sergio11

from nemesys.utils.logger import nemesysLogger
from langchain_groq import ChatGroq
from langchain.text_splitter import CharacterTextSplitter
from langchain_huggingface.embeddings import HuggingFaceEmbeddings
from langchain_community.vectorstores import FAISS
from langchain.chains import RetrievalQA
from fpdf import FPDF
import json

sergio11

from nemesys.utils.logger import nemesysLogger
import time


class ShellInterface:
    """
    Interacts with an open shell session in Metasploit.

    This class allows for interacting with an active shell session,
    waiting for it to become active, and providing an interface for command execution.

sergio11

import re
import shlex
import subprocess
import time
from nemesys.utils.logger import nemesysLogger
import datetime

class SystemEnumerator:
    """
    A class responsible for enumerating and gathering system information from a compromised machine.

sergio11

import re
import time
from nemesys.utils.logger import nemesysLogger

class PrivilegeEscalationManager:
    """
    Manages local privilege escalation exploits in an active Meterpreter session.

    Handles the automation of executing a local privilege escalation module, monitors output,
    and attempts to grab a new session ID upon successful exploitation.

sergio11

from nemesys.utils.logger import nemesysLogger
import re
import time

class SessionManager:
    """
    Manages the retrieval and upgrade of system sessions through the Metasploit framework.
    
    Handles waiting for a session to become active and upgrading it to Meterpreter.
    

sergio11

from nemesys.utils.logger import nemesysLogger

class ExploitManager:
    def __init__(self, client):
        """
        Initializes the ExploitManager with the given client to execute an exploit.

        Args:
            client (MetasploitClient): The Metasploit RPC client instance for interacting with Metasploit.
        """

sergio11

from nemesys.utils.logger import nemesysLogger
from pymetasploit3.msfrpc import MsfRpcClient

class MetasploitClient:
    def __init__(self, password, ssl=True):
        """
        Initializes the connection to Metasploit RPC client.

        Args:
            password (str): The password for authenticating with the Metasploit RPC service.

sergio11

import numpy as np
import tensorflow as tf
from tensorflow import keras
import TokenAndPositionEmbedding
import TransformerBlock

class TransformersHeadlineGenerator:
    def __init__(self, model_path='trained_model.model.h5', weights_path='trained_model.weights.h5', vocab='vocabulary.txt', maxlen=80, top_k=10):
        """
        Initializes the TransformersHeadlineGenerator class.

sergio11

import string
import unicodedata
import pickle
import numpy as np
from tensorflow.keras.preprocessing.sequence import pad_sequences
from tensorflow.keras.models import load_model

class LSTMHeadlineGenerator:
    """
    A wrapper class for generating text using a pre-trained LSTM model.

sergio11

// SPDX-License-Identifier: MIT
pragma solidity ^0.8.9;

import "@openzeppelin/contracts/access/Ownable.sol";
import "./DeFiPlexGovernanceTokenContract.sol";
import "./IDeFiPlexGovernanceContract.sol";

/**
 * @title DeFiPlexGovernanceContract
 * @dev This contract manages governance proposals for DeFiPlex platform.