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securityF
license-
qualityEnables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
Last updated -
62
13
TypeScript
Integrations
Processes and returns OI-Wiki content in Markdown format, allowing AI to reference competitive programming documentation and algorithms directly
Utilizes Milvus Lite as a vector database to store and retrieve semantic vectors of OI-Wiki content, enabling semantic search capabilities for competitive programming knowledge
mcp-oi-wiki
让大模型拥有 OI-Wiki 的加成！
How does it work?
使用 Deepseek-V3 对 OI-wiki 当前的 462 个页面做摘要，将摘要嵌入为语义向量，建立向量数据库。
查询时，找到数据库中最接近的向量，返回对应的 wiki markdown。
Usage
确保你拥有 uv。
首先，下载本仓库：
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然后打开你的 MCP 配置文件（mcpo 或 claude）：
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Update
可以生成自己的 db/oi-wiki.db。
将 Silicon flow API key 放在 api.key 文件中。
然后运行：
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在批量推理页面下载摘要结果到 result.jsonl。
最后运行：
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生成新的 db/oi-wiki.db。
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Tools
Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.
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