精准捕捉金融数据中AI的幻觉，用向量数据库对比和LLM验证双把关，让财务审计不再被语义相似误导
When I was building security auditing tools like Git Secret Scanner, the rules were binary: a vulnerability exists, or it doesn't. But when you start …
用SQLite实现本地语义搜索，查询时无需大模型，轻量高效的开源方案。
Article URL: https://github.com/williamliu-ai/fidx Comments URL: https://news.ycombinator.com/item?id=48791740 Points: 1 # Comments: 0
基于SQLite的AI Agent轻量级工具包，零配置即可获得全文搜索、向量搜索、任务队列和定时任务能力。
Article URL: https://github.com/qataruts/monlite Comments URL: https://news.ycombinator.com/item?id=48710233 Points: 1 # Comments: 0
用SQLite FTS5与向量搜索为Claude赋予全浏览记忆，精准降级设计确保鲁棒性。
Claude can read my files, my terminal, even my screen. But it had no idea what I read in my browser yesterday. That gap bugged me enough to build Brav…
本地搜索Claude聊天记录的开源神器，混合检索top-1达68.7%，高效管理超万条消息。
Article URL: https://github.com/luckyrmp/tinderbox-archive Comments URL: https://news.ycombinator.com/item?id=48421160 Points: 2 # Comments: 0
终结LLM上下文泄露：100%精度记忆，告别向量搜索的10%低效。
Article URL: https://tenureai.dev/ Comments URL: https://news.ycombinator.com/item?id=48409678 Points: 4 # Comments: 1
向量搜索无法胜任LLM长期记忆，这个新基准测试揭示其关键缺陷与应对方向。
Article URL: https://github.com/tenurehq/precisionMemBench Comments URL: https://news.ycombinator.com/item?id=48404090 Points: 1 # Comments: 0
开源工具包解决AI记忆中树结构数据的图遍历瓶颈，用向量搜索实现高效作用域检索。
Article URL: https://github.com/0xJaksun/lithium-core Comments URL: https://news.ycombinator.com/item?id=48319144 Points: 1 # Comments: 0
PageIndex 用文件级树结构让LLM在文档语料中推理，解决嵌入向量局限和相关性难题。
Article URL: https://pageindex.ai/blog/pageindex-filesystem Comments URL: https://news.ycombinator.com/item?id=48292189 Points: 1 # Comments: 0
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…
OpenAI新嵌入模型支持维度动态缩短，大幅提升向量搜索速度与灵活性。
Use Adaptive Retrieval to improve query performance with OpenAI's new embedding models
Booking.com如何用Weaviate向量搜索处理每天25万条消息，看生产级RAG和智能体AI实战。
Vector search looks easy, until you hit production scale. I'm super excited to share a new episode of the Weaviate Podcast with Başak from @bookingcom…