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

4 HR Predictions for 2025: Supercharge Your Employee Experience with Internal Communications

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

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

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

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

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

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

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

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 Engineer Prompt Engineering

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

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

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

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

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

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 AI AI

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

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

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 Artificial Intelligence 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

Top Large Language Models LLMs Courses

Marktechpost

JULY 25, 2024

Large Language Models (LLMs) have revolutionized AI with their ability to understand and generate human-like text. Learning about LLMs is essential to harness their potential for solving complex language tasks and staying ahead in the evolving AI landscape.

Large Language Models

Large Language Models Prompt Engineer Prompt Engineering Chatbots

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 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

Coalition of news publishers sue Microsoft and OpenAI

AI News

MAY 1, 2024

A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment.

OpenAI

OpenAI Large Language Models Big Data ChatGPT

Google and Apple vets raise $17M for Fixie, a large language model startup based in Seattle

Flipboard

MARCH 30, 2023

Fixie Photo) The news: Fixie , a new Seattle-based startup aiming to help companies fuse large language models into their software stack, raised a $17 million seed round. The context: Large language models, or LLMs, are algorithms that power artificial intelligence systems such as OpenAI’s ChatGPT.

Large Language Models

Large Language Models Natural Language Processing Machine Learning Automation

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 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. Now we could build a nice chatbot that would interact with users and via a chat command apply for leave in the system. Sounds exciting!?

LLM

LLM Generative AI Large Language Models Responsible AI

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

Popular LLM Agent Tools for Customer Query Management

Analytics Vidhya

SEPTEMBER 20, 2024

Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

LLM

LLM Large Language Models Chatbots Automation

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

Claude 3.5 Sonnet : Anthropic’s Smartest, Fastest, and Most Personable Model

Analytics Vidhya

JUNE 21, 2024

Introduction The article presents Anthropic’s latest Generative AI large language model, Claude 3.5 It also covers its vision capabilities, real-world uses, security precautions, and prospects going forward with models like Haiku and Opus. The article emphasizes Claude 3.5

Large Language Models

Large Language Models Generative AI AI AI

How AI-powered chatbots are transforming marketing and sales operations

IBM Journey to AI blog

AUGUST 2, 2023

AI chatbots are available to customers 24/7 and can deliver insights into your customer’s engagement and buying patterns to drive more compelling conversations and deliver more consistent and personalized digital experiences across your web and messaging channels. Gain valuable insights into your chatbot’s performance.

Chatbots

Chatbots AI Chatbots Conversational AI AI

IBM watsonx Assistant transforms content into conversational answers with generative AI

IBM Journey to AI blog

AUGUST 31, 2023

Watsonx Assistant now offers conversational search, generating conversational answers grounded in enterprise-specific content to respond to customer and employee questions. IBM and watsonx Assistant have been using foundation models since 2020 for advanced processing and understanding of text, including customer conversations.

Generative AI

Generative AI Large Language Models LLM AI

When AI chatbots break bad

IBM Journey to AI blog

SEPTEMBER 3, 2024

“AI whisperers” are probing the boundaries of AI ethics by convincing well-behaved chatbots to break their own rules. Known as prompt injections or “jailbreaks,” these exploits expose vulnerabilities in AI systems and raise concerns about their security.

AI Chatbots

AI Chatbots Chatbots Large Language Models AI

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

AWS and NVIDIA expand partnership to advance generative AI

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

Building a MultiModal Chatbot with Gemini and Gradio

JPMorgan introduces in-house AI chatbot for research analysis

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

What the Masters app can teach us about large language models

Generative AI use cases for the enterprise

Generative AI in Finance: FinGPT, BloombergGPT & Beyond

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

How a solid generative AI strategy can improve telecom network operations

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

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

Structured LLM Output Storage and Parsing in Python

Modernizing mainframe applications with a boost from generative AI

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

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

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

Optimizing AI Performance: A Guide to Efficient LLM Deployment

Getting Started with Google’s Palm API Using Python

Top Large Language Models LLMs Courses

Using generative AI to accelerate product innovation

One-Stop Framework Building Applications with LLMs

Coalition of news publishers sue Microsoft and OpenAI

Google and Apple vets raise $17M for Fixie, a large language model startup based in Seattle

Generative AI in the Healthcare Industry Needs a Dose of Explainability

Decoding Opportunities and Challenges for LLM Agents in Generative AI

10 Free Resources to Learn LLMs

Popular LLM Agent Tools for Customer Query Management

IBM watsonx Assistant: Driving generative AI innovation with Conversational Search

Claude 3.5 Sonnet : Anthropic’s Smartest, Fastest, and Most Personable Model

How AI-powered chatbots are transforming marketing and sales operations

IBM watsonx Assistant transforms content into conversational answers with generative AI

When AI chatbots break bad

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