How to Create an Image Captioning App with OpenAI CLIP and Python Have you ever wanted to create an application that generates captions for images? Image captioning is a fascinating task that combines computer vision and natural language processing. In this tutorial, we will explore how to create an image Continue Reading
“Artificial Intelligence”
Building Chatbots with Dialogflow
Chatbots have revolutionized the way businesses interact with their customers. They provide immediate responses to frequently asked questions and allow businesses to provide instant support 24/7. One of the most popular platforms for building chatbots is Dialogflow. Dialogflow is a natural language processing platform developed by Google. It allows developers Continue Reading
How to use LLMs for natural language understanding and generation
Introduction Language Models (LMs) have revolutionized natural language processing by providing powerful tools for understanding and generating human language. Recently, a new type of language model called Large Language Models (LLMs) has emerged, which utilizes deep learning techniques to achieve state-of-the-art performance on a wide range of language tasks. In Continue Reading
Building neural networks with TensorFlow
Artificial Neural Networks, also referred to as neural networks or ANNs, are a subset of machine learning models that are designed to recognize patterns and relationships in data. They are modeled after the human brain and consist of a series of interconnected nodes that process and transmit information. TensorFlow is Continue Reading
How to Build a Text-to-Image App with OpenAI GPT-3 and Google Cloud API
In this tutorial, we will walk through the process of building a text-to-image application using the power of OpenAI GPT-3 and the Google Cloud Vision API. With GPT-3, we can generate human-like text descriptions of images, and with the Google Cloud API, we can turn those text descriptions into actual Continue Reading
How to use LLMs for text summarization and extraction
Text summarization and extraction are crucial tasks in natural language processing (NLP) and information retrieval. Language models have emerged as powerful tools for accomplishing these tasks. In this tutorial, we will explore how to use Language Model-based Methods (LLMs) for text summarization and extraction. We will cover the following topics: Continue Reading
Building a Chatbot with Azure Bot Service
Introduction Chatbots have gained massive popularity in recent times, thanks to their ability to automate customer interactions and improve user engagement. With a chatbot, businesses can easily handle customer queries, provide personalized recommendations and offer round-the-clock customer support. However, building a chatbot from scratch can be a daunting task, especially Continue Reading
How to Create a Image Classifier with OpenAI CLIP and Python
How to Create an Image Classifier with OpenAI CLIP and Python In recent years, deep learning models have become increasingly powerful in tasks such as image recognition and natural language processing. OpenAI’s CLIP (Contrastive Language-Image Pretraining) is one such model that can perform various visual tasks. It combines a convolutional Continue Reading
How to use LLMs for speech recognition and synthesis
In recent years, Language Model-based approaches have revolutionized the field of speech recognition and synthesis. Large Language Models (LLMs) have been shown to outperform traditional methods, producing more accurate transcriptions and generating more natural-sounding speech. In this tutorial, we will explore how to use LLMs for both speech recognition and Continue Reading
How to use LLMs for question answering and knowledge retrieval
How to Use Language Model for Question Answering and Knowledge Retrieval Introduction Language models have become an essential tool for natural language processing tasks. They provide a way to generate coherent and contextually relevant responses to questions, making them ideal for question answering and knowledge retrieval tasks. In this tutorial, Continue Reading