LEANN: Embedded vector DB framework for local RAG. On-demand computation & graph-based storage cut 97% space vs. traditional DBs. (LEANN:用于本地RAG的嵌入式向量数据库框架。按需计算和基于图的存储相比传统数据库节省97%空间。)
LEANN AI Framework drastically cuts vector index storage to <5% of original size, enabling 50x compression for efficient similarity search. LEANN AI 框架将向量索引存储降至原体积<5%,实现50倍压缩,提升相似性搜索效率。
Gemini: Google's comprehensive AI ecosystem for multimodal applications, from consumer products to developer APIs. (Gemini:谷歌面向多模态应用的综合AI生态系统,涵盖从消费产品到开发者API。)
DeepSeek: China's leading AI model with optimized Chinese processing, strong multilingual & code generation capabilities. (DeepSeek:中国领先的AI模型,具备优化的中文处理能力、强大的多语言和代码生成功能。)
TheAuditor provides database-first static analysis for Claude, preventing AI hallucinations via indexed SQLite queries. (TheAuditor为Claude提供数据库优先静态分析,通过索引SQLite查询防止AI幻觉。)
Claude AI's multi-layered security framework covers data, model, and operational security with best practices for deployment and threat mitigation. Claude AI多层防御架构涵盖数据、模型与运营安全,提供部署实践与威胁缓解方案。