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### What problem does this PR solve? 当前graphrag的LOOP_PROMPT,会导致模型输出Y之后,继续补充了实体和关系,比较浪费时间。参照[graph rag](https://github.com/microsoft/graphrag/blob/main/graphrag/prompts/index/extract_graph.py)最新的代码,修改了LOOP_PROMPT,经过验证,修改后可以稳定的输出Y停止。 Currently, GraphRAG’s LOOP_PROMPT causes the model to keep appending entities and relationships even after outputting “Y,” which wastes time. Referring to the latest code in [graphRAG](https://github.com/microsoft/graphrag/blob/main/graphrag/prompts/index/extract_graph.py), I modified the LOOP_PROMPT, and after verification the updated prompt reliably outputs “Y” and stops. ### Type of change - [ ] Bug Fix (non-breaking change which fixes an issue) - [ ] New Feature (non-breaking change which adds functionality) - [ ] Documentation Update - [ ] Refactoring - [x] Performance Improvement - [ ] Other (please describe): Co-authored-by: liuzhenghua-jk <liuzhenghua-jk@360shuke.com>