Build your Covid19-Bot with LUIS, QnAmaker & Azure Bot Service

The sad reality is that covid19 is spreading quickly and will continue to spread for a while. But there is good thing, the recovery rate is higher than the previous Corona Virus. In the era of AI world, technology play a crucial role to tackle down the covid19 pandemic. Around 24 K new cases a day and it’s growing fast We don’t know how many people will be affected by the virus, some are directly or indirectly affected by the pandemic situation. The economy is going to crash, which means the business will be affected. through business, common people are […]

Deploy the ML model as a REST API with Python and Flask on Azure Cloud

Deploy the machine learning model might be weird for the beginners, or even some experience guys. That’s why I decided to take some time to write on it. In the past few years, REST has increased demand for web APIs and web services.For this article, I’m going to show you how to create your Restful API service with Python and Flask Before going to our article, little introduction on REST API What Is A REST API? Let’s say with an example, you are looking to know today weather. so you will search the current location on the search box or […]

Build your semantic document search engine with TF-IDF and Google-USE

Let’s understand how to do an approach to build a document search engine by using the python language. In this post, we will be building a semantic documents search engine by using 20newsgroup open-source dataset. Prerequisites Python 3.5+ pip 19+ or pip3 NLTK Scikit-learn TensorFlow-GPU 1. Getting Ready For this post we will need the above prerequisites, If you do not have it yet, please make ready for it. 2. Data collection Here, we are using 20newsgroup dataset to the analysis of a text search engine giving input keywords/sentences input. The 20 Newsgroups data set is a collection of approximately […]

Build your own WeatherBot with Botframework + Openweathermap + Adaptive cards UI

Today world is now full swing in the evolution of artificial intelligence and chatbots are playing a vital roles in this areas. Due to rapidly increases the number of users of messaging app like FB messenger, WhatsApp, Skype, Telegram, Slack etc. Alone FB messenger has more than 1.2 billion monthly users. Now time has come to develop a chatbot application to solve the social and business requirement. As per gartner forecasts that by 2020, over 85% of customer interactions will be handled without a human. However, the opportunities provided by chatbot systems go far beyond giving responses to customers’ inquiries. […]

BUILD A BOOK RECORD WITH REACT.JS + REACTSTRAP

In this tutorial, you’ll learn, how to make book record website by using React.js and ReactStrap for adding, update and deleting the book record. All of the code for this project can be found in the GitHub Repo This project was bootstrapped with Create React App. Create React App is divided into two packages: create-react-app is a global command-line utility that you use to create new projects. react-scripts is a development dependency in the generated projects(including this one) You almost never need to update create-react-app itself: it delegates all the setup to react-scripts. When you run create-react-app, it always creates the project […]

weather — image via unsplash.com

Build a Weather Website With Node.js + Express + Googlemap + OpenWeather

In this tutorial you’ll learn, how to make call Google maps API to get the latitude and longitude of the city and pass to the Openweather API and display the current temperature of the city. Here we are making a web app, where users can type in a city name and get real-time weather data instantly displayed on their screen. All of the code for this project can be found in the GitHub Repo Before going to this tutorial, we need pre-setup for the project build. Live project Demo here Weather App File structure look like- |WeatherApp |–WeatherApi |–getWeather.js |–geocode |–geocode.js |–public |–js |–postrequest.js […]

Deploy your Chatbot into Facebook Messenger

Nowadays Bots are becoming an important part of our lifestyle. Let’s look into how to deploy LEX Bots into Facebook messengers. Chatbots will be almost indistinguishable from their human counterparts, if anything, even better. According to Gartner, chatbots will power 85% of all customer service interactions by the year 2020. In fact, the average person will have more conversations with bots than with their spouse. In the last post already shared how to create own chatbots. If you haven’t read it, please read it first. Then read this Post regarding Deploy Chabot in your Facebook messenger. Let us follow the below […]

Build your own ChatBot by using Amazon Lex and Lambda

First of all tell you about, what is a ChatBot? The chatbot is the set of the computer program or AI(artificial intelligence) which conducts communication between two or more users in form of voice or text messages. This tutorial will tell you how to create your own Chatbot by using AWS Lex and Lambda function. and also includes steps to integrate the chatbot with the Facebook messenger. Creating chatbot requires AWS account and basic programming skills with little knowledge of AI. Amazon Lex You need to login AWS Console site to open Amazon Lex service to create Chatbot. Here I’m creating simple financial Chatbot, which […]

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