Python - Digital Marketing Journals Hong Kong - Search Engine Optimisation News

Python libraries like TextBlob, symspell, pyspellchecker and Flan-T5 based grammar checker in the context of spell and grammar checking| Chetan Khadke

15Sep

By Chetan KhadkeNo Comments

best chatbot, chatbot, chatbot app, chatbot online, chatbot website, creating chatbots, hugging-face, nlp, robot chat, spell-check, text, textblob

Python libraries like TextBlob, symspell, pyspellchecker and Flan-T5 based grammar checker in the context of spell and grammar checking| Chetan Khadke

The article explores the practical application of essential Python libraries like TextBlob, symspell, pyspellchecker and Flan-T5 based grammar checker in the context of spell and grammar checking. It provides a detailed overview of each library’s unique contributions and explains how they can be combined to create a functional system that can detect and correct linguistic errors in text data. Additionally, the article discusses the real-world implications of these tools across diverse fields, including academic writing, content creation, and software development. This valuable resource is intended to assist Python developers, language technologists, and individuals seeking to enhance the quality of their written communication.In this article, we will understand the following:What are the s...

Chatbot on custom knowledge base using LLaMA Index — Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development | by Pragnakalp Techlabs

14Sep

By Pragnakalp TechlabsNo Comments

ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, llamaindex, machine-learning, nlp, robot chat

Chatbot on custom knowledge base using LLaMA Index — Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development | by Pragnakalp Techlabs

LlamaIndex is an impressive data framework designed to support the development of applications utilizing LLMs (Large Language Models). It offers a wide range of essential tools that simplify tasks such as data ingestion, organization, retrieval, and integration with different application frameworks. The array of capabilities provided by LlamaIndex is extensive and holds immense value for developers seeking to leverage LLMs in their applications.LlamaIndex has tools that help you connect and bring in data from different sources like APIs, PDFs, documents, and SQL databases. It also has ways to organize and structure your data, making it compatible with LLMs (Large Language Models). With LlamaIndex, you can use a smart interface to search and retrieve your data. Just give a prompt to an LLM,...

How to run LLaMA-13B or OpenChat-8192 on a Single GPU — Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development | by Pragnakalp Techlabs | Jul, 2023

16Aug

By Pragnakalp TechlabsNo Comments

ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, google chat bots, llamas, machine-learning, nlp, openchat, robot chat

How to run LLaMA-13B or OpenChat-8192 on a Single GPU — Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development | by Pragnakalp Techlabs | Jul, 2023

Recently, numerous open-source large language models (LLMs) have been launched. These powerful models hold great potential for a wide range of applications. However, one major challenge that arises is the limitation of resources when it comes to testing these models. While platforms like Google Colab Pro offer the ability to test up to 7B models, what options do we have when we wish to experiment with even larger models, such as 13B?In this blog post, we will see how can we run Llama 13b and openchat 13b models on a single GPU. Here we are using Google Colab Pro’s GPU which is T4 with 25 GB of system RAM. Let’s check how to run it step by step.Step 1:Install the requirements, you need to install the accelerate and transformers from the source and make sure you have installed the latest ver...

A reusable Python class for sending Slack messages | by Ramindu Deshapriya

24Nov

By Ramindu DeshapriyaNo Comments

best chatbot, chatbot, chatbot app, chatbot online, chatbot website, creating chatbots, python-slack-app, robot chat, slack-apps, slack-automation, slack-webhook

A reusable Python class for sending Slack messages | by Ramindu Deshapriya

Use a Slack app to send useful notifications to your organization’s Slack channelsPhoto by Pankaj Patel on UnsplashThe code for this article can be found here.I have a lot of automated jobs running as part of my day-to-day operational activities. Most of these are Python applications are doing transformations on data, running machine learning models on batches of data as well as other activities that run on a schedule. Now, we have extensive logging going out from these applications to an ELK stack, but I like to have something I can look at on my phone to see whether a job ran on time or if it errored out. Enter Slack with their Messaging API, which I have used to set up a small reusable Python class that I can integrate in to all my apps to send messages on how scheduled runs went. This ...

I Wrote a Wordscapes Bot in Python, And Became a Screenshot Hoarder | by Matt Kornfield | Oct, 2022

1Nov

By Matt KornfieldNo Comments

best chatbot, bots, chatbot, chatbot app, chatbot online, chatbot website, creating chatbots, pyautogui, python, python-automation, robot chat, wordscapes

I Wrote a Wordscapes Bot in Python, And Became a Screenshot Hoarder | by Matt Kornfield | Oct, 2022

Hey, bots should be allowed to have leisure time too!Photo by Daniel Klein on UnsplashI wrote an article explaining how I built a simple anagram solver for Wordscapes. But then I got stupidly obsessed with how I could take my cheating to the next level. I didn’t want to swipe anymore! But what could I use to swipe the screen for my lazy behind?Enter pyautoguiIt’s a Python library that lets you, among other things, screenshot and click around a screen on different platforms. There are faster platform specific options but for my needs this was more than sufficient.If a pictures worth a thousand words, then a gif is worth 1000s of words yeah?Yes I have a tab open for how to screen record. OBS ftw!How does it work? Let me break it down for you. (All the code is here.)A Dumb SolverThe very firs...

How to Create a AI Chatbot in Python (Flask Framework) | by Devashish Datt Mamgain | Sep, 2022

22Sep

By Devashish Datt MamgainNo Comments

ai bot, ai chat, ai chatbot, ai-chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, flask-framework, python, robot chat

How to Create a AI Chatbot in Python (Flask Framework) | by Devashish Datt Mamgain | Sep, 2022

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 Flask Python Framework and the Kompose Bot, you will be able to build intelligent chatbots.In this post, we will learn how to add a Kompose chatbot to the Python framework Flask.Create A Chatbot NowPre-requisites:You will need a Kommunicate account for deploying the python chatbot.Kommunicate is a no-code, hybrid chatbot platform that is built over a powerful Conversational AI system.Also, you will need Python and the Flask framework installed on your system. To read more info about the Flask framework, please follow this link.We will be using Flask in this tutorial. If you are looking to add Dialogflow chatbot to th...

How to Create a AI Chatbot in Python Framework | by Devashish Datt Mamgain | Jun, 2022

28Jun

By Devashish Datt MamgainNo Comments

ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbot-in-python, chatbots, conversation with ai, creating chatbots, how-to, python, robot chat

How to Create a AI Chatbot in Python Framework | by Devashish Datt Mamgain | Jun, 2022

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 Flask Python Framework and the Kompose Bot, you will be able to build intelligent chatbots.In this post, we will learn how to add a Kompose chatbot to the Python framework Flask.Pre-requisites:You will need a Kommunicate account for deploying the python chatbot.Kommunicate is a no-code, hybrid chatbot platform that is built over a powerful Conversational AI system.Also, you will need Python and the Flask framework installed on your system. To read more info about the Flask framework, please follow this link.We will be using Flask in this tutorial. If you are looking to add Dialogflow chatbot to the Django framework, ...

Create Slack Bot Using Python Tutorial with Examples | by Pragnakalp Techlabs

22Jun

By Pragnakalp TechlabsNo Comments

ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbot-development, conversation with ai, creating chatbots, how-to, nlp, python, robot chat

Create Slack Bot Using Python Tutorial with Examples | by Pragnakalp Techlabs

Slack is a useful tool for remote teams to interact more quickly and keep documents in one location. Slackbot is helpful for creating automatic messages for many purposes.Here in this tutorial, we will learn how we can create a bot in slack and add it to our channel and get the text response from the bot, and further how we can get an image, video, audio, or file through the bot.Chatbots, AI & VOICE Conference 2022 (chatbotconference.com)In addition to that, we will also learn how to save the file sent by the user in the channel to the bot on the server-side. Here we will also learn how we can get customized responses from the bot such as buttons and polls.Here we learn how we can get different types of responses from the bot such as:TextImageVideoDocumentAudioButtonsPollStep 1: Open s...

Create WhatsApp Bot with Twilio Using Python Tutorial with Examples | by Pragnakalp Techlabs

21Jun

By Pragnakalp TechlabsNo Comments

ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, discord chat bot, how-to, nlp, python, robot chat

Create WhatsApp Bot with Twilio Using Python Tutorial with Examples | by Pragnakalp Techlabs

WhatsApp is unarguably the most popular messaging app which helps people to connect across the globe. It is absolutely fair to say WhatsApp is becoming an integral part of our life. The Platform has more than two billion monthly active users. With this much potential user base, any business cannot afford to ignore WhatsApp. We all are experiencing how beautifully businesses are leveraging platforms to engage with their customers.Furthermore, many businesses are using a WhatsApp Chatbot to automate various business operations to provide a better experience to users. There are many platforms such as Twilio which allow businesses to integrate the chatbot on WhatsApp.In this tutorial, we will learn how to connect our WhatsApp account with Twilio sandbox and further how we can send different re...

26Apr

By Devashish Datt MamgainNo Comments

ai, best chatbot, chatbot, chatbot app, chatbot online, chatbot website, chatbots, creating chatbots, flask-framework, google chat bots, phython, robot chat

Create a Chatbot in Python using Flask Framework in 2022 [Step By Step]

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.Pre-requisites:You will need a Dialogflow account, and 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.Steps to Add Dialogflow Chatbot to Python Framework...

25Apr

By Pragnakalp TechlabsNo Comments

best chatbot, chatbot, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbot-development, chatbots-for-business, conversational-ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, robot chat, telegram-bot, virtual-assistant

Create Telegram Bot Using Python Tutorial with Examples

IntroductionFor engaging conversations, the automated chatbot is really beneficial. On platforms such as Facebook, Google, and others, we can develop chatbots. In this tutorial, we will learn about how we can create a Telegram chatbot and use it to prepare text messages with rich responses.Here we learn how we can get different types of responses from the bot such as:TextImageVideoDocumentAudioPollQuick reply ButtonsButtons with the linksSteps to create a Telegram BotFollow the below instructions to make a Telegram chatbot.Step 1: Open your telegram account and in the search bar type “BotFather”.Step 2: Click on the “BotFather” and Click on the “Start” button.Step 3: Type “/newbot”.Step 4: Type your unique bot name.Step 5: Now type a unique username for your bot.Remember: username must end...

How to build a chatbot using Rasa and Python | by Arya Pandey | Sep, 2021

17Oct

By Arya PandeyNo Comments

ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, projects, python, rasa, robot chat

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 yo...

How to Integrate Dialogflow Chatbot to Python Frameworks | by Devashish Datt Mamgain | Jul, 2021

27Jul

By Devashish Datt MamgainNo Comments

ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbot-development, chatbots, conversation with ai, creating chatbots, developer, google chat bots, python, robot chat

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 can t...

Dialogflow Tutorial: Increase webhook timeout limit of 5 seconds using Python | by Pragnakalp Techlabs | Mar, 2021

29Mar

By Pragnakalp TechlabsNo Comments

best chatbot, chatbot, chatbot app, chatbot online, chatbot website, chatbot-development, chatbots, creating chatbots, dialogflow, google chat bots, python, robot chat, webhooks

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 fu...

Build Twilio Autopilot Chatbot for SMS and Whatsapp using Python | by Pragnakalp Techlabs | Dec, 2020

29Dec

By Pragnakalp TechlabsNo Comments

ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbot-development, chatbots, conversation with ai, creating chatbots, dialogflow, python, robot chat

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), select ...