Exploring the Path of AIGC Applications

Exploring the Path of AIGC Applications

Artificial intelligence is a new track in the digital economy and a new hotspot in international competition. At the same time, public concerns about artificial intelligence remain, and how to control speed and direction while stepping on the gas to build a safe and trustworthy artificial intelligence industry ecosystem and explore AIGC based on trustworthy … Read more

Understanding AIGC: The Future of AI-Generated Content

Understanding AIGC: The Future of AI-Generated Content

The development of large models has driven various industries towards advancements in artificial intelligence. Among them, the hottest topic isAIGC. What exactly is AIGC? What makes it so popular? Next, let’s unravel the mysterious veil of AIGC step by step. πŸ‘‡πŸ‘‡πŸ‘‡ Unveiling the Mystery of AIGC Many terms related to AI have appeared online, let’s … Read more

Introduction to AIGC Technology Development and Applications

Introduction to AIGC Technology Development and Applications

AIGC (Artificial Intelligence Generated Content) refers to various multimedia content such as text, images, audio, and video generated by artificial intelligence technology. AIGC technology is a combination of machine learning and natural language processing technologies, which allows computers to simulate human creativity and judgment by learning and analyzing massive amounts of data, thus automatically generating … Read more

RAG Meets LLMs: Advancing Retrieval-Augmented Large Language Models

RAG Meets LLMs: Advancing Retrieval-Augmented Large Language Models

Source: ZHUAN ZHI This article is approximately 1000 words long and is recommended for a 5-minute read. In this tutorial, we provide a comprehensive review of the existing research on Retrieval-Augmented Large Language Models (RA-LLMs). As one of the most advanced technologies in the field of artificial intelligence, Retrieval-Augmented Generation (RAG) technology can provide reliable … Read more

Can Long Context Replace RAG?

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

Recent Advances in RAG for Large Models

Recent Advances in RAG for Large Models

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and researchers from enterprises. The vision of the community is to promote communication and progress between the academic and industrial worlds of natural language processing and machine learning, especially for the … Read more

RAG Knowledge Base: Making Learning More Efficient

RAG Knowledge Base: Making Learning More Efficient

Have you ever been troubled by these questions? Searching through a cluttered computer hard drive for an assignment you saved, clearly remembering the general content, but unable to find it by name because the file name has little to do with the content; or when writing a paper, you remember a piece of literature supporting … Read more

12 Pain Points of RAG and Solutions from NVIDIA Architect

12 Pain Points of RAG and Solutions from NVIDIA Architect

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and abroad, … Read more

Latest Developments in RAG: 16 New Models

Latest Developments in RAG: 16 New Models

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted … Read more

Beginner Friendly: What Are Large Language Models and RAG?

Beginner Friendly: What Are Large Language Models and RAG?

What Are Large Language Models (LLM) Large Language Models (LLM), also known as large language models, are a type of artificial intelligence model designed to understand and generate human language. The LLMs we commonly refer to typically contain hundreds of billions (or more) parameters and are trained on massive amounts of text data, allowing them … Read more