搜索结果：人工智能

RAG-Anything is a comprehensive all-in-one multimodal document processing RAG system that seamlessly handles text, images, tables, equations, and other content types within a unified framework, elimin

本文提出了一种超越传统文档检索的RAG框架，将其演化为动态优化引擎。该框架通过动态检索和组合多种上下文（如定制指令、少样本示例），并基于交互反馈实时优化检索策略，优先选择高效用内容。系统形成闭环学习，能自动纠正错误、强化成功输出，使LLM无需重新训练即可持续改进，实现从静态检索到实时自适应优化的转变。

ContextMax is a browser-based tool that enables developers to create precise context sets for LLMs by specifying relevant files, functions, and workflows, ensuring privacy and efficiency without uploa

Awesome LLM Apps provides 100+ ready-to-run AI agent and RAG templates with step-by-step tutorials, covering AI Agents, Multi-agent Teams, MCP Agents, RAG, Voice Agents, and more. It's provider-agnostic, works with Claude, Gemini, OpenAI, xAI, Qwen, and Llama, and includes free tutorials on Unwind AI. 原文翻译： Awesome LLM Apps 提供100多个可直接运行的AI智能体和RAG模板，附带分步教程，涵盖AI智能体、多智能体团队、MCP智能体、RAG、语音智能体等。它支持多种模型提供商，包括Claude、Gemini、OpenAI、xAI、Qwen和Llama，并在Unwind AI上提供免费教程。

Headroom is a local, lossless compression tool for AI agent prompts that reduces token usage by up to 92% while maintaining accuracy, supporting major LLM providers and popular coding agents. 原文翻译： He

This research systematically evaluates quantization and dimensionality reduction techniques for RAG vector embeddings, finding that float8 quantization combined with PCA offers optimal 8x compression

GEO (Generative Engine Optimization) is the new paradigm for content visibility in the AI era, shifting focus from keyword ranking for search engines to semantic understanding and authority building f

A new group standard for Generative Engine Optimization (GEO) has been established in China to address risks like data poisoning and misinformation in AI-generated content, aiming to build a trustwort

AI and machine learning technologies now enable organizations to efficiently analyze unstructured data (80-90% of global content), uncovering valuable insights for fraud detection, risk management, an

DeepGEMM is an open-source high-performance tensor core kernel library from DeepSeek, focusing on optimizing GEMM operations for large language models with efficient FP8 precision and fine-grained sca