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Add multimodal module: receipt images to Java records on the real OpenAI, Anthropic and Ollama models against an OCR-backed local server, validation, repair retry, accuracy by photo condition

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Co-Authored-By: Claude Sonnet 5.5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01JXVi2GMQ7bR5EmbUFdDj7N
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Claude
2026-10-09 07:07:57 +00:00
parent b0bba995e6
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multimodal/output/04-repair-loop.txt
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# Validate, then ask once more with the problems quoted
SIMULATED misread (the stand-in adds 0.10 to the total on the first attempt only):
attempts: 2, problems after: none, total: 13.87
text sent with the second attempt:
| Extract this receipt. A previous attempt had these problems, so re-read the image carefully: subtotal 12.75 + tax 1.12 is 13.87, total says 13.97
| (+ 56 more lines: the system prompt and the JSON-schema format instructions Spring AI appends for entity())