Analytics Vidhya

NOVEMBER 3, 2023

With some variation, we can create systems to interact with any data (Structured, Unstructured, and Semi-structured) […] The post Mastering Arxiv Searches: A DIY Guide to Building a QA Chatbot with Haystack appeared first on Analytics Vidhya.

Chatbots 306

Chatbots Large Language Models LLM NLP 306

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.

Neural Network 162

Neural Network Machine Learning NLP Natural Language Processing 162

Unite.AI

MARCH 25, 2025

Freddy AI powers chatbots and self-service, enabling the platform to automatically resolve common questions reportedly deflecting up to 80% of routine queries from human agents. Beyond AI chatbots, Freshdesk excels at core ticketing and collaboration features. In addition to chatbots, Algomo provides a full help desk toolkit.

Chatbots 130

Chatbots AI Chatbots Automation AI 130

Towards AI

MAY 13, 2024

OpenAI’s ChatGPT changed that with its incredible reasoning abilities, which allowed a Large Language Model (LLM) to decide how to answer users’ questions on various topics without explicitly programming a flow for handling each topic. You just “prompt” the LLM on which topics to respond to and which to decline and let the LLM decide.

NLP 114

NLP Large Language Models Chatbots LLM 114

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.

LLM 243

LLM Large Language Models Chatbots Natural Language Processing 243

Towards AI

DECEMBER 26, 2024

If you havent already checked it out, weve also launched an extremely in-depth course to help you land a 6-figure job as an LLM developer. But, all the rules of learning that apply to AI, machine learning, and NLP dont always apply to LLMs, especially if you are building something or looking for a high-paying job.

LLM 105

LLM Neural Network NLP Computer Vision 105

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. For instance, consider customer service.

LLM 161

LLM AI AI Python 161

John Snow Labs

AUGUST 22, 2023

John Snow Labs , the award-winning Healthcare AI and NLP company, announced the latest major release of its Spark NLP library – Spark NLP 5 – featuring the highly anticipated support for the ONNX runtime. State-of-the-Art Accuracy, 100% Open Source The Spark NLP Models Hub now includes over 500 ONYX-optimized models.

NLP 98

NLP LLM BERT Chatbots 98

John Snow Labs

JANUARY 25, 2024

The shift across John Snow Labs’ product suite has resulted in several notable company milestones over the past year including: 82 million downloads of the open-source Spark NLP library. The no-code NLP Lab platform has experienced 5x growth by teams training, tuning, and publishing AI models.

NLP 94

NLP LLM Generative AI Large Language Models 94

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. But, how to determine how much data one needs to train an LLM? When training a model, its size is only one side of the picture.

Large Language Models 363

Large Language Models Neural Network LLM ChatGPT 363

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.

LLM 52

LLM OpenAI Python Large Language Models 52

Bugra Akyildiz

DECEMBER 28, 2024

Speculative decoding applies the principle of speculative execution to LLM inference. The process involves two main components: A smaller, faster "draft" model The larger target LLM The draft model generates multiple tokens in parallel, which are then verified by the target model. DRAGON can be used as a drop-in replacement for BERT.

LLM 52

LLM Large Language Models BERT Python 52

Towards AI

JANUARY 22, 2025

Setting the Stage: Why Augmentation Matters Imagine youre chatting with an LLM about complex topics like medical research or historical events. Example: Customer Support Chatbots Imagine youre running a business, and customers frequently ask: Whats your return policy? Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Neural Network 105

Neural Network Chatbots Large Language Models NLP 105

Unite.AI

JANUARY 29, 2024

Large language models (LLMs) like GPT-4, Claude, and LLaMA have exploded in popularity. Thanks to their ability to generate impressively human-like text, these AI systems are now being used for everything from content creation to customer service chatbots. So the process is: Pass input prompt to first LLM to generate output.

Large Language Models 289

Large Language Models LLM Automation NLP 289

Unite.AI

JULY 23, 2024

In this comprehensive guide, we'll explore the landscape of LLM serving, with a particular focus on vLLM (vector Language Model), a solution that's reshaping the way we deploy and interact with these powerful models. Example: Consider a relatively modest LLM with 13 billion parameters, such as LLaMA-13B.

LLM 130

LLM Large Language Models Chatbots Artificial Intelligence 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.

Large Language Models 130

Large Language Models LLM Natural Language Processing Auto-complete 130

The MLOps Blog

MARCH 23, 2023

NLP models in commercial applications such as text generation systems have experienced great interest among the user. These models have achieved various groundbreaking results in many NLP tasks like question-answering, summarization, language translation, classification, paraphrasing, et cetera. Consider ChatGPT as an example.

NLP 115

NLP LLM Large Language Models Natural Language Processing 115

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. at Google, and “ Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks ” by Patrick Lewis, et al., Convert an incoming prompt to a graph query, then use the result set to select chunks for the LLM.

LLM 124

LLM NLP Hybrid AI Large Language Models 124

AWS Machine Learning Blog

OCTOBER 17, 2023

To tackle this challenge, Amazon Pharmacy built a generative AI question and answering (Q&A) chatbot assistant to empower agents to retrieve information with natural language searches in real time, while preserving the human interaction with customers. The following figure shows an example from a Q&A chatbot and agent interaction.

LLM 126

LLM Chatbots Explainability Generative AI 126

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.

Natural Language Processing 98

Natural Language Processing NLP Large Language Models Chatbots 98

Towards AI

SEPTEMBER 10, 2023

Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Following this introduction, businesses from all sectors became captivated by the prospect of training LLMs with their data to build their own domain-specific… Read the full blog for free on Medium.

LLM 126

LLM Prompt Engineer Prompt Engineering Large Language Models 126

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). To address these challenges, the paper introduces LAB (Large-scale Alignment for chatbots), a novel methodology for instruction tuning.

Large Language Models 128

Large Language Models LLM Natural Language Processing Chatbots 128

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.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

Towards AI

AUGUST 29, 2024

Ananya.exe is looking for a partner to collaborate on a finance-based project (which involves knowledge of multi-AI agents, RAG pipelines, information retrieval, NLP tasks, end-to-end development and deployment, etc.). It offers an easy-to-use platform that shows chatbot performance using clear metrics and graphs.

LLM 105

LLM ML Machine Learning NLP 105

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. It is a gen AI design pattern that adds external data to the LLM.

Hybrid AI 246

Hybrid AI Large Language Models LLM Natural Language Processing 246

Towards AI

SEPTEMBER 10, 2023

Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Following this introduction, businesses from all sectors became captivated by the prospect of training LLMs with their data to build their own domain-specific… Read the full blog for free on Medium.

LLM 111

LLM Prompt Engineer Prompt Engineering Large Language Models 111

Unite.AI

SEPTEMBER 27, 2023

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. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

Generative AI 304

Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

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. LinkedIn: [link]

Generative AI 52

Generative AI Software Architect Large Language Models Natural Language Processing 52

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No training examples are needed in LLM Development but it’s needed in Traditional Development.

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

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. Check out the Paper.

Algorithm 99

Algorithm LLM Large Language Models NLP 99

Towards AI

AUGUST 18, 2023

Screenshot | Taken By The Author | All rights reserved In October 2022, when I began experimenting with Large Language Models (LLMs), my initial inclination was to explore text completions, classifications, NER, and other NLP-related areas. This transition coincided with an industry buzz around chatbots. Our vision?

LLM 98

LLM Chatbots Large Language Models OpenAI 98

Allen AI

JUNE 19, 2023

How to be mindful of current risks when using chatbots and writing assistants By Maria Antoniak , Li Lucy , Maarten Sap , and Luca Soldaini Have you used ChatGPT, Bard, or other large language models (LLMs)? Have you interacted with a chatbot or used an automatic writing assistant? However, they can also just make stuff up.

Large Language Models 143

Large Language Models LLM Chatbots ChatGPT 143

Chatbots Life

SEPTEMBER 11, 2023

Chatbot on custom knowledge base using LLaMA Index — Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development LlamaIndex is an impressive data framework designed to support the development of applications utilizing LLMs (Large Language Models). It will read and gather all the data from the documents.

Chatbots 52

Chatbots NLP Python Large Language Models 52

Analytics Vidhya

JULY 9, 2024

From their introduction, they have been replacing the traditional rule-based chatbots. LLMs have a better ability to understand text and can create natural conversations, so they are replacing the conventional chatbots. But […] The post How to get Started with Gemini Flash 1.5’s ’s Code Execution Feature?

Large Language Models 220

Large Language Models Natural Language Processing Chatbots LLM 220

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. The chatbot handles document uploads, extracts information, and generates responses based on user queries and conversation history. Good morning, AI enthusiasts!

Deep Learning 72

Deep Learning Computer Vision Large Language Models Explainability 72

TheSequence

JANUARY 12, 2025

Built for the new GeForce RTX 50 Series GPUs, NIM offers pre-built containers powered by NVIDIA's inference software, including Triton Inference Server and TensorRT-LLM. 🤖 AI Tech Releases NVIDIA Nemotron Models NVIDIA released Llama Nemotron LLM and Cosmos Nemotron vision-language models. Cohere released its ReRank 3.5

Robotics 72

Robotics LLM Large Language Models AI 72

Unite.AI

AUGUST 1, 2023

GPT-4: Prompt Engineering ChatGPT has transformed the chatbot landscape, offering human-like responses to user inputs and expanding its applications across domains – from software development and testing to business communication, and even the creation of poetry.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246