Hi @Ruriko Use an AI Agent and give it good amount of instructions and a structured output incase if you want, and then use some cheap model as this task should not require much reasoning, so for now just go along with Groq and choose a model and there dump your text file data into your AI agent USER PROMPT, and give it a good system prompt on what you want, and there add a structured output parser with your requirement on how you want your valid JSON to be. It would really work.