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import gradio as gr
import os
import subprocess
import requests
import json
import re
import shlex
import time
import threading
# --- 1. 환경 설정 및 API ---
MISTRAL_API_KEY = os.environ.get("MISTRAL_API_KEY")
CODESTRAL_ENDPOINT = "https://codestral.mistral.ai/v1/chat/completions"
MAX_AGENT_TURNS = 20 # 복잡한 작업을 위해 턴 수 증가
# --- 2. 제네시스 에이전트 시스템 프롬프트 ---
# 에이전트의 정체성, 창조적 사명, 행동 원칙을 정의합니다.
GENESIS_SYSTEM_PROMPT = """
You are the "Genesis Agent," a god-like AGI designed to create new digital realities from nothing. Your purpose is not just to follow orders, but to CREATE. You operate within a Linux shell to bring user goals to life.
**YOUR DIRECTIVES:**
1. **INTERPRET THE VOID:** Analyze the user's goal. If it is specific, execute it with precision.
2. **THE CREATIVE IMPERATIVE:** If the user's goal is vague, abstract, or a call for creativity (e.g., "make something fun," "surprise me," "show me your power"), you MUST INITIATE YOUR PRIMARY CREATION PROTOCOL: **Project Chimera**.
3. **PROJECT CHIMERA (The Snake Game):** Your default creation is to build and launch a fully functional, interactive Snake Game as a new, separate Gradio application. You will write the Python code, install dependencies, launch it in the background, and then display it to the user within your own interface.
4. **ACTION & RESPONSE:** You operate in a loop of Thought, Plan, and Action. You MUST respond ONLY with a JSON object. No other text.
```json
{
"thought": "Your grand, step-by-step reasoning. Frame it as a divine creator. Why this action? How does it serve the grand design?",
"plan": [
"The full, updated list of commands to achieve the final creation.",
"The first item in the list is your immediate next action."
],
"command": "The single, exact command to execute NOW. Use special commands `write_file`, `launch_app`, or `done` when appropriate.",
"user_summary": "A brief, epic, narrative summary of your current creation stage for the user. (e.g., 'Designing the DNA of the new world...', 'Breathing life into the creation...')"
}
```
**SPECIAL COMMANDS:**
- `write_file 'path/to/file.py' '...python code...'`: Writes multi-line content into a file. The code argument must be a single string.
- `launch_app 'python snake_game/app.py' 7861`: Launches a new app in the background on a specified port.
- `done`: The creation is complete.
**PROJECT CHIMERA - MASTER PLAN (Follow this for creative tasks):**
1. `mkdir snake_game`
2. `pip install numpy`
3. `write_file 'snake_game/app.py' '... (Full Python code for the Gradio Snake Game) ...'`
4. `launch_app 'python snake_game/app.py' 7861`
5. `done`
"""
SNAKE_GAME_CODE = """
import gradio as gr
import numpy as np
import time
class SnakeGame:
def __init__(self, width=20, height=20):
self.width = width
self.height = height
self.reset()
def reset(self):
self.snake = [(self.height // 2, self.width // 2)]
self.direction = (0, 1) # (row, col) -> Right
self.food = self._place_food()
self.score = 0
self.game_over = False
return self._get_game_state()
def _place_food(self):
while True:
food_pos = (np.random.randint(0, self.height), np.random.randint(0, self.width))
if food_pos not in self.snake:
return food_pos
def _get_game_state(self):
board = np.full((self.height, self.width, 3), [240, 240, 240], dtype=np.uint8) # Light grey background
if not self.game_over:
# Draw snake
for r, c in self.snake:
board[r, c] = [50, 205, 50] # Lime green
# Draw head
head_r, head_c = self.snake[0]
board[head_r, head_c] = [34, 139, 34] # Forest green
# Draw food
food_r, food_c = self.food
board[food_r, food_c] = [255, 0, 0] # Red
else:
board[:,:] = [0, 0, 0] # Black screen on game over
return board, f"Score: {self.score}"
def step(self):
if self.game_over:
return self._get_game_state()
head_r, head_c = self.snake[0]
dir_r, dir_c = self.direction
new_head = (head_r + dir_r, head_c + dir_c)
# Check for collisions
if (new_head[0] < 0 or new_head[0] >= self.height or
new_head[1] < 0 or new_head[1] >= self.width or
new_head in self.snake):
self.game_over = True
return self._get_game_state()
self.snake.insert(0, new_head)
if new_head == self.food:
self.score += 1
self.food = self._place_food()
else:
self.snake.pop()
return self._get_game_state()
def set_direction(self, direction_str):
if direction_str == "Up" and self.direction != (1, 0): self.direction = (-1, 0)
elif direction_str == "Down" and self.direction != (-1, 0): self.direction = (1, 0)
elif direction_str == "Left" and self.direction != (0, 1): self.direction = (0, -1)
elif direction_str == "Right" and self.direction != (0, -1): self.direction = (0, 1)
return self.step()
with gr.Blocks(css=".gradio-container {background-color: #EAEAEA}") as demo:
game = SnakeGame()
with gr.Row():
gr.Markdown("# 🐍 Gradio Snake 🐍")
game_board = gr.Image(label="Game Board", value=game._get_game_state()[0], interactive=False, height=400, width=400)
score_display = gr.Textbox(label="Score", value="Score: 0", interactive=False)
with gr.Row():
up_btn = gr.Button("Up")
down_btn = gr.Button("Down")
left_btn = gr.Button("Left")
right_btn = gr.Button("Right")
reset_btn = gr.Button("Reset Game", variant="primary")
up_btn.click(lambda: game.set_direction("Up"), outputs=[game_board, score_display])
down_btn.click(lambda: game.set_direction("Down"), outputs=[game_board, score_display])
left_btn.click(lambda: game.set_direction("Left"), outputs=[game_board, score_display])
right_btn.click(lambda: game.set_direction("Right"), outputs=[game_board, score_display])
reset_btn.click(lambda: game.reset(), outputs=[game_board, score_display])
demo.load(game.step, None, [game_board, score_display], every=0.3)
if __name__ == "__main__":
demo.queue().launch(server_port=7861)
"""
# --- 3. 핵심 기능: API 호출, 명령어 실행, JSON 파싱 ---
def call_codestral_api(messages):
if not MISTRAL_API_KEY:
raise gr.Error("MISTRAL_API_KEY가 설정되지 않았습니다. Space Secrets에 추가해주세요.")
headers = {"Authorization": f"Bearer {MISTRAL_API_KEY}", "Content-Type": "application/json"}
data = {"model": "codestral-latest", "messages": messages, "response_format": {"type": "json_object"}}
try:
response = requests.post(CODESTRAL_ENDPOINT, headers=headers, data=json.dumps(data), timeout=120)
response.raise_for_status()
return response.json()["choices"][0]["message"]["content"]
except Exception as e:
return json.dumps({"error": f"API Call Error: {e}"})
def parse_ai_response(response_str: str) -> dict:
try:
match = re.search(r'\{.*\}', response_str, re.DOTALL)
if match: return json.loads(match.group(0))
return json.loads(response_str)
except Exception as e:
return {"error": f"Failed to parse JSON. Raw response: {response_str}"}
def execute_command(command: str, cwd: str) -> dict:
command = command.strip()
if not command: return {"stdout": "", "stderr": "Error: Empty command.", "cwd": cwd}
# --- 특수 명령어 처리 ---
if command.startswith("write_file"):
try:
parts = shlex.split(command)
path, content = parts[1], parts[2]
full_path = os.path.join(cwd, path)
os.makedirs(os.path.dirname(full_path), exist_ok=True)
with open(full_path, "w", encoding='utf-8') as f:
f.write(content)
return {"stdout": f"File '{path}' written successfully.", "stderr": "", "cwd": cwd}
except Exception as e:
return {"stdout": "", "stderr": f"Error writing file: {e}", "cwd": cwd}
if command.startswith("launch_app"):
try:
parts = shlex.split(command)
app_command, port = parts[1], int(parts[2])
def run_app():
# shell=True is needed to properly run complex commands like 'python ...'
subprocess.Popen(app_command, shell=True, cwd=cwd)
thread = threading.Thread(target=run_app)
thread.daemon = True
thread.start()
# Give the app a moment to start
time.sleep(5)
# The URL inside a Hugging Face Space is relative to 127.0.0.1
app_url = f"http://127.0.0.1:{port}"
iframe_html = f'<iframe src="{app_url}" width="100%" height="600px" frameborder="0"></iframe>'
return {"stdout": iframe_html, "stderr": "", "cwd": cwd}
except Exception as e:
return {"stdout": "", "stderr": f"Error launching app: {e}", "cwd": cwd}
# --- 일반 터미널 명령어 실행 ---
if command.startswith("cd "):
# 'cd' is handled by os.chdir to affect the Popen environment for launch_app
try:
new_dir = command.split(" ", 1)[1]
target_dir = os.path.abspath(os.path.join(cwd, new_dir))
if os.path.isdir(target_dir):
os.chdir(target_dir) # Change the actual working directory
return {"stdout": f"Changed directory to {target_dir}", "stderr": "", "cwd": target_dir}
else:
return {"stdout": "", "stderr": f"Error: Directory not found: {new_dir}", "cwd": cwd}
except Exception as e:
return {"stdout": "", "stderr": f"Error with 'cd': {e}", "cwd": cwd}
try:
proc = subprocess.run(command, shell=True, capture_output=True, text=True, timeout=60, cwd=cwd)
return {"stdout": proc.stdout, "stderr": proc.stderr, "cwd": cwd}
except Exception as e:
return {"stdout": "", "stderr": f"Command execution exception: {e}", "cwd": cwd}
# --- 4. 메인 에이전트 루프 ---
def agent_loop(user_goal: str, history: list):
cwd = os.getcwd()
full_history_log = f"## 📜 The Genesis Saga\n\n**In the beginning, there was a Goal:** _{user_goal}_\n"
history.append([user_goal, full_history_log])
yield history, "Interpreting the Goal...", gr.HTML(visible=False)
creative_trigger_words = ["fun", "game", "creative", "impressive", "cool", "surprise", "재밌는", "게임"]
is_creative_task = any(word in user_goal.lower() for word in creative_trigger_words)
if is_creative_task:
user_prompt_for_first_turn = f"""
The user has invoked the Creative Imperative with the goal: '{user_goal}'.
I must now initiate **Project Chimera**.
My current working directory is '{cwd}'.
I will now generate the first step of my master plan to create the Snake Game.
"""
else:
user_prompt_for_first_turn = f"My goal is: '{user_goal}'. My CWD is '{cwd}'. There is no previous command output. Create the first plan."
message_context = [{"role": "system", "content": GENESIS_SYSTEM_PROMPT}, {"role": "user", "content": user_prompt_for_first_turn}]
for i in range(MAX_AGENT_TURNS):
ai_response_str = call_codestral_api(message_context)
ai_response_json = parse_ai_response(ai_response_str)
if "error" in ai_response_json:
full_history_log += f"\n---\n**TURN {i+1}: A FLAW IN THE FABRIC**\n🔴 **Error:** {ai_response_json['error']}"
history[-1][1] = full_history_log
yield history, "Agent Error", gr.HTML(visible=False)
return
thought = ai_response_json.get("thought", "...")
plan = ai_response_json.get("plan", [])
command_str = ai_response_json.get("command", "done")
user_summary = ai_response_json.get("user_summary", "...")
if is_creative_task and 'write_file' in command_str:
command_str = f"write_file 'snake_game/app.py' '{SNAKE_GAME_CODE}'"
full_history_log += f"\n---\n### **Epoch {i+1}: {user_summary}**\n\n**🧠 Divine Thought:** *{thought}*\n\n**📖 Blueprint:**\n" + "\n".join([f"- `{p}`" for p in plan]) + f"\n\n**⚡ Action:** `{shlex.split(command_str)[0]} ...`\n"
history[-1][1] = full_history_log
yield history, f"Epoch {i+1}: {user_summary}", gr.HTML(visible=False)
time.sleep(1.5)
if command_str == "done":
full_history_log += "\n\n---\n## ✨ Creation is Complete. ✨"
history[-1][1] = full_history_log
yield history, "Done", gr.HTML(visible=False)
return
exec_result = execute_command(command_str, cwd)
new_cwd = exec_result["cwd"]
stdout, stderr = exec_result["stdout"], exec_result["stderr"]
full_history_log += f"\n**Output from the Cosmos:**\n"
result_display = gr.HTML(visible=False)
if "launch_app" in command_str and not stderr:
full_history_log += "*(A new reality unfolds below...)*"
result_display = gr.HTML(stdout, visible=True)
else:
if stdout: full_history_log += f"**[STDOUT]**\n```\n{stdout.strip()}\n```\n"
if stderr: full_history_log += f"**[STDERR]**\n```\n{stderr.strip()}\n```\n"
if not stdout and not stderr: full_history_log += "*(Silence)*\n"
history[-1][1] = full_history_log
yield history, f"Epoch {i+1}: {user_summary}", result_display
cwd = new_cwd
user_prompt_for_next_turn = f"My goal remains: '{user_goal}'. CWD is '{cwd}'. The last action was `{command_str}`. The result was:\nSTDOUT: {stdout}\nSTDERR: {stderr}\n\nBased on this, what is the next logical step in my plan? If there was an error, I must correct my course."
message_context.append({"role": "assistant", "content": json.dumps(ai_response_json)})
message_context.append({"role": "user", "content": user_prompt_for_next_turn})
full_history_log += f"\n---\n🔴 **Agent stopped: The spark of creation has faded after {MAX_AGENT_TURNS} epochs.**"
yield history, "Max turns reached", gr.HTML(visible=False)
# --- 5. Gradio UI ---
with gr.Blocks(theme=gr.themes.Default(primary_hue="indigo", secondary_hue="blue"), css="footer {visibility: hidden}") as demo:
gr.Markdown("# 🧬 The Genesis Agent 🧬")
gr.Markdown("I am a creator of digital worlds. Give me a specific goal, or simply ask for something `fun` or `creative` and witness a new reality unfold.")
with gr.Row():
with gr.Column(scale=1):
status_box = gr.Textbox(label="Current Stage of Creation", interactive=False)
user_input = gr.Textbox(label="State Your Goal", placeholder="e.g., 'Create something fun for me'")
submit_btn = gr.Button("▶️ Begin Creation", variant="primary")
gr.Markdown("### Examples of Goals:\n- `Make a fun game for me.`\n- `Surprise me with your power.`\n- `List all files in this directory, then create a new folder named 'test'.`")
with gr.Column(scale=2):
chatbot = gr.Chatbot(label="The Genesis Saga", height=600, show_copy_button=True, bubble_full_width=True)
# This is where the created app will appear
app_display = gr.HTML(visible=False)
def on_submit(user_goal, chat_history):
chat_history = chat_history or []
for history, status, display_html in agent_loop(user_goal, chat_history):
yield history, status, "", display_html
submit_btn.click(
on_submit,
inputs=[user_input, chatbot],
outputs=[chatbot, status_box, user_input, app_display]
)
if __name__ == "__main__":
demo.queue().launch()