January 25, 2024 No Comments

Dockerized Selenium: Integrating Docker For Python Selenium Scripts.

Introduction In this blog, get ready for an exciting exploration into the dynamic intersection of selenium and docker, an innovative fusion. Running Selenium tests using Docker has become a popular choice among developers for its simplicity and consistency. Docker allows you to bundle your Python Selenium scripts and all their necessary parts into a single […]

January 22, 2024 No Comments

Django Tutorial: A Comprehensive Guide to use Django’s Authentication System

In this blog article, we will take an overview of Django’s authentication system, and how we can use that for user registration and login. Django provides a robust authentication system for easy user management. And we can also customize it as per our requirements. Django provides a customizable user authentication system out of the box. […]

June 16, 2023 No Comments

Generate Music Using Meta’s MusicGen On Colab

Introduction In the vast realm of artificial intelligence, deep learning has revolutionized numerous domains, including natural language processing, computer vision, and speech recognition. However, one fascinating area that has captivated researchers and music enthusiasts alike is the generation of music using artificial intelligence algorithms. MusicGen, a state-of-the-art controllable text-to-music model that seamlessly translates textual prompts […]

January 2, 2023 No Comments

Prompt Tuning For Large Language Models With Inference

Introduction Prompt tuning is a technique that uses frozen pre-trained language models to downstream tasks that minimize per-task storage and memory usage during the training phase and this is useful for Large Language Models (LLMs) such as GPT2, T5, GPT-J, GPT-NEO, GPT-NEOX, GPT-20B, GPT3, etc where the model is so large that fine-tuning becomes difficult […]

December 30, 2022 No Comments

Optical Character Recognition With Hugging Face Spaces

What is Hugging Face Hub? The HuggingFace Hub is a platform that allows developers to store and share code, as well as collaborate on Machine Learning projects. It hosts Git-based repositories, a type of version-controlled storage where developers can keep all of their project files. Developers can upload and access cutting-edge models for natural language processing, computer […]

October 19, 2021 No Comments

Automate Birthday Wishing On Facebook Using Python + Flask + Selenium

People are more reliant on social media in today’s world. Facebook is one of the most used social media platforms. One of the features of Facebook is that from our friends list we can get to know the birthdays, and we can wish people on their special day. To automate this process, we can use python and […]

October 19, 2021 No Comments

Automate Birthday Wishing On LinkedIn Using Python + Flask + Selenium

LinkedIn is a purely professional networking and employment-oriented website. It is a platform where the world’s employees and employers can meet and interact with each other. So when it comes to a special day like a birthday, then wishing without forgetting is a must to make stronger connections. Now you don’t need to worry about […]

May 31, 2021 No Comments

How To Implement Semantic Search Using OpenAI GPT3

Generative Pre-trained Transformer 3 (GPT-3) is an autoregressive language model used for text generation created by OpenAI. GPT-3 showed the amazing potential for a really smart language model to generate text and has the ability to do amazing task such as Question-Answering, Summarization, Semantic Search, Chatbot, Writing poetry, or an essay. Among them, we have […]

March 28, 2021 No Comments

Question and Answering System Using GPT3

Since OpenAI launched GPT-3, we have been seeing numerous applications with various functionalities developed using GPT3. Recently GPT-3 added new feature of Question Answering system which we took for a spin to check how it works. In our experimentation with small data, the system looks pretty promising. It is fetching answers quite accurately from small data. In future, […]

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