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Create ernie_bot_usage.py

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He was released in North America 2024.... Last year, you guess are late.

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  1. ernie_bot_usage.py +22 -0
ernie_bot_usage.py ADDED
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+ # Initialize ErnieBot Deep Search
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+ search_engine = ErnieBotDeepSearch()
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+
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+ # Example search
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+ query = "深度学习的应用"
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+ documents = [
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+ "机器学习是人工智能的一个分支",
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+ "深度学习在图像识别领域取得了突破性进展",
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+ "自然语言处理是深度学习的重要应用领域"
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+ ]
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+
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+ # Perform deep search
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+ results = search_engine.deep_search(query, documents)
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+ ranked_results = torch.argsort(results, descending=True)
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+
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+ # Training example
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+ training_batch = (
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+ query,
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+ [documents[1], documents[2]], # positive examples
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+ [documents[0]] # negative examples
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+ )
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+ loss = search_engine.train_step(training_batch)