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[feature] participate in RAG & Multi-Agent-System competition #1348

@hsluoyz

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@hsluoyz

See: https://tianchi.aliyun.com/competition/entrance/532354

We need to use Casibase to participate this competition. Casibase can also get improved during the competition. For example, if you think the RAG feature or MCP feature inside Casibase cannot fully support getting good result for the competition. You can make PR to improve Casibase.

For the scripts used in the competition, we can "generalize" the scripts into general-purpose code and merge it to Casibase.

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