Superpower LLMs with Conversational Agents in LangChain

Large Language Models (LLMs) are incredibly powerful, yet they lack particular abilities that the “dumbest” computer programs can handle with ease. Logic, calculation, and search are examples of where computers typically excel, but LLMs struggle.

Computers can solve incredibly complex math problems, yet if we ask GPT-4 to tell us the answer to 4.1 * 7.9, it fails:

This is a companion discussion topic for the original entry at