April 7, 2023 2 Comments

Dialogflow CX Tutorial For Beginners Part-1

About Dialogflow Dialogflow CX tutorial for beginners Part 1 Let’s begin the Appointment Chatbot development. 1. Google signup To start using Dialogflow you need to have a Google Account. If you already use Gmail, you can log in using that account. Or you can create a new Google account. 2. Create a Project To start […]

January 10, 2023 No Comments

Build An Automated, AI-Powered Slack Chatbot With ChatGPT Using Flask

In this blog, we will discover how to build a Slack bot, add it to our slack channel, and receive text replies from ChatGPT. Step 1: Create Slack Bot Slack Bot must be created in order to automate messages with ChatGPT. Please follow the directions from steps 1 to 23 in our blog post Slack Bot with Python. […]

January 10, 2023 No Comments

Build An Automated, AI-Powered Telegram Chatbot With ChatGPT Using Flask

This blog describes how you can integrate Telegram and create a python application based on the Flask web framework that can receive user Telegram messages and utilize ChatGPT to respond to those messages in detail. Step 1: Create Telegram Bot In order to automate the messages with ChatGPT, we just need to create the Telegram […]

January 2, 2023 No Comments

Prompt Tuning For Large Language Models With Inference

Introduction Prompt tuning is a technique that uses frozen pre-trained language models to downstream tasks that minimize per-task storage and memory usage during the training phase and this is useful for Large Language Models (LLMs) such as GPT2, T5, GPT-J, GPT-NEO, GPT-NEOX, GPT-20B, GPT3, etc where the model is so large that fine-tuning becomes difficult […]

December 30, 2022 No Comments

Optical Character Recognition With Hugging Face Spaces

What is Hugging Face Hub? The HuggingFace Hub is a platform that allows developers to store and share code, as well as collaborate on Machine Learning projects. It hosts Git-based repositories, a type of version-controlled storage where developers can keep all of their project files. Developers can upload and access cutting-edge models for natural language processing, computer […]

June 24, 2022 No Comments

How To Integrate Dialogflow ES API To Add NLP Capabilities In Your Chatbot?

In our previous tutorial, we have demonstrated how to create chatbots using Python for various channels such as: Telegram Discord Facebook Messenger Slack Whatsapp API Now, all those bots would be good but they will have one limitation. They don’t have NLP capabilities. So, based upon user’s inputs, we’ll be able to provide fixed answers […]

June 18, 2022 No Comments

Exploring The Text Generation With OPT (Open Pre-Trained Transformers)

Introduction Facebook/meta AI has introduced a new large language model trained on billions of parameters called OPT (Open Pre-trained Transformers), ranging from 125M to 175B parameters. It can be used to generate creative text, solve simple math problems, answer reading comprehension questions, and address other Natural Language Processing related issues. We tried a few different […]

April 7, 2022 No Comments

Exploring The Text Generation With GPT-NeoX

In a quest to open source GPT-3 like 175B parameters model, EletutherAI has been doing instrumental work and releasing one model after another. The latest one to come out from their magic box is GPT-NeoX! What is GPT-NeoX? GPT-NeoX or GPT-NeoX-20B model is an Autoregressive Language Model. It is a 20 Billion parameters model trained […]