Concept Overview Vscode is a code editor (IDE) developed by Microsoft. Cline is a plugin for Vscode that integrates AI models such as OpenAI, providing intelligent code generation. Official website: https://github.com/cline/cline LLama is a large language model developed by Meta. Installation The installation of Cline can be done by searching for the plugin in the … Read more
1. On January 24, 2025, before the market opened, OpenAI released its first agent, Operator, which can accurately understand instructions and autonomously complete various tasks. 2. On the morning of January 23, 2025, Huawei’s Yu Chengdong revealed in a video that a new app called Xiaoyi will be launched in the new year, which includes … Read more
1. AutoGPT Recently, the hot topic has been AutoGPT. I must say, AI is developing so fast that new things are coming out every few days, and we can barely keep up with the times. AutoGPT is an open-source application that showcases the capabilities of the GPT-4 language model. This program is powered by GPT-4 … Read more
Since the rise of ChatGPT, new GPT-based products have been emerging regularly, exciting and alarming everyone. Recently, an application called AutoGPT has become popular. As the name suggests, it can “automatically complete the tasks you give“. You simply tell it what role it should play and describe your task requirements, and it can complete everything … Read more
In this tutorial, we will delve into how to build an intelligent Q&A system with conditional branching using the langgraph framework. We will analyze the code step by step, understand the functionality of each part, and explain the principles behind it. The ultimate goal is to enable you to create an AI assistant that can … Read more
In this tutorial, we will learn how to build an intelligent document retrieval system using langgraph. This system can extract information from web pages, perform intelligent segmentation, and achieve precise Q&A functionality through query analysis and vector retrieval. 1. Install Dependencies <span>pip install beautifulsoup4</span> 2. Import Necessary Libraries import bs4 from typing import Literal from … Read more
Utilize LangChain, LangGraph, and Yahoo Finance to build a stock performance analysis agent. Long press to follow “AI Technology Forum” AI Empowered Stock Analysis In stock trading, investors rely on various tools and methods to make informed decisions. One method is fundamental analysis, which provides operational advice by evaluating a company’s financials against stock performance. … Read more
Opinion / Liu Run Main Writer / You An Editor / Li Sang This is the 1841st original article from Liu Run’s public account. Yesterday, upon waking up, OpenAI in the United States officially announced the large model GPT–4. It has only been 105 days since the launch of ChatGPT based on GPT–3.5. The speed … Read more
You may have heard of the concept of word embedding, which represents semantics using numerical vectors. The closer the numerical vectors are, the more similar the corresponding statements or words are in meaning. LlamaIndex also uses embeddings to represent documents. The embedding model takes text as input and returns a long string of numbers that … Read more
One of the primary steps to consider when building any LLM application based on data is choosing the right LLM. LLMs are a core component of LlamaIndex. They can be used as standalone modules or inserted into other core LlamaIndex modules (indexers, retrievers, query engines). They are generally used during the response synthesis step after … Read more