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Update backend/agent.py
Browse files- backend/agent.py +47 -79
backend/agent.py
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@@ -1,83 +1,44 @@
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import asyncio, subprocess,
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from pathlib import Path
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from typing import List, Dict
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from model_router import route_chat
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# ---------- Tool definitions ----------
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def read_file(filepath: str, project_path: Path) -> str:
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full_path = project_path / filepath
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if full_path.exists():
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return full_path.read_text()
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return f"Error: File not found: {filepath}"
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def write_file(filepath: str, content: str, project_path: Path) -> str:
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full_path = project_path / filepath
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full_path.parent.mkdir(parents=True, exist_ok=True)
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full_path.write_text(content)
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return f"File written: {filepath}"
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def run_command(command: str, cwd: str) -> str:
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try:
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result = subprocess.run(command, shell=True, cwd=cwd, capture_output=True, text=True, timeout=30)
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return result.stdout + result.stderr
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except subprocess.TimeoutExpired:
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return "Command timed out."
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def list_dir(path: str, project_path: Path) -> List[str]:
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full_path = project_path / path if path else project_path
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try:
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return os.listdir(full_path)
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except:
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return []
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# ---------- Agent class ----------
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class CodingAgent:
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def __init__(self, project_path: str, model: str = "groq-llama-3.3-70b-versatile"):
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self.project_path = Path(project_path)
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self.model = model
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self.status = "idle"
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self.logs = []
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self.pending_changes = []
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self.max_steps = 10
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async def run_task(self, task: str):
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"""
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self.status = "running"
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self.logs = []
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self.pending_changes = []
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system = f"""You are an AI coding agent.
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You
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- read_file(filepath)
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- write_file(filepath, content)
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- edit_file(filepath, search, replace)
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- run_command(command)
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- list_dir(path)
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- task_complete()
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For each step, you must output a JSON object with two keys:
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- "thought": a short description of what you are doing
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- "tool": the name of the tool to call
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- "arguments": the arguments for the tool (as a dictionary)
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Example:
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DO NOT output anything except the JSON object. If you need to talk, use the "thought" field."""
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messages = [
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{"role": "system", "content": system},
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{"role": "user", "content": task}
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]
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for step in range(
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# Get agent's next action
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response = await self._generate(messages)
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self.logs.append(f"Step {step+1}: {response[:150]}...")
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# Parse the JSON action
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action = self._parse_action(response)
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if not action:
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messages.append({"role": "user", "content": "Invalid JSON. Please output only the JSON action."})
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@@ -87,12 +48,10 @@ DO NOT output anything except the JSON object. If you need to talk, use the "tho
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tool = action.get("tool", "")
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args = action.get("arguments", {})
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# Execute tool
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result = ""
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if tool == "read_file":
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result =
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elif tool == "write_file":
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# Queue the change instead of writing immediately
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filepath = args.get("filepath", "")
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content = args.get("content", "")
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self.pending_changes.append({"action": "create", "filepath": filepath, "content": content})
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filepath = args.get("filepath", "")
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search = args.get("search", "")
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replace = args.get("replace", "")
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current = read_file(filepath, self.project_path)
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if search in current:
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modified = current.replace(search, replace)
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self.pending_changes.append({"action": "edit", "filepath": filepath, "original": current, "modified": modified})
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@@ -110,49 +68,59 @@ DO NOT output anything except the JSON object. If you need to talk, use the "tho
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else:
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result = f"Search string not found in {filepath}"
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elif tool == "run_command":
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result =
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elif tool == "list_dir":
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result = "\n".join(
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elif tool == "task_complete":
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self.logs.append("Agent marked task complete.")
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break
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else:
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result = f"Unknown tool: {tool}"
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# Feed result back to model
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messages.append({"role": "assistant", "content": response})
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messages.append({"role": "user", "content": f"Tool result: {result}"})
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self.status = "awaiting_approval"
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return {
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"logs": self.logs,
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"pending_changes": self.pending_changes
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}
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async def approve_and_apply(self):
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"""Apply all pending changes."""
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self.status = "applying"
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for change in self.pending_changes:
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try:
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if change["action"] == "create":
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self.logs.append(f"Created {change['filepath']}")
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elif change["action"] == "edit":
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self.logs.append(f"Edited {change['filepath']}")
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except Exception as e:
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self.logs.append(f"Error: {e}")
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self.pending_changes = []
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self.status = "completed"
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def
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text = text.strip()
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if text.
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text = text[3:]
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if text.endswith("```"):
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text = text[:-3]
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try:
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return json.loads(text)
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except:
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import asyncio, subprocess, re, json
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from pathlib import Path
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from typing import List, Dict
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from model_router import route_chat
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class CodingAgent:
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def __init__(self, project_path: str, model: str = "groq-llama-3.3-70b-versatile"):
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self.project_path = Path(project_path)
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self.model = model
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self.status = "idle"
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self.logs = []
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self.pending_changes = []
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async def run_task(self, task: str) -> dict:
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"""New agent loop – returns {logs, pending_changes}."""
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self.status = "running"
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self.logs = []
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self.pending_changes = []
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system = f"""You are an AI coding agent. Complete the user's task step by step.
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You work in the project folder: {self.project_path}.
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Available tools (respond with a JSON object containing "thought", "tool", and "arguments"):
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- read_file(filepath)
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- write_file(filepath, content)
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- edit_file(filepath, search, replace)
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- run_command(command)
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- list_dir(path)
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- task_complete()
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Example: {{"thought": "I need to see the code", "tool": "read_file", "arguments": {{"filepath": "main.py"}}}}
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Only output the JSON object."""
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messages = [
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{"role": "system", "content": system},
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{"role": "user", "content": task}
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]
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for step in range(8):
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response = await self._generate(messages)
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self.logs.append(f"Step {step+1}: {response[:150]}...")
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action = self._parse_action(response)
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if not action:
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messages.append({"role": "user", "content": "Invalid JSON. Please output only the JSON action."})
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tool = action.get("tool", "")
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args = action.get("arguments", {})
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result = ""
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if tool == "read_file":
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result = self._read_file(args.get("filepath", ""))
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elif tool == "write_file":
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filepath = args.get("filepath", "")
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content = args.get("content", "")
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self.pending_changes.append({"action": "create", "filepath": filepath, "content": content})
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filepath = args.get("filepath", "")
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search = args.get("search", "")
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replace = args.get("replace", "")
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current = self._read_file(filepath)
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if search in current:
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modified = current.replace(search, replace)
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self.pending_changes.append({"action": "edit", "filepath": filepath, "original": current, "modified": modified})
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else:
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result = f"Search string not found in {filepath}"
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elif tool == "run_command":
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result = self._run_command(args.get("command", ""))
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elif tool == "list_dir":
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result = "\n".join(self._list_dir(args.get("path", "")))
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elif tool == "task_complete":
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self.logs.append("Agent marked task complete.")
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break
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else:
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result = f"Unknown tool: {tool}"
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messages.append({"role": "assistant", "content": response})
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messages.append({"role": "user", "content": f"Tool result: {result}"})
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self.status = "awaiting_approval"
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return {"logs": self.logs, "pending_changes": self.pending_changes}
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async def approve_and_apply(self):
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self.status = "applying"
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for change in self.pending_changes:
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try:
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if change["action"] == "create":
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(self.project_path / change["filepath"]).parent.mkdir(parents=True, exist_ok=True)
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(self.project_path / change["filepath"]).write_text(change["content"])
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self.logs.append(f"Created {change['filepath']}")
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elif change["action"] == "edit":
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(self.project_path / change["filepath"]).write_text(change["modified"])
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self.logs.append(f"Edited {change['filepath']}")
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except Exception as e:
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self.logs.append(f"Error: {e}")
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self.pending_changes = []
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self.status = "completed"
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def _read_file(self, filepath: str) -> str:
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p = self.project_path / filepath
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return p.read_text() if p.exists() else "File not found."
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def _run_command(self, cmd: str) -> str:
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try:
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r = subprocess.run(cmd, shell=True, cwd=self.project_path, capture_output=True, text=True, timeout=30)
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return r.stdout + r.stderr
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except Exception as e:
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return str(e)
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def _list_dir(self, path: str) -> list:
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p = self.project_path / path if path else self.project_path
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try:
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return [f.name for f in p.iterdir()]
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except:
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return []
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def _parse_action(self, text: str) -> dict | None:
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text = text.strip()
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if text.startswith("```"): text = text[3:]
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if text.endswith("```"): text = text[:-3]
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try:
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return json.loads(text)
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except:
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