AI open source project

Total 1020 articles posts
LettuceDetect:检测RAG系统幻觉的高效工具

LettuceDetect: an efficient tool for detecting hallucinations in the RAG system

Comprehensive Introduction LettuceDetect is a lightweight open-source tool developed by KRLabsOrg that specializes in detecting hallucinatory content generated in Retrieval Augmented Generation (RAG) systems. It identifies responses that are not supported by the context by comparing the context, the question, and the answer...
1yrs ago
072.6K
Swarms:多智能体编排框架,企业级生产工具

Swarms: Multi-intelligent Orchestration Framework, Enterprise Production Tool

General 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 that the system...
2yrs ago
071.7K
zChunk:基于Llama-70B的通用语义分块策略

zChunk: a generic semantic chunking strategy based on Llama-70B

Comprehensive Introduction zChunk is a novel chunking strategy developed by ZeroEntropy that aims to provide a solution for generic semantic chunking. The strategy is based on the Llama-70B model, which optimizes the chunking process of documents by prompting for chunks to be generated, ensuring that information retrieval is maintained at a high...
1yrs ago
071.4K
Vision is All You Need:使用视觉语言模型构建智能文档检索系统(Vision RAG)

Vision is All You Need: Building an Intelligent Document Retrieval System Using Visual Language Models (Vision RAG)

Comprehensive Introduction Vision-is-all-you-need is an innovative visual RAG (Retrieval Augmented Generation) system demonstration project that breaks new ground in applying Visual Language Modeling (VLM) to the document processing domain. Unlike traditional text chunking methods, the system directly makes...
2yrs ago
070.7K
混元Turbo S:腾讯推出的快思考大模型(开放申请)

Hybrid Turbo S: Tencent's Big Model of Fast Thinking (open for applications)

Comprehensive Introduction Tencent Hybrid Turbo S is a new generation of Tencent's self-developed fast-thinking model, which has been launched on Tencent Cloud's official website, and will be officially released on February 27th, 2025. It is different from traditional slow thinking models (such as Deepseek R1 and Mixed Meta T1), and can realize "second reply", spit...
1yrs ago
069.9K
Megrez-3B-Omni:端侧多模态理解模型,支持文本、图像、音频多模态理解和分析

Megrez-3B-Omni: an end-side multimodal understanding model supporting text, image, and audio multimodal understanding and analysis

Comprehensive Introduction Infini-Megrez is an edge intelligence solution developed by the unquestioned core dome (Infinigence AI), aiming to achieve efficient multimodal understanding and analysis through hardware and software co-design. At the core of the project is the Megrez-3B model, which supports graph...
2yrs ago
068.8K