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Source channel @githubtrending · Post #14993 · Jul 24

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#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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@kejiland00 · Post #467 · 04/10/2026, 05:51 AM

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TG的内置VPN，无需使用代理软件或者vpn软件即可访问Telegram 内置VPN的优势： 速度快，不容易封号，省资源，无需担心审查问题，非常安全 TG内置VPN: HK香港节点 https://t.me/socks?server=47.243.171.33&port=1080&user=9&pass=9 https://t.me/socks?server=47.243.18.82&port=1080&user=888&pass=888 https://t.me/socks?server=47.76.149.228&port=1080&user=888&pass=888 https://t.me/socks?server=8.210.179.43&port=1080&user=888&pass=888 https://t.me/socks?server=47.243.55.157&port=1080&user=9&pass=9 https://t.me/socks?server=8.210.206.249&port=1080&user=9&pass=9 https://t.me/socks?server=47.86.232.226&port=1080&user=123456&pass=123456 频道 @clashvpnn #tg内置代理#内置vpn#mtproto#socks5#tgvpn#免费vpn

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v2ray/clash免费节点/tg内置vpn

@clashvpnn · Post #82 · 04/23/2026, 04:34 PM

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telegram内置vpn 内置代理 某些代理如果无法连通，请关闭你的vpn再尝试重连 https://t.me/socks?server=47.242.42.95&port=1080&user=9&pass=9 https://t.me/socks?server=47.76.149.228&port=1080&user=888&pass=888 https://t.me/socks?server=47.237.102.12&port=1080&user=555&pass=555 https://t.me/socks?server=47.243.18.82&port=1080&user=888&pass=888 https://t.me/socks?server=8.210.179.43&port=1080&user=888&pass=888 https://t.me/socks?server=8.210.206.249&port=1080&user=9&pass=9 https://t.me/socks?server=47.86.232.226&port=1080&user=123456&pass=123456 https://t.me/socks?server=47.243.55.157&port=1080&user=9&pass=9 https://t.me/socks?server=206.123.156.176&port=8620 https://t.me/socks?server=47.243.20.141&port=1080&user=9&pass=9 https://t.me/socks?server=47.243.171.33&port=1080&user=9&pass=9 频道 @clashvpnn #tg内置代理#内置vpn#mtproto#socks5#tgvpn#免费vpn

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#tg内置代理#内置vpn#mtproto#socks5#tgvpn#免费vpn
v2ray/clash免费节点/tg内置vpn

@clashvpnn · Post #36 · 04/12/2026, 02:05 AM

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telegram内置vpn 内置代理 某些代理如果无法连通，请关闭你的vpn再尝试重连 https://t.me/socks?server=47.242.42.95&port=1080&user=9&pass=9 https://t.me/socks?server=47.76.149.228&port=1080&user=888&pass=888 https://t.me/socks?server=47.237.102.12&port=1080&user=555&pass=555 https://t.me/socks?server=47.243.18.82&port=1080&user=888&pass=888 https://t.me/socks?server=8.210.179.43&port=1080&user=888&pass=888 https://t.me/socks?server=8.210.206.249&port=1080&user=9&pass=9 https://t.me/socks?server=47.86.232.226&port=1080&user=123456&pass=123456 https://t.me/socks?server=47.243.55.157&port=1080&user=9&pass=9 https://t.me/socks?server=206.123.156.176&port=8620 https://t.me/socks?server=47.243.20.141&port=1080&user=9&pass=9 https://t.me/socks?server=47.243.171.33&port=1080&user=9&pass=9 频道 @clashvpnn #tg内置代理#内置vpn#mtproto#socks5#tgvpn#免费vpn

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#tg内置代理#内置vpn#mtproto#socks5#tgvpn#免费vpn
v2ray/clash免费节点/tg内置vpn

@clashvpnn · Post #18 · 04/09/2026, 10:00 AM

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TG的内置VPN，无需使用代理软件或者vpn软件即可访问Telegram 内置VPN的优势： 速度快，不容易封号，省资源，无需担心审查问题，非常安全 TG内置VPN: HK香港节点 https://t.me/socks?server=47.243.171.33&port=1080&user=9&pass=9 https://t.me/socks?server=47.243.18.82&port=1080&user=888&pass=888 https://t.me/socks?server=47.76.149.228&port=1080&user=888&pass=888 https://t.me/socks?server=8.210.179.43&port=1080&user=888&pass=888 https://t.me/socks?server=47.243.55.157&port=1080&user=9&pass=9 https://t.me/socks?server=8.210.206.249&port=1080&user=9&pass=9 https://t.me/socks?server=47.86.232.226&port=1080&user=123456&pass=123456 频道 @clashvpnn #tg内置代理#内置vpn#mtproto#socks5#tgvpn#免费vpn

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#tg内置代理#内置vpn#mtproto#socks5#tgvpn#免费vpn