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Many small businesses manage customer details, product inventory, cart items, orders, and payments manually using notebooks or basic spreadsheets. This manual process is time-consuming, prone to ...

这篇文章把 Streamlit 最常用的三块内容串了一遍：多页面怎么组织、数据库怎么连、文件怎么处理。 streamlit 这几年在数据科学圈子里火得很快。不用学前端，不用折腾路由，纯 Python 就能把数据分析脚本变成像模像样的 Web 应用。但真要拿它做点正事 —— 比如搭 ...

新智元报道 【新智元导读】文件系统可以让Agent更高效地「找东西」，降低了认知负担，提高了任务执行效率，减少了45%的token消耗和39%的成本，同时保持较高准确率。当同一个模型面对同一份数据时，接口长什么样，会不会直接改变它花掉多少 ...

Has anyone ever tried building their own local RAG system to have an AI search through and answer questions about their own documents? If you have, the first wall you usually hit is that it's "slow".