Natural Language Processing Archives

Artificial Intelligence, Machine Learning, Natural Language Processing

Building an AI-Powered Image Generation App Using Stable Diffusion

Posted on December 17, 2024 by Rupendra Choudhary

In this tutorial, I’ll walk you through building an AI-powered image generation application that uses Stable Diffusion for creating images based on user prompts. By leveraging Google Colab’s free GPU, we’ll use Stable Diffusion to perform the heavy computations and then connect it to a Flask w...

Application, Machine Learning, Natural Language Processing

Building a Powerful QA System with RAG Pipeline: A Step-by-Step Guide

Posted on December 14, 2024 by Rupendra Choudhary

Retrieval-Augmented Generation (RAG) pipelines are transforming the way we handle complex question-answering tasks. By combining the precision of information retrieval with the creativity of natural language generation, these systems can deliver contextually accurate answers from large collections o...

Chatbots, Natural Language Processing

Understanding Follow-up Intents in Dialogflow

Posted on January 12, 2020 by Sandeep Kumar

Follow-up intents refer to previous intent or parent intent to continue the bot conversation. It is used to repeat an event or request for more information about the event. e.g “can you repeat the song” or “Can you show me more shirts” It can be usages in the following scenar...

Chatbots, Natural Language Processing

Advanced Rich Messages in Dialogflow

Posted on January 11, 2020 by Sandeep Kumar

Most of the time a text response is used in the chat conversation but Dialogflow allows us to use different messages types as well. e.g Image, Cards and pre-defined options which known as quick replies as well. Let’s check out how we can use these rich messages one by one. We’ll use Face...

Chatbots, Natural Language Processing

A Guide to Build a Chatbot With Dialogflow

Posted on January 11, 2020 by Sandeep Kumar

Learn by example is the best way to learn! Let’s create a simple job vacancy chatbot step-by-step and cover all basics of Dialogflow in an interesting way. So we’re going to create a virtual agent to take job interviews. So our bot will get the basic information from applicants. Entities...

Chatbots, Natural Language Processing

How to Create a Facebook Messenger Chatbot

Posted on January 10, 2020 by Sandeep Kumar

This guide is to create your first Facebook Messenger chatbot in just a few minutes. You can even use this on your own business Facebook page and make it smart by adding real content. Create a Facebook Page A Facebook messenger chatbot works only on a Facebook page. So you must have a Facebook page....

Chatbots, Natural Language Processing

What are ChatBots and How they Work

Posted on January 9, 2020 by Sandeep Kumar

Chatbots are simply a type of software to automate our text conversation with the customer. They can understand our customer’s queries and answers accordingly. This allows engaging with our customers and employees through messaging apps without any human interaction. Millions of Users spend mu...