Introduction Ever feel stuck when reports demand complex SQL queries? Here’s the perfect solution: combining classic SQL skills with the power of AI assistants like ChatGPT and Gemini. AI tools are here to bridge that gap and help you confidently write those queries. Let’s explore 15 examples of using ChatGPT for SQL! Overview of ChatGPT […] The post 15 Ways to Use ChatGPT for SQL appeared first on Analytics Vidhya ..read more

Since this weekend, everyone in the tech world has been buzzing about this new AI called ‘GPT2-Chatbot’. It just popped up out of nowhere, without any announcements or official documentation, naturally intriguing researchers and fans. There have even been speculations that it may be a pre-release of OpenAI’s much-awaited GPT-5. While people are trying to […] The post Is GPT2-Chatbot Actually GPT-5? appeared first on Analytics Vidhya ..read more

Introduction Retriever is the most important part of the RAG(Retrieval Augmented Generation) pipeline. In this article, you will implement a custom retriever combining Keyword and Vector search retriever using LlamaIndex. Chat with Multiple Documents using Gemini LLM is the project use case on which we will build this RAG pipeline. To begin with the project, […] The post Build Custom Retriever using LLamaIndex and Gemini appeared first on Analytics Vidhya ..read more

Introduction Have you heard about GPT2-chatbot? It has set the whole town abuzz! This new artificial intelligence (AI) model has recently emerged and is causing quite a stir in the tech community. This enigmatic model has been released without official documentation, leading to speculation about its origins and capabilities. However, with its impeccable performance compared […] The post GPT2-chatbot: Is it Better than GPT4 and Claude Opus? appeared first on Analytics Vidhya ..read more

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. 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 ..read more

OpenAI has added a new ‘Memory’ feature for ChatGPT Plus subscribers. It allows the AI-powered chatbot to remember and utilize personalized information shared during conversations. This enhancement aims to streamline personalized interactions and improve the overall experience of using ChatGPT. Also Read: Open AI’s ChatGPT Announced a New Feature: Image Editing Understanding ChatGPT’s Memory Feature […] The post ChatGPT’s New ‘Memory’ Feature Enhances Personalized Interactions appeared first on Analytics Vidhya ..read more

Introduction In this blog post, we will explore the Decoder-Only Transformer architecture, which is a variation of the Transformer model primarily used for tasks like language translation and text generation. The Decoder-Only Transformer consists of several blocks stacked together, each containing key components such as masked multi-head self-attention and feed-forward transformations. Learning Objectives Components of […] The post Mastering Decoder-Only Transformer: A Comprehensive Guide appeared first on Analytics Vidhya ..read more

Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! This innovative blog introduces a user-friendly interface where complex tasks are simplified into plain language queries. Explore the fusion of natural language processing and advanced AI models, transforming intricate tasks into straightforward conversations. Join us as we delve into the […] The post Implementing Query2Model: Simplifying Machine Learning appeared first on Analytics Vidhya ..read more

Introduction ChatGPT, the powerful language model developed by OpenAI, can save you significant time and effort when used with well-crafted prompts. By providing the right prompts, you can potentially reduce tasks that would normally take hours into just a matter of minutes. This article explores some of the best prompts to unlock ChatGPT’s potential as […] The post 10+ Easy ChatGPT Prompts for Working Professionals in 2024 appeared first on Analytics Vidhya ..read more

Introduction Remember how frustrating it was to ask your AI assistant about a recent event and get a blank response? Well, those days are over with the arrival of OpenAI’s GPT-4 Turbo. This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya ..read more