AI驱动功能
新用户指南:使用Cells AI
欢迎使用Cells AI!本指南将带您了解配置和使用Cells AI库的基本步骤。
目录
Prerequisites
Before using Cells AI, ensure you have the following:
- A valid API Key from OpenAI or the other AI provider of your choice.
- A .NET development environment set up for C# programming.
Configure AI Model
To start using Cells AI, you need to set up an AI model. You can either create a new model or use one of the predefined models.
Example:
Setup a new AI model
Config.Model = new Model("gpt-4-32k");
使用预定义AI模型
Config.Model = Model.Gpt4OMini;
创建AI实例
您需要通过提供API根URL和您的API密钥来初始化CellsAI实例。必要时,也可以提供完整的API网址。
示例:
使用AI聊天根URL初始化
String APIKey = "sk-xxxxx";
String APIRootUrl = "https://api.openai.com/";
CellsAI cellsAI = new CellsAI(APIRootUrl, APIKey);
使用AI聊天完整URL初始化
String APIKey = "sk-xxxxx";
String FullAPIRootUrl = "https://generativelanguage.googleapis.com/v1beta/openai/chat/completions";
CellsAI cellsAI = new CellsAI(FullAPIRootUrl, true, APIKey);
使用AI处理文件
配置好AI模型并创建实例后,您可以使用AI的能力处理电子表格文件。
概要总结电子表格:
获取电子表格摘要
// Get summary of the spreadsheet
string summary = cellsAI.SpreadsheetSummarize("c:/student.xlsx");
您还可以将摘要输出到TextWriter:
// Use TextWriter way, Output summary to a TextWriter (Console)
TextWriter writer = Console.Out;
await cellsAI.SpreadsheetSummarize("c:/student.xlsx", writer);
关于电子表格提问:
您可以询问关于电子表格内容的问题:
// Ask a question about the spreadsheet
await cellsAI.SpreadsheetQuestion("c:/student.xlsx", "Who is the best student?", writer);
根据用户请求创建电子表格:
示例:
您可以根据具体需求创建新的电子表格。例如,生成每周菜单:
await cellsAI.BuildSpreadsheet("Provide weekly daily three-meal recipes, including nutritional value, preparation methods, ingredients, and cost, one day per row, and add total cost at last row.", null, "c:/foodsweekly.xlsx");
您还可以基于历史数据进行销售预估:
await cellsAI.BuildSpreadsheet("Based on the sales history data from row 3 to row 10, predict the sales situation for the next year. Add it in row 11.", "c:/Sales Report Year.xlsx", "c:/Sales Report Forcast.xlsx");
或者,用排名更新学生成绩:
await cellsAI.BuildSpreadsheet("Add a new column named \"Ranking\" and fill in the content of this column based on the students' total scores ranking", "c:\\student_score.xlsx", "c:\\student_score_with_rank.xlsx");
使用本地化请求的AI模型:
您可以使用阿里巴巴的千问AI模型或其他本地化AI模型。以下是如何指定地区:
// Set to use QwenPlus AI model
Config.Model = Model.QwenPlus;
// Set locale info (e.g., Chinese)
Config.Locale = "zh";
// User request in Chinese
string userRequest = "增加新的一列,列名称是\"排名\" 并根据学生的总分大小排名填入这一列的内容";
string outfile = "D:\\学生排行.xlsx";
string inputfile = "D:\\student_score_zh.xlsx";
await cellsAI.BuildSpreadsheet(userRequest, inputfile, outfile);
获取Excel公式:
您可以直接从电子表格查询Excel公式:
// Get formula from the spreadsheet
string formula = cellsAI.GetExcelFormula("c:/student.xlsx", "get the total score for Xiaomin");
如果无法直接访问AI服务器,请使用代理设置
如果您在代理后面工作,可以配置代理设置以允许Cells AI连接到服务器。
// Set up proxy for Cells AI
string proxyAddress = "http://127.0.0.1:58591";
WebProxy proxy = new WebProxy(proxyAddress)
{
BypassProxyOnLocal = false,
UseDefaultCredentials = false,
};
// Apply the proxy setting
cellsAI.Proxy = proxy;
其他功能与自定义
Cells AI支持多种自定义,例如调整AI模型、设置地区和修改数据输出。请确保探索API并尝试不同配置以适应您的具体用例。
结论
Cells AI使您能够处理电子表格,自动化任务,并利用AI为您的Excel应用程序提供支持。
快乐编码!