DSPy Code Examples

DSPy tutorials and example code, modified and remixed for educational purposes

Example Programs

• Math Quiz Generator using Assertions (GSM8k dataset)
• SEC Filing 10-Q RAG as a compiled DSPy program
• Example Assertions/Suggestions (from learnbybuilding.ai tutorial)

Requirements

• Install dependencies via pip: $ pip install -r requirements.txt
• OpenAI API key

Usage

• To use your OpenAI API key, create a file called .env inside the same directory as your code, and add the following line: OPENAI_API_KEY='<your_api_key_here>'
• To use SEC EDGAR to download filings, add the following line to your .env file, substituting your own name and email: SEC_IDENTITY='<gary gary@sec.gov>'
• More coming soon, currently run as main to demonstrate generating a random math quiz question with Assertions: $ python math_quiz_assertions.py