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LLMs in Conversational AI: Building Smarter Chatbots & Assistants

Analytics Vidhya

Introduction Language Models take center stage in the fascinating world of Conversational AI, where technology and humans engage in natural conversations. Recently, a remarkable breakthrough called Large Language Models (LLMs) has captured everyone’s attention.

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Conversational AI use cases for enterprises

IBM Journey to AI blog

Beyond the simplistic chat bubble of conversational AI lies a complex blend of technologies, with natural language processing (NLP) taking center stage. This sophisticated foundation propels conversational AI from a futuristic concept to a practical solution. billion by 2030.

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The Full Story of Large Language Models and RLHF

AssemblyAI

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. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives.

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Redefining Conversational AI with Large Language Models

Topbots

Source: rawpixel.com Conversational AI is an application of LLMs that has triggered a lot of buzz and attention due to its scalability across many industries and use cases. While conversational systems have existed for decades, LLMs have brought the quality push that was needed for their large-scale adoption.

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Vicuna vs Alpaca: A Comparison of Llama Family Models

Analytics Vidhya

Introduction The advent of large language models has brought about a transformative impact in the AI domain. A recent breakthrough, exemplified by the outstanding performance of OpenAI’s ChatGPT, has captivated the AI community.

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How MLOps Work in the Era of Large Language Models

ODSC - Open Data Science

Large language models (LLMs) and generative AI have taken the world by storm, allowing AI to enter the mainstream and show that AI is real and here to stay. However, a new paradigm has entered the chat, as LLMs don’t follow the same rules and expectations of traditional machine learning models.

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Codey: Google’s Generative AI for Coding Tasks

Analytics Vidhya

Introduction Since its introduction, OpenAI has released countless Generative AI and Large Language Models built on top of their top-tier GPT frameworks, including ChatGPT, their Generative Conversational AI.