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We tried 14 levers to get reliable SDUI card JSON from a local LLM model

joe.blog.freemansoft.com · published 8 September 2026

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https://github.com/freemansoft/Flutter-AdaptiveCards

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https://github.com/freemansoft/Flutter-AdaptiveCards/blob/main/adaptive_chat_server_dart/ModelBehavior.md

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https://github.com/freemansoft/Flutter-AdaptiveCards/blob/main/adaptive_chat_server_dart/assets/card_system_prompt.txt

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https://github.com/freemansoft/Flutter-AdaptiveCards/blob/main/adaptive_chat_server_dart/assets/seed_card.json

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https://github.com/freemansoft/Flutter-AdaptiveCards/blob/main/adaptive_chat_server_dart/tool/model_probes/shape_ab.dart

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https://blogger.googleusercontent.com/img/a/AVvXsEgnN3J3VWLqj5tzCQ7aewZGW_fOfUzWYigclz2ptMqTJB4jd-0xc8JUhUjabhUWK44cPn0drLXF3-7-lHt5bqcebeSD0Uly5eMX0p61bRlhEygZRpzGL4874YKU-PlH6erzwKlbPzLoH1xsgG7R5WaPz3m5a01JvoEsCOlhnUJB98wpKMz8TOgL4dujF8SG

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https://blogger.googleusercontent.com/img/a/AVvXsEhK5CRYLO5y3igvSzzYWq7JQqjRW30q1uZTIO5ycD6dRJpngbO7JZLnPEZ5kBHV7_gln5tTXdgMgUM02WgX0sbFpkHUrA0l565St6Gk56pelP77uSEMYBAfG997H7jHbSaJU6MVSV41MIrrzQKBj3_eqNfICQ-aUHmAQzY2mqISwYi1to_GvNXRvPdf8sLF

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https://github.com/freemansoft/Flutter-AdaptiveCards/commit/500a1e828b130b3412e295f7b0223fc72cf8955b

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https://github.com/freemansoft/Flutter-AdaptiveCards/tree/main/adaptive_chat_client

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https://github.com/freemansoft/Flutter-AdaptiveCards/blob/main/adaptive_chat_server_dart/tool/model_probes/prompt_ab.dart

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https://github.com/freemansoft/Flutter-AdaptiveCards/blob/main/adaptive_chat_server_dart/lib/src/card_detect.dart

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https://github.com/ollama/ollama/blob/main/docs/api.md

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