AI, Generative AI and LLM - Artificial Intelligence Zone

Decoding Opportunities and Challenges for LLM Agents in Generative AI

Unite.AI

SEPTEMBER 7, 2023

We are seeing a progression of Generative AI applications powered by large language models (LLM) from prompts to retrieval augmented generation (RAG) to agents. In my previous article , we saw a ladder of intelligence of patterns for building LLM powered applications. Let's look in detail.

LLM

LLM Generative AI Large Language Models Responsible AI

30+ LLM Interview Questions and Answers

Analytics Vidhya

APRIL 20, 2024

Introduction Large Language Models (LLMs) are becoming increasingly valuable tools in data science, generative AI (GenAI), and AI. LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing.

LLM

LLM Large Language Models Natural Language Processing Data Analysis

Will LLM and Generative AI Solve a 20-Year-Old Problem in Application Security?

Unite.AI

JUNE 14, 2023

However, a promising new technology, Generative AI (GenAI), is poised to revolutionize the field. This necessitates a paradigm shift in security approaches, and Generative AI holds a possible key to tackling these challenges. The modern LLMs are trained on millions of examples from big code repositories, (e.g.,

LLM

LLM Generative AI Automation Machine Learning

Webinars

How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Leading the Development of Profitable and Sustainable Products

How To Get Promoted In Product Management

MORE WEBINARS

Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcare

Analytics Vidhya

APRIL 24, 2024

Generative AI models hold promise for transforming healthcare, but their application raises critical questions about accuracy and reliability. Hugging Face has launched an Open Medical-LLM Leaderboard aiming to address these concerns.

LLM

LLM Generative AI AI Modeling AI

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

Large Language Models

4 ways generative AI addresses manufacturing challenges

IBM Journey to AI blog

APRIL 15, 2024

Manufacturers are being called to reduce their carbon footprint, adopt circular economy practices and become more eco-friendly in general. An inaccurate AI prediction in a marketing campaign is a minor nuisance, but an inaccurate AI prediction on a manufacturing shopfloor can be fatal.

Generative AI

Generative AI AI AI Large Language Models

Discover New Places on Google Maps with Generative AI

Analytics Vidhya

FEBRUARY 3, 2024

Google Maps is set to revolutionize the way users explore and discover new places through its latest experiment with generative AI. The tech giant is testing a feature that leverages large language models (LLM) to provide detailed search results, catering to individual preferences and enhancing the overall user experience.

Generative AI

Generative AI Large Language Models LLM AI

Building Invoice Extraction Bot using LangChain and LLM

Analytics Vidhya

OCTOBER 1, 2023

The introduction of Generative AI took all of us by storm and many things were simplified using the LLM model. The large language model […] The post Building Invoice Extraction Bot using LangChain and LLM appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Machine Learning Generative AI

The Future of Generative AI Is the Edge

Unite.AI

OCTOBER 19, 2023

The advent of ChatGPT, and Generative AI in general, is a watershed moment in the history of technology and is likened to the dawn of the Internet and the smartphone. This article addresses each of these factors along with motivating examples to move Gen AI compute workloads to the edge.

Generative AI

Generative AI AI AI LLM

LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are less understood.

LLM

What Does Quantum Computing Hold for Generative AI?

Unite.AI

JANUARY 15, 2024

Generative AI , such as large language models (LLMs) like ChatGPT, is experiencing unprecedented growth, as showcased in a recent survey by McKinsey Global. These models, designed to generate diverse content ranging from text and visuals to audio, find applications in healthcare, education, entertainment, and businesses.

Generative AI

Generative AI AI AI AI Modeling

How to Build LLM Apps Using Vector Database?

Analytics Vidhya

OCTOBER 12, 2023

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., LLMs use deep learning techniques to perform natural language processing tasks.

LLM

LLM Natural Language Processing Large Language Models Deep Learning

RAG and Streamlit Chatbot: Chat with Documents Using LLM

Analytics Vidhya

APRIL 30, 2024

Introduction This article aims to create an AI-powered RAG and Streamlit chatbot that can answer users questions based on custom documents. Users can upload documents, and the chatbot can answer questions by referring to those documents.

Chatbots

Chatbots LLM Large Language Models AI

Training Your Own LLM Without Coding

Analytics Vidhya

SEPTEMBER 21, 2023

Introduction Generative AI, a captivating field that promises to revolutionize the way we interact with technology and generate content, has taken the world by storm. We’ll also […] The post Training Your Own LLM Without Coding appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Generative AI AI

Wolfram Research: Injecting reliability into generative AI

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. He’ll say anything that will make him seem clever,” McLoone tells AI News. “It It was certainly inescapable. It doesn’t have to be right.”

Generative AI

Generative AI LLM Big Data Explainability

Modernizing mainframe applications with a boost from generative AI

IBM Journey to AI blog

JANUARY 11, 2024

Overcoming the limitations of generative AI We’ve seen numerous hypes around generative AI (or GenAI) lately due to the widespread availability of large language models (LLMs) like ChatGPT and consumer-grade visual AI image generators.

Generative AI

Generative AI AI AI DevOps

Microsoft Present AI Controller Interface: Generative AI with a Lightweight, LLM-Integrated Virtual Machine (VM)

Marktechpost

FEBRUARY 27, 2024

Researchers from Microsoft present AI Controller Interface (AICI). It seamlessly integrates user-level code with LLMs for output generation in the cloud. It grants granular access to generative AI infrastructure, locally or in the cloud, enabling customized control over LLM processing.

LLM

LLM Generative AI Large Language Models AI

Structured LLM Output Storage and Parsing in Python

Analytics Vidhya

NOVEMBER 4, 2023

Introduction Generative AI is currently being used widely all over the world. The ability of the Large Language Models to understand the text provided and generate a text based on that has led to numerous applications from Chatbots to Text analyzers.

LLM

LLM Python Large Language Models Chatbots

Building an LLM Model using Google Gemini API

Analytics Vidhya

DECEMBER 15, 2023

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space.

LLM

LLM OpenAI ChatGPT AI

New Frontiers in Generative AI — Far From the Cloud

Unite.AI

NOVEMBER 17, 2023

But the same motivations — latency, privacy, cost efficiency — have driven companies like Hailo to develop technologies that enable AI on the edge. Undoubtedly, the next big thing is generative AI. Generative AI presents enormous potential across industries. But what if they didn’t have to?

Generative AI

Generative AI Neural Network Automation AI

Social Impact of Generative AI: Benefits and Threats

Unite.AI

JANUARY 1, 2024

Today, Generative AI is wielding transformative power across various aspects of society. As per eMarketer , Generative AI shows early adoption with a projected 100 million or more users in the USA alone within its first four years. Let’s discuss its positive social impact: 1. just a simple click away.

Generative AI

Generative AI AI AI Large Language Models

Generative AI in the Healthcare Industry Needs a Dose of Explainability

Unite.AI

SEPTEMBER 13, 2023

The remarkable speed at which text-based generative AI tools can complete high-level writing and communication tasks has struck a chord with companies and consumers alike. In this context, explainability refers to the ability to understand any given LLM’s logic pathways.

Explainability

Explainability Generative AI AI Tools AI

Deutsche Telekom and SK Telecom partner on telco-focused LLM

AI News

OCTOBER 23, 2023

SK Telecom and Deutsche Telekom have officially inked a Letter of Intent (LOI) to collaborate on developing a specialised LLM (Large Language Model) tailored for telecommunication companies. This innovative partnership aims to create a telco-specific LLM that empowers global telcos to effortlessly and rapidly construct generative AI models.

LLM

LLM Large Language Models Big Data Generative AI

A Deep Dive into Retrieval-Augmented Generation in LLM

Unite.AI

OCTOBER 2, 2023

Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge. However, crafting an effective prompt is not the full-fledged solution to get what you want from an LLM. Although advanced LLM has built-in mechanisms to recognize and avoid such outputs.

LLM

LLM Prompt Engineer Prompt Engineering Large Language Models

Generative AI Can Change the World – But Only if Data Infrastructure Keeps Up

Unite.AI

AUGUST 15, 2023

Despite the buzz surrounding Generative AI , most industry experts have yet to address a significant question: Is there an infrastructural platform that can support this technology long-term, and if so, will it be sufficiently sustainable to support the radical innovations Generative AI promises?

Generative AI

Generative AI LLM Large Language Models AI

MLPerf Inference v3.1 introduces new LLM and recommendation benchmarks

AI News

SEPTEMBER 12, 2023

The latest release of MLPerf Inference introduces new LLM and recommendation benchmarks, marking a leap forward in the realm of AI testing. What sets this achievement apart is the diverse pool of 26 different submitters and over 2,000 power results, demonstrating the broad spectrum of industry players investing in AI innovation.

LLM

LLM Big Data Computer Vision AI Chatbots

Chain of Verification Implementation Using LangChain Expression Language and LLM

Analytics Vidhya

DECEMBER 14, 2023

Introduction The constant quest for precision and dependability in the field of Artificial Intelligence (AI) has brought in game-changing innovations. These strategies are critical in leading generative models to offer relevant answers to a range of questions.

LLM

LLM Artificial Intelligence Artificial Intelligence Generative AI

Empower Your Research with a Tailored LLM-Powered AI Assistant

Analytics Vidhya

OCTOBER 23, 2023

ResearchBot is a cutting-edge LLM-powered application project that uses the capabilities of OpenAI’s LLM (Large Language Models) with Langchain for Information retrieval.

LLM

LLM Large Language Models OpenAI AI

Basic Tenets of Prompt Engineering in Generative AI

Analytics Vidhya

AUGUST 29, 2023

Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.

Prompt Engineer

Prompt Engineer Prompt Engineering Generative AI ChatGPT

Business use cases for Generative AI

AssemblyAI

MARCH 18, 2024

As businesses integrate this generative AI technology, they also unlock opportunities to enhance operations, improve the customer journey, and drive innovative product development. In this article, you’ll learn more about building with LLMs and the top business use cases for Generative AI tools and applications.

Generative AI

Generative AI Large Language Models AI AI

All You Need to Know About Gemma, the Open-Source LLM Powerhouse

Analytics Vidhya

FEBRUARY 24, 2024

Google has been a frontrunner in AI research, contributing significantly to the open-source community with transformative technologies like TensorFlow, BERT, T5, JAX, AlphaFold, and AlphaCode. What is Gemma LLM?

LLM

LLM BERT Responsible AI AI Researcher

Amazon is building a LLM to rival OpenAI and Google

AI News

NOVEMBER 8, 2023

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. Prasad, as the head scientist of artificial general intelligence (AGI) at Amazon, has unified AI efforts across the company. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

LLM

LLM OpenAI Large Language Models Big Data

Moving Large Language Models (LLM) into Real-World Business Applications

Unite.AI

AUGUST 16, 2023

Every customer conversation or VC pitch involves questions about how ready LLM tech is and how it will drive future applications. Large Language Models and Core Strengths LLMs are good at understanding language, that’s their forte. Then the search results are compiled into a prompt and sent to the LLM mostly as an API call.

Large Language Models

Large Language Models LLM Generative AI ChatGPT

Fundamental Principles of Langchain in LLM Based Application Development

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction We live in an age where large language models (LLMs) are on the rise. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5

LLM

LLM Large Language Models OpenAI ChatGPT

Building End-to-End Generative AI Models with AWS Bedrock

Analytics Vidhya

FEBRUARY 22, 2024

Introduction In the past, Generative AI has captured the market, and as a result, we now have various models with different applications. The evaluation of Gen AI began with the Transformer architecture, and this strategy has since been adopted in other fields. Let’s take an example.

Generative AI

Generative AI AI Modeling AI AI

Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System

Analytics Vidhya

NOVEMBER 20, 2023

Introduction This article concerns building a system based upon LLM (Large language model) with the ChatGPT AI-1. Considering the enormity of the topic, […] The post Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System appeared first on Analytics Vidhya.

LLM

LLM ChatGPT Prompt Engineer Prompt Engineering

IBM watsonx Assistant: Driving generative AI innovation with Conversational Search

IBM Journey to AI blog

OCTOBER 10, 2023

Generative AI has taken the business world by storm. Organizations around the world are trying to understand the best way to harness these exciting new developments in AI while balancing the inherent risks of using these models in an enterprise context at scale.

Generative AI

Generative AI Large Language Models LLM AI

Observe.ai unveils 30-billion-parameter contact center LLM and a generative AI product suite

Flipboard

JUNE 20, 2023

today introduced its contact center large language model (LLM), with a 30-billion-parameter capacity, along with a generative AI suite designed to enhance agent performance. The company claims that in contrast to models like GPT, its proprietary LLM is … Conversation intelligence platform Observe.ai

LLM

LLM Generative AI Large Language Models AI

With Generative AI Advances, The Time to Tackle Responsible AI Is Now

Unite.AI

OCTOBER 20, 2023

AI models in production. Today, seven in 10 companies are experimenting with generative AI, meaning that the number of AI models in production will skyrocket over the coming years. As a result, industry discussions around responsible AI have taken on greater urgency. In 2022, companies had an average of 3.8

Responsible AI

Responsible AI Generative AI AI AI

Kamal Ahluwalia, Ikigai Labs: How to take your business to the next level with generative AI

AI News

APRIL 17, 2024

AI News caught up with president of Ikigai Labs, Kamal Ahluwalia, to discuss all things gen AI, including top tips on how to adopt and utilise the tech, and the importance of embedding ethics into AI design. How would you describe the current generative AI landscape, and how do you envision it developing in the future?

Generative AI

Generative AI Big Data AI AI

Generative AI and resilient hybrid cloud systems

IBM Journey to AI blog

OCTOBER 24, 2023

AI solutions for hybrid cloud system resiliency Now let’s look at some potential mitigating solutions for outages in hybrid cloud systems. Generative AI, along with other automation, can help greatly speed up phase gate decision-making (e.g., reviews, approvals, deployment artifacts, etc.),

Generative AI

Generative AI AI AI Automation

Learn Generative AI With Google

Unite.AI

JULY 11, 2023

The Artificial Intelligence (AI) ecosystem has evolved rapidly in the last five years, with Generative AI (GAI) leading this evolution. In fact, the Generative AI market is expected to reach $36 billion by 2028 , compared to $3.7 However, advancing in this field requires a specialized AI skillset.

Generative AI

Generative AI BERT Natural Language Processing Large Language Models

Apple Enters the Generative AI Race with ‘AppleGPT’ Chatbot

Analytics Vidhya

JULY 20, 2023

Tech giant Apple is forging ahead with its highly anticipated AI-powered chatbot, tentatively named “AppleGPT.” ” This revolutionary project, which utilizes the “Ajax” large language model (LLM) framework powered by Google JAX, has remained a closely guarded secret within the company.

Chatbots

Chatbots Generative AI Large Language Models LLM

How Large Language Models (LLM) Will Power the Apps of the Future

Unite.AI

JUNE 30, 2023

Generative AI and particularly the language-flavor of it – ChatGPT is everywhere. Large Language Model (LLM) technology will play a significant role in the development of future applications. As we get into next phase of AI apps powered by LLMs – following key components will be crucial for these next-gen applications.

Large Language Models

Large Language Models LLM OpenAI Prompt Engineer

Decoding Opportunities and Challenges for LLM Agents in Generative AI

30+ LLM Interview Questions and Answers

Webinars

Trending Sources

Will LLM and Generative AI Solve a 20-Year-Old Problem in Application Security?

Webinars

Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcare

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

4 ways generative AI addresses manufacturing challenges

Discover New Places on Google Maps with Generative AI

Building Invoice Extraction Bot using LangChain and LLM

The Future of Generative AI Is the Edge

LLMs in Production: Tooling, Process, and Team Structure

What Does Quantum Computing Hold for Generative AI?

How to Build LLM Apps Using Vector Database?

RAG and Streamlit Chatbot: Chat with Documents Using LLM

Training Your Own LLM Without Coding

Wolfram Research: Injecting reliability into generative AI

Modernizing mainframe applications with a boost from generative AI

Microsoft Present AI Controller Interface: Generative AI with a Lightweight, LLM-Integrated Virtual Machine (VM)

Structured LLM Output Storage and Parsing in Python

Building an LLM Model using Google Gemini API

New Frontiers in Generative AI — Far From the Cloud

Social Impact of Generative AI: Benefits and Threats

Generative AI in the Healthcare Industry Needs a Dose of Explainability

Deutsche Telekom and SK Telecom partner on telco-focused LLM

A Deep Dive into Retrieval-Augmented Generation in LLM

Generative AI Can Change the World – But Only if Data Infrastructure Keeps Up

MLPerf Inference v3.1 introduces new LLM and recommendation benchmarks

Chain of Verification Implementation Using LangChain Expression Language and LLM

Empower Your Research with a Tailored LLM-Powered AI Assistant

Basic Tenets of Prompt Engineering in Generative AI

Business use cases for Generative AI

All You Need to Know About Gemma, the Open-Source LLM Powerhouse

Amazon is building a LLM to rival OpenAI and Google

Moving Large Language Models (LLM) into Real-World Business Applications

Fundamental Principles of Langchain in LLM Based Application Development

Building End-to-End Generative AI Models with AWS Bedrock

Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System

IBM watsonx Assistant: Driving generative AI innovation with Conversational Search

Observe.ai unveils 30-billion-parameter contact center LLM and a generative AI product suite

With Generative AI Advances, The Time to Tackle Responsible AI Is Now

Kamal Ahluwalia, Ikigai Labs: How to take your business to the next level with generative AI

Generative AI and resilient hybrid cloud systems

Learn Generative AI With Google

Apple Enters the Generative AI Race with ‘AppleGPT’ Chatbot

How Large Language Models (LLM) Will Power the Apps of the Future

Stay Connected