AWS Machine Learning Blog

MAY 1, 2024

Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment.

Chatbots 119

Chatbots Automation Machine Learning DevOps 119

IBM Journey to AI blog

FEBRUARY 23, 2024

This class of AI-based tools, including chatbots and virtual assistants, enables seamless, human-like and personalized exchanges. NLG allows conversational AI chatbots to provide relevant, engaging and natural-sounding answers. Conversational AI represents more than an advancement in automated messaging or voice-activated applications.

Conversational AI 291

Conversational AI NLP Chatbots AI 291

Towards AI

JANUARY 16, 2025

Source: UC Berkeley Types of AI Agents World Economic Forum has categorized AI agents into the following types: 1. Examples: Keyword-based spam filters Preprogrammed chatbots Automated email replies 2. Examples: AI chess engines Route optimization systems Customer service chatbots 4.

AI 98

AI AI Chatbots Large Language Models 98

Chatbots Life

MAY 19, 2023

Automation rules today’s world. A chatbot is a technological genie that uses intelligent automation, ML, and NLP to automate tasks. It adds a digital flavor by automating your day-to-day IT tasks to help businesses work smarter. 20–50% of help desk calls are requested to change passwords.

Chatbots 69

Chatbots Automation Auto-complete NLP 69

AWS Machine Learning Blog

NOVEMBER 1, 2024

The company identifies opportunities to automate claims processing, provide personalized policy recommendations, and improve risk assessment for clients across various regions. This tagging structure categorizes costs and allows assessment of usage against budgets.

Generative AI 131

Generative AI Metadata Categorization AI 131

Chatbots Life

MAY 25, 2023

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. Let us have a look at some of the features: Chatathon by Chatbot Conference 1.

Chatbots 90

Chatbots Automation Categorization NLP 90

IBM Journey to AI blog

MAY 17, 2024

  In the context of this rapid advancement, generative AI and automation have the capacity to create more fundamentally relevant and contextually appropriate buying experiences. Traditional AI can enhance international purchasing by automating tasks such as currency conversions and tax calculations.

Generative AI 204

Generative AI Automation AI AI 204

IBM Journey to AI blog

DECEMBER 20, 2023

And retailers frequently leverage data from chatbots and virtual assistants, in concert with ML and natural language processing (NLP) technology, to automate users’ shopping experiences. Regression algorithms —predict output values by identifying linear relationships between real or continuous values (e.g.,

Machine Learning 230

Machine Learning Neural Network Algorithm Computer Vision 230

AssemblyAI

MAY 14, 2024

integrates with popular conferring tools to automate capturing and analyzing meeting conversations. Solutions like this save educators time by automating the scoring process and providing actionable data for targeted interventions that better support reading growth.     Fireflies.ai    3. Video Editing Veed.io

Natural Language Processing 147

Natural Language Processing Automation Robotics Categorization 147

IBM Journey to AI blog

JULY 17, 2023

Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries. The LLM solution has resulted in an 80% reduction in manual effort and in 90% accuracy of automated tasks.

Generative AI 171

Generative AI Auto-complete Automation AI 171

Unite.AI

NOVEMBER 23, 2023

A study by CCW Digital reveals that up to 62% of contact centers are looking into investing in automation and AI. At the same time, many consumers are willing to use self-service options or chat with chatbots, especially if it helps them skip lengthy wait times. This is particularly true for teams handling sensitive client data.

Automation 157

Automation AI AI Categorization 157

Towards AI

JANUARY 23, 2025

Smolagents + Web Scraper + DeepSeek V3 Python = Powerful AI Research Agent By Gao Dalie () This article provides a tutorial on creating a multi-agent chatbot using Smolagents, a Python library for building AI agents, combined with web scraping and the DeepSeek V3 language model. Our must-read articles 1.

Neural Network 93

Neural Network Computer Vision LLM AI 93

IBM Journey to AI blog

SEPTEMBER 3, 2024

This improvement will lead to the automation of low-level tasks and the augmentation of human abilities, enabling workers to accomplish more with greater proficiency. When a customer submits a request, the LLM processes the inquiry, categorizes the issue, and triggers specific agents to handle various tasks.

Generative AI 308

Generative AI LLM Large Language Models AI 308

Aiiot Talk

JUNE 17, 2024

It’s useful for chatbots and personalized email campaigns. Text annotation can also include categorizing customer inquiries to improve customer service. Efficient workflows and automation can speed things up. Here’s how to tackle them: Cost : Annotating large datasets can be pricey. Time : Annotation takes time.

Categorization 130

Categorization AI AI Artificial Intelligence 130

IBM Journey to AI blog

AUGUST 28, 2023

Some common techniques include the following: Sentiment analysis : Sentiment analysis categorizes data based on the nature of the opinions expressed in social media content (e.g., It also automates tasks like information extraction and content categorization. positive, negative or neutral).

Data Mining 170

Data Mining Convolutional Neural Networks Categorization Machine Learning 170

Unite.AI

FEBRUARY 26, 2024

In the spotlight of the tech world, AI-driven chatbots like ChatGPT are attracting attention, reshaping industries as we know them. The lawsuit emphasised that millions of articles published by media organizations were utilized to train automated chatbots, which now rival the news outlet as a source of dependable information.

Chatbots 157

Chatbots ChatGPT Categorization Deep Learning 157

IBM Journey to AI blog

OCTOBER 16, 2023

Text-based queries are usually handled by chatbots, virtual agents that most businesses provide on their e-commerce sites. Such chatbots ensure that customers don’t have to wait, and even large numbers of simultaneous customers can get immediate attention around the clock and, hopefully, a more positive customer experience.

Machine Learning 131

Machine Learning ML Algorithm Chatbots 131

Heartbeat

JUNE 22, 2023

image by Rakesh Reddy, Author at BotCore Chatbots are transforming how companies communicate with their consumers. These automated technologies can deal with a variety of requests and duties, freeing up human agents to deal with more complicated problems. Sentiment analysis is the determining the attitude or feeling conveyed in a text.

NLP 59

NLP Chatbots Natural Language Processing Machine Learning 59

AWS Machine Learning Blog

MARCH 18, 2025

To increase the accuracy, we categorized the tables in four different types based on the schema and created four JSON files to store different tables. With the aid of a tool like this, you can create automated solutions that are accessible to nontechnical users, empowering them to interact with data more efficiently.

LLM 90

LLM Metadata Large Language Models Python 90

ODSC - Open Data Science

SEPTEMBER 12, 2024

Many are turning to AI’s automation capabilities as a solution. Since NLP can process unstructured audio, video, image, and text data, it is ideal for dynamic use cases like automating banking compliance monitoring. Double-Check Decisions An NLP-powered chatbot or virtual assistant can summarize regulations and answer questions.

NLP 52

NLP Automation Machine Learning Data Science 52

Marktechpost

FEBRUARY 23, 2025

Robotic Process Automation (RPA): Companies like UiPath have applied AI agents to automate routine business processes, allowing human workers to focus on more complex challenges. Resources from DigitalOcean and GitHub help us categorize these agents based on their capabilities and operational approaches.

Natural Language Processing 54

Natural Language Processing Machine Learning AI AI 54

Marktechpost

JULY 13, 2024

At this point in the development of AI, chatbots can comprehend and react to human language, which makes them helpful for various activities like basic information retrieval, customer support, and informal conversation. This grading scheme is similar to the one employed by the auto industry to assess how automated self-driving cars are.

OpenAI 107

OpenAI Auto-classification Conversational AI Categorization 107

Marktechpost

JULY 1, 2024

Automated red-teaming and jailbreaking methods have also been developed, including gradient optimization techniques, inference-based approaches, and attack generation methods such as AUTO DAN and PAIR. This extensive mining process reveals various human-devised jailbreak tactics from real-world user chatbot interactions.

NLP 103

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 103

AssemblyAI

APRIL 9, 2024

Our recently announced speech model Universal-1 sets a new standard for automated speech recognition (ASR) accuracy. Next, there are many further features that AssemblyAI offers beyond transcription to explore, such as: Entity detection to automatically identify and categorize key information.

Python 147

Python Large Language Models Categorization Explainability 147

AWS Machine Learning Blog

AUGUST 2, 2023

The textual description is added as metadata to an Amazon Kendra search index via an automated custom document enrichment (CDE). It allows users to quickly and easily find the images they need without having to manually tag or categorize them. GenAI-based image captioning is particularly useful for automating this laborious process.

Automation 80

Automation Generative AI Metadata Machine Learning 80

Marktechpost

NOVEMBER 25, 2024

For instance, in healthcare, a chatbot utilizing Corrective RAG can provide dosage recommendations for medications and cross-verify these suggestions with medical guidelines. For example, a telecom chatbot might initially misinterpret a user’s query but adapt over time by incorporating frequent corrections into its knowledge base.

Categorization 124

Categorization Chatbots Explainability Generative AI 124

Marktechpost

APRIL 1, 2024

Its integration into LLMs has resulted in widespread adoption, establishing RAG as a key technology in advancing chatbots and enhancing the suitability of LLMs for real-world applications. The RAG research paradigm is continuously evolving, and RAG is categorized into three stages: Naive RAG, Advanced RAG, and Modular RAG.

LLM 122

LLM Metadata Large Language Models Categorization 122

AWS Machine Learning Blog

SEPTEMBER 13, 2024

In industries like insurance, where unpredictable scenarios are the norm, traditional automation falls short, leading to inefficiencies and missed opportunities. This is a smaller version of task automation to fulfill a particular business problem achieved by chaining agents, each performing a set of specific tasks.

Metadata 125

Metadata Automation LLM NLP 125

Artificial Corner

JULY 30, 2023

Deep learning techniques can be used to automate processes that ordinarily require human intellect, such as text-to-sound transcription or the description of photographs. Machine translation, summarization, ticket categorization, and spell-checking are among the examples. What are large language models used for?

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

Marktechpost

JULY 4, 2023

Natural language processing (NLP) activities, including speech-to-text, sentiment analysis, text summarization, spell-checking, token categorization, etc., Regex generation Regular expression generation is time-consuming for developers; however, Autoregex.xyz leverages GPT-3 to automate the process.

Large Language Models 103

Large Language Models BERT Natural Language Processing Categorization 103

Towards AI

FEBRUARY 3, 2024

From Predicting the behavior of a customer to automating many tasks, Machine learning has shown its capacity to convert raw data into actionable insights. NLP Project: Speech recognition, chatbots, …. Even though converting raw data into actionable insights, it is not determined by ML algorithms alone.

Machine Learning 122

Machine Learning Data Scientist NLP ML 122

Explosion

FEBRUARY 15, 2023

The company provides digital and voice concierge services for credit unions and community banks to automate customer questions and workflows on the web, SMS, and messaging apps for tasks like checking hours and making payments. Want to learn how to customize Prodigy for efficient chatbot annotations? In a recent short, Vincent D.

Chatbots 59

Chatbots NLP Data Scientist OpenAI 59

AWS Machine Learning Blog

NOVEMBER 14, 2024

Model risk : Risk categorization of the model version. He has extensive experience automating processes and deploying various technologies. Model stage : Stage where the model version is deployed. For example, development, test, or production. Model status : Status of the model version in a given stage. Madhubalasri B.

ML 87

ML Machine Learning Auto-complete Auto-classification 87

Marktechpost

OCTOBER 5, 2024

ChatGPT-powered chatbots can address frequent inquiries, such as account balances, transaction histories, loan eligibility, and more, significantly reducing the need for human intervention. ChatGPT can assist by categorizing complaints, providing initial responses, and escalating issues to the appropriate teams when necessary.

ChatGPT 102

ChatGPT Categorization Artificial Intelligence Artificial Intelligence 102

Marktechpost

DECEMBER 20, 2024

Whether it’s automating repetitive chores, organizing schedules, or personalizing experiences, AI is becoming an essential part of everyday life, making tasks smarter and more efficient. ChatGPT ChatGPT , developed by OpenAI, is an advanced AI chatbot designed to facilitate natural conversations.

AI Tools 88

AI Tools Automation AI AI 88

TransOrg Analytics

JANUARY 14, 2025

However, the AI landscape is diverse and the term “AI” is an umbrella concept encompassing various approaches, tools, and technologies like Robotic Process Automation (RPA), Agentic AI, Generative AI, and Regular AI. Robotic Process Automation (RPA), Agentic AI, Generative AI, and Regular AI.

Generative AI 52

Generative AI Categorization AI AI 52

Topbots

OCTOBER 4, 2023

Here are a few examples across various domains: Natural Language Processing (NLP) : Predictive NLP models can categorize text into predefined classes (e.g., Automation : Predictive AI can automate many tasks and free up human workers to focus on more strategic and creative work. a social media post or product description).

Generative AI 119

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 119