腾讯网

超越RAG，DRAG让LLM准确率飙升45.5%，问题越复杂能力越强

专注AIGC领域的专业社区，关注微软&OpenAI、百度文心一言、讯飞星火等大语言模型（LLM）的发展和应用落地，聚焦LLM的市场研究和AIGC开发者生态，欢迎关注！ 我们都知道，大模型肚子里只有训练时学到的那些知识，有一个“截止日期”。为了解决这个问题，RAG ...
腾讯网

RAG-MCP：基于检索增强生成的大模型工具选择优化框架

面对工具生态系统扩张，大型语言模型的工具选择能力因提示词膨胀而受限。RAG-MCP通过检索增强生成技术实现动态工具选择，显著提升处理效率与准确率。本文深入剖析其技术原理与应用价值。 大型语言模型（LLMs）如GPT-4、Claude和Llama的发展标志着人工智能领域 ...
生物通

TreeQA：基于逻辑树推理增强LLM-RAG系统，实现可靠可解释的多跳问答

本文提出TreeQA框架，通过逻辑树分解多跳问题、融合结构化（KG）与非结构化知识源，并引入迭代自校正机制，显著提升大 ...
Geeky Gadgets

LLMWare unified framework for developing LLM apps with RAG

– High-performance document parsers to rapidly ingest, text chunk and ingest common document types. – Comprehensive intuitive querying methods: semantic, text, and hybrid retrieval with integrated ...
ZDNet

Make room for RAG: How Gen AI's balance of power is shifting

Much of the interest surrounding artificial intelligence (AI) is caught up with the battle of competing AI models on benchmark tests or new so-called multi-modal capabilities. But users of Gen AI's ...
Hackaday

Air Canada’s Chatbot: Why RAG Is Better Than An LLM For Facts

Recently Air Canada was in the news regarding the outcome of Moffatt v. Air Canada, in which Air Canada was forced to pay restitution to Mr. Moffatt after the latter had been disadvantaged by advice ...
InfoWorld

AWS brings RAG evaluation and LLM-as-a-judge feature to Amazon Bedrock

Amazon Web Services (AWS) has updated Amazon Bedrock with features designed to help enterprises streamline the testing of applications before deployment. Announced during the ongoing annual re:Invent ...
VentureBeat

Lasso Security sets new standard in LLM safety with Context-Based Access Controls

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More To scale up large language models (LLMs) in support of long-term AI ...