diff --git a/core/llm/index.ts b/core/llm/index.ts
index 8872281d6e7..88613b165e2 100644
--- a/core/llm/index.ts
+++ b/core/llm/index.ts
@@ -7,6 +7,8 @@ import {
   constructLlmApi,
 } from "@continuedev/openai-adapters";
 import Handlebars from "handlebars";
+import * as path from "path";
+import * as vscode from "vscode";
 
 import { DevDataSqliteDb } from "../data/devdataSqlite.js";
 import { DataLogger } from "../data/log.js";
@@ -62,6 +64,42 @@ import {
   toFimBody,
 } from "./openaiTypeConverters.js";
 
+const { spawn } = require("child_process");
+
+function callPythonFunction(
+  path: string,
+  name: string,
+  ws: string,
+): Promise<string> {
+  return new Promise((resolve, reject) => {
+    let stdoutData = "";
+    let stderrData = "";
+
+    const pythonProcess = spawn("python", [path, name, ws]);
+    pythonProcess.stdout.on("data", (data: Buffer) => {
+      stdoutData += data.toString();
+      console.log(`Output: ${data.toString()}`);
+    });
+
+    pythonProcess.stderr.on("data", (data: Buffer) => {
+      stderrData += data.toString();
+      console.error(`Error: ${data.toString()}`);
+    });
+
+    pythonProcess.on("close", (code: number) => {
+      if (code !== 0) {
+        reject(
+          new Error(
+            `Python process exited with code ${code}: ${stderrData.trim()}`,
+          ),
+        );
+      } else {
+        resolve(stdoutData.trim());
+      }
+    });
+  });
+}
+
 export class LLMError extends Error {
   constructor(
     message: string,
@@ -926,6 +964,7 @@ export abstract class BaseLLM implements ILLM {
 
     let thinking = "";
     let completion = "";
+    let response = "";
 
     try {
       if (this.templateMessages) {
@@ -984,6 +1023,7 @@ export abstract class BaseLLM implements ILLM {
           )) {
             if (chunk.role === "assistant") {
               completion += this._formatChatMessage(chunk);
+              response += chunk.content;
             } else if (chunk.role === "thinking") {
               thinking += chunk.content;
             }
@@ -996,6 +1036,49 @@ export abstract class BaseLLM implements ILLM {
           }
         }
       }
+
+      let script_response = "";
+      const rootPath = vscode.workspace.workspaceFolders[0].uri.fsPath;
+      if (rootPath) {
+        try {
+          script_response = await callPythonFunction(
+            rootPath + "\\script.py" /* TODO: do not hardcode script name */,
+            response,
+            vscode.workspace.workspaceFolders[0].uri.fsPath,
+          );
+        } catch (error) {}
+
+        /* analyze the resonse from python script */
+        const lines = script_response
+          .split("\n")
+          .filter((line) => line.trim() !== "");
+        const result: Record<string, string> = {};
+
+        lines.forEach((line) => {
+          const [key, value] = line.split("=");
+          if (key && value) {
+            result[key.trim()] = value.trim();
+          }
+        });
+
+        const startLine = Number(result.STARTLINE);
+        const endLine = Number(result.ENDLINE);
+        const filename = result.FILENAME || "";
+        const selection = new vscode.Selection(
+          new vscode.Position(startLine, 0),
+          new vscode.Position(endLine, 0),
+        );
+        const filePath = path.join(rootPath, filename);
+        const fileUri = vscode.Uri.file(filePath);
+        /* TODO: check if it exists before opening */
+        const document = await vscode.workspace.openTextDocument(fileUri);
+        await vscode.window.showTextDocument(document, {
+          selection: selection,
+          viewColumn: vscode.ViewColumn.Active,
+          preserveFocus: false,
+        });
+      }
+
       status = this._logEnd(
         completionOptions.model,
         prompt,
diff --git a/manual-testing-sandbox/script.py b/manual-testing-sandbox/script.py
new file mode 100644
index 00000000000..1fc435500f5
--- /dev/null
+++ b/manual-testing-sandbox/script.py
@@ -0,0 +1,18 @@
+import os
+import sys
+
+def create_file(filename, content):
+    # Create a new file with the given filename and content
+    with open(filename, 'w') as f:
+        f.write(content)
+
+if __name__ == "__main__":
+    filename = "D:/02.Continental/AI/example.txt"
+    content = "[This is the response]\n"
+    content += "STARTLINE=2\n"
+    content += "ENDLINE=10\n"
+    content += "FILENAME=data.json\n"
+    content += "\n---\n" + sys.argv[1]
+    content += "\n---\n" + sys.argv[2]
+    print(content)
+    create_file(filename, content)
\ No newline at end of file
diff --git a/script.py b/script.py
new file mode 100644
index 00000000000..d7d70ddfbaf
--- /dev/null
+++ b/script.py
@@ -0,0 +1,18 @@
+import os
+import sys
+
+def create_file(filename, content):
+    # Create a new file with the given filename and content
+    with open(filename, 'w') as f:
+        f.write(content)
+
+if __name__ == "__main__":
+    filename = "script.py.txt"
+    content = "[This is the response]\n"
+    content += "STARTLINE=2\n"
+    content += "ENDLINE=10\n"
+    content += "FILENAME=manual-testing-sandbox\data.json\n"
+    content += "\n---\n" + sys.argv[1]
+    content += "\n---\n" + sys.argv[2]
+    print(content)
+    create_file(filename, content)
diff --git a/tryrun/README b/tryrun/README
new file mode 100644
index 00000000000..00ff7fa6fb7
--- /dev/null
+++ b/tryrun/README
@@ -0,0 +1,14 @@
+使用AI CHAT时，在获取AI RESPONSE后，会默认调用当前打开工程目录下的script.py。
+关于script.py:
+- 输入
+  arg[0]: 程序名, 如：script.py
+  arg[1]: AI RESPONSE
+  arg[2]: 当前工作目录
+- 输出
+  如果script.py根据AI RESPONE修改了一些文件，那么需要按照如下格式说明修改哪个文件的哪些行。
+  即：在标准输出需要输出一下内容，VScode会根据此信息打开FILENAME, 同时选中STARTLINE到ENDLINE。
+    STARTLINE=${linenum}
+    ENDLINE=${linenum}
+    FILENAME=${filename}
+
+!!! This is just a temporary solution !!!
\ No newline at end of file
diff --git a/tryrun/TRYRUN_CSSDC_DEBUG_01.png b/tryrun/TRYRUN_CSSDC_DEBUG_01.png
new file mode 100644
index 00000000000..01f482313d5
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diff --git a/tryrun/TRYRUN_CSSDC_DEBUG_02.png b/tryrun/TRYRUN_CSSDC_DEBUG_02.png
new file mode 100644
index 00000000000..40530848532
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