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Source channel @githubtrending · Post #14993 · Jul 24
#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch
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@SpeedCentre · Post #12776 · 10/09/2025, 12:21 AM
《参数汇总：代理工具的协议支持 & Apps与通用核心的隶属》 如两张图所示 VLESS 家族过于庞大，仅节选机场节点常用的特性/分支。 待有统计数据后，会再补充一些信息…… To be announced…… 网页版地址: https://www.haitunt.org/cheatsheet.html ⚠️这不是一份测评，而是纯粹的协议参数汇总表 #app#协议#代理工具#代理核心#代理协议#mihomo#singbox#xray#v2ray#v2fly#dae#大鹅#surge#小火箭#loon#stash#qx#surfboard#vless#reality#encryption#hy2#anytls#windows#win#macos#linux#openwrt#路由器#华硕#小米#软路由#插件#内网穿透#参数#速查手册#cheatsheet
@clashios · Post #58 · 10/09/2025, 05:54 AM
《参数汇总：代理工具的协议支持 & Apps与通用核心的隶属》 如两张图所示 VLESS 家族过于庞大，仅节选机场节点常用的特性/分支。 待有统计数据后，会再补充一些信息…… To be announced…… 网页版地址: https://www.haitunt.org/cheatsheet.html ⚠️这不是一份测评，而是纯粹的协议参数汇总表 #app#协议#代理工具#代理核心#代理协议#mihomo#singbox#xray#v2ray#v2fly#dae#大鹅#surge#小火箭#loon#stash#qx#surfboard#vless#reality#encryption#hy2#anytls#windows#win#macos#linux#openwrt#路由器#华硕#小米#软路由#插件#内网穿透#参数#速查手册#cheatsheet