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RAG and Streamlit Chatbot: Chat with Documents Using LLM

Analytics Vidhya

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.

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AI Learns from AI: The Emergence of Social Learning Among Large Language Models

Unite.AI

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP). This interaction enables them to learn from each other, thereby improving their effectiveness.

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AI Chatbots Are Promising but Limited in Promoting Healthy Behavior Change

Unite.AI

In recent years, the healthcare industry has witnessed a significant increase in the use of large language model-based chatbots, or generative conversational agents. The study revealed both promising results and significant limitations in the ability of large language models to support behavior change.

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

NVIDIA

If AI is having its iPhone moment, then chatbots are one of its first popular apps. They’re made possible thanks to large language models , deep learning algorithms pretrained on massive datasets — as expansive as the internet itself — that can recognize, summarize, translate, predict and generate text and other forms of content.

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Elevate User Experience: Implementing OpenAI Assistant API for Interactive Chatbots

Analytics Vidhya

Introduction With the introduction of ChatGPT and the GPT 3 models by OpenAI, the world has shifted towards using AI-integrated applications. 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.

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A quick introduction to the Large language model (ChatGPT)

Becoming Human

When it comes to AI, there are a number of subfields, like Natural Language Processing (NLP). One of the models used for NLP is the Large Language Model (LLMs). ChatGPT , a chatbot developed by the OpenAI team, is an example of an LLM. ChatGPT is an excellent tool for this. How do LLMs work?

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Can Your Chatbot Become Sherlock Holmes? This Paper Explores the Detective Skills of Large Language Models in Information Extraction

Marktechpost

At the same time, Llama and other large language models have emerged and are revolutionizing NLP with their exceptional text understanding, generation, and generalization capabilities. Unfortunately, ChatGPT is still not very good at EE tasks because they require complicated instructions and are not resilient.