code.py 8.3 KB

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  1. #!/usr/bin/env python3
  2. """
  3. s02: 工具使用 — 在 s01 基础上新增 4 个工具 + 分发映射。
  4. 运行: python s02_tool_use/code.py
  5. 需要: pip install anthropic python-dotenv + .env 中配置 ANTHROPIC_API_KEY
  6. 本文件 = s01 的全部代码 + 以下新增:
  7. + run_read / run_write / run_edit / run_glob 四个工具实现
  8. + TOOL_HANDLERS 分发映射(替代 s01 中硬编码的 run_bash 调用)
  9. + safe_path 路径安全校验
  10. 循环本身(agent_loop)与 s01 完全一致。
  11. """
  12. import os, subprocess
  13. from pathlib import Path
  14. try:
  15. import readline
  16. readline.parse_and_bind('set bind-tty-special-chars off')
  17. readline.parse_and_bind('set input-meta on')
  18. readline.parse_and_bind('set output-meta on')
  19. readline.parse_and_bind('set convert-meta off')
  20. except ImportError:
  21. pass
  22. from anthropic import Anthropic
  23. from dotenv import load_dotenv
  24. load_dotenv(override=True)
  25. if os.getenv("ANTHROPIC_BASE_URL"):
  26. os.environ.pop("ANTHROPIC_AUTH_TOKEN", None)
  27. WORKDIR = Path.cwd()
  28. client = Anthropic(base_url=os.getenv("ANTHROPIC_BASE_URL"))
  29. MODEL = os.environ["MODEL_ID"]
  30. SYSTEM = f"你是位于 {WORKDIR}. 使用工具解决任务。直接行动,不要只解释。"
  31. # ═══════════════════════════════════════════════════════════
  32. # 来自 s01 (未改动)
  33. # ═══════════════════════════════════════════════════════════
  34. def run_bash(command: str) -> str:
  35. dangerous = ["rm -rf /", "sudo", "shutdown", "reboot", "> /dev/"]
  36. if any(d in command for d in dangerous):
  37. return "错误:危险命令已被拦截"
  38. try:
  39. r = subprocess.run(command, shell=True, cwd=WORKDIR,
  40. capture_output=True, text=True,
  41. encoding="utf-8", errors="replace", timeout=120)
  42. out = (r.stdout + r.stderr).strip()
  43. return out[:50000] if out else "(无输出)"
  44. except subprocess.TimeoutExpired:
  45. return "错误:执行超时(120 秒)"
  46. except (FileNotFoundError, OSError) as e:
  47. return f"错误:{e}"
  48. # ═══════════════════════════════════════════════════════════
  49. # 新增于 s02: 4 个新工具
  50. # ═══════════════════════════════════════════════════════════
  51. def safe_path(p: str) -> Path:
  52. path = (WORKDIR / p).resolve()
  53. if not path.is_relative_to(WORKDIR):
  54. raise ValueError(f"路径逃逸出工作区:{p}")
  55. return path
  56. def run_read(path: str, limit: int | None = None) -> str:
  57. try:
  58. lines = safe_path(path).read_text().splitlines()
  59. if limit and limit < len(lines):
  60. lines = lines[:limit] + [f"... ({len(lines) - limit} 行更多内容)"]
  61. return "\n".join(lines)
  62. except Exception as e:
  63. return f"错误:{e}"
  64. def run_write(path: str, content: str) -> str:
  65. try:
  66. file_path = safe_path(path)
  67. file_path.parent.mkdir(parents=True, exist_ok=True)
  68. file_path.write_text(content)
  69. return f"已写入 {len(content)} 字节到 {path}"
  70. except Exception as e:
  71. return f"错误:{e}"
  72. def run_edit(path: str, old_text: str, new_text: str) -> str:
  73. try:
  74. file_path = safe_path(path)
  75. text = file_path.read_text()
  76. if old_text not in text:
  77. return f"错误:在文件中未找到目标文本:{path}"
  78. file_path.write_text(text.replace(old_text, new_text, 1))
  79. return f"已编辑 {path}"
  80. except Exception as e:
  81. return f"错误:{e}"
  82. def run_glob(pattern: str) -> str:
  83. import glob as g
  84. try:
  85. results = []
  86. for match in g.glob(pattern, root_dir=WORKDIR):
  87. if (WORKDIR / match).resolve().is_relative_to(WORKDIR):
  88. results.append(match)
  89. return "\n".join(results) if results else "(无匹配)"
  90. except Exception as e:
  91. return f"错误:{e}"
  92. # ═══════════════════════════════════════════════════════════
  93. # 新增于 s02: 工具定义(s01 只有一个 bash,现在扩展到 5 个)
  94. # ═══════════════════════════════════════════════════════════
  95. TOOLS = [
  96. {"name": "bash", "description": "运行一条 shell 命令。",
  97. "input_schema": {"type": "object", "properties": {"command": {"type": "string"}}, "required": ["command"]}},
  98. {"name": "read_file", "description": "读取文件内容。",
  99. "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "limit": {"type": "integer"}}, "required": ["path"]}},
  100. {"name": "write_file", "description": "向文件写入内容。",
  101. "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "content": {"type": "string"}}, "required": ["path", "content"]}},
  102. {"name": "edit_file", "description": "在文件中替换一次完全匹配的文本。",
  103. "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "old_text": {"type": "string"}, "new_text": {"type": "string"}}, "required": ["path", "old_text", "new_text"]}},
  104. {"name": "glob", "description": "查找匹配 glob 模式的文件。",
  105. "input_schema": {"type": "object", "properties": {"pattern": {"type": "string"}}, "required": ["pattern"]}},
  106. ]
  107. # ═══════════════════════════════════════════════════════════
  108. # 新增于 s02: 工具分发映射(s01 是硬编码 run_bash,现在改为查表)
  109. # ═══════════════════════════════════════════════════════════
  110. TOOL_HANDLERS = {
  111. "bash": run_bash, "read_file": run_read, "write_file": run_write,
  112. "edit_file": run_edit, "glob": run_glob,
  113. }
  114. # ═══════════════════════════════════════════════════════════
  115. # agent_loop — 与 s01 结构完全一致,只改了工具执行那部分
  116. # s01: output = run_bash(block.input["command"])
  117. # s02: output = TOOL_HANDLERS[block.name](**block.input)
  118. # ═══════════════════════════════════════════════════════════
  119. def agent_loop(messages: list):
  120. while True:
  121. response = client.messages.create(
  122. model=MODEL, system=SYSTEM, messages=messages,
  123. tools=TOOLS, max_tokens=8000,
  124. )
  125. messages.append({"role": "assistant", "content": response.content})
  126. if response.stop_reason != "tool_use":
  127. return
  128. results = []
  129. for block in response.content:
  130. if block.type == "tool_use":
  131. print(f"\033[33m> {block.name}\033[0m")
  132. handler = TOOL_HANDLERS.get(block.name)
  133. output = handler(**block.input) if handler else f"未知工具:{block.name}"
  134. print(str(output)[:200])
  135. results.append({"type": "tool_result", "tool_use_id": block.id, "content": output})
  136. messages.append({"role": "user", "content": results})
  137. if __name__ == "__main__":
  138. print("s02: 工具使用 — 在 s01 基础上加了 4 个工具")
  139. print("输入问题,回车发送。输入 q 退出。\n")
  140. history = []
  141. while True:
  142. try:
  143. query = input("\033[36ms02 >> \033[0m")
  144. except (EOFError, KeyboardInterrupt):
  145. break
  146. if query.strip().lower() in ("q", "exit", ""):
  147. break
  148. history.append({"role": "user", "content": query})
  149. agent_loop(history)
  150. for block in history[-1]["content"]:
  151. if getattr(block, "type", None) == "text":
  152. print(block.text)
  153. print()