Friday, May 1Digital Marketing Journals

Tag: Techlabs

Extend Session Timeout For Dialogflow CX | by Pragnakalp Techlabs | Apr, 2024
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Extend Session Timeout For Dialogflow CX | by Pragnakalp Techlabs | Apr, 2024

What is a Session Timeout?Once your webhook service receives a webhook request, it needs to send a webhook response. The following limitations apply to your response:The response must occur within a timeout (max 30 seconds) that you configure when creating the webhook resources, otherwise, the request will time out.The response must be less than or equal to 64 KiB in size.In this, we increase the session timeout above 30 seconds to avoid the error of webhook timeout.Why are we required to increase Session Timeout?When requesting data from an API or retrieving information from databases or AI models like ChatGPT, Claude, Gemini, or LLaMA, there may be delays exceeding the maximum timeout limit of 30 seconds. To prevent encountering a webhook timeout error, extending the session timeout dura...
Build an AI Chatbot using a Generative AI Model with Dialogflow Knowledge Base. | by Pragnakalp Techlabs
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Build an AI Chatbot using a Generative AI Model with Dialogflow Knowledge Base. | by Pragnakalp Techlabs

The exploration focuses on examining the workings of Dialogflow CX, a tool that assists in human-like conversations, and the advanced Gemini Pro model, a highly intelligent AI. It focuses on demonstrating their combined impact in revolutionizing the development of conversational agents. It’s all about how these two join forces to transform how we create these interactive virtual assistants.The weblog will underscore the pivotal role of agent generation in transforming user experiences and optimizing interactions. It will elucidate how the fusion of Dialogflow CX and the Gemini Pro model elevates the creation of conversational agents, making interactions more intuitive, seamless, and human-like.The weblog will provide an in-depth understanding of Dialogflow CX, highlighting its pivotal role...
Chatbot on custom knowledge base using LLaMA Index — Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development | by Pragnakalp Techlabs
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,...
Appointment Booking Chatbot using OpenAI Function Calling and GoHighLevel Calendar | by Pragnakalp Techlabs
ai, best chatbot, chatbot, chatbot app, chatbot online, chatbot website, chatbots, creating chatbots, google chat bots, machine-learning, nlp, openai, robot chat

Appointment Booking Chatbot using OpenAI Function Calling and GoHighLevel Calendar | by Pragnakalp Techlabs

OpenAI has recently launched a range of remarkable enhancements that have left users amazed. Among these additions, the OpenAI function calling feature has emerged as the most prominent addition. With this powerful functionality, developers gain the ability to select and invoke for resolving specific problems. A key aspect of OpenAI’s function calling feature is its seamless integration with external APIs, enabling developers to generate responses by leveraging external services.In our previous blogs, we explored “How To Use OpenAI Function Calling To Create an Appointment Booking Chatbot”. Through this exploration, we created a chatbot that integrates with the Google Calendar API. This integration empowers the chatbot to efficiently handle appointment bookings and harness the full functio...
How to run LLaMA-13B or OpenChat-8192 on a Single GPU — Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development | by Pragnakalp Techlabs | Jul, 2023
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...
Introducing WhatsApp Business: What You Should Know | by Maruti Techlabs | Apr, 2023
best chatbot, chatbot, chatbot app, chatbot messenger, chatbot online, chatbot website, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, robot chat

Introducing WhatsApp Business: What You Should Know | by Maruti Techlabs | Apr, 2023

“In some countries, WhatsApp is like oxygen.” — Jan Koum.And WhatsApp chatbots have become no less than oxygen for businesses, big and small alike. Let us explore the what and how of WhatsApp Business, the benefits of WhatsApp chatbot, and why your business should be on the most popular messaging app.With over 1.5 billion monthly active users spread across 180 countries, WhatsApp has emerged as the global leader in messaging. Even though it initially started as a platform for users to connect with friends and family, a section has slowly evolved into a potential medium for businesses to engage with clients.The rise of Facebook Messenger and chatbots for facilitating business-customer interactions birthed the idea of WhatsApp Business API and WhatsApp Business application. WhatsApp Business...
Benefits of Chatbots: 8 Reasons Why Your Business Needs Them Now | by Maruti Techlabs | May, 2023
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, robot chat

Benefits of Chatbots: 8 Reasons Why Your Business Needs Them Now | by Maruti Techlabs | May, 2023

2.5 billion — that’s how many customer service hours businesses will save by 2023 by adopting chatbots, as Juniper Research estimated. As we know, Chatbot growth has been phenomenal across industries in the last few years.Integrating a robust chatbot into your business has become a great way to offer superior customer service, stay ahead of the competition, and increase engagement between your brand and your customers.With the ever-rising popularity of messaging and social media platforms, chatbots are central to every brand’s messaging.There are multiple benefits of implementing chatbots. The key is how businesses can implement chatbots to enhance customer experience and gain a competitive advantage.Chatathon by Chatbot ConferenceIf you are still wondering why chatbots are important, here...
Build an Automated, AI-Powered WhatsApp Chatbot with ChatGPT using Flask | by Pragnakalp Techlabs | Jan, 2023
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Build an Automated, AI-Powered WhatsApp Chatbot with ChatGPT using Flask | by Pragnakalp Techlabs | Jan, 2023

We all agree to a point that by now we not only have heard about ChatGPT but also got a hands-on experience with it and we Loved it! For those who haven’t got a chance to get in touch with ChatGPT here is a brief introduction: ChatGPT is a large language model trained by OpenAI, and it was designed to assist users by generating human-like text based on the given prompt. It can help with a wide range of tasks, such as answering questions, providing information, and engaging in conversations on a variety of topics.On top of that ChatGPT has left us dumbstruck by generating incredible answers to almost anything, you throw a question and it will provide you with the correct answer that we were finding hard to write.At Pragnakalp we believe in making things user-friendly, since ChatGPT is somet...
Extend Session Timeout for Dialogflow Chatbot | by Pragnakalp Techlabs
best chatbot, chatbot, chatbot app, chatbot online, chatbot website, chatbot-development, chatbots, creating chatbots, dialogflow, nlp, robot chat, sessions

Extend Session Timeout for Dialogflow Chatbot | by Pragnakalp Techlabs

In Dialogflow, the session for agents is maintained by Dialogflow itself. Session continuous the conversation flow between the agent and the user.In the conversation with the chatbot, if a user takes longer than 30 minutes to respond to the agent then the session between the user and the Dialogflow agent will expire. In such cases, the user will have to restart the conversation with the agent from the beginning. So to overcome this problem we need to extend the session for Dialogflow.Suppose the user is talking to a chatbot regarding fashion. During the conversion, the bot asks the user about the size he prefers wearing, for which the user is unsure. So the user confirms his size with his wife and responds after 30 minutes but as the session has expired the flow for the bot will not be con...
Create Slack Bot Using Python Tutorial with Examples | by Pragnakalp Techlabs
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
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...
Appointment Booking Chatbot for Hospitals / Clinics | by Pragnakalp Techlabs | Jul, 2021
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Appointment Booking Chatbot for Hospitals / Clinics | by Pragnakalp Techlabs | Jul, 2021

This pandemic has really taught us so many lessons. Among all the bad things that happened during these terrible times, one thing that proved to be a savior to mankind is the innovation and investment done in the Healthcare IT sector. After the contribution of our frontline workers, Healthcare IT has proved to be the biggest asset a country would ask for.The last few years have been the most encouraging when it comes to innovation in the Healthcare IT sector. Be it telemedicine, Video consultation, Online pharmacies, or rather the entire digital ecosystem of Healthcare. Those innovations came to the rescue in the tough times and now it seems to become increasingly prevalent in different healthcare environments in order to increase the efficiency, quality of care delivered and help reduce c...
How Travel Industry is going to impact from Conversational AI Chatbot | by Pragnakalp Techlabs | Jul, 2021
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How Travel Industry is going to impact from Conversational AI Chatbot | by Pragnakalp Techlabs | Jul, 2021

Automation is one of the current technological trends in the business world. It reduces a company’s resource expenditure and improves productivity. The travel sector has always been one of the early adopters of the latest technologies.In order to be successful in this competitive world, businesses have to observe how customers behave in the market and what are the factors which influence their decision-making. All businesses need to understand the consumer buying process and according to that, businesses need to craft their customer acquisition strategy.Role of Digitalization on Consumer buyingDigitalization has impacted the consumer buying process a lot. In the early days, people used to plan their Holidays with local travel agents. With local travel agents, there are fewer choices/option...
Is Chatbot really the future for small-scale Restaurant/Food outlets? | by Pragnakalp Techlabs | Jun, 2021
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Is Chatbot really the future for small-scale Restaurant/Food outlets? | by Pragnakalp Techlabs | Jun, 2021

Who would have thought a simple tech can integrate your business across platforms like Facebook Messenger, Google Assistant, Website, Telephone, Telegram, SMS, etc. Chatbots have made this possible. Chatbots have been a growing trend for the last few years. Many of us have interacted with a chatbot at some point. As chatbots are getting smarter day by day, it is becoming useful to various industries. Whether you want a chatbot to respond to “life advice” questions in light of the new year or want spiritual guidance for peace of mind or want to book an appointment with the doctor, the chatbot will always grab your attention.One successful restaurant chain businessman from New York has made a startling statement in its annual report. “We believe the development of artificial intelligence and...
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 fu...
Case Study: Building Appointment Booking Chatbot | by Pragnakalp Techlabs | Jan, 2021
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Case Study: Building Appointment Booking Chatbot | by Pragnakalp Techlabs | Jan, 2021

Update: Click here to access our Appointment Booking Chatbot Web Demo.Chatbots are getting popular day by day. Though they are not as perfect as we would like them to be but they can be very useful to both users as well as service providers.Chatbots are currently being used in various industries from ecommerce, Realestate, Logistic, Healthcare to Spirituality with different roles like to answer FAQs, Lead generation, appointment scheduling, customer feedback gathering. Also, it works as a standalone app for eCommerce which can be integrated with different chat channels like Telephone, SMS, Google Assistant, Facebook Messenger, Telegram, Website, etc.WHY APPOINTMENT BOOKING CHATBOT?One of the most prevalent uses of chatbot is to book appointments. Appointment booking chatbots work tremendou...
Setup Twilio Integration on your server to connect Google Dialogflow | by Pragnakalp Techlabs | Dec, 2020
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, google chat bots, robot chat, twilio

Setup Twilio Integration on your server to connect Google Dialogflow | by Pragnakalp Techlabs | Dec, 2020

Dialogflow has discontinued the one-click integration of Twilio for SMS and instead made the Twilio integration available as open source.Here, we take you through the process of setting up Twilio integration on your own server to connect Twilio phone number with the Dialogflow agent.You have created an account with billing enabled for the project on Dialogflow and an agent is ready.You must have an account with Twilio, purchased a mobile number and credits send SMS messages.We are using textnow.com to test our integration create if you don’t have or you can use any other service or your own mobile phone to send the SMS.Installed nodejs on your system and basic knowledge of nodejs.Ngrok is installed in your system.Gcloud cli is installed on your system and your working project is selected.S...
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), select ...