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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...

How to Create a Healthcare Chatbot Using NLP | by Devashish Datt Mamgain | Mar, 2023

19Mar

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, healthcare, nlp, robot chat

How to Create a Healthcare Chatbot Using NLP | by Devashish Datt Mamgain | Mar, 2023

Ever since its conception, chatbots have been leveraged by industries across the globe to serve a wide variety of use cases. From enabling simple conversations to handling helpdesk support to facilitating purchases, chatbots have come a long way.If you were to put it in numbers, research shows that a whopping 1.4 billion people use chatbots today.Without question, the chatbot presence in the healthcare industry has been booming. In fact, if things continue at this pace, the healthcare chatbot industry will reach $967.7 million by 2027.There are several interesting applications for healthcare chatbots. If you’re curious to know more, simply give our article on the top use cases of healthcare chatbots a whirl.It is also important to pause and wonder how chatbots and conversational AI-powered...

Combining Vision and NLP AI to Navigate the Metaverse | by Bot Libre | Aug, 2022

25Aug

By Bot LibreNo Comments

ai, ai bot, ai chat, ai chatbot, best chatbot, botlibre, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, meta, metaverse, nlp, robot chat

Combining Vision and NLP AI to Navigate the Metaverse | by Bot Libre | Aug, 2022

The goal for innovative and enterprising businesses is to be able to fully participate in the metaverse in order to have immersive interaction with their clients.. To this end industries like health, banking, event planning, retail, gaming and education are all looking for, and investing into artificial intelligence (AI) solutions so they can interact with customers in the metaverse.As the open-source chatbot and AI platform for the metaverse, we at Bot Libre have created AI solutions that allows our bots to navigate the metaverse. We have developed the OMNI deep learning model for metaverse-ready chatbots by combining vision deep learning models with NLP deep learning models to provide multiple senses, integrated learning , awareness and navigation in the Metaverse.This will allow busines...

Here is How NLP Powers Conversational AI? | Editorialge | by Shaip | Jul, 2022

7Aug

By ShaipNo Comments

ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, conversational-ai, creating chatbots, naturallanguageprocessing, nlp, robot chat

Here is How NLP Powers Conversational AI? | Editorialge | by Shaip | Jul, 2022

The ability infused into the machines- making them capable of interacting in the most humane ways possible- has a different kind of high to it. Yet, the question remains, how does conversational AI work in real-time and what kind of technology is powering its very existence.Let’s find out:Simply put, Conversational AI is a segment or sub-domain of Artificial Intelligence — aimed at enabling humans to interact more seamlessly with computing entities.Remember those quirky website chatboxes that return specific answers to even some of the trickiest questions! Well, those are exactly the Conversational AI products we are talking about. Yet, the question remains: how come these chatbots become so perceptive. Surely, it isn’t just about feeding raw training data, like human voice and text, into ...

NLP based Chatbot in PyTorch. Bonus Flask and JavaScript deployment | by Victoria Maslova | Oct, 2021

8Oct

By Victoria MaslovaNo Comments

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

NLP based Chatbot in PyTorch. Bonus Flask and JavaScript deployment | by Victoria Maslova | Oct, 2021

Among the various ways you can improve customer satisfaction, chatbots are a powerful solution to help the customer base. Chatbots are affordable, help scale your business, fully customizable, help your customers find the right products/services, and help build trust for your business. To prove this I’ll go through following content:What is a machine learning chatbot?Why chatbots are important in different business spheres?Build you own NLP based chatbot using PyTorch.Deploy chatbot in Javascript and Flask.A chatbot (Conversational AI) is an automated program that simulates human conversation through text messages, voice chats, or both. It learns to do that based on a lot of inputs, and Natural Language Processing (NLP).For the sake of semantics, chatbots and conversational assistants will...

Natural Language Processing (NLP) | Chatbots Life

18Aug

By Aayush JainNo Comments

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Natural Language Processing (NLP) | Chatbots Life

What is Natural Language Processing?NLP is a method or a way in which computer interprets the Human language are perform the task. Alexa, Siri, etc. are some of its example.Let’s start with the Spam Classifier:The spam classifier predicts whether received message is a ham or a spam.Let’s start with the dataset: The dataset consists of 5572 messages and their labels which is either “ham” or “spam”.import pandas as pdmessages = pd.read_csv(“SMSSpamClassifier”,sep=”t”,names=[‘label’,’message’])Now the labels needs to be converted in 0 and 1 labels which can be done using get_dummies() method of pandas library.y = pd.getdummies(messages[‘labels’])y = y.iloc[:1].valuesHere, y wil contain 0 for “ham” labels and 1 for “spam” labels.Now let’s look at independent data i.e. for x. For that 1st we ha...

Which Data Annotation Companies are Best to Provide NLP and Transcription Services ? | by Roger Brown

9Aug

By Roger BrownNo Comments

ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, data-annotation-services, image-processing, nlp, nlp-annotation, nlp-deep-learning, robot chat

Which Data Annotation Companies are Best to Provide NLP and Transcription Services ? | by Roger Brown

Data annotation companies are basically involved in annotating the different types of data available in the various formats like text, images and videos etc. And the data annotation process is done to create the training datasets for machine learning and AI model developments.Labeling the data with added metadata or notes becomes useful for machine learning algorithms. Similarly, images are annotated to make various types of objects recognizable to machines through computer vision technology.And there are many data annotation companies offering this service for AI companies as per their training data requirements and affordability. Cogito is one of the data annotation companies offers the image annotation services for different types of machine learning and AI models.The language or voice ...

Why Do You Need NLP and Machine Learning for Your Chatbot? | by Ashok Sharma | Jul, 2021

19Jul

By Ashok SharmaNo Comments

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

Why Do You Need NLP and Machine Learning for Your Chatbot? | by Ashok Sharma | Jul, 2021

SourceWhen you visit any website, you may have noticed that a pop-up usually appears at the bottom right of the screen. It greets you and welcomes you, and offers assistance while you surf the site. This popup is a Chatbot, also known as a Conversational Marketing Chatbot.These Chatbots are one of the best marketing strategies adopted for enhancing the user experience and business growth. Today’s Chatbots are powered by cutting-edge technologies like NLP (Natural Language Processing) and ML (Machine Learning) that enable businesses to leverage automation to conduct smooth interactions with customers in a more human way.Many brands often use regular Chatbots. These bots are built based on decision trees, but fail to impress the consumer, resulting in poor customer experiences. In addition, ...

How NLP and intents work in customer support automation | by Table Duck | Jun, 2021

28Jun

By Table DuckNo Comments

ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, conversational-ai, creating chatbots, customer-service, customer-support, robot chat

How NLP and intents work in customer support automation | by Table Duck | Jun, 2021

Customer support automation is a hot topic. It saves your business time and money by automating conversations with customers, while still providing a great customer experience. How customer support automation works and how it uses smart technology like NLP and intents is explained in this article. NLP stands for Natural Language Processing. It’s a technology that is used for analyzing human language, either spoken or written. Every sentence is analyzed and scored using Artificial Intelligence and statistical models.These models use previous sentences as a reference and look at the probability that a new sentence is pretty much the same. Let me give you an example. In the database we have the sentence: “I want to know the status of my order”.The intent of this sentence is order_status and a...

4 DO’s and 3 DON’Ts for Training a Chatbot NLP Model | by Florian Treml | Mar, 2021

16Mar

By Florian TremlNo Comments

ai, best chatbot, botium, chatbot, chatbot app, chatbot online, chatbot website, chatbots, creating chatbots, nlp, robot chat, training

4 DO’s and 3 DON’Ts for Training a Chatbot NLP Model | by Florian Treml | Mar, 2021

A quick summary of 7 important DO’s and DON’Ts when training an NLP model for a chatbot. They are best applied before starting a project, but can also help to build a mindset for quality training data in all chatbot project phases.✅DO: think in problem space, not in solution spaceUsers typically think in problem space, not in solution space, and so should you. As a quick example, consider the case of a user who ordered a shirt in an online shop and wants to know when it is expected to arrive. Consider this question:when will my shirt arriveThis is a question from problem space, describing the problem the user wants to be solved, while these are from solution space:what is the estimated shipping timeshow me the order statusThey are describing how your business will react to the probl...

Practical NLP for language learning | by Mateoiaswork | Feb, 2021

20Feb

By MateoiasworkNo Comments

ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, esl, google chat bots, language, linguistics, naturallanguageprocessing, robot chat, technology

Practical NLP for language learning | by Mateoiaswork | Feb, 2021

Using machine language models to help students identify proper nouns: Names, named entities, and the Wheel of Fortune CorpusEnglish Departments haven’t kept up with modern technology. Photo by Amir Tavas on UnsplashWhat is practical NLP?Machine learning and natural language processing have made incredible strides recently, but sometimes they seem a bit ….detached…. from the real world problems faced by low budget ESL teachers and language learners. So, I decided to do a series on practical NLP with a focus on language learning. In this first post I want to:introduce Named Entity Recognition (NER)provide a motivation for using NER to help language learnersshow how easy it is to use Spacy NER in practice.In future posts I will talk about more technical details such as deploying NER as an API...

Natural Language Processing (NLP) Is Driving Intelligent Email Automation | Enterprise Bot | by Enterprise Bot | Dec, 2020

12Jan

By Enterprise BotNo Comments

ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, email-automation, intelligent-automation, naturallanguageprocessing, nlp, robot chat

Natural Language Processing (NLP) Is Driving Intelligent Email Automation | Enterprise Bot | by Enterprise Bot | Dec, 2020

Email is the most preferred communication channel by consumers today while contacting a service provider. Only 35% of companies manage to send out real-time responses that meet customer expectations, 14% don’t respond to customer emails.- Source: Forrester ResearchCreating great customer experiences has become a top priority for businesses today. Due to the rapid shift in customer behavior, they now prefer going after brands delivering great personalized experiences over products and pricing. No matter how good your product is, if the customer email is sitting in a queue for days waiting for responses, it will backfire, causing higher customer churn.86% of buyers are willing to pay additional charges for receiving better customer service today. Per the Walker report 2020, CX will surpass p...

Natural Language Principles. Natural Language Processing (NLP) | by Sangramsing Kayte | Dec, 2020

4Jan

By Sangramsing KayteNo Comments

ai, ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, machine-learning, nlp, robot chat

Natural Language Principles. Natural Language Processing (NLP) | by Sangramsing Kayte | Dec, 2020

Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language. NLP draws from many disciplines, including computer science and computational linguistics, in its pursuit to fill the gap between human communication and computer understanding.Evolution of natural language processingWhile natural language processing isn’t a new science, the technology is rapidly advancing thanks to an increased interest in human-to-machine communications, plus an availability of big data, powerful computing and enhanced algorithms.As a human, you may speak and write in English, Spanish or Chinese. But a computer’s native language — known as machine code or machine language — is largely incomprehensible to most people. At your d...

Use of NLP in Canvas. Abstract | by Yash Choksi | Dec, 2020

26Dec

By Yash ChoksiNo Comments

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

Use of NLP in Canvas. Abstract | by Yash Choksi | Dec, 2020

In this project we are creating prototype and then working model for Canvas school mmannagement application. As we are students of California State University- Los Angeles we are using canvas as our daily class management application which deals managing assignments, homeworks and even discussions on any specific topics and many more. Now it is really overwelming taks to reach out to each and every demand which is createed by different professors. To tackle that problem we are introcuding one solution for voice assistant in canvas application. When anny student login into his account it clearly shows them what are pennding tasks and many more instructions. Wee are also extending our feeatures to read out discussions, give summary of long discussions and for that we are using topic modellin...