Unverified50% confidenceFactExact time

程序通过余弦相似度计算相关段落，动态拼装发送给 AI 的 prompt，实现标准 RAG 流程

1

Sources

50%

Confidence

Long-term

Relevance

7/17/2026

First Seen

Sources

Claude Opus 4 + RAG + Knowledge Graph: A Real-World Architecture for AI Novel Writing

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Unverified工程化的Harness集批量调度、自动留痕、数据复盘于一体，可记录AI每次生成的代码差异、报错日志和耗时数据70% similar UnverifiedRAG（检索增强生成）技术可让IDE在模型调用前自动从项目中检索最相关的代码片段注入Prompt，实现按需上下文69% similar UnverifiedRAG、分层代码摘要、代码知识图谱等策略是当前企业级AI编程工具突破上下文窗口限制的核心技术手段69% similar

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