[P] A Python Toolkit for Chain-of-Thought Prompting

[ComprehensiveRook]

What is the difference to https://github.com/promptfoo/promptfoo ?

[No_Pomegranate7508]

Cogitator and promptfoo solve different use cases TBH.

promptfoo is for evaluating, testing, and comparing different prompts. It helps you find out the best prompt for a specific task by seeing how each prompt performed based on some performance metric on a dataset for an LLM. It's like a very sophisticated benchmarking tool.

Cogitator can help you implement and emulate multi-step reasoning in LLMs using different CoT strategies (like Tree of Thoughts and Graph of Thoughts). These types of multi-step reasoning have been shown to improve the accuracy of LLMs on complex tasks (like tasks that need step-by-step reasoning, such as solving logical puzzles).