Implementation of recommend
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@@ -16,6 +16,18 @@ from .util import ffmpeg_description, parse_ucs
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def recommend_text(text: str, ctx: InferenceContext):
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def recommend_text(text: str, ctx: InferenceContext):
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return ctx.classify_text_ranked(text)
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return ctx.classify_text_ranked(text)
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def print_recommendation(path: str | None, text: str, ctx: InferenceContext):
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recommendations = ctx.classify_text_ranked(text)
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print("----------")
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if path:
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print(f"Path: {path}")
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print(f"Text: {text or '<None>'}")
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for r in recommendations:
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cat, subcat, _ = ctx.lookup_category(r)
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print(f"- {r}: {cat}-{subcat}")
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@click.group(epilog="For more information see "
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@click.group(epilog="For more information see "
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"<https://git.squad51.us/jamie/ucsinfer>")
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"<https://git.squad51.us/jamie/ucsinfer>")
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# @click.option('--verbose', flag_value='verbose', help='Verbose output')
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# @click.option('--verbose', flag_value='verbose', help='Verbose output')
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@@ -43,39 +55,17 @@ def recommend(text, paths, model):
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m = SentenceTransformer(model)
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m = SentenceTransformer(model)
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ctx = InferenceContext(m, model)
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ctx = InferenceContext(m, model)
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recommendations = []
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if text is not None:
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if text is not None:
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recommendations.append({
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print_recommendation(None, text, ctx)
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"text": text,
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"recommendations": recommend_text(text, ctx)
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})
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for path in paths:
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for path in paths:
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text = ffmpeg_description(path)
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text = ffmpeg_description(path)
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if text:
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if text:
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recommendations.append({
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print_recommendation(path, text, ctx)
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"path":path,
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"text":text,
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"recommendations":recommend_text(text, ctx)
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})
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else:
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else:
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recommendations.append({
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filename = os.path.basename(path)
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"path":path,
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print_recommendation(path, filename, ctx)
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"text":None,
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"recommendations":None
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})
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for rec in recommendations:
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print("----------")
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if 'path' in rec:
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print(f"Path: {rec['path']}")
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print(f"Text: {rec['text'] or '<None>'}")
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if rec['recommendations']:
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for r in rec['recommendations']:
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cat, subcat, _ = ctx.lookup_category(r)
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print(f"- {r}: {cat}-{subcat}")
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@ucsinfer.command('gather')
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@ucsinfer.command('gather')
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