Instructions to use Subject-Emu-5259/NeuralAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Subject-Emu-5259/NeuralAI with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
File size: 23,888 Bytes
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"""
NeuralAI Terminal 2.0 — Advanced Integrated Terminal
- PTY-based shell sessions
- Code execution with syntax checking
- File operations (read, write, edit, browse)
- Git integration
- Python/Node execution
- Package management (pip, npm)
- Process management
- Command history & autocomplete
- Code snippets
- Syntax highlighting
"""
import os
import pty
import select
import struct
import fcntl
import termios
import signal
import threading
import uuid
import time
import json
import subprocess
import re
from pathlib import Path
from functools import wraps
import jwt
from flask import Blueprint, request, Response, jsonify, current_app
terminal_bp = Blueprint("terminal", __name__)
# In-memory session store
sessions = {}
# ====================
# AUTH DECORATOR
# ====================
def token_required(f):
@wraps(f)
def decorated(*args, **kwargs):
token = request.headers.get("Authorization")
if not token or not token.startswith("Bearer "):
return jsonify({"error": "Token is missing"}), 401
try:
token = token.split(" ")[1]
data = jwt.decode(token, current_app.config["SECRET_KEY"], algorithms=["HS256"])
request.user_id = data["user_id"]
except:
return jsonify({"error": "Token is invalid"}), 401
return f(*args, **kwargs)
return decorated
command_history = {}
snippets = {
"python": {
"fib": "def fibonacci(n):\n if n <= 1: return n\n return fibonacci(n-1) + fibonacci(n-2)",
"class": "class MyClass:\n def __init__(self):\n pass\n\n def method(self):\n pass",
"main": 'if __name__ == "__main__":\n pass',
"args": "import argparse\nparser = argparse.ArgumentParser()\nparser.add_argument('--input', type=str)\nargs = parser.parse_args()",
"http": "import requests\nresponse = requests.get('https://api.example.com')\nprint(response.json())",
"json": "import json\nwith open('data.json', 'r') as f:\n data = json.load(f)",
"file": "with open('file.txt', 'r') as f:\n content = f.read()",
"async": "import asyncio\n\nasync def main():\n pass\n\nasyncio.run(main())",
},
"bash": {
"loop": "for i in {1..10}; do\n echo $i\ndone",
"if": "if [ condition ]; then\n # code\nfi",
"function": "function_name() {\n # code\n}",
"grep": "grep -r 'pattern' .",
"find": "find . -name '*.py'",
"tar": "tar -czvf archive.tar.gz directory/",
"gitignore": "echo '*.pyc\\n__pycache__/\\n.env' > .gitignore",
},
"javascript": {
"func": "function name(params) {\n return;\n}",
"arrow": "const func = (params) => {\n return;\n};",
"async": "async function fetchData() {\n try {\n const response = await fetch(url);\n const data = await response.json();\n return data;\n } catch (error) {\n console.error(error);\n }\n}",
"class": "class MyClass {\n constructor() {}\n\n method() {}\n}",
"export": "export default function() {\n // code\n}",
"import": "import { module } from 'package';",
}
}
class TerminalSession:
def __init__(self, session_id: str, rows: int = 24, cols: int = 80):
self.session_id = session_id
self.rows = rows
self.cols = cols
self.master_fd = None
self.pid = None
self.started = False
self.last_activity = time.time()
self.env = os.environ.copy()
self.env["TERM"] = "xterm-256color"
self.env["HOME"] = os.path.expanduser("~")
self.env["USER"] = os.environ.get("USER", "neural")
self.env["EDITOR"] = "nano"
self.env["PAGER"] = "less"
# NeuralAI Terminal Prompt - Root@Neural style
self.env["PS1"] = "\\[\\033[1;32m\\]root@Neural\\[\\033[0m\\]:\\[\\033[1;36m\\]\\w\\[\\033[0m\\]# "
self.env["PROMPT_COMMAND"] = ""
self.buffer = [] # scrollback buffer
self.buffer_size = 5000
self.history = []
self.history_index = -1
self.cwd = os.environ.get("HOME", "/root")
self.env_vars = {}
self.running_processes = {}
self.last_command = ""
self.output_handlers = {}
def start(self):
if self.started:
return
self.master_fd, slave_fd = pty.openpty()
self.pid = os.fork()
if self.pid == 0:
# Child
os.setsid()
fcntl.ioctl(slave_fd, termios.TIOCSWINSZ, struct.pack("HHHH", self.rows, self.cols, 0, 0))
os.dup2(slave_fd, 0)
os.dup2(slave_fd, 1)
os.dup2(slave_fd, 2)
if slave_fd > 2:
os.close(slave_fd)
os.chdir(self.cwd)
for sig in (signal.SIGTERM, signal.SIGINT, signal.SIGHUP):
signal.signal(sig, signal.SIG_DFL)
os.execvp(os.environ.get("SHELL", "/bin/bash"), ["-bash", "--login"])
os._exit(1)
else:
os.close(slave_fd)
flags = fcntl.fcntl(self.master_fd, fcntl.F_GETFL)
fcntl.fcntl(self.master_fd, fcntl.F_SETFL, flags | os.O_NONBLOCK)
self.started = True
self.resize(self.rows, self.cols)
def write(self, data: str):
if not self.started or self.master_fd is None:
return
self.last_activity = time.time()
try:
os.write(self.master_fd, data.encode("utf-8"))
except OSError:
pass
def read(self, timeout: float = 0.05) -> str:
if not self.started or self.master_fd is None:
return ""
self.last_activity = time.time()
output = []
try:
while True:
r, _, _ = select.select([self.master_fd], [], [], timeout)
if not r:
break
try:
data = os.read(self.master_fd, 4096)
if not data:
break
decoded = data.decode("utf-8", errors="replace")
output.append(decoded)
self._buffer_add(decoded)
except OSError:
break
except Exception:
pass
return "".join(output)
def _buffer_add(self, text: str):
self.buffer.append(text)
if len(self.buffer) > self.buffer_size:
self.buffer = self.buffer[-self.buffer_size:]
def resize(self, rows: int, cols: int):
if self.master_fd is None:
return
self.rows = rows
self.cols = cols
try:
fcntl.ioctl(self.master_fd, termios.TIOCSWINSZ, struct.pack("HHHH", rows, cols, 0, 0))
except Exception:
pass
def is_alive(self) -> bool:
if not self.started:
return False
if self.pid is None:
return False
try:
os.kill(self.pid, 0)
return True
except OSError:
return False
def stop(self):
if self.pid is not None:
try:
os.kill(self.pid, signal.SIGTERM)
time.sleep(0.2)
os.kill(self.pid, signal.SIGKILL)
except OSError:
pass
self.pid = None
if self.master_fd is not None:
try:
os.close(self.master_fd)
except OSError:
pass
self.master_fd = None
def get_buffer(self) -> str:
return "".join(self.buffer)
def add_to_history(self, cmd: str):
if cmd.strip() and (not self.history or self.history[-1] != cmd):
self.history.append(cmd)
if len(self.history) > 1000:
self.history = self.history[-1000:]
self.history_index = len(self.history)
def get_history(self, index: int) -> str:
if 0 <= index < len(self.history):
return self.history[index]
return ""
def cleanup_dead_sessions():
dead = [sid for sid, sess in sessions.items() if not sess.is_alive()]
for sid in dead:
sessions[sid].stop()
del sessions[sid]
def execute_python(code: str) -> dict:
"""Execute Python code and return result."""
try:
result = subprocess.run(
["python3", "-c", code],
capture_output=True,
text=True,
timeout=30
)
return {
"stdout": result.stdout,
"stderr": result.stderr,
"returncode": result.returncode
}
except subprocess.TimeoutExpired:
return {"error": "Execution timed out"}
except Exception as e:
return {"error": str(e)}
def execute_javascript(code: str) -> dict:
"""Execute JavaScript code using node."""
try:
result = subprocess.run(
["node", "-e", code],
capture_output=True,
text=True,
timeout=30
)
return {
"stdout": result.stdout,
"stderr": result.stderr,
"returncode": result.returncode
}
except subprocess.TimeoutExpired:
return {"error": "Execution timed out"}
except FileNotFoundError:
return {"error": "Node.js not installed"}
except Exception as e:
return {"error": str(e)}
def run_file(filepath: str) -> dict:
"""Run a file based on its extension."""
path = Path(filepath)
if not path.exists():
return {"error": f"File not found: {filepath}"}
ext = path.suffix.lower()
if ext == ".py":
result = subprocess.run(
["python3", str(path)],
capture_output=True,
text=True,
timeout=60
)
return {"stdout": result.stdout, "stderr": result.stderr, "returncode": result.returncode}
elif ext == ".js":
result = subprocess.run(
["node", str(path)],
capture_output=True,
text=True,
timeout=60
)
return {"stdout": result.stdout, "stderr": result.stderr, "returncode": result.returncode}
elif ext == ".sh":
result = subprocess.run(
["bash", str(path)],
capture_output=True,
text=True,
timeout=60
)
return {"stdout": result.stdout, "stderr": result.stderr, "returncode": result.returncode}
else:
return {"error": f"Unsupported file type: {ext}"}
def get_file_info(filepath: str) -> dict:
"""Get file information."""
path = Path(filepath)
if not path.exists():
return {"error": "File not found"}
stat = path.stat()
return {
"name": path.name,
"size": stat.st_size,
"modified": time.ctime(stat.st_mtime),
"is_dir": path.is_dir(),
"is_file": path.is_file(),
"extension": path.suffix,
"permissions": oct(stat.st_mode)[-3:],
}
def list_directory(dirpath: str = ".") -> dict:
"""List directory contents."""
path = Path(dirpath)
if not path.exists():
return {"error": "Directory not found"}
if not path.is_dir():
return {"error": "Not a directory"}
items = []
for item in sorted(path.iterdir(), key=lambda x: (not x.is_dir(), x.name.lower())):
items.append({
"name": item.name,
"is_dir": item.is_dir(),
"size": item.stat().st_size if item.is_file() else None,
})
return {"path": str(path.absolute()), "items": items}
def search_files(pattern: str, directory: str = ".") -> dict:
"""Search for files matching pattern."""
path = Path(directory)
matches = list(path.glob(pattern))
return {
"pattern": pattern,
"directory": str(path.absolute()),
"matches": [str(m.relative_to(path)) for m in matches[:50]]
}
def check_syntax(code: str, language: str) -> dict:
"""Check code syntax without executing."""
if language == "python":
try:
compile(code, "<string>", "exec")
return {"valid": True, "message": "Syntax OK"}
except SyntaxError as e:
return {"valid": False, "line": e.lineno, "message": str(e)}
elif language == "javascript":
try:
result = subprocess.run(
["node", "--check", "-e", code],
capture_output=True,
text=True
)
if result.returncode == 0:
return {"valid": True, "message": "Syntax OK"}
return {"valid": False, "message": result.stderr}
except Exception as e:
return {"valid": False, "message": str(e)}
return {"error": f"Unsupported language: {language}"}
def get_git_status(directory: str = ".") -> dict:
"""Get git status."""
try:
result = subprocess.run(
["git", "status", "--porcelain"],
capture_output=True,
text=True,
cwd=directory
)
branch = subprocess.run(
["git", "branch", "--show-current"],
capture_output=True,
text=True,
cwd=directory
)
return {
"branch": branch.stdout.strip(),
"status": result.stdout,
"modified": len([l for l in result.stdout.split("\n") if l.strip()])
}
except Exception as e:
return {"error": str(e)}
def get_process_list() -> dict:
"""Get list of running processes."""
try:
result = subprocess.run(
["ps", "aux"],
capture_output=True,
text=True
)
processes = []
for line in result.stdout.split("\n")[1:20]: # Top 20
if line.strip():
parts = line.split(None, 10)
if len(parts) >= 11:
processes.append({
"user": parts[0],
"pid": parts[1],
"cpu": parts[2],
"mem": parts[3],
"command": parts[10][:50]
})
return {"processes": processes}
except Exception as e:
return {"error": str(e)}
# Routes
@terminal_bp.route("/api/terminal/create", methods=["POST"])
@token_required
def create_session():
cleanup_dead_sessions()
data = request.get_json(silent=True) or {}
rows = int(data.get("rows", 24))
cols = int(data.get("cols", 100))
session_id = str(uuid.uuid4())[:8]
sess = TerminalSession(session_id, rows=rows, cols=cols)
sess.start()
sessions[session_id] = sess
command_history[session_id] = []
return {
"session_id": session_id,
"rows": rows,
"cols": cols,
"cwd": sess.cwd,
"welcome": """NeuralAI Terminal 2.0
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Ready. Type 'help' for commands.
Built-in Commands:
help - Show this help
clear - Clear terminal
ls [path] - List directory
cd <path> - Change directory
cat <file> - View file
edit <file> - Edit file
run <file> - Execute file (.py, .js, .sh)
Code Execution:
python <code> - Execute Python
js <code> - Execute JavaScript
check <lang> <code> - Syntax check
Git Commands:
git status - Repository status
git log - Commit history
git diff - Show changes
Snippets:
snippet <lang> <name> - Insert code snippet
snippets <lang> - List available snippets
Tools:
ps - List processes
kill <pid> - Kill process
find <pattern> - Search files
info <file> - File details
Neural Integration:
neural <msg> - Ask NeuralAI
uplink - Check uplink status
model - Show model info
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
"""
}
@terminal_bp.route("/api/terminal/<session_id>/read", methods=["GET"])
@token_required
def read_session(session_id):
if session_id not in sessions:
return {"error": "Session not found"}, 404
sess = sessions[session_id]
output = sess.read(timeout=0.1)
return {
"output": output,
"alive": sess.is_alive(),
"rows": sess.rows,
"cols": sess.cols,
"cwd": sess.cwd
}
@terminal_bp.route("/api/terminal/<session_id>/write", methods=["POST"])
@token_required
def write_session(session_id):
if session_id not in sessions:
return {"error": "Session not found"}, 404
data = request.get_json(silent=True) or {}
cmd = data.get("input", "")
if cmd:
# Handle special commands
cmd_lower = cmd.strip().lower()
# Track command history
if session_id in command_history:
command_history[session_id].append(cmd.strip())
sessions[session_id].add_to_history(cmd)
sessions[session_id].write(cmd)
return {"ok": True}
@terminal_bp.route("/api/terminal/<session_id>/command", methods=["POST"])
@terminal_bp.route("/api/terminal/<session_id>/send", methods=["POST"])
@token_required
def execute_command(session_id):
"""Execute a command with enhanced handling."""
if session_id not in sessions:
return {"error": "Session not found"}, 404
data = request.get_json(silent=True) or {}
cmd = data.get("command", data.get("input", "")).strip()
if not cmd:
return {"error": "No command provided"}
sess = sessions[session_id]
parts = cmd.split()
cmd_name = parts[0].lower() if parts else ""
args = parts[1:] if len(parts) > 1 else []
# Built-in command handlers
if cmd_name == "help":
return {"output": sess.get_buffer().split("Built-in Commands:")[1].split("━")[0] if "Built-in Commands" in sess.get_buffer() else "Type 'help' for commands"}
elif cmd_name == "ls":
path = args[0] if args else "."
return list_directory(path)
elif cmd_name == "cd":
if not args:
return {"error": "Usage: cd <path>"}
new_path = Path(sess.cwd) / args[0]
if new_path.exists() and new_path.is_dir():
sess.cwd = str(new_path.resolve())
return {"cwd": sess.cwd}
return {"error": f"Directory not found: {args[0]}"}
elif cmd_name == "cat":
if not args:
return {"error": "Usage: cat <file>"}
filepath = Path(sess.cwd) / args[0]
if filepath.exists() and filepath.is_file():
try:
content = filepath.read_text()
return {"output": content[:10000]} # Limit output
except Exception as e:
return {"error": str(e)}
return {"error": f"File not found: {args[0]}"}
elif cmd_name == "run":
if not args:
return {"error": "Usage: run <file>"}
filepath = Path(sess.cwd) / args[0]
return run_file(str(filepath))
elif cmd_name == "python":
code = " ".join(args)
if not code:
return {"error": "Usage: python <code>"}
return execute_python(code)
elif cmd_name == "js" or cmd_name == "javascript":
code = " ".join(args)
if not code:
return {"error": "Usage: js <code>"}
return execute_javascript(code)
elif cmd_name == "check":
if len(args) < 2:
return {"error": "Usage: check <python|js> <code>"}
lang = args[0]
code = " ".join(args[1:])
return check_syntax(code, lang)
elif cmd_name == "snippet":
if len(args) < 2:
return {"error": "Usage: snippet <lang> <name>"}
lang = args[0]
name = args[1]
if lang in snippets and name in snippets[lang]:
return {"code": snippets[lang][name]}
return {"error": f"Snippet not found: {lang}/{name}"}
elif cmd_name == "snippets":
lang = args[0] if args else None
if lang and lang in snippets:
return {"snippets": list(snippets[lang].keys())}
return {"languages": list(snippets.keys())}
elif cmd_name == "info":
if not args:
return {"error": "Usage: info <file>"}
filepath = Path(sess.cwd) / args[0]
return get_file_info(str(filepath))
elif cmd_name == "find":
pattern = args[0] if args else "*"
return search_files(pattern, sess.cwd)
elif cmd_name == "ps":
return get_process_list()
elif cmd_name == "git":
if args and args[0] == "status":
return get_git_status(sess.cwd)
# Pass through to shell for other git commands
pass
elif cmd_name == "neural":
msg = " ".join(args)
if not msg:
return {"error": "Usage: neural <message>"}
# This will be handled by the frontend chat API
return {"redirect": "chat", "message": msg}
# Default: pass to shell
sess.write(cmd + "\n")
output = sess.read(timeout=0.5)
return {"output": output}
@terminal_bp.route("/api/terminal/<session_id>/resize", methods=["POST"])
@token_required
def resize_session(session_id):
if session_id not in sessions:
return {"error": "Session not found"}, 404
data = request.get_json(silent=True) or {}
rows = int(data.get("rows", 24))
cols = int(data.get("cols", 100))
sessions[session_id].resize(rows, cols)
return {"ok": True}
@terminal_bp.route("/api/terminal/<session_id>/alive", methods=["GET"])
@token_required
def alive_session(session_id):
if session_id not in sessions:
return {"alive": False}
return {"alive": sessions[session_id].is_alive()}
@terminal_bp.route("/api/terminal/<session_id>/buffer", methods=["GET"])
@token_required
def buffer_session(session_id):
if session_id not in sessions:
return {"error": "Session not found"}, 404
return {"buffer": sessions[session_id].get_buffer()}
@terminal_bp.route("/api/terminal/<session_id>/history", methods=["GET"])
@token_required
def history_session(session_id):
if session_id not in sessions:
return {"error": "Session not found"}, 404
sess = sessions[session_id]
return {"history": sess.history[-50:]} # Last 50 commands
@terminal_bp.route("/api/terminal/<session_id>/stop", methods=["POST"])
@token_required
def stop_session(session_id):
if session_id in sessions:
sessions[session_id].stop()
del sessions[session_id]
if session_id in command_history:
del command_history[session_id]
return {"ok": True}
@terminal_bp.route("/api/terminal/sessions", methods=["GET"])
@token_required
def list_sessions():
cleanup_dead_sessions()
return {
"sessions": [
{
"session_id": sid,
"alive": sess.is_alive(),
"rows": sess.rows,
"cols": sess.cols,
"cwd": sess.cwd
}
for sid, sess in sessions.items()
]
}
@terminal_bp.route("/api/terminal/snippets", methods=["GET"])
@token_required
def list_snippets():
"""List all available code snippets."""
return {
"snippets": {
lang: list(names.keys())
for lang, names in snippets.items()
}
}
@terminal_bp.route("/api/terminal/snippets/<language>/<name>", methods=["GET"])
@token_required
def get_snippet(language, name):
"""Get a specific code snippet."""
if language in snippets and name in snippets[language]:
return {"code": snippets[language][name]}
return {"error": "Snippet not found"}, 404
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