Edge 369: LLM Reasoning with Chain-Of-Code

Can LLMs use code generation to reason through complex tasks?

Created Using DALL-E

In this Issue:

1. Understanding chain-of-code(CoC) for LLM Reasoning.

2. A review of the Google DeepMind’s original CoC paper.

3. An introduction to the popular Embedchain RAG framework.

💡 ML Concept of the Day: What is Chain-of-Code?

Writing code is a clear expression of reasoning. A typical program includes blocks that express control-flow, logical expressions and modular structures that combine to model a solution to a given problem. Could code be used to improve LLM reasoning. That was the thesis behind the chain-of-code(CoC) method.