这两天 Andrej Karpathy 的最新演讲在 AI 社区引发了热烈讨论，他提出了「软件 3.0」的概念，自然语言正在成为新的编程接口，而 AI 模型负责执行具体任务。 Karpathy 深入探讨了这一变革对开发者、用户以及软件设计理念的深远影响。他认为，我们不只是在使用新 ...

llm-graph-builder是一个利用大型语言模型（如OpenAI、Gemini等）从非结构化数据（PDF、DOCS、TXT、YouTube视频、网页等）中提取节点、关系及其属性，并使用Langchain框架创建结构化知识图谱的应用程序。它支持从本地机器、GCS或S3存储桶或网络资源上传文件，选择LLM模型 ...

检测社交媒体中的恶意机器人是维护平台生态和遏制虚假信息传播的关键。传统方法依赖人工特征易被规避，而纯图模型忽略语义信息且计算成本高。本文提出BotLGT框架，通过融合LLM语义嵌入、结构模式增强的图神经网络以及线性注意力机制，实现高效的全局 ...

Since the groundbreaking 2017 publication of “Attention Is All You Need,” the transformer architecture has fundamentally reshaped artificial intelligence research and development. This innovation laid ...

The problem: Generative AI Large Language Models (LLMs) can only answer questions or complete tasks based on what they been trained on - unless they’re given access to external knowledge, like your ...

We are in an exciting era where AI advancements are transforming professional practices. Since its release, GPT-3 has “assisted” professionals in the SEM field with their content-related tasks.

Researchers at the Tokyo-based startup Sakana AI have developed a new technique that enables language models to use memory more efficiently, helping enterprises cut the costs of building applications ...

Meta open-sourced Byte Latent Transformer (BLT), an LLM architecture that uses a learned dynamic scheme for processing patches of bytes instead of a tokenizer. This allows BLT models to match the ...