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Articles

Building Intelligent Multi-Agent Systems with OpenAI’s Swarm

Nov 18, 2024 | dzone.com | Import Openai

Today, we’re diving into Agentic AI with OpenAI’s Swarm framework to create something fun and useful — a travel assistant that can help book your hotel, set up restaurant reservations, and even arrange a rental car, all in one place. What makes it special? We’re setting it up with multi-agent AI, which means we’ll have multiple “mini-assistants,” each taking care of one specific task, working together to make your travel planning smooth. What Are Agents?
Building a RAG Model Pipeline Using Python With Online Text Data

Nov 17, 2024 | dzone.com | Import Openai

In this tutorial, I will walk you through the process of constructing a Retrieval-Augmented Generation (RAG) pipeline using Python. This pipeline will be used to get, process, and query content from online publications. Using this method, text will be extracted from a Wikipedia page and then processed into more manageable chunks. Embeddings will be created, similarity will be calculated, and user queries will be answered with informationpertinent to the question.
Chatgpt Enhancements In App Development

Nov 16, 2024 | restack.io | Import Openai

Explore advanced techniques to enhance ChatGPT for app development, focusing on practical use cases and innovative applications. The framework for autonomous intelligenceDirectly utilizing ChatGPT can significantly enhance user interaction by leveraging its advanced capabilities. Here’s a detailed look at how to effectively engage with ChatGPT:Direct Use of ChatGPTWeb Application: Users can log in to the ChatGPT web application to interact directly with the AI.
Openai Gpt 4 Api Access

Nov 16, 2024 | restack.io | Import Openai

Explore how to access the OpenAI GPT-4 API and its applications in enhancing technology for better quality of life. The framework for autonomous intelligenceThe GPT-4 Turbo API provides developers with access to OpenAI's latest advancements in artificial intelligence, enabling the integration of sophisticated language models into applications. This model is designed to handle a variety of tasks, from simple text generation to complex problem-solving, making it a versatile tool for developers.
Developer Training Resources for GPT

Nov 15, 2024 | restack.io | Import Openai

Explore essential GPT training resources tailored for developers to enhance their skills and knowledge in AI technology. The framework for autonomous intelligenceGPT models are fundamentally token generators trained on vast amounts of web data. This training process inherently introduces biases based on the content available, which raises significant concerns regarding their reliability and safety.
Guide to Github Repo API

Nov 12, 2024 | restack.io | Import Openai

Explore the Github Repo API for developing AI applications on GitHub Pages, enhancing your project management and collaboration. The framework for autonomous intelligenceTo set up AutoPR in your GitHub repository, follow these detailed steps:Ensure you have your own OpenAI API key ready for integration. Create Workflow File: In your repository, create a new file named .github/workflows/autopr.yaml. Copy the contents from the GitHub workflow template.
Access Ai Mentor Studio

Nov 11, 2024 | restack.io | Import Openai

Learn how to effectively access Ai Mentor Studio for mentorship in AI development. The framework for autonomous intelligenceTo access AI Mentor Studio, you can start by navigating to the Google Cloud console. Once there, you will find the AI Studio option prominently displayed. This platform is designed to streamline the development of AI applications, providing a user-friendly interface and powerful tools to facilitate your projects.
Ai Podcast Creation Tools For Conversational Podcasts

Nov 11, 2024 | restack.io | Import Openai

Explore AI-driven tools for creating engaging conversational podcasts that enhance listener experience and streamline production. The framework for autonomous intelligenceAI-driven conversational podcasting is revolutionizing the way we create and consume audio content. By leveraging advanced natural language processing and machine learning algorithms, these tools enable creators to produce engaging podcasts with minimal effort.
10 Essential Practices for Building Robust LLM Applications

Jul 27, 2024 | dev.to | Vaibhav Singh |Import Openai

IntroductionI've been building LLM applications in the cloud. I've also seen a lot of developers making LLM apps which is super good for a MVP or prototype and needs some work to make it production ready. One or more of the listed practices when applied can help your application to scale in an effective manner. This article does not cover the entire software engineering aspect of the application development but rather only on the LLM wrapper applications.
The Hitchhiker's Guide to Vector Embeddings

Jul 18, 2024 | datastax.com | Import Openai

If you’re thinking about embarking your first adventure in generative AI, you might be wondering where you start. GenAI has opened up a host of new and exciting use cases for developers. By now you've probably seen your fair share of chat bots, but you can use GenAI to build intelligent agents, content creation experiences with text/audio/video, synthetic data, language translation and so much more. Underpinning most of those experiences are something called vector embeddings.