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RPA

AI Bots - AI bots and robotic process automation using Python and Julia language scripts to automate routine tasks that are performed on a daily basis.


Video Tutorials - ChatGPT RPA Automation

Video Tutorials - Llama 2 use cases

This is a work in progress repository and updated frequently, please follow me at Twitter, Subscribe to YouTube channel to see latest updates.. Please give a star * to this repository.

Author: Amit Shukla

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Welcome to my latest RPA series notebooks. In this series, we will write snippets of Python code used in Automation tasks and later, will put it all altogether to deliver an RPA project.

RPA with help of Open AI ChatGPT, Llama2


I'm Amit Shukla, and I have been working on automating RPA tasks for over a decade now. Since the recent launch of ChatGPT, I am exploring ways to use its coding skills to automate small daily routines.

In this RPA series, we will use ChatGPT/Llama's code writing skills to build a trading bot from scratch. I do not view ChatGPT or Llama as a threat to my job, at least not yet. Instead, I believe it can assist me in writing smarter solutions to solve more significant problems.

The emphasis of this tutorial series is not centered on exclusively using LLM (large language models) or discussing the advantages and disadvantages of AI coding. Rather, our main focus lies in RPA tasks and utilizing LLMs's assistance where suitable.

In this GitHub repository, you will find code snippets that are suitable for novice programmers to automate minor tasks, with every single line of source code provided.

Table of Contents


working with os and files


web scrapping


miscellaneous


conversions


CRON jobs



HTTP

  • Jupyter notebook access from local network
  • run vscode from browser
  • Python HTTP server
  • Node JS HTTP server
  • Node JS CORS
  • Node JS HTTP API
  • Node JS sql injection prevention
  • JWT code Authentication token
  • Validate JWT token
  • Firebase hosting code

working with APIs


Llama Use cases


WIP

** all notebooks below this section is work in progress.

Python - know how



working with Polars


  • Python - Complete Data Wrangling guide with Polars DataFrame

Building ETL Datawarehouse and ELT Data Lake using Polars DataFrame

  • World's Fastest ETL Datawarehouse & ELT Data Lake using Polars DataFrame

  • Architecture
  • Extract
  • Load
  • Transformation
  • ETL Datawarehouse
  • ETL Data lake

SQL

  • writing SQL, tuning SQL, SQL Explain plan, SQL Stored Procedure
  • convert Oracle PL SQL to HIVE SQL
  • Explain SQL
  • what is wrong in this SQL
  • Create SQL table from text
  • updating database from a table with 1 million rows

Latex, SVG and Regex - how to

  • [Write latex]
  • [Write SVG icons]
  • [Write regex code]

Live RPA (Robotic Process Automation) Projects --work in progress

  • Monitoring live web content
  • RPA to build Open Reconciliation system
  • RPA to build a Trading BOT
  • RPA to build Auto Replenishment Inventory Order system
  • Document scanner - Match Exception Digital Invoice generator
  • Python network scanner
  • Stock prices Exploratory data analysis
  • Python Time Series Forecasting
  • Mermaid.js with ChatGPT
  • Python Graphs

  • duplicate score using ChatGPT Classifier
  • duplicate score using ChatGPT Stylometric analysis
  • duplicate score using ChatGPT Sentimental analysis
  • finding cheater using ChatGPT
  • Text to Speech
  • Plagiarism Checker

Hacker Series --work in progress


  • read Text, QR code in images stored in an external drive, query those urls through curl and send response to Firebase HTTP
  • read key board sound
  • download all emails, quotes, products, phone number, QR Codes, Finance Transactions, URLs from pics
  • where have you been
  • reading your emails | sending automated email based on dynamic content
  • reading your insta
  • reading your meta
  • reading your tweets
  • reading your cookies
  • reading your favorites
  • browsing history
  • docubot
  • chill pill
  • Fetch Movies
  • Reading eMail in transit hack
  • Twitter, FB, LinkedIn auto publish bot

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