Research Papers

OpenAI Cookbook

• ChatML

Chain of Thought Prompting

A prompting technique used to encourage the model to generate a series of intermediate reasoning steps. A less formal way to induce this behavior is to include �Let�s think step-by-step� in the prompt.

Resources:

• Chain-of-Thought Paper
• Step-by-Step Paper

Prompt Chaining

Combining multiple LLM calls together, with the output of one-step being the input to the next.

Resources:

• PromptChainer Paper
• Language Model Cascades
• ICE Primer Book
• Socratic Models

Chain of Thought Prompting

A prompting technique used to encourage the model to generate a series of intermediate reasoning steps. A less formal way to induce this behavior is to include �Let�s think step-by-step� in the prompt.

Resources:

• Chain-of-Thought Paper
• Step-by-Step Paper

MemPrompt

MemPrompt maintains a memory of errors and user feedback, and uses them to prevent repetition of mistakes.

Resources:

• Paper