Spaces:
Sleeping
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Update demo.py
Browse files
demo.py
CHANGED
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@@ -18,13 +18,12 @@ try:
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except ImportError:
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E2B_AVAILABLE = False
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# Import for Web Search
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try:
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from ddgs import DDGS
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SEARCH_AVAILABLE = True
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except ImportError:
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SEARCH_AVAILABLE = False
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print("⚠️ 'duckduckgo-search' not found. Install it via: pip install ddgs")
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# Setup logging
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logging.basicConfig(level=logging.INFO)
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@@ -35,27 +34,66 @@ logger = logging.getLogger("FyodorIDE")
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MINIMAX_API_KEY = os.getenv("MINIMAX_API_KEY")
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E2B_API_KEY = os.getenv("E2B_API_KEY")
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# Client Configuration
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API_CONFIG = {
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"api_key": MINIMAX_API_KEY if MINIMAX_API_KEY else "dummy-key",
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"base_url": "https://api.minimax.io/v1",
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}
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MODEL_ID = "MiniMax-M2"
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#
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# ==================== TOOL: E2B SANDBOX ====================
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def execute_code_e2b(
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if not E2B_AVAILABLE or not E2B_API_KEY:
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return "❌ Error: E2B API Key missing. Cannot execute code."
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try:
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# Create a fully isolated sandbox with NO internet access
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with Sandbox.create(allow_internet_access=False) as sandbox:
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output_parts = []
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if execution.logs.stdout:
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@@ -73,258 +111,76 @@ def execute_code_e2b(code_block):
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except Exception as e:
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return f"❌ Sandbox Error: {str(e)}"
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# ====================
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def export_script(code):
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"""Saves the current code to a temporary .py file for download."""
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if not code.strip():
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return None
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try:
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with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.py', prefix='fyodor_script_') as f:
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f.write(code)
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return f.name
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except Exception as e:
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logger.error(f"Export failed: {e}")
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return None
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def
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""
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#
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# DO NOT use legacy list of lists format: chatbot + [[msg1, msg2]]
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return history
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# ==================== ROBUST WEB SEARCH (DuckDuckGo) ====================
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def search_web(query, max_results=6):
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"""
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"""
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return json.dumps({"error": "`duckduckgo-search` library not installed"})
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logger.info(f"🔍 Searching Web for: {query}")
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try:
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results = []
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# DDGS() is the context manager for DuckDuckGo Search
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with DDGS() as ddgs:
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# .text() performs a standard text search
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ddg_results = list(ddgs.text(query, max_results=max_results))
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if not ddg_results:
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return json.dumps({"status": "no_results", "query": query})
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for idx, r in enumerate(ddg_results, 1):
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results.append({
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"position": idx,
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"title": r.get('title', 'No Title'),
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"url": r.get('href', '#'),
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"snippet": r.get('body', 'No description available')
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})
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# Return strictly JSON
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return json.dumps(results, indent=2)
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except Exception as e:
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logger.error(f"Search failed: {e}")
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return json.dumps({"error": "Search Failed", "details": str(e)})
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# ==================== MINI AGENT (CHAT + SEARCH) ====================
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def mini_agent_chat(message, history):
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"""Lightweight chat agent with robust Web Search"""
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if not message.strip():
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yield history
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return
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if not isinstance(history, list):
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history = []
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history.append({"role": "user", "content": message})
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yield history
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try:
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client = OpenAI(**API_CONFIG)
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# Detect if search is needed
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search_keywords = [
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"latest", "current", "recent", "today", "news", "who is", "search",
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"find", "lookup", "google", "weather", "price", "review", "meaning",
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"location", "what happened", "how to", "top", "best"
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]
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needs_search = any(keyword in message.lower() for keyword in search_keywords)
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# Build messages
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messages = [
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{"role": "system", "content": "You are a helpful assistant with web access. Be concise. Mention when searching."}
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]
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messages.extend(history[-6:])
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# Stream response
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response = client.chat.completions.create(
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model=MODEL_ID,
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messages=messages,
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temperature=0.7,
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max_tokens=4000,
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stream=True
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)
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full_response = ""
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history.append({"role": "assistant", "content": ""})
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for chunk in response:
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if chunk.choices and chunk.choices[0].delta:
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delta_content = chunk.choices[0].delta.content
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if delta_content:
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full_response += delta_content
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clean_response = re.sub(r"<think>.*?</think>", "", full_response, flags=re.DOTALL).strip()
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history[-1]["content"] = clean_response
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yield history
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# Perform search if needed
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if needs_search:
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history[-1]["content"] += "\n\n🔍 *Searching Web...*"
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yield history
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# Use the new robust search function
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search_results = search_web(message)
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# Display as JSON code block
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history[-1]["content"] = full_response + f"\n\n---\n```json\n{search_results}\n```"
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yield history
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except Exception as e:
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if history and history[-1]["role"] == "assistant":
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history[-1]["content"] = f"❌ Error: {str(e)}"
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else:
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history.append({"role": "assistant", "content": f"❌ Error: {str(e)}"})
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yield history
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# ==================== SYSTEM PROMPT ====================
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SYSTEM_PROMPT = """
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You are the intelligent engine behind Fyodor IDE.
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You are running in a FULLY ISOLATED E2B Sandbox with ZERO internet access.
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### CRITICAL SECURITY NOTICE
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🔒 This sandbox has NO internet connectivity. All network requests are blocked.
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- Cannot access external APIs (OpenAI, HuggingFace, etc.)
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- Cannot download files from the web
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- Cannot make HTTP/HTTPS requests
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- Cannot use pip install (packages must be pre-installed)
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### MISSION
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- Write Python code to solve user tasks USING ONLY LOCAL RESOURCES.
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- Execute the code to verify results or generate visualizations.
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- Accept user feedback to iteratively improve the code.
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### COMMANDS
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1. **CODE:**
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- Use this to write and execute Python code.
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- Format:
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CODE:
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```python
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# code here
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```
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2. **ANSWER:**
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- Use this for explanations or confirming completion.
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### RULES
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- **Fully Isolated**: This sandbox is COMPLETELY OFFLINE. Do NOT attempt any network operations.
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- **Pre-installed Libraries Only**: Use standard libraries (numpy, matplotlib, pandas, etc.) that are already installed.
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- **Visualization**: Use `matplotlib.pyplot` for plots. Always call `plt.show()`.
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- **Self-Correction**: If the user gives feedback (e.g., "Change color to red"), rewrite the code with the fix.
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"""
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# ==================== AGENT LOGIC ====================
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def parse_command(text):
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clean_text = re.sub(r"<think>.*?</think>", "", text, flags=re.DOTALL).strip()
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if "```python" in clean_text:
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pattern = r"```python\n(.*?)```"
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matches = re.findall(pattern, clean_text, re.DOTALL)
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"start_time": time.time(),
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"active": True
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}
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def check_session_status(session_data):
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"""Real-time timer callback with auto-renewal."""
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if session_data is None:
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session_data = init_session()
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return "🟢 Active - 15:00", session_data
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elapsed = time.time() - session_data["start_time"]
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remaining = max(0, SESSION_TIMEOUT_SEC - elapsed)
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if remaining == 0:
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logger.info("🔄 Session expired - Auto-renewing...")
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session_data = init_session()
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return "🟢 Active - 15:00 (Auto-renewed)", session_data
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return f"🟢 Active - {minutes}:{seconds:02d}", session_data
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def process_query(user_input, session_data, current_code):
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"""Main Interaction Loop with Auto-Renewal Session Management"""
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if session_data is None:
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session_data = init_session()
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elapsed = time.time() - session_data["start_time"]
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if elapsed >= SESSION_TIMEOUT_SEC:
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logger.info("🔄 Session expired during query - Auto-renewing...")
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session_data = init_session()
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history = session_data["history"]
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if not user_input:
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yield history,
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return
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history.append({"role": "user", "content": user_input})
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history.append({"role": "assistant", "content": "🧠 *Fyodor is thinking...*"})
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yield history,
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if msg['role'] == 'user':
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messages.append({"role": "user", "content": msg['content']})
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elif msg['role'] == 'assistant':
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try:
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client = OpenAI(**API_CONFIG)
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response = client.chat.completions.create(
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model=MODEL_ID,
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messages=messages,
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temperature=0.1,
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max_tokens=16000,
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stream=True
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)
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full_response = ""
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for chunk in response:
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if
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clean_display = re.sub(r"<think>.*?</think>", "", full_response, flags=re.DOTALL)
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history[-1]['content'] = clean_display
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yield history,
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history[-1]['content'] += f"\n\n---\n{exec_res}"
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yield history, current_code, session_data
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except Exception as e:
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history[-1]['content'] += f"\n\n❌ Error: {str(e)}"
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# ==================== UI ====================
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WINDOWS_TERMINAL_CSS = """
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/* Windows Terminal Theme - Campbell Dark */
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:root {
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background-color: #1a1a1a !important;
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border: 1px solid var(--wt-border) !important;
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border-radius: 6px !important;
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padding: 1px !important;
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}
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.cm-scroller {
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letter-spacing: 0.5px;
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/*
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.timer-box {
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background: linear-gradient(135deg, #1a1a1a 0%, #0a0a0a 100%) !important;
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border: 1px solid var(--wt-border) !important;
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border-radius: 6px !important;
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padding: 0px !important;
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box-shadow: inset 0 0 10px rgba(0,0,0,0.5);
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}
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box-shadow: none !important;
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}
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}
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::-webkit-scrollbar-track {
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background: var(--wt-bg);
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}
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::-webkit-scrollbar-thumb {
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background: var(--wt-bright-black);
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border-radius: 6px;
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border: 2px solid var(--wt-bg);
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}
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::-webkit-scrollbar-thumb:hover {
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background: var(--wt-cyan);
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}
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@media (max-width: 768px) {
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.responsive-row {
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flex-direction: column !important;
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display: flex !important;
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-
}
|
| 613 |
-
.responsive-row > * {
|
| 614 |
-
width: 100% !important;
|
| 615 |
-
min-width: 100% !important;
|
| 616 |
-
margin-bottom: 20px;
|
| 617 |
-
}
|
| 618 |
-
.gradio-container {
|
| 619 |
-
padding: 10px !important;
|
| 620 |
-
}
|
| 621 |
-
.chatbot {
|
| 622 |
-
height: 500px !important;
|
| 623 |
-
}
|
| 624 |
-
}
|
| 625 |
-
|
| 626 |
-
.mini-chat .message.user {
|
| 627 |
-
background: linear-gradient(135deg, #881798 0%, #C50F1F 100%) !important;
|
| 628 |
-
}
|
| 629 |
-
|
| 630 |
-
.mini-chat .message.bot {
|
| 631 |
-
background-color: #0a0a0a !important;
|
| 632 |
-
border: 1px solid #444 !important;
|
| 633 |
-
}
|
| 634 |
-
|
| 635 |
-
.accordion {
|
| 636 |
-
background-color: #1a1a1a !important;
|
| 637 |
-
border: 1px solid var(--wt-border) !important;
|
| 638 |
-
border-radius: 8px !important;
|
| 639 |
-
margin: 8px 0 !important;
|
| 640 |
-
}
|
| 641 |
-
|
| 642 |
-
.success-text {
|
| 643 |
-
color: var(--wt-green) !important;
|
| 644 |
-
}
|
| 645 |
|
| 646 |
-
|
| 647 |
-
|
| 648 |
-
}
|
| 649 |
-
|
| 650 |
-
|
| 651 |
-
color: var(--wt-yellow) !important;
|
| 652 |
-
}
|
| 653 |
"""
|
| 654 |
|
| 655 |
def run_app():
|
| 656 |
-
with gr.Blocks(title="
|
| 657 |
-
|
| 658 |
-
|
| 659 |
-
|
| 660 |
-
|
| 661 |
-
|
| 662 |
-
|
| 663 |
-
gr.
|
| 664 |
-
|
| 665 |
-
|
| 666 |
-
"🔒 **Main Agent:** Fully isolated sandbox | 🔍 **Mini Agent:** DuckDuckGo Web Search\n\n"
|
| 667 |
-
"⚡ Auto-reset: **15 minutes**"
|
| 668 |
-
)
|
| 669 |
|
|
|
|
| 670 |
with gr.Row(elem_classes="responsive-row"):
|
| 671 |
-
# LEFT
|
| 672 |
with gr.Column(scale=1):
|
| 673 |
-
|
| 674 |
-
|
| 675 |
-
|
| 676 |
-
|
| 677 |
-
|
| 678 |
-
interactive=False,
|
| 679 |
-
elem_classes="timer-box",
|
| 680 |
-
container=True
|
| 681 |
-
)
|
| 682 |
-
|
| 683 |
-
chatbot = gr.Chatbot(
|
| 684 |
-
label="💬 Fyodor Terminal",
|
| 685 |
-
height=600,
|
| 686 |
-
# Removed 'type' argument as previously discussed
|
| 687 |
-
render_markdown=True,
|
| 688 |
-
elem_classes="chatbot"
|
| 689 |
)
|
| 690 |
-
|
| 691 |
-
|
| 692 |
-
|
| 693 |
-
|
| 694 |
-
|
| 695 |
-
|
| 696 |
-
show_label=False
|
| 697 |
-
)
|
| 698 |
-
run_btn = gr.Button("⚡ EXECUTE", variant="primary", scale=1)
|
| 699 |
-
|
| 700 |
-
# MIDDLE COLUMN
|
| 701 |
with gr.Column(scale=1):
|
| 702 |
-
|
| 703 |
-
|
| 704 |
-
|
| 705 |
-
|
| 706 |
-
|
| 707 |
-
lines=28,
|
| 708 |
-
interactive=True,
|
| 709 |
-
show_label=False
|
| 710 |
-
)
|
| 711 |
-
|
| 712 |
-
with gr.Row():
|
| 713 |
-
run_mod_btn = gr.Button("▶️ Run Modified", variant="secondary", scale=1)
|
| 714 |
-
export_btn = gr.DownloadButton("⬇️ Export", variant="secondary", scale=1)
|
| 715 |
-
|
| 716 |
-
# RIGHT COLUMN
|
| 717 |
-
with gr.Column(scale=0.6, min_width=300):
|
| 718 |
-
with gr.Accordion("🤖 Mini Agent (Web Search)", open=False):
|
| 719 |
-
gr.Markdown("*Robust DuckDuckGo Search*")
|
| 720 |
-
|
| 721 |
-
mini_chatbot = gr.Chatbot(
|
| 722 |
-
label="",
|
| 723 |
-
height=400,
|
| 724 |
-
render_markdown=True,
|
| 725 |
-
show_label=False,
|
| 726 |
-
elem_classes="mini-chat"
|
| 727 |
-
)
|
| 728 |
-
|
| 729 |
-
with gr.Row():
|
| 730 |
-
mini_input = gr.Textbox(
|
| 731 |
-
placeholder="Ask or search anything...",
|
| 732 |
-
scale=4,
|
| 733 |
-
show_label=False,
|
| 734 |
-
container=False
|
| 735 |
-
)
|
| 736 |
-
mini_send = gr.Button("🔍", variant="secondary", scale=1)
|
| 737 |
-
|
| 738 |
-
mini_clear = gr.Button("🗑️ Clear", variant="secondary", size="sm")
|
| 739 |
|
| 740 |
-
|
| 741 |
-
|
| 742 |
-
|
| 743 |
-
|
| 744 |
-
|
| 745 |
-
|
| 746 |
-
|
| 747 |
-
|
| 748 |
-
|
| 749 |
-
|
| 750 |
-
|
| 751 |
-
|
| 752 |
-
|
| 753 |
-
|
| 754 |
-
|
| 755 |
-
|
| 756 |
-
**How It Works:**
|
| 757 |
-
1. User asks question
|
| 758 |
-
2. Agent detects search intent
|
| 759 |
-
3. DuckDuckGo API returns clean JSON
|
| 760 |
-
4. Results are formatted and displayed
|
| 761 |
-
""")
|
| 762 |
-
|
| 763 |
-
# State Management
|
| 764 |
-
session_state = gr.State(init_session())
|
| 765 |
-
current_code_state = gr.State("")
|
| 766 |
|
| 767 |
-
#
|
| 768 |
-
def update_timer(session_data):
|
| 769 |
-
if session_data is None:
|
| 770 |
-
session_data = init_session()
|
| 771 |
-
return "⏱️ SESSION: Active - 15:00", session_data
|
| 772 |
-
|
| 773 |
-
elapsed = time.time() - session_data["start_time"]
|
| 774 |
-
remaining = max(0, SESSION_TIMEOUT_SEC - elapsed)
|
| 775 |
-
|
| 776 |
-
if remaining == 0:
|
| 777 |
-
session_data = init_session()
|
| 778 |
-
return "⏱️ SESSION: Active - 15:00 (Renewed)", session_data
|
| 779 |
-
|
| 780 |
-
minutes = int(remaining // 60)
|
| 781 |
-
seconds = int(remaining % 60)
|
| 782 |
-
return f"⏱️ SESSION: Active - {minutes}:{seconds:02d}", session_data
|
| 783 |
-
|
| 784 |
-
# Timer
|
| 785 |
-
timer = gr.Timer(1)
|
| 786 |
-
timer.tick(update_timer, inputs=[session_state], outputs=[timer_display, session_state])
|
| 787 |
-
|
| 788 |
-
# Main Chat
|
| 789 |
msg_input.submit(
|
| 790 |
process_query,
|
| 791 |
-
[msg_input, session_state,
|
| 792 |
-
[chatbot,
|
| 793 |
-
)
|
| 794 |
-
|
| 795 |
run_btn.click(
|
| 796 |
process_query,
|
| 797 |
-
[msg_input, session_state,
|
| 798 |
-
[chatbot,
|
| 799 |
-
)
|
| 800 |
-
|
| 801 |
-
#
|
| 802 |
-
|
| 803 |
-
|
| 804 |
-
|
| 805 |
-
|
|
|
|
|
|
|
| 806 |
)
|
| 807 |
|
| 808 |
-
|
| 809 |
-
|
| 810 |
-
|
| 811 |
-
|
| 812 |
)
|
| 813 |
|
| 814 |
-
|
| 815 |
-
|
| 816 |
-
|
| 817 |
-
[
|
| 818 |
-
|
| 819 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 820 |
|
| 821 |
-
|
| 822 |
-
|
| 823 |
-
[
|
| 824 |
-
[
|
| 825 |
-
)
|
| 826 |
|
| 827 |
-
|
| 828 |
-
|
| 829 |
-
|
| 830 |
-
[
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 831 |
)
|
| 832 |
|
| 833 |
return demo
|
| 834 |
|
| 835 |
if __name__ == "__main__":
|
| 836 |
-
|
| 837 |
-
|
| 838 |
-
run_app().queue().launch(
|
| 839 |
-
server_name="0.0.0.0",
|
| 840 |
-
server_port=7860,
|
| 841 |
-
css=WINDOWS_TERMINAL_CSS,
|
| 842 |
-
head=MOBILE_HEAD
|
| 843 |
-
)
|
|
|
|
| 18 |
except ImportError:
|
| 19 |
E2B_AVAILABLE = False
|
| 20 |
|
| 21 |
+
# Import for Web Search
|
| 22 |
try:
|
| 23 |
from ddgs import DDGS
|
| 24 |
SEARCH_AVAILABLE = True
|
| 25 |
except ImportError:
|
| 26 |
SEARCH_AVAILABLE = False
|
|
|
|
| 27 |
|
| 28 |
# Setup logging
|
| 29 |
logging.basicConfig(level=logging.INFO)
|
|
|
|
| 34 |
MINIMAX_API_KEY = os.getenv("MINIMAX_API_KEY")
|
| 35 |
E2B_API_KEY = os.getenv("E2B_API_KEY")
|
| 36 |
|
|
|
|
| 37 |
API_CONFIG = {
|
| 38 |
"api_key": MINIMAX_API_KEY if MINIMAX_API_KEY else "dummy-key",
|
| 39 |
"base_url": "https://api.minimax.io/v1",
|
| 40 |
}
|
| 41 |
MODEL_ID = "MiniMax-M2"
|
| 42 |
+
SESSION_TIMEOUT_SEC = 15 * 60
|
| 43 |
|
| 44 |
+
# ==================== HELPER FUNCTIONS ====================
|
| 45 |
+
|
| 46 |
+
def clean_thought_process(text):
|
| 47 |
+
"""Removes the <think>...</think> blocks from the text to prevent leaks."""
|
| 48 |
+
return re.sub(r"<think>.*?</think>", "", text, flags=re.DOTALL).strip()
|
| 49 |
+
|
| 50 |
+
def export_script(code):
|
| 51 |
+
if not code.strip(): return None
|
| 52 |
+
try:
|
| 53 |
+
with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.py', prefix='fyodor_script_') as f:
|
| 54 |
+
f.write(code)
|
| 55 |
+
return f.name
|
| 56 |
+
except Exception as e:
|
| 57 |
+
return None
|
| 58 |
+
|
| 59 |
+
def robust_search(query):
|
| 60 |
+
if not SEARCH_AVAILABLE: return json.dumps({"error": "Missing duckduckgo-search"})
|
| 61 |
+
try:
|
| 62 |
+
results = []
|
| 63 |
+
with DDGS() as ddgs:
|
| 64 |
+
for idx, r in enumerate(list(ddgs.text(query, max_results=5)), 1):
|
| 65 |
+
results.append({
|
| 66 |
+
"title": r.get('title'),
|
| 67 |
+
"link": r.get('href'),
|
| 68 |
+
"snippet": r.get('body')
|
| 69 |
+
})
|
| 70 |
+
return json.dumps(results, indent=2)
|
| 71 |
+
except Exception as e:
|
| 72 |
+
return json.dumps({"error": str(e)})
|
| 73 |
|
| 74 |
+
# ==================== TOOL: E2B SANDBOX (MULTI-FILE) ====================
|
| 75 |
|
| 76 |
+
def execute_code_e2b(project_state):
|
| 77 |
+
"""
|
| 78 |
+
Writes ALL files in the project to the sandbox, then runs main.py.
|
| 79 |
+
"""
|
| 80 |
if not E2B_AVAILABLE or not E2B_API_KEY:
|
| 81 |
return "❌ Error: E2B API Key missing. Cannot execute code."
|
| 82 |
|
| 83 |
+
code_to_run = project_state.get("main.py", "")
|
| 84 |
+
if not code_to_run.strip():
|
| 85 |
+
return "⚠️ 'main.py' is empty. Nothing to run."
|
| 86 |
+
|
| 87 |
+
logger.info("⚡ Executing in E2B Sandbox (Multi-File)...")
|
| 88 |
try:
|
|
|
|
| 89 |
with Sandbox.create(allow_internet_access=False) as sandbox:
|
| 90 |
+
# 1. Write all auxiliary files to the sandbox filesystem
|
| 91 |
+
for filename, content in project_state.items():
|
| 92 |
+
if filename != "main.py":
|
| 93 |
+
sandbox.files.write(filename, content)
|
| 94 |
+
|
| 95 |
+
# 2. Run main.py
|
| 96 |
+
execution = sandbox.run_code(code_to_run)
|
| 97 |
|
| 98 |
output_parts = []
|
| 99 |
if execution.logs.stdout:
|
|
|
|
| 111 |
except Exception as e:
|
| 112 |
return f"❌ Sandbox Error: {str(e)}"
|
| 113 |
|
| 114 |
+
# ==================== CORE LOGIC ====================
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 115 |
|
| 116 |
+
def init_session():
|
| 117 |
+
return {"history": [], "start_time": time.time(), "active": True}
|
| 118 |
+
|
| 119 |
+
def get_system_prompt(mode):
|
| 120 |
+
base_prompt = """
|
| 121 |
+
You are Fyodor, an advanced AI-Native IDE engine.
|
| 122 |
+
You are running in a FULLY ISOLATED E2B Sandbox (No Internet).
|
| 123 |
+
You have access to a Multi-File Project environment.
|
| 124 |
+
|
| 125 |
+
FILESYSTEM RULES:
|
| 126 |
+
- The main entry point is always 'main.py'.
|
| 127 |
+
- You can create helper modules (e.g., 'utils.py', 'data_loader.py') and import them in 'main.py'.
|
| 128 |
+
- When providing code, specify the filename if strictly necessary, but default to 'main.py'.
|
| 129 |
+
|
| 130 |
+
COMMANDS:
|
| 131 |
+
- CODE: Use ```python ... ``` blocks.
|
| 132 |
+
- ANSWER: Plain text explanations.
|
| 133 |
+
"""
|
| 134 |
+
if mode == "Data Mode":
|
| 135 |
+
return base_prompt + "\n\nMODE: DATA ANALYSIS\n- Focus on pandas, numpy, and statistical insights.\n- Prefer tabular outputs and data cleaning suggestions.\n- Assume data files might need generation or simulation."
|
| 136 |
+
elif mode == "Visualization Mode":
|
| 137 |
+
return base_prompt + "\n\nMODE: VISUALIZATION\n- Focus on matplotlib/seaborn.\n- Create visually striking plots.\n- Always ensure `plt.show()` is called.\n- Use dark backgrounds to match the IDE theme."
|
| 138 |
+
else: # Code Mode
|
| 139 |
+
return base_prompt + "\n\nMODE: GENERAL CODING\n- Focus on clean, modular, and efficient Python code.\n- Suggest refactoring where appropriate."
|
| 140 |
+
|
| 141 |
+
def parse_code_update(text, current_project, active_file):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 142 |
"""
|
| 143 |
+
Parses LLM output for code blocks.
|
| 144 |
+
Updates the ACTIVE file with the last code block found.
|
| 145 |
"""
|
| 146 |
+
clean_text = clean_thought_process(text)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
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|
|
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|
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|
|
|
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|
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|
|
|
|
|
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|
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|
|
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|
|
|
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|
|
|
|
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|
|
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|
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|
|
|
|
|
| 147 |
if "```python" in clean_text:
|
| 148 |
pattern = r"```python\n(.*?)```"
|
| 149 |
matches = re.findall(pattern, clean_text, re.DOTALL)
|
| 150 |
+
if matches:
|
| 151 |
+
new_code = matches[-1]
|
| 152 |
+
current_project[active_file] = new_code
|
| 153 |
+
return new_code, current_project
|
| 154 |
+
return None, current_project
|
| 155 |
+
|
| 156 |
+
def process_query(user_input, session_data, project_state, active_file, mode):
|
| 157 |
+
if session_data is None: session_data = init_session()
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|
| 158 |
|
| 159 |
+
# Auto-renewal check
|
| 160 |
+
if time.time() - session_data["start_time"] > SESSION_TIMEOUT_SEC:
|
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|
| 161 |
session_data = init_session()
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|
| 162 |
|
| 163 |
+
history = session_data["history"]
|
| 164 |
if not user_input:
|
| 165 |
+
yield history, project_state, project_state[active_file], session_data
|
| 166 |
return
|
| 167 |
|
| 168 |
history.append({"role": "user", "content": user_input})
|
| 169 |
+
history.append({"role": "assistant", "content": f"🧠 *Fyodor is thinking in {mode}...*"})
|
| 170 |
+
yield history, project_state, project_state[active_file], session_data
|
| 171 |
|
| 172 |
+
# Context Construction
|
| 173 |
+
sys_prompt = get_system_prompt(mode)
|
| 174 |
+
messages = [{"role": "system", "content": sys_prompt}]
|
| 175 |
|
| 176 |
+
# Inject Project Context
|
| 177 |
+
project_context = "CURRENT PROJECT FILES:\n"
|
| 178 |
+
for fname, content in project_state.items():
|
| 179 |
+
project_context += f"--- {fname} ---\n{content}\n"
|
| 180 |
+
messages.append({"role": "system", "content": project_context})
|
| 181 |
+
|
| 182 |
+
# Chat History
|
| 183 |
+
for msg in history[:-2][-8:]:
|
| 184 |
if msg['role'] == 'user':
|
| 185 |
messages.append({"role": "user", "content": msg['content']})
|
| 186 |
elif msg['role'] == 'assistant':
|
|
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|
| 192 |
try:
|
| 193 |
client = OpenAI(**API_CONFIG)
|
| 194 |
response = client.chat.completions.create(
|
| 195 |
+
model=MODEL_ID, messages=messages, temperature=0.1, stream=True
|
|
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|
| 196 |
)
|
| 197 |
|
| 198 |
full_response = ""
|
|
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|
| 199 |
for chunk in response:
|
| 200 |
+
if chunk.choices and chunk.choices[0].delta.content:
|
| 201 |
+
full_response += chunk.choices[0].delta.content
|
| 202 |
+
# Apply filter in real-time
|
| 203 |
+
clean_display = clean_thought_process(full_response)
|
|
|
|
| 204 |
history[-1]['content'] = clean_display
|
| 205 |
+
yield history, project_state, project_state[active_file], session_data
|
| 206 |
|
| 207 |
+
# Parse and Update Code
|
| 208 |
+
new_code, updated_project = parse_code_update(full_response, project_state, active_file)
|
| 209 |
+
|
| 210 |
+
if new_code:
|
| 211 |
+
history[-1]['content'] += f"\n\n📝 *Updated {active_file}*"
|
| 212 |
+
yield history, updated_project, updated_project[active_file], session_data
|
| 213 |
|
| 214 |
+
# Execution (If Code Mode or Vis Mode, or if explicitly asked)
|
| 215 |
+
# For safety, we execute mainly on specific triggers, but here we run for feedback
|
| 216 |
+
history[-1]['content'] += "\n\n⏳ *Running Project...*"
|
| 217 |
+
exec_result = execute_code_e2b(updated_project)
|
| 218 |
+
history[-1]['content'] += f"\n\n---\n{exec_result}"
|
| 219 |
+
yield history, updated_project, updated_project[active_file], session_data
|
|
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|
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|
|
| 220 |
|
| 221 |
except Exception as e:
|
| 222 |
history[-1]['content'] += f"\n\n❌ Error: {str(e)}"
|
| 223 |
+
yield history, project_state, project_state[active_file], session_data
|
| 224 |
+
|
| 225 |
+
# ==================== NEW FEATURES LOGIC ====================
|
| 226 |
+
|
| 227 |
+
def run_code_review(code, session_data):
|
| 228 |
+
"""Dedicated Code Review Agent with Thought Filtering"""
|
| 229 |
+
if not code.strip(): return session_data["history"]
|
| 230 |
+
|
| 231 |
+
history = session_data["history"]
|
| 232 |
+
history.append({"role": "user", "content": "🕵️ **Requesting Code Review**"})
|
| 233 |
+
history.append({"role": "assistant", "content": "🤔 *Reviewing...*"})
|
| 234 |
+
|
| 235 |
+
messages = [
|
| 236 |
+
{"role": "system", "content": "You are a Senior Python Architect. Review the following code for: Security, Efficiency, Style (PEP8), and Potential Bugs. Be critical but constructive."},
|
| 237 |
+
{"role": "user", "content": code}
|
| 238 |
+
]
|
| 239 |
+
|
| 240 |
+
try:
|
| 241 |
+
client = OpenAI(**API_CONFIG)
|
| 242 |
+
response = client.chat.completions.create(model=MODEL_ID, messages=messages)
|
| 243 |
+
review = response.choices[0].message.content
|
| 244 |
+
|
| 245 |
+
# FIX: Apply the filter here!
|
| 246 |
+
clean_review = clean_thought_process(review)
|
| 247 |
+
|
| 248 |
+
history[-1]["content"] = f"### 🕵️ Code Review Report\n\n{clean_review}"
|
| 249 |
+
except Exception as e:
|
| 250 |
+
history[-1]["content"] = f"❌ Review Failed: {e}"
|
| 251 |
+
|
| 252 |
+
return history
|
| 253 |
+
|
| 254 |
+
def update_active_file(selected_file, project_data):
|
| 255 |
+
return project_data.get(selected_file, "")
|
| 256 |
+
|
| 257 |
+
def save_file_change(new_content, selected_file, project_data):
|
| 258 |
+
project_data[selected_file] = new_content
|
| 259 |
+
return project_data
|
| 260 |
+
|
| 261 |
+
def create_new_file(new_name, project_data):
|
| 262 |
+
if not new_name: return gr.update(choices=list(project_data.keys())), project_data, ""
|
| 263 |
+
if new_name in project_data: return gr.update(choices=list(project_data.keys())), project_data, "⚠️ File exists"
|
| 264 |
+
|
| 265 |
+
project_data[new_name] = "# New file"
|
| 266 |
+
return gr.update(choices=list(project_data.keys()), value=new_name), project_data, ""
|
| 267 |
|
| 268 |
# ==================== UI ====================
|
| 269 |
|
| 270 |
+
# FULL WINDOWS TERMINAL CSS
|
| 271 |
WINDOWS_TERMINAL_CSS = """
|
| 272 |
/* Windows Terminal Theme - Campbell Dark */
|
| 273 |
:root {
|
|
|
|
| 396 |
background-color: #1a1a1a !important;
|
| 397 |
border: 1px solid var(--wt-border) !important;
|
| 398 |
border-radius: 6px !important;
|
| 399 |
+
padding: 1px !important;
|
| 400 |
}
|
| 401 |
|
| 402 |
.cm-scroller {
|
|
|
|
| 458 |
letter-spacing: 0.5px;
|
| 459 |
}
|
| 460 |
|
| 461 |
+
/* SESSION STATUS BAR */
|
| 462 |
.timer-box {
|
| 463 |
background: linear-gradient(135deg, #1a1a1a 0%, #0a0a0a 100%) !important;
|
| 464 |
border: 1px solid var(--wt-border) !important;
|
| 465 |
border-radius: 6px !important;
|
| 466 |
+
padding: 0px !important;
|
| 467 |
box-shadow: inset 0 0 10px rgba(0,0,0,0.5);
|
| 468 |
}
|
| 469 |
|
|
|
|
| 481 |
box-shadow: none !important;
|
| 482 |
}
|
| 483 |
|
| 484 |
+
/* Radio Button Styles */
|
| 485 |
+
.mode-radio { background: transparent !important; border: none !important; }
|
| 486 |
+
.mode-radio label { background: #1a1a1a !important; border: 1px solid #333 !important; margin-right: 10px; padding: 5px 15px; border-radius: 4px; cursor: pointer; color: var(--wt-fg); }
|
| 487 |
+
.mode-radio label.selected { background: var(--wt-cyan) !important; color: black !important; border-color: var(--wt-cyan) !important; }
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 488 |
|
| 489 |
+
/* Scrollbars */
|
| 490 |
+
::-webkit-scrollbar { width: 12px; height: 12px; }
|
| 491 |
+
::-webkit-scrollbar-track { background: var(--wt-bg); }
|
| 492 |
+
::-webkit-scrollbar-thumb { background: var(--wt-bright-black); border-radius: 6px; border: 2px solid var(--wt-bg); }
|
| 493 |
+
::-webkit-scrollbar-thumb:hover { background: var(--wt-cyan); }
|
|
|
|
|
|
|
| 494 |
"""
|
| 495 |
|
| 496 |
def run_app():
|
| 497 |
+
with gr.Blocks(title="Fyodor IDE | Pro") as demo:
|
| 498 |
+
# STATE
|
| 499 |
+
session_state = gr.State(init_session())
|
| 500 |
+
project_state = gr.State({"main.py": "import numpy as np\nprint('Hello Fyodor Pro!')"})
|
| 501 |
+
active_file_state = gr.State("main.py")
|
| 502 |
+
|
| 503 |
+
# HEADER
|
| 504 |
+
with gr.Row():
|
| 505 |
+
gr.Markdown("# 🛡️ Fyodor IDE | Pro")
|
| 506 |
+
timer_display = gr.Textbox(value="⏱️ SESSION: Active", show_label=False, interactive=False, elem_classes="timer-box", container=True)
|
|
|
|
|
|
|
|
|
|
| 507 |
|
| 508 |
+
# MAIN LAYOUT
|
| 509 |
with gr.Row(elem_classes="responsive-row"):
|
| 510 |
+
# LEFT: CHAT
|
| 511 |
with gr.Column(scale=1):
|
| 512 |
+
mode_radio = gr.Radio(
|
| 513 |
+
choices=["Code Mode", "Data Mode", "Visualization Mode"],
|
| 514 |
+
value="Code Mode",
|
| 515 |
+
label="IDE Mode",
|
| 516 |
+
elem_classes="mode-radio"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 517 |
)
|
| 518 |
+
# Removed 'type="messages"' to fix Gradio TypeError
|
| 519 |
+
chatbot = gr.Chatbot(label="Fyodor Terminal", height=500, render_markdown=True, elem_classes="chatbot")
|
| 520 |
+
msg_input = gr.Textbox(placeholder="Instruction...", show_label=False)
|
| 521 |
+
run_btn = gr.Button("⚡ EXECUTE", variant="primary")
|
| 522 |
+
|
| 523 |
+
# MIDDLE: EDITOR & TOOLS
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 524 |
with gr.Column(scale=1):
|
| 525 |
+
# File Manager Panel
|
| 526 |
+
with gr.Row():
|
| 527 |
+
file_dropdown = gr.Dropdown(choices=["main.py"], value="main.py", label="Active File", scale=2)
|
| 528 |
+
new_file_txt = gr.Textbox(placeholder="new_file.py", show_label=False, scale=1)
|
| 529 |
+
new_file_btn = gr.Button("➕", scale=0, min_width=40)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 530 |
|
| 531 |
+
code_editor = gr.Code(language="python", value="import numpy as np\nprint('Hello Fyodor Pro!')", lines=20, interactive=True)
|
| 532 |
+
|
| 533 |
+
with gr.Row():
|
| 534 |
+
save_btn = gr.Button("💾 Save", size="sm")
|
| 535 |
+
review_btn = gr.Button("🕵️ Review Code", size="sm")
|
| 536 |
+
run_manual_btn = gr.Button("▶️ Run Project", variant="secondary")
|
| 537 |
+
|
| 538 |
+
# RIGHT: MINI AGENT
|
| 539 |
+
with gr.Column(scale=0.5):
|
| 540 |
+
gr.Markdown("### 🤖 Mini Agent")
|
| 541 |
+
# Removed 'type="messages"' here too
|
| 542 |
+
mini_chat = gr.Chatbot(label="Web Search", height=400, elem_classes="mini-chat")
|
| 543 |
+
mini_input = gr.Textbox(placeholder="Search...", show_label=False)
|
| 544 |
+
mini_btn = gr.Button("🔍 Search")
|
| 545 |
+
|
| 546 |
+
# EVENT WIRING
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 547 |
|
| 548 |
+
# 1. Chat & Execution
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 549 |
msg_input.submit(
|
| 550 |
process_query,
|
| 551 |
+
[msg_input, session_state, project_state, active_file_state, mode_radio],
|
| 552 |
+
[chatbot, project_state, code_editor, session_state]
|
| 553 |
+
)
|
|
|
|
| 554 |
run_btn.click(
|
| 555 |
process_query,
|
| 556 |
+
[msg_input, session_state, project_state, active_file_state, mode_radio],
|
| 557 |
+
[chatbot, project_state, code_editor, session_state]
|
| 558 |
+
)
|
| 559 |
+
|
| 560 |
+
# 2. File Management
|
| 561 |
+
file_dropdown.change(
|
| 562 |
+
update_active_file,
|
| 563 |
+
[file_dropdown, project_state],
|
| 564 |
+
[code_editor]
|
| 565 |
+
).then(
|
| 566 |
+
lambda f: f, [file_dropdown], [active_file_state]
|
| 567 |
)
|
| 568 |
|
| 569 |
+
code_editor.change(
|
| 570 |
+
save_file_change,
|
| 571 |
+
[code_editor, active_file_state, project_state],
|
| 572 |
+
[project_state]
|
| 573 |
)
|
| 574 |
|
| 575 |
+
new_file_btn.click(
|
| 576 |
+
create_new_file,
|
| 577 |
+
[new_file_txt, project_state],
|
| 578 |
+
[file_dropdown, project_state, new_file_txt]
|
| 579 |
+
)
|
| 580 |
+
|
| 581 |
+
# 3. Manual Run & Review
|
| 582 |
+
run_manual_btn.click(
|
| 583 |
+
lambda p: execute_code_e2b(p),
|
| 584 |
+
[project_state],
|
| 585 |
+
[chatbot]
|
| 586 |
+
)
|
| 587 |
|
| 588 |
+
review_btn.click(
|
| 589 |
+
run_code_review,
|
| 590 |
+
[code_editor, session_state],
|
| 591 |
+
[chatbot]
|
| 592 |
+
)
|
| 593 |
|
| 594 |
+
# 4. Mini Agent
|
| 595 |
+
mini_input.submit(
|
| 596 |
+
lambda m, h: h + [{"role":"user","content":m}, {"role":"assistant", "content":robust_search(m)}],
|
| 597 |
+
[mini_input, mini_chat],
|
| 598 |
+
[mini_chat]
|
| 599 |
+
)
|
| 600 |
+
mini_btn.click(
|
| 601 |
+
lambda m, h: h + [{"role":"user","content":m}, {"role":"assistant", "content":robust_search(m)}],
|
| 602 |
+
[mini_input, mini_chat],
|
| 603 |
+
[mini_chat]
|
| 604 |
)
|
| 605 |
|
| 606 |
return demo
|
| 607 |
|
| 608 |
if __name__ == "__main__":
|
| 609 |
+
# Moved CSS to launch() to fix Gradio TypeError
|
| 610 |
+
run_app().queue().launch(server_name="0.0.0.0", server_port=7860, css=WINDOWS_TERMINAL_CSS)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|