Chatbots, Generative AI and Large Language Models

How to Build a Multilingual Chatbot using Large Language Models?

Analytics Vidhya

JUNE 30, 2024

Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. The system improves consumer reach and personalization by using LLMs to translate questions between local languages and English. appeared first on Analytics Vidhya.

Large Language Models

Large Language Models Chatbots Deep Learning LLM

Introduction to Large Language Models for Generative AI

AssemblyAI

MAY 17, 2023

Generative AI has made great strides in the language domain. OpenAI’s ChatGPT can have context-relevant conversations, even helping with things like debugging code (or generating code from scratch). What are Language Models? What is behind this recent wave of progress? Yes, it really is that simple.

Large Language Models

Large Language Models Generative AI ChatGPT AI

Enhancing Customer Surveys Feedback Analysis with Large Language Models

Analytics Vidhya

SEPTEMBER 25, 2023

In today’s cutthroat competition and with large language models, comprehending customer thoughts is no longer a luxury but a necessity.

Large Language Models

Large Language Models Chatbots NLP Generative AI

Webinars

The Intersection of AI and Sales: Personalization Without Compromise

How to Achieve High-Accuracy Results When Using LLMs

Relevance, Reach, Revenue: How to Turn Marketing Trends From Hype to High-Impact

MORE WEBINARS

The Full Story of Large Language Models and RLHF

AssemblyAI

MAY 3, 2023

In the past months, an exquisitely human-centric approach called Reinforcement Learning from Human Feedback (RLHF) has rapidly emerged as a tour de force in the realm of AI alignment. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives. months on average.

Large Language Models

Large Language Models Neural Network LLM ChatGPT

Open source large language models: Benefits, risks and types

IBM Journey to AI blog

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.

Large Language Models

Large Language Models LLM Explainability Chatbots

A Comprehensive Guide to Fine-Tuning Large Language Models

Analytics Vidhya

AUGUST 2, 2023

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large language models. But […] The post A Comprehensive Guide to Fine-Tuning Large Language Models appeared first on Analytics Vidhya.

Large Language Models

Large Language Models Natural Language Processing NLP Chatbots

Multimodal Chatbot with Text and Audio Using GPT 4o

Analytics Vidhya

MAY 21, 2024

Introduction Since the release of GPT models by OpenAI, such as GPT 4o, the landscape of Natural Language Processing has been changed entirely and moved to a new notion called Generative AI. Large Language Models are at the core of it, which can understand complex human queries and generate relevant answers to them.

Chatbots

Chatbots Large Language Models Natural Language Processing OpenAI

How to Build a LangChain Chatbot with Memory?

Analytics Vidhya

JUNE 25, 2024

Introduction Chatbots have become an integral part of modern applications, providing users with interactive and engaging experiences. In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models.

Chatbots

Chatbots Large Language Models Generative AI Python

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

From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs

Analytics Vidhya

APRIL 30, 2024

Introduction Every week, new and more advanced Large Language Models (LLMs) are released, each claiming to be better than the last. The answer is the LMSYS Chatbot Arena. But how can we keep up with all these new developments?

Chatbots

Chatbots Large Language Models AI Tools LLM

AWS and NVIDIA expand partnership to advance generative AI

AI News

NOVEMBER 29, 2023

The collaboration aims to provide customers with state-of-the-art infrastructure, software, and services to fuel generative AI innovations. This collaboration signifies a joint commitment to advancing the field of generative AI, offering customers access to cutting-edge technologies and resources.

Generative AI

Generative AI Large Language Models Big Data Robotics

Building a MultiModal Chatbot with Gemini and Gradio

Analytics Vidhya

DECEMBER 20, 2023

Introduction Google has become the center of attention since the announcement of its new Generative AI family of models called the Gemini. As Google has stated, Google’s Gemini family of Large Language Models outperforms the existing State of The Art(SoTA) GPT model from OpenAI in more than 30+ benchmark tests.

Chatbots

Chatbots Large Language Models OpenAI Generative AI

Creating a Chatbot with FalconAI, LangChain, and Chainlit

Analytics Vidhya

JULY 17, 2023

Introduction Generative AI, especially the Generative Large Language Models, have taken over the world since their birth. This was only possible because they could integrate with different applications, from generating working programmable codes to creating fully GenerativeAI-managed Chat Support Systems.

Chatbots

Chatbots Large Language Models Generative AI AI

Elevate User Experience: Implementing OpenAI Assistant API for Interactive Chatbots

Analytics Vidhya

NOVEMBER 22, 2023

In all the day-to-day applications we use, from e-commerce to banking applications, AI embeds some parts of the application, particularly the Large Language Models.

Chatbots

Chatbots OpenAI Large Language Models ChatGPT

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

JPMorgan introduces in-house AI chatbot for research analysis

AI News

JULY 30, 2024

In a move that underscores the growing influence of AI in the financial industry, JPMorgan Chase has unveiled a cutting-edge generative AI product. It is worth mentioning that this is one of the most extensive implementations of large language models on Wall Street.

AI Chatbots

AI Chatbots Chatbots LLM Large Language Models

What the Masters app can teach us about large language models

IBM Journey to AI blog

APRIL 4, 2023

The AI Commentary feature is a generative AI built from a large language model that was trained on a massive corpus of language data. The world’s eyes were first opened to the power of large language models last November when a chatbot application dominated news cycles.

Large Language Models

Large Language Models Neural Network Metadata AI Modeling

Chinese Giants Faceoff: DeepSeek-V3 vs Qwen2.5

Analytics Vidhya

JANUARY 13, 2025

The world of generative AI (GenAI) has evolved immensely in the last two years and its impact can be seen across the globe. has led the charge with large language models (LLMs) like GPT-4o, Gemini, and Claude, France made it big with Mistral AI. While the U.S. appeared first on Analytics Vidhya.

Large Language Models

Large Language Models Generative AI AI AI

Generative AI use cases for the enterprise

IBM Journey to AI blog

FEBRUARY 13, 2024

Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.”

Generative AI

Generative AI AI AI Chatbots

Generative AI in Finance: FinGPT, BloombergGPT & Beyond

Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. The success of ChatGPT opened many opportunities across industries, inspiring enterprises to design their own large language models. Comes FinGPT.

Generative AI

Generative AI Large Language Models Prompt Engineering Prompt Engineer

Majority of AI Researchers Say Tech Industry Is Pouring Billions Into a Dead End

Flipboard

MARCH 18, 2025

Colossal sums of money are being thrown around in the AI arms race. Generative AI investment reached over $56 billion in venture capital funding alone in 2024, TechCrunch reported. Much of that is being spent to construct or run the massive data centers that generative models require.

AI Research

AI Research AI Researcher Computer Scientist Neural Network

Generative AI vs. predictive AI: What’s the difference?

IBM Journey to AI blog

AUGUST 9, 2024

Many generative AI tools seem to possess the power of prediction. Conversational AI chatbots like ChatGPT can suggest the next verse in a song or poem. Software like DALL-E or Midjourney can create original art or realistic images from natural language descriptions. But generative AI is not predictive AI.

Generative AI

Generative AI Explainability AI AI

How a solid generative AI strategy can improve telecom network operations

IBM Journey to AI blog

SEPTEMBER 25, 2024

Generative AI (gen AI) has transformed industries with applications such as document-based Q&A with reasoning, customer service chatbots and summarization tasks. Generative AI centralizes data into one interface providing natural language experience, speeding up issue resolution by reducing system toggling.

AI Strategy

AI Strategy Generative AI AI AI

Create a multimodal chatbot tailored to your unique dataset with Amazon Bedrock FMs

AWS Machine Learning Blog

OCTOBER 14, 2024

With recent advances in large language models (LLMs), a wide array of businesses are building new chatbot applications, either to help their external customers or to support internal teams. The Amazon Titan Text Embeddings model and OpenSearch Service retrieval process are much faster, taking 0.28

Chatbots

Chatbots Computer Vision LLM Generative 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

The recipe for RAG: How cloud services enable generative AI outcomes across industries

IBM Journey to AI blog

JUNE 19, 2024

Of all the use cases, many of us are now extremely familiar with natural language processing AI chatbots that can answer our questions and assist with tasks such as composing emails or essays. Yet even with widespread adoption of these chatbots, enterprises are still occasionally experiencing some challenges.

Generative AI

Generative AI Natural Language Processing Chatbots LLM

Study Finds That AI Search Engines Are Wrong an Astounding Proportion of the Time

Flipboard

MARCH 15, 2025

It should tell you something that the most accurate model to emerge from these tests, Perplexity from Perplexity AI , still answered 37 percent of its questions incorrectly. The village idiot award, meanwhile, goes to Elon Musk's chatbot Grok 3 , which was wrong a staggering 94 percent of the time. Impressively bad.

Chatbots

Chatbots Large Language Models ChatGPT AI Modeling

From innovation to impact: How AWS and NVIDIA enable real-world generative AI success

AWS Machine Learning Blog

MARCH 19, 2025

As we gather for NVIDIA GTC, organizations of all sizes are at a pivotal moment in their AI journey. The question is no longer whether to adopt generative AI, but how to move from promising pilots to production-ready systems that deliver real business value.

Generative AI

Generative AI AI AI AI Modeling

Post-RAG Evolution: AI’s Journey from Information Retrieval to Real-Time Reasoning

Unite.AI

MARCH 9, 2025

The introduction of generative AI and the emergence of Retrieval-Augmented Generation (RAG) have transformed traditional information retrieval, enabling AI to extract relevant data from vast sources and generate structured, coherent responses.

Explainability

Explainability Large Language Models Data Analysis Chatbots

Small But Mighty: Small Language Models Breakthroughs in the Era of Dominant Large Language Models

Unite.AI

DECEMBER 4, 2023

In the ever-evolving domain of Artificial Intelligence (AI), where models like GPT-3 have been dominant for a long time, a silent but groundbreaking shift is taking place. Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts.

Large Language Models

Large Language Models BERT Neural Network Natural Language Processing

With generative AI, don’t believe the hype (or the anti-hype)

IBM Journey to AI blog

SEPTEMBER 3, 2024

No technology in human history has seen as much interest in such a short time as generative AI (gen AI). Many leading tech companies are pouring billions of dollars into training large language models (LLMs). How might generative AI achieve this? But can this technology justify the investment?

Generative AI

Generative AI LLM Large Language Models AI

Optimizing AI Performance: A Guide to Efficient LLM Deployment

Analytics Vidhya

JULY 19, 2024

Introduction In an era where artificial intelligence is reshaping industries, controlling the power of Large Language Models (LLMs) has become crucial for innovation and efficiency.

LLM

LLM Large Language Models Data Analysis Artificial Intelligence

Getting Started with Google’s Palm API Using Python

Analytics Vidhya

OCTOBER 2, 2023

Introduction As AI is taking over the world, Large language models are in huge demand in technology. Large Language Models generate text in a way a human does.

Python

Python Natural Language Processing Large Language Models NLP

NVIDIA’s Nemotron-4-340B Assesses the Creativity of Gemini and GPT-4

Analytics Vidhya

NOVEMBER 18, 2024

The rise of large language models (LLMs) like Gemini and GPT-4 has transformed creative writing and dialogue generation, enabling machines to produce text that closely mirrors human creativity.

Large Language Models

Large Language Models Chatbots Generative AI AI

One-Stop Framework Building Applications with LLMs

Analytics Vidhya

MAY 13, 2023

Introduction Large Language Models (LLMs) have been gaining popularity for the past few years. And with the entry of Open AIs ChatGPT, there was a massive popularity gain in the Industry towards these LLMs.

Large Language Models

Large Language Models Chatbots ChatGPT AI

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

AWS Machine Learning Blog

NOVEMBER 1, 2024

As enterprises increasingly embrace generative AI , they face challenges in managing the associated costs. With demand for generative AI applications surging across projects and multiple lines of business, accurately allocating and tracking spend becomes more complex.

Generative AI

Generative AI Metadata Categorization AI

AI Decoded: Demystifying Large Language Models, the Brains Behind Chatbots

NVIDIA

MARCH 13, 2024

Editor’s note: This post is part of our AI Decoded series , which aims to demystify AI by making the technology more accessible, while showcasing new hardware, software, tools and accelerations for RTX PC and workstation users. If AI is having its iPhone moment, then chatbots are one of its first popular apps.

Large Language Models

Large Language Models Chatbots LLM AI

Using generative AI to accelerate product innovation

IBM Journey to AI blog

APRIL 1, 2024

Addressing customer inquiries with an AI-driven chatbot ChatGPT distinguished itself as the first publicly accessible GenAI-powered virtual chatbot. With IBM watsonx™ Assistant, companies can build large language models and train them using proprietary information, all while helping to ensure the security of their data.

Generative AI

Generative AI Chatbots Automation Large Language Models

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

AI News

APRIL 17, 2024

Ikigai is helping organisations transform sparse, siloed enterprise data into predictive and actionable insights with a generative AI platform specifically designed for structured, tabular data. 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 Large Language Models AI

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 DevOps AI AI

Top Generative Artificial Intelligence AI Courses in 2024

Marktechpost

NOVEMBER 16, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering

Temenos’ Barb Morgan Shares How Chatbots and AI Agents Are Reshaping Customer Service in Banking

NVIDIA

FEBRUARY 19, 2025

In financial services, AI has traditionally been used primarily for fraud detection and risk modeling. With recent advancements in generative AI, the banking industry as a whole is becoming smarter and more intuitive, offering hyper-personalized services and real-time insights for customers.

Chatbots

Chatbots Large Language Models Generative AI Explainability

10 Free Resources to Learn LLMs

Analytics Vidhya

AUGUST 29, 2024

Introduction Suppose you are on the brink of a technological revolution, which is to embrace the Large Language Models (LLMs,) to unlock some incredible opportunities. As for many innovations from developing smart chatbots to analyzing data, LLMs are in the center of them. The good news?

Large Language Models

Large Language Models Chatbots Deep Learning Generative 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. Thankfully, there is a way to bypass generative AI’s explainability conundrum – it just requires a bit more control and focus.

Explainability

Explainability Generative AI AI Tools Algorithm

How to Build a Multilingual Chatbot using Large Language Models?

Introduction to Large Language Models for Generative AI

Webinars

Trending Sources

Enhancing Customer Surveys Feedback Analysis with Large Language Models

Webinars

The Full Story of Large Language Models and RLHF

Open source large language models: Benefits, risks and types

A Comprehensive Guide to Fine-Tuning Large Language Models

Multimodal Chatbot with Text and Audio Using GPT 4o

How to Build a LangChain Chatbot with Memory?

RAG and Streamlit Chatbot: Chat with Documents Using LLM

From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs

AWS and NVIDIA expand partnership to advance generative AI

Building a MultiModal Chatbot with Gemini and Gradio

Creating a Chatbot with FalconAI, LangChain, and Chainlit

Elevate User Experience: Implementing OpenAI Assistant API for Interactive Chatbots

Apple Enters the Generative AI Race with ‘AppleGPT’ Chatbot

JPMorgan introduces in-house AI chatbot for research analysis

What the Masters app can teach us about large language models

Chinese Giants Faceoff: DeepSeek-V3 vs Qwen2.5

Generative AI use cases for the enterprise

Generative AI in Finance: FinGPT, BloombergGPT & Beyond

Majority of AI Researchers Say Tech Industry Is Pouring Billions Into a Dead End

Generative AI vs. predictive AI: What’s the difference?

How a solid generative AI strategy can improve telecom network operations

Create a multimodal chatbot tailored to your unique dataset with Amazon Bedrock FMs

Structured LLM Output Storage and Parsing in Python

The recipe for RAG: How cloud services enable generative AI outcomes across industries

Study Finds That AI Search Engines Are Wrong an Astounding Proportion of the Time

From innovation to impact: How AWS and NVIDIA enable real-world generative AI success

Post-RAG Evolution: AI’s Journey from Information Retrieval to Real-Time Reasoning

Small But Mighty: Small Language Models Breakthroughs in the Era of Dominant Large Language Models

With generative AI, don’t believe the hype (or the anti-hype)

Optimizing AI Performance: A Guide to Efficient LLM Deployment

Getting Started with Google’s Palm API Using Python

NVIDIA’s Nemotron-4-340B Assesses the Creativity of Gemini and GPT-4

One-Stop Framework Building Applications with LLMs

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

AI Decoded: Demystifying Large Language Models, the Brains Behind Chatbots

Using generative AI to accelerate product innovation

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

Modernizing mainframe applications with a boost from generative AI

Top Generative Artificial Intelligence AI Courses in 2024

Temenos’ Barb Morgan Shares How Chatbots and AI Agents Are Reshaping Customer Service in Banking

10 Free Resources to Learn LLMs

Generative AI in the Healthcare Industry Needs a Dose of Explainability

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