Agentic AI

Research on Cross-Media Intelligence with Large and Small Model Collaboration

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Research on Cross-Media Intelligence with Large and Small Model Collaboration

Written by/Zhuang Yueting This article is divided into four parts: first, the research background and content; second, the introduction of the current two research approaches; third, the research foundation and progress made; and finally, the conclusion and outlook. 1 Research Background and Content Currently, large models/multi-modal large language models (LLM/MLLM) have reached new heights in … Read more

Three Agents Equal One GPT-4: A Collaborative Framework Based on Open Source Models

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Three Agents Equal One GPT-4: A Collaborative Framework Based on Open Source Models

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university teachers, and researchers from enterprises. The Community’s Vision is to promote communication and progress between the academic and industrial fields of natural language processing and machine learning, especially for the progress of beginners. Reprinted … Read more

Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

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Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

Source: Deephub Imba This article is approximately 1400 words long and suggests a reading time of 5 minutes. Integrating ChatGPT and LLM into various applications is just part of the potential of using language models. The emergence of ChatGPT and LLM technology has swept the world with these state-of-the-art language models, prompting not only AI … Read more

Professor’s View | Wei Hang: Is GPT+Meta the Intelligent Factory of Future Business Education?

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Professor's View | Wei Hang: Is GPT+Meta the Intelligent Factory of Future Business Education?

SUFE MBA/EMBA On December 19, 2024, the “2024 International Online Education Conference” hosted by the China Central Radio and Television Station and organized by Genesis Blue Ocean was successfully held in Beijing. The theme of this conference is “Empowering Education with Technology to Shape the Future”, bringing together authoritative experts in education, renowned principals, and … Read more

Decoding LLM Application Framework: DSPy

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Decoding LLM Application Framework: DSPy

In the past six months, I have been continuously engaged in development work related to LLM applications. However, as many may have noticed, there haven’t been many “cognitive-refreshing” technological or application changes lately, so I haven’t had enough enthusiasm to write new articles. Model Progress From the model perspective, since the release of GPT-4 in … Read more

AI Large Model Full-Stack Engineer Training Camp

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AI Large Model Full-Stack Engineer Training Camp

1 Background of AI Large Model Training With the rapid development of technology, Artificial Intelligence (AI) has become an important driving force leading a new round of technological revolution and industrial transformation. Large Language Models (LLMs), as a revolutionary breakthrough in the AI field, are reshaping our understanding of intelligent interaction, knowledge management, content creation, … Read more

LangChain and ChatGLM Local Q&A Bot Development Project

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LangChain and ChatGLM Local Q&A Bot Development Project

In the current field of artificial intelligence research and applications, large model technologies such as Transformer, BERT, and the GPT series have become the core technological drivers. LangChain and ChatGLM, as applications based on large models, provide new ideas and solutions in the fields of Q&A systems and dialogue systems. To adapt to this trend, … Read more

LangChain: Practical Guide to AI Application Development

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LangChain: Practical Guide to AI Application Development

Source: Zhuanzhi This article is a book introduction, recommended reading time 5 minutes. Learn to build complex AI applications using the latest popular frameworks in Python. This practical guide will take you from basic chatbots to advanced assistants capable of reasoning over data. Learn to build complex AI applications using the latest popular frameworks in … Read more

AI Literature Review with Wenxin Yiyan

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AI Literature Review with Wenxin Yiyan

The information age requires information literacy. With good information literacy, tasks can be done faster, better, and more efficiently, laying a solid foundation for self-directed learning and lifelong learning. Wenxin Yiyan AI Literature Review 1. Introduction to This Issue In recent years, generative AI has made leaps and bounds, with OpenAI in the USA releasing … Read more

Advanced Guide to AI Tool “Wenxin Yiyan” Applications

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Advanced Guide to AI Tool "Wenxin Yiyan" Applications

(Scan the QR code at the bottom of this page to learn more about the course) When it comes to Wenxin Yiyan, everyone is likely familiar with it. Developed by Baidu, Wenxin Yiyan is an advanced AI language model that can accurately continue the context, engage in smooth conversations, answer questions, or complete tasks based … Read more