Reppl

Using APPL to reimplement popular algorithms for Large Language Models (LLMs) and prompts.

Contributions are welcome!

Setup

You can save your API keys in .env file, example is in .env.example. APPL will automatically read the environment variables in the .env file. Read more on APPL's documentation.

List of algorithms

• Tree-of-thought: [paper], [official code]
• Reflexion: [paper], [official code]
• Prompt Optimization:
  • Large Language Models as Optimizers (OPRO): [paper], [official code]
  • ExemplarGuided Reflection with Memory mechanism (ERM): [paper]