To begin with, when learning about ML/AI you may just use the model specified in the tutorial you’re doing, but later on you’ll want to research, test, and evaluate different models based on size, performance and write your code to suit. Let’s compare output using 2 different models that I used in a recent project […]
Webdock – Fast Cloud VPS Linux Hosting Introduction Let’s see how to create a text similarity search web app using Flask, a pre-trained BERT model, and FAISS for efficient similarity search! Section 1: Importing Libraries “First, we need to import all the necessary libraries. We’ll be using Flask to create our web application, Hugging Face’s […]
Let’s create a Binary Tree in Python and understand how it works. A binary tree is a hierarchical data structure composed of nodes, where each node has at most two children, referred to as the left child and the right child. The structure resembles a tree with a single root node and branches extending downward, […]
Rye is a “comprehensive project and package management solution for Python” – let’s check it out!Grab a cup of tea, pull up a chair and put to one side any cognitive bias you have! (Just because it’s built with Rust doesn’t mean you have to install Rust!!!). I won’t regurgitate the excellent documentation from https://rye-up.com/ […]
I demo ECDSA public/private keys with digital signatures using Streamlit… The private key gets generated, and stays private. The public key is given to the person who want’s to verify the message. Using the public key plus the signed message they can be sure that the only the owner of the matching private key signed […]
This article describes a Python script that demonstrates how to efficiently process text data, create embeddings, and upsert the embeddings into a Qdrant database using Python. Overview In today’s era of big data and machine learning, efficient text processing and vectorization are crucial for various natural language processing (NLP) tasks. The provided Python script showcases […]
In this article we will look at OrderedDict and Counter Use an OrderedDict to sort an existing dictionary such as the one below: How to sort a Python dictionary Enclose the dictionary with OrderedDict(sorted(dict.items()) Note: you can also add in “reverse” if you want the opposite sort order: How to remove a key:value pair from […]
Enum, short for “enumerate” is a robust way for us to enforce a strict set of options in Python. For example a fixed choice of Aeroplane Manufacturers and each choice manufacturers matches a model name. Let’s look at the example below and see we can do this can be done in practice. Example Code Pass […]
