Generative AI and LLM - Artificial Intelligence Zone

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

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

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

Webinars

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

How To Get Promoted In Product Management

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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

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

RAG and Streamlit Chatbot: Chat with Documents Using LLM

Analytics Vidhya

APRIL 30, 2024

The interface will be generated using Streamlit, and the chatbot will use open-source Large Language Model (LLM) models, making […] The post RAG and Streamlit Chatbot: Chat with Documents Using LLM appeared first on Analytics Vidhya.

Chatbots

Chatbots LLM Large Language Models 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

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

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

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

Join Travis Addair, CTO of Predibase, in this exclusive webinar to learn: How guardrails can be used to mitigate risks and enhance the safety and efficiency of LLMs, delving into specific techniques and advanced control mechanisms that enable developers to optimize model performance effectively Why implementing safeguards can significantly improve (..)

Large Language Models

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

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

4 ways generative AI addresses manufacturing challenges

IBM Journey to AI blog

APRIL 15, 2024

The solution lies in generative AI Let’s explore some of the capabilities or use cases where we see the most traction: 1. Summarization Summarization remains the top use case for generative AI (gen AI) technology. Coupled with search and multi-modal interaction, gen AI makes a great assistant.

Generative AI

Generative AI AI AI Large Language Models

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

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. Aarushi Kansal, AI leader, is here to explore ongoing testing and evaluation strategies tailored specifically for LLM-based applications.

LLM

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

Chain of Verification Implementation Using LangChain Expression Language and LLM

Analytics Vidhya

DECEMBER 14, 2023

These strategies are critical in leading generative models to offer relevant answers to a range of questions. One of the biggest barriers to the use of Generative AI in different sophisticated applications is hallucination.

LLM

LLM Artificial Intelligence Artificial Intelligence 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

26 Prompting Principles to Improve LLM Performance

Analytics Vidhya

JANUARY 5, 2024

In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance. How […] The post 26 Prompting Principles to Improve LLM Performance appeared first on Analytics Vidhya.

LLM

LLM Prompt Engineer Prompt Engineering Large Language Models

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. As the share of applications that utilize AI expands, these processors with only CPUs are inadequate. smartphones, desktops, laptops) or in data centers.

Generative AI

Generative AI AI AI LLM

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

Building LLM-Powered Applications with LangChain

Analytics Vidhya

JULY 5, 2023

Among these advancements is the revolutionary Language Model, known as the LLM (Large Language Model), which has completely transformed the way we interact with […] The post Building LLM-Powered Applications with LangChain appeared first on Analytics Vidhya.

LLM

LLM Natural Language Processing Large Language Models NLP

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

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

Marktechpost

FEBRUARY 27, 2024

It grants granular access to generative AI infrastructure, locally or in the cloud, enabling customized control over LLM processing. AICI with a lightweight virtual machine (VM), enabling agile and efficient interaction with LLMs. The researchers have also discussed different use cases.

LLM

LLM Generative AI Large Language Models AI

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

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

Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

Analytics Vidhya

NOVEMBER 23, 2023

So, your […] The post Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting appeared first on Analytics Vidhya. They magically turn spoken words into written notes, letting you easily pick out the gems and create handy bullet points.

LLM

LLM Generative AI Python Machine Learning

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

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. Alongside being a general extension to ChatGPT, the Wolfram plugin can also synthesise code. “It But the LLM is not just about chat,” says McLoone.

Generative AI

Generative AI LLM Big Data Explainability

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

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. No AI bots were used to write this content.

Generative AI

Generative AI AI AI DevOps

Attention Sinks for LLM – Endless Generation

Analytics Vidhya

DECEMBER 24, 2023

This is the promise of attention sinks, a revolutionary method that unlocks endless generation for LLMs. Learning Objectives This article was published as a part of the Data […] The post Attention Sinks for LLM – Endless Generation appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Generative AI Artificial Intelligence

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

Building an Image Data Extractor using Gemini Vision LLM

Analytics Vidhya

DECEMBER 26, 2023

This marks a pivotal moment for the […] The post Building an Image Data Extractor using Gemini Vision LLM appeared first on Analytics Vidhya. However, Google has recently entered the arena with the launch of the Gemini Version of their model, unveiling its API to the public on December 13th.

LLM

LLM Large Language Models OpenAI Data Extraction

Mastering Prompt Engineering for LLM Applications with LangChain

Analytics Vidhya

JULY 28, 2023

Learn to master prompt engineering for LLM applications with LangChain, an open-source Python framework that has revolutionized the creation of cutting-edge LLM-powered applications. Introduction In the digital age, language-based applications play a vital role in our lives, powering various tools like chatbots and virtual assistants.

Prompt Engineer

Prompt Engineer Prompt Engineering LLM Python

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

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. Amazon’s decision to invest heavily in LLMs is part of its broader strategy, as revealed in an earnings call in April. The post Amazon is building a LLM to rival OpenAI and Google appeared first on AI News.

LLM

LLM OpenAI Large Language Models Big Data

New Frontiers in Generative AI — Far From the Cloud

Unite.AI

NOVEMBER 17, 2023

Undoubtedly, the next big thing is generative AI. Generative AI presents enormous potential across industries. Generative AI can improve industrial automation, develop new software code, and enhance transportation security through the automated synthesis of video, audio, imagery, and more.

Generative AI

Generative AI Neural Network Automation 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

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

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. What’s Next for Generative AI in Regulated Industries?

Explainability

Explainability Generative AI AI Tools 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

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

Apple Enters the Generative AI Race with ‘AppleGPT’ Chatbot

Analytics Vidhya

JULY 20, 2023

.” 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

30+ LLM Interview Questions and Answers

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

Webinars

Trending Sources

Decoding Opportunities and Challenges for LLM Agents in Generative AI

Webinars

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

LLMs in Production: Tooling, Process, and Team Structure

RAG and Streamlit Chatbot: Chat with Documents Using LLM

Building Invoice Extraction Bot using LangChain and LLM

How to Build LLM Apps Using Vector Database?

Training Your Own LLM Without Coding

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

Structured LLM Output Storage and Parsing in Python

Discover New Places on Google Maps with Generative AI

4 ways generative AI addresses manufacturing challenges

Building an LLM Model using Google Gemini API

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Fundamental Principles of Langchain in LLM Based Application Development

Chain of Verification Implementation Using LangChain Expression Language and LLM

A Deep Dive into Retrieval-Augmented Generation in LLM

26 Prompting Principles to Improve LLM Performance

The Future of Generative AI Is the Edge

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

Building LLM-Powered Applications with LangChain

What Does Quantum Computing Hold for Generative AI?

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

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

Deutsche Telekom and SK Telecom partner on telco-focused LLM

Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

Empower Your Research with a Tailored LLM-Powered AI Assistant

Wolfram Research: Injecting reliability into generative AI

MLPerf Inference v3.1 introduces new LLM and recommendation benchmarks

Modernizing mainframe applications with a boost from generative AI

Attention Sinks for LLM – Endless Generation

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

Building an Image Data Extractor using Gemini Vision LLM

Mastering Prompt Engineering for LLM Applications with LangChain

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

Amazon is building a LLM to rival OpenAI and Google

New Frontiers in Generative AI — Far From the Cloud

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

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

Generative AI in the Healthcare Industry Needs a Dose of Explainability

Social Impact of Generative AI: Benefits and Threats

Basic Tenets of Prompt Engineering in Generative AI

Apple Enters the Generative AI Race with ‘AppleGPT’ Chatbot

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