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  # E-Commerce Last Exam
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  A benchmark for evaluating LLM agents on **120 real-world travel planning and e-commerce tool-use tasks**. Each task runs in an isolated Docker container with domain-specific CLI tools and SQLite databases. Agents must search, analyze, and produce structured recommendations.
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  - **Repository**: [alibaba-flyai/ecommerce_last_exam](https://github.com/alibaba-flyai/ecommerce_last_exam)
 
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  # E-Commerce Last Exam
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+ <iframe
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+ src="https://FlyaiLab-ecommerce_last_exam_leaderboard.hf.space"
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+ frameborder="0"
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+ width="100%"
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+ height="600"
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+ ></iframe>
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  A benchmark for evaluating LLM agents on **120 real-world travel planning and e-commerce tool-use tasks**. Each task runs in an isolated Docker container with domain-specific CLI tools and SQLite databases. Agents must search, analyze, and produce structured recommendations.
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  - **Repository**: [alibaba-flyai/ecommerce_last_exam](https://github.com/alibaba-flyai/ecommerce_last_exam)