Analytics Vidhya

NOVEMBER 24, 2023

Leveraging Large Language Models (LLMs) such as OpenAI’s GPT-3.5 This article explores the application of LLMs in automating ticket triage, providing a seamless and efficient solution for customer support teams. Introduction In the fast-paced world of customer support efficiency and responsiveness are paramount.

Automation 279

Automation Large Language Models OpenAI BERT 279

Unite.AI

NOVEMBER 1, 2024

This change is driven by the evolution of Large Language Models (LLMs) into active, decision-making entities. These models are no longer limited to generating human-like text; they are gaining the ability to reason, plan, tool-using, and autonomously execute complex tasks.

Large Language Models 182

Large Language Models AI AI Automation 182

Unite.AI

JUNE 12, 2024

Using Large Language Models (LLMs), BlinqIO's AI test engineer understands requirements, creates automation code, and supports over 50 languages. The AI-driven approach provides continuous, 24/7 testing, giving immediate feedback to developers and eliminating the traditional bottlenecks in test automation.

Automation 264

Automation Software Development Large Language Models AI 264

Analytics Vidhya

JUNE 10, 2023

However, analyzing large amounts of data can be a time-consuming and daunting task. That’s where automation comes into play. With the help of frameworks like Langchain and Gen AI, you can automate your data analysis and save valuable time. In […] The post How to Automate Data Analysis with Langchain?

Data Analysis 301

Data Analysis Automation Large Language Models AI 301

IBM Journey to AI blog

JANUARY 29, 2024

This technological revolution is now possible, thanks to the innovative capabilities of generative AI powered automation. IBM watsonx Orchestrate delivers conversational AI and automation capabilities to transform how work gets done in the enterprise, through a unified user management experience.

Automation 287

Automation Generative AI Conversational AI Natural Language Processing 287

Analytics Vidhya

JUNE 25, 2024

With the aid of AI and NLP innovations like LangChain and […] The post Automating Web Search Using LangChain and Google Search APIs appeared first on Analytics Vidhya. Researchers and innovators are creating a wide range of tools and technology to support the creation of LLM-powered applications.

Automation 285

Automation NLP Artificial Intelligence Artificial Intelligence 285

Analytics Vidhya

AUGUST 29, 2024

Introduction LLMs are all the rage, and the tool-calling feature has broadened the scope of large language models. Instead of generating only texts, it enabled LLMs to accomplish complex automation tasks that were previously impossible, such as dynamic UI generation, agentic automation, etc.

Large Language Models 249

Large Language Models Automation Generative AI Python 249

Analytics Vidhya

OCTOBER 10, 2024

Introduction Language-Integrated Data Analysis (LIDA) is a powerful tool designed to automate visualization creation, enabling the generation of grammar-agnostic visualizations and infographics.

Automation 204

Automation Data Analysis Large Language Models LLM 204

Analytics Vidhya

SEPTEMBER 18, 2024

Throughout 2023, efforts concentrated on leveraging large language models (LLMs) to manage vast data and automate processes, leading to the development of Retrieval-Augmented Generation (RAG).

Large Language Models 250

Large Language Models Automation Generative AI ChatGPT 250

Analytics Vidhya

JULY 15, 2024

Introduction LLMs (large language models) are becoming increasingly relevant in various businesses and organizations. Integrating with various tools allows us to build LLM applications that can automate tasks, provide […] The post What are Langchain Document Loaders? appeared first on Analytics Vidhya.

Large Language Models 241

Large Language Models LLM Automation Deep Learning 241

Analytics Vidhya

SEPTEMBER 20, 2024

Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

LLM 243

LLM Large Language Models Chatbots Automation 243

Unite.AI

JUNE 13, 2024

Protecting digital assets requires harnessing the power of AI and automation while ensuring skilled human analysts remain integral to the security posture. Leveraging AI and Automation Deploying AI and machine learning (ML) models tailored to each of these attack classes is critical for proactive threat detection and prevention.

Automation 195

Automation AI Automation ML AI 195

Analytics Vidhya

MARCH 14, 2024

Introduction The field of large language models (LLMs) like Anthropic’s Claude AI holds immense potential for creative text generation, informative question answering, and task automation. However, unlocking the full capabilities of these models requires effective user interaction.

Large Language Models 269

Large Language Models Automation AI AI 269

Flipboard

NOVEMBER 21, 2024

We use Amazon SageMaker Pipelines , which helps automate the different steps, including data preparation, fine-tuning, and creating the model. We use the open source library fmeval to evaluate the model and register it in the Amazon SageMaker Model Registry based on its performance.

Large Language Models 132

Large Language Models Automation LLM ML 132

Marktechpost

OCTOBER 23, 2024

Utilizing Large Language Models (LLMs) through different prompting strategies has become popular in recent years. Differentiating prompts in multi-turn interactions, which involve several exchanges between the user and model, is a crucial problem that remains mostly unresolved.

Large Language Models 131

Large Language Models LLM Inference Engine Algorithm 131

Analytics Vidhya

NOVEMBER 1, 2023

Introduction Large Language Models (LLMs) and Generative AI represent a transformative breakthrough in Artificial Intelligence and Natural Language Processing.

Natural Language Processing 288

Natural Language Processing Large Language Models Artificial Intelligence Artificial Intelligence 288

Unite.AI

AUGUST 29, 2024

Building on these developments, Sakana AI Lab has developed an AI system called The AI Scientist, which aims to automate the entire research process, from generating ideas to drafting and reviewing papers. In this article, we’ll explore this innovative approach and challenges it faces with automated research.

Automation 173

Automation Generative AI AI AI 173

Unite.AI

SEPTEMBER 19, 2024

Their solution is to integrate large language models (LLMs) like ChatGPT into autonomous driving systems.' The Power of Natural Language in AVs LLMs represent a leap forward in AI's ability to understand and generate human-like text. The vehicle drives according to instructions generated from the large language models.

LLM 328

LLM Large Language Models Artificial Intelligence Artificial Intelligence 328

AI News

OCTOBER 28, 2024

While acknowledging they are in the early stages, the team remains optimistic that scaling could lead to breakthrough developments in robotic policies, similar to the advances seen in large language models. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

Robotics 302

Robotics Big Data Large Language Models Automation 302

Unite.AI

FEBRUARY 7, 2024

MLOps are practices that automate and simplify ML workflows and deployments. MLOps make ML models faster, safer, and more reliable in production. But more than MLOps is needed for a new type of ML model called Large Language Models (LLMs).

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

AI News

JUNE 14, 2024

Researchers have introduced a novel approach called natural language embedded programs (NLEPs) to improve the numerical and symbolic reasoning capabilities of large language models (LLMs). Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

Computational Linguistics 284

Computational Linguistics Large Language Models Big Data ChatGPT 284

Unite.AI

JUNE 11, 2023

The AI's input was particularly beneficial during the conceptual phase, as it provided cross-disciplinary insights and suggested economically valuable crops for automation. For example, the chat robot taught us which crop would be most economically valuable to automate.”

Robotics 363

Robotics ChatGPT Large Language Models OpenAI 363

AI News

SEPTEMBER 10, 2024

Sony Research and AI Singapore (AISG) will collaborate on research for the SEA-LION family of large language models (LLMs). SEA-LION, which stands for Southeast Asian Languages In One Network, aims to improve the accuracy and capability of AI models when processing languages from the region.

Large Language Models 284

Large Language Models Big Data LLM AI 284

AssemblyAI

MAY 4, 2023

Thankfully, significant strides in AI research–like the research behind Stable Diffusion, modern Large Language Models, and Poisson Flow Generative Models–have now made AI a formidable co-pilot to help companies ask the right questions, make sense of patterns, and build better products.

Large Language Models 275

Large Language Models Data Analysis AI AI 275

IBM Journey to AI blog

NOVEMBER 13, 2023

Developed internally at Google and released to the public in 2014, Kubernetes has enabled organizations to move away from traditional IT infrastructure and toward the automation of operational tasks tied to the deployment, scaling and managing of containerized applications (or microservices ).

DevOps 323

DevOps Software Development Automation Machine Learning 323

AI News

AUGUST 9, 2024

Alibaba Cloud’s Qwen team has unveiled Qwen2-Math, a series of large language models specifically designed to tackle complex mathematical problems. See also: Paige and Microsoft unveil next-gen AI models for cancer diagnosis Want to learn more about AI and big data from industry leaders?

Big Data 320

Big Data Large Language Models AI AI 320

AI News

NOVEMBER 28, 2024

In recent times, AI lab researchers have experienced delays in and challenges to developing and releasing large language models (LLM) that are more powerful than OpenAI’s GPT-4 model. First, there is the cost of training large models, often running into tens of millions of dollars.

Large Language Models 268

Large Language Models OpenAI Big Data AI Modeling 268

AWS Machine Learning Blog

JANUARY 7, 2025

Large language models (LLMs) have demonstrated promising capabilities in machine translation (MT) tasks. Depending on the use case, they are able to compete with neural translation models such as Amazon Translate. One of LLMs most fascinating strengths is their inherent ability to understand context.

Large Language Models 87

Large Language Models Prompt Engineer Prompt Engineering Metadata 87

Marktechpost

SEPTEMBER 8, 2024

The competition to develop the most advanced Large Language Models (LLMs) has seen major advancements, with the four AI giants, OpenAI, Meta, Anthropic, and Google DeepMind, at the forefront. The HumanEval benchmark evaluates a model’s ability to generate accurate code across multiple programming tasks.

Large Language Models 142

Large Language Models LLM AI AI 142

Unite.AI

OCTOBER 23, 2024

The rapid development of Large Language Models (LLMs) has brought about significant advancements in artificial intelligence (AI). From automating content creation to providing support in healthcare, law, and finance, LLMs are reshaping industries with their capacity to understand and generate human-like text.

LLM 316

LLM Large Language Models AI AI 316

AI News

NOVEMBER 28, 2024

Alibaba has announced Marco-o1, a large language model (LLM) designed to tackle both conventional and open-ended problem-solving tasks. The comprehensive event is co-located with other leading events including Intelligent Automation Conference , BlockX , Digital Transformation Week , and Cyber Security & Cloud Expo.

LLM 269

LLM Large Language Models Big Data OpenAI 269

Analytics Vidhya

SEPTEMBER 18, 2024

Introduction The capabilities of large language models (LLMs) are advancing rapidly. These range from task automation to workflow optimization. They enable us to build a variety of LLM applications. One exciting application is using LLMs to create an intelligent news digest or newsletter agent.

Large Language Models 206

Large Language Models LLM Automation AI 206

AI News

OCTOBER 25, 2023

At the core of DEPT®’s approach is the strategic utilisation of large language models. DEPT® harnesses large language models to disseminate highly targeted, personalised messages to expansive audiences. DEPT® employs automated testing to ensure responses align with expectations.

Large Language Models 251

Large Language Models Big Data Explainability AI 251

Unite.AI

SEPTEMBER 27, 2023

The success of ChatGPT opened many opportunities across industries, inspiring enterprises to design their own large language models. Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

Analytics Vidhya

OCTOBER 15, 2024

Introduction Function calling in large language models (LLMs) has transformed how AI agents interact with external systems, APIs, or tools, enabling structured decision-making based on natural language prompts.

Large Language Models 177

Large Language Models Automation AI AI 177

Unite.AI

MAY 29, 2024

This advancement has spurred the commercial use of generative AI in natural language processing (NLP) and computer vision, enabling automated and intelligent data extraction. Additionally, it poses a security risk when handling sensitive data, making it a less desirable option in the age of automation and digital security.

Data Extraction 273

Data Extraction Neural Network Large Language Models NLP 273

Marktechpost

SEPTEMBER 25, 2024

Microsoft’s release of RD-Agent marks a milestone in the automation of research and development (R&D) processes, particularly in data-driven industries. By automating these critical processes, RD-Agent allows companies to maximize their productivity while enhancing the quality and speed of innovations.

Automation 135

Automation AI Tools Data Mining Large Language Models 135