Tuesday, December 7Digital Marketing Journals

python

YouTube comment analysis. Part I. | by Manuel Gil | Nov, 2021
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YouTube comment analysis. Part I. | by Manuel Gil | Nov, 2021

Photo by Souvik Banerjee on UnsplashEach second countless amount of data is created by social media users on the internet, for instance, since 2013, the number of Tweets each minute has increased 58 % to more than 474000 Tweets per minute in 2019. Instagram users upload over 100 million photos and videos everyday. Due to this constant flow of data the internet turns out to be the best data source that can be encountered, thus being the object of numerous analysis that can be performed using artificial intelligence.One of the most famous platforms used these days to share media content is YouTube. YouTube is the preferred way that people use to share content, on this platform it can be encounter videos about endless topics so each video can reach millions of people that can react in a va...
How to build a chatbot using Rasa and Python | by Arya Pandey | Sep, 2021
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How to build a chatbot using Rasa and Python | by Arya Pandey | Sep, 2021

Today we’ll be talking about how to make an AI-powered chatbot using Rasa and Python. It doesn’t matter if you have deep knowledge of python or are just a beginner in the world of coding!This article mainly focuses on the AI framework, Rasa, and a little bit of python. Before getting started, let me tell you the required software to be installed for the project.Visual Studio 2019 C++ Build ToolsAnaconda (Conda Package)I am assuming that you already have Python 3.8 installed in your PC since Python 3.9 version doesn’t work with rasa, it has some issue so I’ll suggest you download version 3.8 if you don’t have it. Here’s the link: https://www.python.org/downloads/. Thank me later :PYou can download the following two softwares from the link provided below (if you don’t already have them on...
Building a simple Chatbot. Introduction | by Chandrashekar K P | Sep, 2021
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Building a simple Chatbot. Introduction | by Chandrashekar K P | Sep, 2021

Have you ever wondered how techies build a chatbot? With the development of the python language, it has become simple with just a few lines of code. I’m trying to give some idea about how to build a simple chatbot using python and NLP which we come across in our daily interaction with any app/website.Recently, the human interaction for most kinds of initial customer support is being handled by these chatbots which reduces an enormous amount of logs or complaints coming in the day-to-day lives for any product or service that we buy. The simple and repetitive queries are very well handled and it’s good to leave these tasks to robots and focus our human energy on more efficient work that adds value to the company.There are two types of chatbots that we generally come across,Rule-Based Chat...
Making a Rick & Morty Chatbot for Chai | by Reiss Edler | Aug, 2021
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Making a Rick & Morty Chatbot for Chai | by Reiss Edler | Aug, 2021

Rick Bot in actionWe’re going to be making a chatbot, based on Microsoft’s DialoGPT. I’ve seen lots of other guides on training chatbots, but I haven’t come across one which actually deploys the bot. This tutorial will cover deploying our new bot to Chai, a platform for creating and interacting with conversational AI’s. It will allow us to chat with the bot through a mobile app, from anywhere, at any time. We will also be able to see performance stats and watch our bot climb the Chai bot leaderboard.By the end of this tutorial you will have your very own chatbot, like the one pictured above 😎If you would rather start off small, head over to the chai docs for a much simpler and shorter tutorial on creating your first bot!I made a Google Colab notebook which allows you to run all ...
Create a very smart chatbot with BlenderBot | by Samuel Ronce | Jul, 2021
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Create a very smart chatbot with BlenderBot | by Samuel Ronce | Jul, 2021

Photo by Arseny Togulev on UnsplashReleased in April 2020 and created by Facebook, BlenderBot makes a super-chatbot. In other words, it is able to speak on open questionsRecently, version 2 has been released but this article remains on version 1 for simplicityOur goal, create a server with Flask that will allow to have an API to communicate with the chatbot1. We will be able to reset the conversation (remove the context)2. Put a first context, which would allow to give a personality to the chatbot3. Send a message and get the chatbot’s answerHave Python 3 and Pip installed on your machineHave some knowledge of the Python languageNote that a good computer is necessary. The worse your machine’s capabilities are, the slower the chatbot will respond.1. Create a file named main.py2. Go ahead...
How to Integrate Dialogflow Chatbot to Python Frameworks | by Devashish Datt Mamgain | Jul, 2021
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How to Integrate Dialogflow Chatbot to Python Frameworks | by Devashish Datt Mamgain | Jul, 2021

Chatbots are software tools created to interact with humans through chat. The first chatbots were able to create simple conversations based on a complex system of rules. Using Python and Dialogflow frameworks, you would be able to build intelligent chatbots.In this post, we will learn how to add a Dialogflow chatbot to Python frameworks such as Flask or Django.You will need a Dialogflow account, a Kommunicate account for deploying the chatbot. Also, you will need Python and Flask frameworks installed on your system. To need more info about the Flask framework, please refer to this link.We will be using Flask in this tutorial. If you are looking to add Dialogflow chatbot to the Django framework, you can see this tutorial.Login to the Dialogflow console. An agent is just a chatbot. You ca...
Conversing with chatbots: DialoGPT | by Akíntúndé Ọládípọ̀ | Jul, 2021
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Conversing with chatbots: DialoGPT | by Akíntúndé Ọládípọ̀ | Jul, 2021

Source: What is a Chatbot and is it Better than a Human? | Tulie Finley-MoiseIn a previous module, we examined language models and explored n-gram and neural approaches. We found that the n-gram approach is generally better for higher values of N but this may be constrained by available compute resources. There was also the concern about the lack of representation for n-grams not present in the training corpus. On the other hand, applying subword tokenization methods such as Byte Pair Encoding and Wordpiece, recent neural approaches are able to resolve the issues with n-gram language models and show impressive results.We also traced the development of neural language models from feedforward networks that rely on word embeddings and fixed input length to recurrent neural networks which a...
Voice Recognition Bakery Solution | by KaiChin Huang | Jun, 2021
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Voice Recognition Bakery Solution | by KaiChin Huang | Jun, 2021

Project set upI follow through the follow guilde to set up my voice kit, including the API credential for Google Voice to text.Scraping dataHere is where I get all my data, and I use Beautiful4 to retrieve necessary information such as Date, Quantity, Product, Customer, and Dayref to store into panda dataframe. I also clean the data here by coverting all the DayRef cells display ‘#N/A’ to ‘yesterday’, lowercase all the letters, and remove parenthesis.All the data is stored in one Orders dataframe.Orders DataframeTransform Speech to TextI call Google Speech to Text API to convert the speech to text, however for this project, there are a lot of product names and customer names which aren’t standard english words, so I have to pass these non-standard product names and customer names to the...
Jupyter Notebook into PyCharm. PyCharm is the perfect choice to deploy… | by Jesko Rehberg | May, 2021
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Jupyter Notebook into PyCharm. PyCharm is the perfect choice to deploy… | by Jesko Rehberg | May, 2021

PyCharm is the perfect choice to deploy your Jupyter Notebook chatbot as a web app.Photo by Alex Knight on UnsplashMotivation:Jupyter Notebooks are useful for developing on your local machine. But how can other people access your chatbot if it is only alive on your PC? In this post I am going to show you how to go live with your Jupyter Notebook chatbot using PyCharm.Solution:Our Jupyter chatbot’s job is to answer frequently asked questions. For this example, I used the Jupyter Notebook from Parul Pandey. I have only slightly amended that code and logged unanswered user input. Let’s have a look:import randomimport stringfrom sklearn.feature_extraction.text import TfidfVectorizerfrom sklearn.metrics.pairwise import cosine_similarityimport warningswarnings.filterwarnings(‘ignore’)import n...
How to code a cryptocurrency trading bot to buy Bitcoin when Musk Tweets about it | by Andrei | May, 2021
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How to code a cryptocurrency trading bot to buy Bitcoin when Musk Tweets about it | by Andrei | May, 2021

The answer is a simple one — the Techno King of Tesla has a history of influencing crypto markets whenever he tweets about them, to the point where a movement in the market is almost expected when he picks up is phone and starts expressing his opinions on the blockchain technology over twitter.By creating a crypto trading bot that buys bitcoin every time the Tesla boss tweets about it you can rest assured that you are going to catch a VIP seat on the rocket that will slingshot right past the moon and make its way directly to Mars, where Elon spends most of the summer months due to its cold weather and dry climate.The quick answer is “not sure” — as no one tested this strategy before. The longer answer is probably — as long as we’re talking about Bitcoin. Statistically speaking, regardle...
How to Install Dialogflow Chatbot into Django website
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How to Install Dialogflow Chatbot into Django website

Python is one of today’s most popular programming languages, and Django is a free, open-source web development platform for Python and is a very versatile tool for web development that can be used to build just about any kind of website or app that is needed.In this article, I will try to make it very easy for you to understand how to integrate Dialogflow chatbot into Django website.If you don’t have Dialogflow chatbot then here is the step by step tutorial to build your own chatbot. However, Dialogflow has its own limitations. It doesn’t provide the UI we need for chat conversations.Since we are not in the 1980s now, we need a front end, not a dull dark command line UI for non-tech guys, to offer a chatbot that resonates well and is user-friendly to the user.So we are integrating Dialo...
Dialogflow Tutorial: Increase webhook timeout limit of 5 seconds using Python | by Pragnakalp Techlabs | Mar, 2021
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Dialogflow Tutorial: Increase webhook timeout limit of 5 seconds using Python | by Pragnakalp Techlabs | Mar, 2021

In Dialogflow you can create agent responses in two ways first ‘static’ response by adding details in the console itself for the basic functionality and second is a dynamic response by managing Fulfillment through the web service called the webhook service. You can create a more complex and flexible conversation flow by webhook service.For Dialogflow, the webhook service needs to accept JSON requests and return JSON response as per specified guidelines by Dialogflow.In the Dialogflow documentation, there are some limitations given to send your webhook response.The response must occur within 10 seconds for Google Assistant applications.The response must occur within 5 seconds for other applications.The response must be less than or equal to 64 KiB in size.If the above limitations are not...
Build Twilio Autopilot Chatbot for SMS and Whatsapp using Python | by Pragnakalp Techlabs | Dec, 2020
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Build Twilio Autopilot Chatbot for SMS and Whatsapp using Python | by Pragnakalp Techlabs | Dec, 2020

Autopilot is a conversational AI platform offered by Twilio to build, train, and deploy artificially intelligent chatbots, Conversational IVRs (voice-driven phone menus), and Alexa skills using natural language understanding and machine learning.This blog contains a step-by-step tutorial to create your first virtual assistant with Twilio Autopilot.1) You need to sign up for a Twilio account or sign into your existing account. You can sign up for a free Twilio trial account here.2) Install Flask, you can install it using the following command:pip install Flask3) Install ngrok.Once you have logged in to the Twilio, and if it’s your first time, you need to select few things including the programming language(select python), then it will take you to the Twilio console (i.e. dashboard), sele...