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EZ way for api calling

Project description

Chat-to-Excel 智能表格分析工具

通过大模型(如通义千问)自动解析Excel文本数据,支持智能分析、结果保存与Prompt配置持久化


📌 近期亮点

Prompt配置持久化 🔄

  • 自动保存:每次通过info_collect()设置的prompt/inquiry等参数,将自动保存至本地prompt_tomb目录
  • 按名称隔离:通过name参数创建不同实例,实现多组独立配置共存(如客服质检/舆情分析等场景)
  • 断点续用:重启程序时自动加载同名实例的历史配置,无需重复输入参数
  • 灵活管理:通过例如info_collect(param='prompt')可单独修改特定参数,保留其他配置不变
  • 细粒度控制:支持通过info_collect(temperature=0.7)单独调整任意参数,保持其他配置不变

🚀 主要功能

1. 大模型交互

  • 支持Qwen系列模型(默认qwen-plus)
  • 多线程并发处理(自动适配CPU核心数)
  • 错误自动重试机制(单条数据最大重试2次)

2. 数据预处理

  • 通话记录结构化解析(JSON→角色/内容)
  • 非人工对话内容过滤(如系统提示音)

3. 灵活分析模式

  • 全量分析:处理完整数据集
  • 抽样调试:通过data_sample()抽取小样本测试Prompt效果
  • 单/多字段:支持单列独立分析或多列联合分析

4. 结果输出

  • 自动插入分析结果列
  • 保留原始数据结构
  • 支持xlsx格式导出

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