setup repo structure

docs.txt

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+You want to build a custom AI-powered system to automatically generate keyword tags for agricultural stock photos.
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+You want the system to help eliminate your current manual keyword tagging process, which is currently handled by an assistant and takes about 10 hours/month.
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+You need to process 1,000 photos per month, in batches of 500, and this number may scale up over time (possibly doubling in 3 years).
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+You want the system to generate 5 to 10 high-quality keywords per image, with a focus on agricultural relevance.
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+You want to be able to train the AI using your current keyword-tagged photo dataset, which contains about 30,000 photos.
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+The system must differentiate subtle ag-specific concepts, such as:
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+Farmer vs. rancher
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+Dairy farmer vs. rancher
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+Chicken farmer (not rancher)
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+Male vs. female farmers (for diversity tagging)
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+You want the system to optionally generate a descriptive product title like: “Farmer and son walking in cornfield.”
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+If location metadata is available in the image file, you want the system to extract and use that data as a keyword (e.g., “Iowa”).
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+You want the final output in CSV format, with each photo’s file name matched to its:
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+Human-entered keywords (for comparison, if needed)
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+AI-generated keywords
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+AI-generated title (if available)
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+Location (if available)