本地运行的RAG与知识图谱AI代理，一键解决隐私与安全痛点，无需依赖云端模型配置。
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local mode…
本地运行、保护隐私的RAG+知识图谱智能代理，无需配置云模型即可使用强大工具。
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local mode…
新型图增强LLM框架Ex-GraphRAG，通过可解释证据路由解决GNN编码器节点贡献纠缠问题。
arXiv:2605.21994v1 Announce Type: cross Abstract: GraphRAG conditions language models on subgraphs retrieved from knowledge graphs, encoded via messag…
按能力和用例查找AI模型，非技术用户也能轻松找到合适的LLM，告别枯燥的技术列表
As an Enterprise Architect I work with Capabilities, Use Cases and Value Maps amongst other things. Hugging Face is a great resource for tracking down…
首个专门评估LLM集成知识图谱生成的基准测试发布，填补该领域关键空白。
arXiv:2605.19518v1 Announce Type: new Abstract: Generating Knowledge Graphs (KGs) remains one of the most time-consuming and labor-intensive tasks for…
融合图结构与Seq2Seq模型，提出GA-S2S框架提升知识图谱链接预测效果，论文亮点突出。
arXiv:2605.18211v1 Announce Type: new Abstract: We introduce Graph-Augmented Sequence-to-Sequence (GA-S2S), a novel framework that integrates a T5-sma…
基于增量语义知识图谱的状态化多轮对话评估方法，提升对话系统评测的连贯性与深度。
arXiv:2605.16650v1 Announce Type: new Abstract: Evaluating multi-turn dialogue systems remains challenging because response quality depends not only o…
探秘Agentic GraphRAG中引用忠实性的新视角：知识图谱遍历的上下文与溯源是关键
arXiv:2605.15109v1 Announce Type: new Abstract: Retrieval-Augmented Generation can improve factuality by grounding answers in external evidence, but A…
图增强RAG架构如何破解向量搜索在复杂企业数据中的结构盲区，实现多跳推理与精准关联。
Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard archite…
用知识图谱基准测试大模型的心理健康知识，评估临床判断的可靠性
arXiv:2605.15589v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used in the mental health domain, yet it remains unclear…
新框架SGR通过外部子图逐步引导LLM推理，提升复杂逻辑推理能力。
arXiv:2605.16117v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated strong capabilities across diverse NLP applications, su…
知识图谱太大难处理？这项研究用核心集引导，实现精准个性化摘要。
arXiv:2605.14900v1 Announce Type: new Abstract: Knowledge Graphs (KGs) are extensively used across different domains and in several applications. Ofte…
Vercel 发布官方插件，让 Claude Code 和 Cursor 等编码代理更懂你的 Vercel 项目，通过知识图谱实时注入平台技能与专用工具。
Claude Code and Cursor can now further understand Vercel projects using the new Vercel plugin and a full platform knowledge graph. The plugin observes…