineering + Visualization	Link
Transforming LM Calls into Pipelines	Link
NeurIPS Hacker Cup: DSPy for Code Gen	Link
MIPRO and DSPy - Weaviate Podcast	Link
Getting Started with RAG in DSPy	Link
Adding Depth to DSPy Programs	Link
Programming Foundation Models with DSPy	Link
DSPy End-to-End: SF Meetup	Link
Monitoring & Tracing DSPy with Langtrace	Link
Teaching chat models to solve chess puzzles using DSPy + Finetuning	Link
Build Self-Improving AI Agents with DSPy (No Code)	Link

Podcasts

Weaviate has a directory of 10 amazing notebooks and 6 podcasts! Huge shoutout to them for the massive support ❤️. See the Weaviate DSPy directory.

TODO: This list in particular is highly incomplete. There are dozens of other good ones. To allow space, divide into opintionated blogs / podcasts / interviews vs. tutorials & talks.

Credit: Some of these resources were originally compiled in the Awesome DSPy repo.