Analytics Vidhya

MAY 8, 2023

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence. However, they often fail when tasked with complex operations or logical reasoning.

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ChatGPT Natural Language Processing Large Language Models LLM 288

Flipboard

JANUARY 14, 2025

Moreover, interest in small language models (SLMs) that enable resource-constrained devices to perform complex functionssuch as natural language processing and predictive automationis growing. Through the frontend application, the user prompts the chatbot interface with a question.

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LLM Generative AI Chatbots Large Language Models 142

Marktechpost

JULY 14, 2024

Large language models (LLMs) have shown exceptional capabilities in understanding and generating human language, making substantial contributions to applications such as conversational AI. Chatbots powered by LLMs can engage in naturalistic dialogues, providing a wide range of services. Check out the Paper.

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Natural Language Processing Large Language Models Chatbots LLM 119

Unite.AI

OCTOBER 27, 2024

Developers can easily connect their applications with various LLM providers, databases, and external services while maintaining a clean and consistent API. The framework's modular design allows for easy customization and extension, making it suitable for both simple chatbots and complex AI applications.

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Neural Network Machine Learning NLP Natural Language Processing 162

Analytics Vidhya

JULY 9, 2024

Introduction Large Language Models, the successors to the Transformers have largely worked within the space of Natural Language Processing and Natural Language Understanding. From their introduction, they have been replacing the traditional rule-based chatbots. ’s Code Execution Feature?

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Large Language Models Natural Language Processing Chatbots LLM 220

John Snow Labs

SEPTEMBER 5, 2023

Topics Covered Include Large Language Models, Semantic Search, ChatBots, Responsible AI, and the Real-World Projects that Put Them to Work John Snow Labs , the healthcare AI and NLP company and developer of the Spark NLP library, today announced the agenda for its annual NLP Summit, taking place virtually October 3-5.

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Natural Language Processing NLP Large Language Models Chatbots 98

AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. This concept is not exclusive to natural language processing, and has also been employed in other domains.

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Large Language Models Neural Network LLM ChatGPT 363

Unite.AI

OCTOBER 19, 2023

OpenAI's ChatGPT is a renowned chatbot that leverages the capabilities of OpenAI's GPT models. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. How LLM generates output Once GPT-4 starts giving answers, it uses the words it has already created to make new ones. Showing hidden data.

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Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 277

Unite.AI

JANUARY 2, 2024

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. This step effectively communicates the information and context with the LLM , ensuring a comprehensive understanding for accurate output generation.

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LLM Large Language Models Chatbots Natural Language Processing 243

Marktechpost

DECEMBER 4, 2023

Large Language Models (LLMs) are artificial intelligence models for natural language processing tasks. They have transformed natural language processing with their ability to understand and develop human-like text. These metrics function as standards, assessing how useful the chatbot is.

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Large Language Models LLM Natural Language Processing Chatbots 139

Marktechpost

MARCH 12, 2024

The advent of large language models (LLMs) has ushered in a new era in computational linguistics, significantly extending the frontier beyond traditional natural language processing to encompass a broad spectrum of general tasks.

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Chatbots Computational Linguistics Large Language Models LLM 128

Flipboard

FEBRUARY 10, 2025

Traditional chatbots are limited to preprogrammed responses to expected customer queries, but AI agents can engage with customers using natural language, offer personalized assistance, and resolve queries more efficiently. DeepSeek-R1 is an advanced LLM developed by the AI startup DeepSeek.

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LLM AI AI Python 154

Marktechpost

MARCH 19, 2024

IBM researchers have introduced LAB (Large-scale Alignment for chatbots) to address the scalability challenges encountered during the instruction-tuning phase of training large language models (LLMs). LAB represents a significant step forward in the efficient training of LLMs for a wide range of applications.

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Large Language Models LLM Natural Language Processing Chatbots 130

Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference.

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Large Language Models LLM Natural Language Processing Auto-complete 130

The MLOps Blog

MARCH 20, 2025

TL;DR LLM agents extend the capabilities of pre-trained language models by integrating tools like Retrieval-Augmented Generation (RAG), short-term and long-term memory, and external APIs to enhance reasoning and decision-making. The efficiency of an LLM agent depends on the selection of the right LLM model.

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LLM OpenAI Python Large Language Models 52

Unite.AI

MARCH 11, 2024

Unlike older AI systems that use just one AI model like the Transformer based LLM, CAS emphasizes integration of multiple tools. For instance, a chatbot using retrieval-augmented generation (RAG) can handle missing information gracefully. This flexibility allows for rapid adjustments and improvements.

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AI Modeling Neural Network Large Language Models AI 303

Unite.AI

MARCH 28, 2025

It enables companies and developers to easily create, deploy, and manage intelligent chatbots for customer service, sales, HR, and more. Botpress offers a visual drag-and-drop chatbot builder (the AI Agent Builder) for designing conversation logic and behavior without heavy coding. to power natural language understanding.

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Automation Chatbots AI AI 147

IBM Journey to AI blog

APRIL 26, 2024

The basics of LLMs LLMs are a special class of AI models powering this new paradigm. Natural language processing (NLP) enables this capability. To train LLMs, developers use massive amounts of data from various sources, including the internet. The billions of parameters processed make them so large.

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Hybrid AI Large Language Models LLM Natural Language Processing 246

Flipboard

DECEMBER 6, 2023

Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. We continue to see emerging challenges stemming from the nature of the assortment of datasets available. This post is co-written with Stanislav Yeshchenko from Q4 Inc.

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Chatbots LLM Prompt Engineer Prompt Engineering 163

Marktechpost

MAY 13, 2024

Large language models (LLMs) such as GPT-4 and Llama are at the forefront of natural language processing, enabling various applications from automated chatbots to advanced text analysis. In practice, Vidur has demonstrated substantial cost reductions in LLM deployment. Check out the Paper and GitHub.

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LLM Large Language Models Natural Language Processing Automation 103

Artificial Corner

JULY 30, 2023

So that’s why I tried in this article to explain LLM in simple or to say general language. Photo by Shubham Dhage on Unsplash Introduction Large language Models (LLMs) are a subset of Deep Learning. No training examples are needed in LLM Development but it’s needed in Traditional Development.

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Large Language Models LLM Natural Language Processing Deep Learning 98

O'Reilly Media

NOVEMBER 19, 2024

Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. See the primary sources “ REALM: Retrieval-Augmented Language Model Pre-Training ” by Kelvin Guu, et al., While the overall process may be more complicated in practice, this is the gist.

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LLM NLP Hybrid AI Large Language Models 127

AWS Machine Learning Blog

FEBRUARY 19, 2024

Modern chatbots can serve as digital agents, providing a new avenue for delivering 24/7 customer service and support across many industries. Their popularity stems from the ability to respond to customer inquiries in real time and handle multiple queries simultaneously in different languages.

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Chatbots Data Ingestion Machine Learning Generative AI 123

ODSC - Open Data Science

MARCH 4, 2025

If you have used or heard of OpenAIs ChatGPT chatbot or Googles Gemini Live or IBMs watsonx , these applications are all examples using Generative AI, which run or provide large language models (LLMs)OpenAIs GPT models , Googles Gemini models , and IBMs Granite models respectively.

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Generative AI Software Architect Large Language Models Natural Language Processing 52

Chatbots Life

AUGUST 23, 2024

Large Language Models have emerged as the central component of modern chatbots and conversational AI in the fast-paced world of technology. The use cases of LLM for chatbots and LLM for conversational AI can be seen across all industries like FinTech, eCommerce, healthcare, cybersecurity, and the list goes on.

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Conversational AI Chatbots Large Language Models LLM 72

Topbots

DECEMBER 5, 2023

Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). Top LLM Research Papers 2023 1. The official BLIP-2 implementation is available here on GitHub.

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LLM Large Language Models Natural Language Processing Chatbots 111

Marktechpost

JANUARY 28, 2024

In the evolving landscape of artificial intelligence and natural language processing, utilizing large language models (LLMs) has become increasingly prevalent. This work requires a deep understanding of language and an ability to embody diverse characters consistently. Check out the Paper and Github.

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 133

Flipboard

MARCH 30, 2023

They can ingest huge amounts of data, learn from those datasets to improve the algorithm, and perform a variety of natural language processing tasks. LLMs are gaining traction and attention with the proliferation of technologies such as ChatGPT.

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Large Language Models Natural Language Processing Machine Learning Automation 168

NVIDIA

OCTOBER 23, 2024

To make information about the brain more accessible to STEM students and researchers, the center is developing an AI chatbot — using the Nemotron-4 Hindi NIM microservice — that can answer neuroscience-related questions in Hindi. This builds upon the center’s existing NVIDIA AI-powered knowledge-exploration framework, called Neuro Voyager.

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LLM Generative AI Natural Language Processing Computer Vision 113

Towards AI

MAY 2, 2023

In this post, we explore the concept of querying data using natural language, eliminating the need for SQL queries or coding skills. Natural Language Processing (NLP) and advanced AI technologies can allow users to interact with their data intuitively by asking questions in plain language.

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Chatbots ML ChatGPT Natural Language Processing 98

Unite.AI

JULY 26, 2023

Enterprise developers, for instance, often utilize prompt engineering to tailor Large Language Models (LLMs) like GPT-3 to power a customer-facing chatbot or handle tasks like creating industry-specific contracts. It's a blend of: Understanding of the LLM: Different language models may respond variably to the same prompt.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Marktechpost

JULY 12, 2024

Natural Language Processing (NLP) focuses on the interaction between computers and humans through natural language. It encompasses tasks such as translation, sentiment analysis, and question answering, utilizing large language models (LLMs) to achieve high accuracy and performance.

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Algorithm LLM Large Language Models NLP 101

Unite.AI

DECEMBER 4, 2023

Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts. Despite their excellent language abilities these models are expensive due to high energy consumption, considerable memory requirements as well as heavy computational costs.

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Large Language Models BERT Neural Network Natural Language Processing 217

Topbots

AUGUST 7, 2023

Generated with Midjourney Enterprises in every industry and corner of the globe are rushing to integrate the power of large language models (LLMs) like OpenAI’s ChatGPT, Anthropic’s Claude, and AI12Lab’s Jurassic to boost performance in a wide range of business applications, such as market research, customer service, and content generation.

LLM 98

LLM Large Language Models ML Natural Language Processing 98

Towards AI

MAY 20, 2023

Technical Challenges Building a custom Language Model (LLM) involves challenges related to model architecture, training, evaluation, and validation. Choosing the appropriate architecture and parameters requires expertise, and training custom LLMs demands advanced machine-learning skills.

LLM 98

LLM Large Language Models Chatbots Natural Language Processing 98

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

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Auto-complete ChatGPT Large Language Models Neural Network 240

Towards AI

FEBRUARY 6, 2025

While it is early, this class of reasoning-powered agents is likely to progress LLM adoption and economic impact to the next level. DeepSeek-R1, a newly released open-source large language model, is highlighted for its cost-effectiveness and performance comparable to OpenAIs o1 model. Good morning, AI enthusiasts!

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Deep Learning Computer Vision Large Language Models Explainability 72