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Structured Output with LangChain and Llamafile
2 minutes read This article shows how one can teach Llamafile to handle structured outputs like JSON. If you’re already familiar with LangChain, you’ll know that popular models like OpenAI include their own implementations of with_structured_output.
Invoke the chain Print out the answer (either as raw JSON or by using the utility function display_answer) In error cases call prompt and llm only while ignoring the parser The article elaborates on utilizing Planners with Semantic Kernel to autonomously orchestrate AI tasks based on user requests. I initially utilized a simple ASP.NET web server to avoid cloud service configurations, only to encounter issues with content-type settings and JSON data parsing.
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