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2024年度RAG清单,RAG应用策略100+-首席AI分享圈

2024 RAG Inventory, RAG Application Strategy 100+

  Looking back to 2024, the big models are changing day by day, and hundreds of intelligent bodies are competing. As an important part of AI applications, RAG is also a "swarm of heroes and lords". At the beginning of the year ModularRAG continued to heat up, GraphRAG shine, open source tools in full swing in the middle of the year, the knowledge graph re-innovation opportunity, the end of the year graphical reasoning ...

AI knowledge
Claude Engineer: 利用Claude模型自主生成和管理AI工具的智能体对话助手-首席AI分享圈

Claude Engineer: A Conversational Assistant for Intelligent Bodies to Autonomously Generate and Manage AI Tools Using Claude Models

General Introduction Claude Engineer is an interactive command line interface (CLI) developed by Doriandarko that utilizes Anthropic's Claude-3.5-Sonnet model to assist in software development tasks. The framework allows Claude to generate and manage its own tools, continuously extending its capabilities through dialog...

Swarms:多智能体编排框架,企业级生产工具-首席AI分享圈

Swarms: Multi-intelligent Orchestration Framework, Enterprise Production Tool

Comprehensive Introduction Swarms is an enterprise-grade production-ready multi-agent orchestration framework designed to boost business productivity through efficient agent management and task processing. With support for multiple models, multiple memory systems and custom agent creation, the framework provides a modular design and comprehensive logging capabilities to ensure system...

Rexera 的 AI 智能体如何通过 LangGraph 驱动质量控制-首席AI分享圈

How Rexera's AI Intelligence Drives Quality Control with LangGraph

Learn how Rexera migrated to LangGraph to create powerful quality control intelligence for real estate business processes and significantly improve the accuracy of its Large Language Model (LLM) responses. Rexera is revolutionizing the $50 billion real estate transaction industry by leveraging AI to automate manual processes...

AI News
算了么:共享你电脑闲置 GPU 显卡算力赚钱,支持科学研究-首席AI分享圈

Forget it: Share your computer's unused GPUs and graphics cards to earn money and support scientific research!

Comprehensive Introduction Nevermind is a platform that utilizes the arithmetic power of idle graphics cards to perform scientific calculations and earn revenue. Users can support scientific research and technological advancement by sharing their computer's idle GPU resources while earning a certain financial return. The platform aims to promote scientific and technological progress and solve important scientific research challenges such as...

Sonic:音频驱动肖像图片生成面部表情生动的数字人口播视频-首席AI分享圈

Sonic: Audio-driven portrait images generate digital demo videos with vivid facial expressions

General Introduction Sonic is an innovative platform focused on global audio perception, designed to generate vivid portrait animations driven by audio. Developed by a team of researchers from Tencent and Zhejiang University, the platform utilizes audio information to control facial expressions and head movements to generate natural and smooth animated videos.Sonic ...

Ultravox:实时端到端语音对话的音频多模态大模型,GPT-4o语音交互的开源实现-首席AI分享圈

Ultravox: an audio multimodal macromodel for real-time end-to-end voice dialog, an open source implementation of GPT-4o voice interaction

Comprehensive Introduction Ultravox is an innovative multimodal Large Language Model (LLM) designed for real-time speech processing. Unlike traditional speech recognition systems, Ultravox eliminates the need for a separate Audio Speech Recognition (ASR) stage, and is able to directly convert audio to text in high-dimensional space. This feature makes...

卷起来了!长文本向量模型分块策略大比拼-首席AI分享圈

Rolled Up! Long Text Vector Model Chunking Strategies Competition

Long Text Vector Modeling The ability to encode ten pages of text into a single vector sounds powerful, but is it really practical? Many people think... Not necessarily. Is it okay to use it directly? Should it be chunked? How to divide the most efficient? This article will take you in-depth discussion of different chunking strategies for long text vector models, analyzing the pros and cons...

AI knowledge
Research Rabbit:使用本地LLM进行网页研究和报告撰写,自动深入用户指定主题并生成总结。-首席AI分享圈

Research Rabbit: Web research and report writing using native LLM, automatically drilling down into user-specified topics and generating summaries.

General Introduction Research Rabbit is a native LLM (Large Language Model) based web research and summarization assistant. After the user provides a research topic, Research Rabbit generates a search query, obtains relevant web results, and summarizes those results. It will iterate this process to fill the knowledge gap...

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