Using a JSON Agent with LangChain, LangSmith and OpenAI’s GPT-4o

Developing a chatbot to answer questions about a JSON dataset

Image via OpenAI and edited by Author

The Challenge

I was recently provided a challenge: Develop a chatbot that can answer questions about a JSON dataset using an LLM and pre-defined student data in JSON format. Deliberately, the JSON is poorly structured…