This code implements a basic Retrieval-Augmented Generation (RAG) system for processing and querying PDF document(s). The system uses a pipeline that encodes the documents and creates nodes. These nodes then can be used to build a vector index to retrieve relevant information. Key Components PDF processing and text extraction Text chunking for manageable processing Ingestion…
In this blog, we will be learning how to draw the Facebook logo using the Python programming language and the turtle graphics library. The turtle graphics library is a popular tool for introducing kids to programming and for creating simple animations. In this project, I used pycharm IDE. How to install pycharm in windows: https://iterathon.tech//how-to-install-the-pycharm-in-windows/ Turtle…
Python is a powerful and versatile programming language that has become increasingly popular in recent years, especially in the field of data science. Whether you are a beginner, this guide will provide you with a comprehensive overview of how to use Python for data science. Why Choose Python for Data Science? …
Transformer models have revolutionized the field of natural language processing (NLP) with their powerful self-attention mechanism. In this guide, we’ll dive into the implementation of transformer models in NLP using Python. We’ll cover the key concepts behind transformers and walk through a simple example code to help you get started. What are Transformers?…
Designing the iconic Windows logo with Python code is a fun and educational project for those interested in graphics programming. Let’s move on to an awesome project on how to design windows logo using python. Before getting into this we will have a python and turtle graphics library. In this case, I will use pycharm IDE….
In this blog, we will see how to get the system information using the Python Platform module. We will read the operating system name, host name, release number, system’s version, hardware-type and processor details. Platform module The platform module is a predefined library in python. So, we need not to install it from any third…
The Python Turtle Library is a really cool Python library that gives users to draw various awesome shapes. How to draw propose your girlfriend using python turtle? Let’s try this , How to Impress a girl’s heart using python heart: https://iterathon.tech//how-to-impress-a-girlfriend-heart-using-python/ Turtle graphics Turtle graphics is a popular way of introducing programming to kids. It was part…
Let’s move on to an awesome project on how to copy and paste strings using python. Before getting into this we will have a python and pyperclip library. In this case, I will use Ubuntu terminal. Pyperclip Library Pyperclip is a cross-platform Python module for copy and paste clipboard functions. It works with Python 2 and 3….
Let’s move on to an awesome project on how to convert text into audio using python. Before getting into this we will have a python and gTTS and Playsound library. In this case, I will use pycharm IDE How to install pycharm in windows: https://iterathon.tech//how-to-install-the-pycharm-in-windows/ Open New Projects After opening a pycharm click on a new project and you can…
You can convert your digital text into handwritten form. Let’s move on to an awesome project. Before getting into this, we will have a python interpreter and pywhatkit packages. In this case, I will use pycharm IDE. How to install pycharm in windows: https://iterathon.tech//how-to-install-the-pycharm-in-windows/ Open New Projects After opening a pycharm click on a new project and you can give…
