AutoGPT & LangChain: Building an Automated Research Assistant
In this guide, we'll walk through how to build an implementation of AutoGPT using LangChain and LLM primitives.
By
Peter Foy
Generative AI
addtoexplore
By
Peter Foy
Getting Started with the ChatGPT Retrieval Plugin: MLQ Academy
In this video tutorial, we'll walk through how to get started with the ChatGPT retrieval plugin and add long term memory to our plugin with Pinecone.
By
Peter Foy
ChatGPT Retrieval Plugin: Adding Long Term Memory with Pinecone
In this guide, we'll walk through how to get started with the ChatGPT Retrieval Plugin and add long term memory using Pinecone.
By
Peter Foy
ChatGPT Plugins: Building an AI/ML Tutor - MLQ Academy
In this video tutorial, we'll walk through how to build a ChatGPT plugin that acts as an AI/ML tutor and guides users down an educational track.
By
Peter Foy
ChatGPT Plugins: Building an Educational AI/ML Tutor
In this guide, we'll build a simple ChatGPT Plugin that guides students through an educational track, which includes lessons, questions, and feedback for an interactive learning experience.
By
Peter Foy
ChatGPT Plugins: Stock Screener Assistant - MLQ Academy
In this video tutorial, we'll build a stock screener assistant using the Financial Modeling Prep API to retrieve and filter stocks based on the user's input.
By
Peter Foy
ChatGPT Plugins: Building a Stock Screener Assistant
In this guide, we'll walk through how to build a ChatGPT Plugin stock screener assistant using the Financial Modeling Prep API.
By
Peter Foy
ChatGPT Plugins: AI News Assistant - MLQ Academy
In this video tutorial, we'll walk through how to build a ChatGPT Plugin that retrieves & summarizes AI-related news.
By
Peter Foy
ChatGPT Plugins: Building an AI News Assistant
In this guide, we'll walk through how to build a ChatGPT Plugin news assistant that retrieves AI-related news based on the user's query.
By
Peter Foy
Adding Long Term Memory to AutoGPT with Pinecone
In this guide, we'll look at how to add long term memory with Pinecone to AutoGPT, the experimental GPT-4 project taking the AI world by storm.
By
Peter Foy
Getting Started with AutoGPT: MLQ Academy
In this video tutorial, we'll walk through how to get started with AutoGPT: the autonomous GPT-4 experiment taking the AI world by storm.
By
Peter Foy
Getting Started with AutoGPT: an Autonomous GPT-4 Experiment
In this guide, we'll discuss how to get started with Auto-GPT, the autonomous GPT-4 experiment taking the AI world by storm.
By
Peter Foy
ChatGPT Plugins - Building a To-Do List: MLQ Academy
In this video tutorial, we'll walk through how to build your first ChatGPT Plugin and create a simple to-do list, including building an API, documenting the API, and creating a manifest file.
By
Peter Foy
Prompt Engineering: Advanced Techniques
In this guide, we review several advanced prompt engineering techniques, including chain of shought (CoT) prompting, self consistency, ReAct, and more.
By
Peter Foy
Getting Started with Midjourney: A Beginners Guide to Generative AI Art
In this beginners guide to Midjourney, we discuss how to get started with the Midjourney Discord server, how to setup your own server, and prompt engineering best practices.
By
Peter Foy
ChatGPT Plugins: Key Concepts & Use Cases
In this guide, we'll discuss what ChatGPT plugins are, possible use cases of plugins, and why many are calling this the "App Store moment of AI".
By
Peter Foy
GPT-4 & Streamlit - Building a Frontend for an AI/ML Tutor: MLQ Academy
In this video tutorial, we'll build a simple frontend for an AI/ML tutor using GPT-4, Streamlit, and Pinecone.
By
Peter Foy
GPT-4 & Pinecone - Ask Questions About Any Website: MLQ Academy
In this video tutorial, we're walk through a Colab notebook that shows you how to augment GPT-4 with a separate body of knowledge to create a custom AI assistant.
By
Peter Foy
GPT-4 & Pinecone: Turning a Website into an AI Assistant
In this guide, we're going to augment GPT-4 with a separate body of knowledge and use a vector database to create a custom AI assistant.
By
Peter Foy
Prompt Engineering: Improving Responses & Reliability
In this guide, we'll discuss several prompt engineering techniques and best practices to improve GPT-3 and GPT-4 responses and reliability.
By
Peter Foy
GPT-4 Release: Key Concepts & Capabilities
There's never a dull moment in AI, and today is no exception with OpenAI's release of GPT-4. In this article, we'll review the key concepts and capabilities of GPT-4.
By
Peter Foy
Introduction to Prompt Engineering: Key Concepts & Use Cases
In this guide, we'll discuss prompt engineering, which involves the skillful design or input prompts to large language models (LLMs) to improve their performance.
By
Peter Foy
Building an AI Research Assistant with LangChain & Pinecone: MLQ Academy
In this video tutorial, we'll discuss how you can use GPT-3, LangChain, and Pinecone to create an AI research assistant.
By
Peter Foy
Building a GPT-3 Enabled Research Assistant with LangChain & Pinecone
In this guide, we'll see how we can use LangChain and Pinecone to build a GPT-3 enabled research assistant that is trained on 50+ machine learning papers.
By
Peter Foy
Building a GPT-3 Enabled Document Assistant with LangChain: MLQ Academy
In this video tutorial, we'll discuss how to use LangChain and the OpenAI Embeddings in order to upload unstructured documents and be able to ask questions about the document using GPT-3
By
Peter Foy
Building a GPT-3 Enabled Document Assistant with LangChain
In this guide, we look at how to build a GPT-3 enabled document assistant using OpenAI and LangChain.
By
Peter Foy
Getting Started with LangChain: MLQ Academy
In this video tutorial, we'll walk through how to get started with a powerful library for building more advanced LLM-enabled applications: LangChain.
By
Peter Foy
Getting Started with LangChain
In this prompt engineering guide, we'll discuss how to get started with a powerful library for building more complex LLM applications: LangChain.
By
Peter Foy
MLQ Academy: Getting Started with the ChatGPT API
In this video tutorial we'll walk through how to get started with the ChatGPT API, including how to make your first API request, best practices, and more.
By
Peter Foy
ChatGPT API: Getting Started with OpenAI's New Model
In this article, we'll discuss how to get started with the ChatGPT API, including migrating from previous models, best practices, and more.
By
Peter Foy
MLQ Academy: Building a GPT-3 Enabled App with Streamlit
In this video tutorial, we'll be creating a simple web app using Streamlit that allows users to upload a PDF, input a YouTube video, or retrieve an earnings call transcript, and compute the embeddings of the document or video.
By
Peter Foy
MLQ Academy: Build a GPT-3 Enabled Earnings Call Assistant
In this video tutorial, we'll walk through how to create an earnings call assistant using OpenAI Embeddings and Completions API.
By
Peter Foy
MLQ Academy: Build a YouTube Video Assistant Using Whisper & GPT-3
In this video tutorial, we'll walk through a Colab notebook on how to use Whisper and GPT-3 to build a YouTube assistant that can transcribe videos and allow users to ask questions about them.
By
Peter Foy
MLQ Academy: PDF to Q&A Assistant using Embeddings & GPT-3
In this video tutorial, we'll walk through a Colab notebook that shows you how to upload a PDF document and create a factual Q&A assistant based on the text using GPT-3.
By
Peter Foy
MLQ Academy: Create a Custom Q&A Bot with GPT-3 & Embeddings
In this video tutorial, we'll walk through a Colab notebook that demonstrates how to create a factual Q&A assistant using the OpenAI Embeddings & Completions API.
By
Peter Foy
GPT-3 Fine Tuning: Key Concepts & Use Cases
In this guide, we discuss what GPT-3 fine-tuning is, including key concepts such as how to prepare a fine-tuning dataset, use cases, and more.
By
Peter Foy
Making Recommendations Using GPT-3 & Embeddings
In this guide, we discuss how to use GPT-3, OpenAI's Embeddings API and nearest neighbor search in order to build a recommendation engine.
By
Peter Foy
OpenAI Whisper + GPT-3: Summarizing YouTube Videos
In this article, we discuss how to combine OpenAI's Whisper and GPT-3 fine tuning in order to summarize a YouTube video.
By
Peter Foy
Elon Musk Interview: OpenAI Whisper + GPT-3 Fine Tuning
This article provides is a summary of the Elon Musk interview at the Ron Baron Conference. To create this summary, we used both OpenAI Whisper and GPT-3 fine tuning.
By
MLQ
Fine-Tuning GPT-3: Using Embeddings for Semantic Search, Classification & Regression
In this article, we discuss how to use OpenAI's Embeddings API in order to fine-tune GPT-3 and analyze food reviews from Amazon.
By
Peter Foy
Fine-Tuning GPT-3: Building a Crypto Research Assistant
In this article, we discuss how to fine-tune GPT-3 to be a crypto research assistant by training it to answer factually based on an additional body of knowledge.
By
Peter Foy
Fine-Tuning GPT-3: Building an IPO Research Assistant
In this article, we fine-tuned GPT-3 on the Mobileye prospectus in order to build an IPO research assistant that can summarize and answer questions about the document.
By
Peter Foy
Fine-Tuning GPT-3: Building an Earnings Call Assistant
In this article, we fine-tune GPT-3 on an earnings call transcript to write a summary and answer questions about the call.
By
Peter Foy
Building a Custom GPT-3 Q&A Bot Using Embeddings
In this guide, we discuss how to use embeddings to create a factual GPT-3 question-and-answer bot.
By
Peter Foy
What is GPT-3? Key Concepts & Use Cases
In this article, we'll discuss GPT-3: including its key concepts, how it works, use cases, fine-tuning, and more.
By
Peter Foy
Copyright Infringement & Generative AI - This Week in AI
This week in AI we have stories about the implications of copyright infringement and generative AI, specifically image generators like DALLE-2 and Stable Diffusion.
By
Peter Foy
What is a Large Language Model (LLM)?
In this guide, we'll discuss everything you need to know about Large Language Models (LLMs), including key terms, algorithms, fine-tuning, and more.
By
Peter Foy
What are Generative Adversarial Networks (GANs)?
The idea of GANs is that we have two neural networks, a generator and a discriminator, which learn from each other to generate realistic samples from data.
By
Peter Foy
What is Generative AI? Key Concepts & Use Cases
In this article, we'll discuss key concepts about generative AI, including what it is, generative AI models, generative AI startups to watch, and more.
By
MLQ
ChatGPT responses are banned from StackOverFlow...for now
Amongst all the hype around ChatGPT, Stack Overflow has made a decision to temporarily ban users from sharing responses generated by the AI chatbot.
By
Peter Foy