Source: Knowledge Graph Technology This article has 2500 words and is recommended to read in 5 minutes. This article will help you understand how knowledge graphs can improve Retrieval-Augmented Generation (RAG) for information retrieval within companies. In this part of our AI series for knowledge management, you will learn how knowledge graphs enhance Retrieval-Augmented Generation … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP graduate students, university professors, and researchers from enterprises. Community Vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Source | Quantum … Read more
Course Introduction This course lasts about 2 hours and introduces multi-agent development based on Microsoft’s AutoGen framework, exploring a new world of large model applications. With the development of large models, generative AI is likely to become an important branch of future technology. AI Agents can make autonomous decisions, perceive changes in the environment, call … Read more
In recent years, the rapid development of large language model (LLM) technology has driven the widespread application of intelligent agents. From task automation to intelligent dialogue systems, LLM agents can greatly simplify the execution of complex tasks. To help developers build and deploy these intelligent agents more quickly, several open-source tools have emerged, especially those … Read more
Flowise is a low-code/no-code drag-and-drop tool that helps people easily visualize and build LLM applications. LLM applications have wide applications in many industries, from finance to healthcare, to retail and logistics. With FlowiseAI, even those without programming experience can create these applications without writing any code. This is also beneficial for organizations striving to quickly … Read more
Click to follow and get01 Muggle Society daily updates OpenAI has finally released the Assistants API, which allows users to build AI assistants within applications. We previously provided a beginner’s introduction to the use of the Assistants API: Interested students can click the image above to return to the original public account article for more … Read more
* Click the blue text above “Niupitang Doesn’t Brag” to follow me Hello everyone, I am Niupitang! Recently, while experimenting with large language model applications, I found that many developers face the same problem: they want to quickly build an intelligent Q&A system or document analysis tool, but are often deterred by complex code and … Read more
AutoGen is a multi-agent LLM framework released by Microsoft, designed to facilitate the creation of LLM applications by utilizing multiple agents that can interact with each other to handle tasks. These AutoGen agents can be customized according to specific needs, engage in conversations, and seamlessly integrate human participation. They adapt to various operational modes, including … Read more
01 1. Introduction to Flowise Today, I will introduce a powerful workflow orchestration tool for large models—Flowise. It has currently reached 22.5k stars on GitHub. It is considered one of the most user-friendly workflow orchestration tools for large models and can be used commercially for free. Flowise is based on LangChain.js and is a very … Read more
Aitrainee | Public Account: AI Trainee 🌟 Drag-and-drop UI to build your custom LLM workflows: Flowise, a user-friendly, no-code platform that simplifies the process of building LangChain workflows, allows developers to create LLM applications without writing code. Flowise’s key features include drag-and-drop UI, user-friendliness, and versatility. Simplifying LangChain workflow development with an intuitive drag-and-drop interface … Read more