Getting Started with LangChain: A Beginner’s Guide to Building LLM-Powered Applications

Getting Started with LangChain: A Beginner's Guide to Building LLM-Powered Applications

Author: Leonie Monigatti Translation: Zhao Jiankai Proofreading: zrx This article is approximately 4800 words long and is recommended for a 7-minute read. This article introduces you to the LangChain framework. Tags: LangChain, LLM Application, OpenAI Since the release of ChatGPT, large language models (LLMs) have gained significant popularity. Even if you may not have enough … Read more

Getting Started with LangChain Framework for Machine Learning

Getting Started with LangChain Framework for Machine Learning

This article will introduce the LangChain framework and explain its functions with Python code examples, utilizing the OpenAI API, along with code and results. Interested readers can follow along with the code. What is LangChain Framework LangChain is a framework for building and deploying applications based on language models (such as large language models, LLMs). … Read more

Understanding the LLAMA Series: Key Improvements

Understanding the LLAMA Series: Key Improvements

Author: Jay Chou from Manchester Reviewed by: Los Introduction: Since OpenAI launched the Chat GPT series, it has marked an important milestone in natural language processing technology—the explosion of large models LLM (Large Language Model). Although OpenAI provides functionality for document uploads and fine-tuning, the cost remains too high for impoverished users. Thus, the open-source … Read more

Goodbye Manual Coding: Native AI Code Generation Tool Copilot

Goodbye Manual Coding: Native AI Code Generation Tool Copilot

The AI programmer GitHub Copilot has been launched in Visual Studio 2022, but users must register on the homepage to have a chance to access the trial. Now, the AI programming assistant tool GitHub Copilot, jointly developed by Microsoft, OpenAI, and GitHub, is available for Visual Studio 2022. Last June, the AI code completion tool … Read more

Analysis of AIGC R&D and Data Privacy Compliance Obligations

Analysis of AIGC R&D and Data Privacy Compliance Obligations

1. ChatGPT Data Privacy Compliance Issues Spark Global Regulatory Attention Since the “sudden emergence” of ChatGPT, AIGC (AI-Generated Content, generative artificial intelligence, hereinafter referred to as AIGC) has attracted significant attention from regulatory agencies worldwide. The chairman of the U.S. Federal Trade Commission (FTC) stated that generative AI will be “highly disruptive,” and the FTC … Read more

What Is ChatGPT?

What Is ChatGPT?

At the end of 2022, the conversational large language model ChatGPT, released by the artificial intelligence lab OpenAI, became an overnight sensation. This product quickly became a hot new generation of artificial intelligence products due to its powerful text processing and human-computer interaction capabilities. A report by UBS Group shows that ChatGPT has surpassed 100 … Read more

The Complexity of GPT-3 and Its Distance from the Technological Singularity

The Complexity of GPT-3 and Its Distance from the Technological Singularity

The Most Complex Artificial Intelligence Super AI GPT-3 is destined to be one of the most important breakthroughs in the field of artificial intelligence in 2020. It is currently the most complex artificial intelligence language model in the world, developed by the renowned artificial intelligence open platform OpenAI. How complex is GPT-3? Technically, the most … Read more

What Does GPT Mean in ChatGPT?

What Does GPT Mean in ChatGPT?

Recently The new generation of generative artificial intelligence chatbots ChatGPT has become a regular on the trending searches From continuously answering questions, generating summaries, translating documents, to information classification, coding, scriptwriting, doing homework, and writing papers, ChatGPT can handle almost everything with ease. Moreover, ChatGPT can even question the premise of your questions and refuse … Read more

Detailed Analysis of ChatGPT and InstructGPT

Detailed Analysis of ChatGPT and InstructGPT

Source: JD Cloud Dolphin Data Science Laboratory This article is about 7000 words, recommended reading time is 15 minutes. To understand ChatGPT, we must first understand InstructGPT. Introduction The GPT series is a series of pre-trained models by OpenAI, where GPT stands for Generative Pre-Trained Transformer. As the name suggests, the purpose of GPT is … Read more

The Evolution of the GPT Family

The Evolution of the GPT Family

Abstract GPT (Generative Pre-trained Transformer) is a neural network model based on the Transformer architecture, which has become an important research direction in the field of natural language processing. This article will introduce the development history and technological changes of GPT, outlining the technical upgrades and application scenarios from GPT-1 to GPT-3, exploring the applications … Read more