Using a JSON Agent with LangChain, LangSmith and OpenAI’s GPT-4o | by Ben Olney | Jul, 2024

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Developing a chatbot to answer questions about a JSON dataset

Ben Olney
Towards Data Science
JSON Agent
Image via OpenAI and edited by Author

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…

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