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@gifrumah · Post #7079 · 07/20/2025, 04:04 AM
#NINGNING
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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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@bubbletealuv · Post #3373 · 10/07/2025, 01:48 PM
ᝬ 🐒 𖠵 ゛ (( 🤩) new post by bubbletealuv ↝ #Ningning ➛ #Aespa.. ✨ …( emoji ) 💭 взяли? буду рад увидеть плюсы и реакции.
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@bubbletealuv · Post #2781 · 11/09/2024, 02:02 PM
ᝬ 🤩𖠵 ゛ (( 🐰) new post by bubbletealuv ↝ #Ningning➛ #Aespa.. ✨ …( emoji ) 💭 взяли? буду рад увидеть плюсы и реакции.
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@HELPFLORIN · Post #8294 · 07/10/2023, 06:11 PM
𖥻 🎧 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #icon `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.
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@HELPFLORIN · Post #7752 · 05/21/2023, 01:11 PM
𖥻 🍵 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #icon (ⲃ ⲕⲟⲙⲙ.)) `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.
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@HELPFLORIN · Post #7565 · 05/09/2023, 10:12 AM
𖥻 🎧 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #icon `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.
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@HELPFLORIN · Post #6155 · 01/28/2023, 11:02 PM
𖥻 🍵 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #icon (ⲃ ⲕⲟⲙⲙ.)) `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.
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@HELPFLORIN · Post #6152 · 01/28/2023, 11:00 PM
𖥻 🍵 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #icon (ⲃ ⲕⲟⲙⲙ.)) `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.
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@HELPFLORIN · Post #6149 · 01/28/2023, 10:57 PM
𖥻 🍵 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #icon (ⲃ ⲕⲟⲙⲙ.)) `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.
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@HELPFLORIN · Post #6029 · 01/22/2023, 09:05 AM
𖥻 🍵 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #icon (ⲃ ⲕⲟⲙⲙ.)) `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.
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@fancam666 · Post #2184 · 05/25/2023, 10:28 AM
#宁艺卓#NingNing 戛纳红毯
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@HELPFLORIN · Post #7629 · 05/12/2023, 08:01 AM
𖥻 🍵 ›› ֗ . . ✦ › › #ningning — #aespa ➫ 𝘁𝗮𝗴𝘀 — #slicing (ⲃ ⲕⲟⲙⲙ.)) `` взяⲗυ ♡゙ — ‹ + › ⲃ ⲕⲟⲙⲙ.