使用 Langchain 和開源 Llama AI 在 Next.js 打造 AI Bot API Part 3 - 加入向量資料庫，讓AI擁有額外的腦袋![Mark Ku]()
時空背景 因為想要打造產品推薦機器人，但發現自己訓練技術門檻及訓練成本太高，且訓練完後回答有一定層度的隨機性，因此打算用 AI Agent 技術，搭配別人己訓練好的大型語言模型。 為了避免 AI…
October 14, 2024
1 min
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使用 NestJS - 實作第三方 OAuth 授權登入服務![Mark Ku]()
前言 做了簡易的 OAuth 練習，就順便學了 NestJS (Node)後端框及 Prisma (ORM) 。 目的 開放授權（OAuth…
October 13, 2024
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使用 Langchain 和開源 Llama AI 在 Next.js 打造 AI Bot API Part 2 - 打造 AI 具有記憶功能的 AI Agent![Mark Ku]()
前言 先前有試著將 Python Langchain 換成 Node 版 ，但 Langchain node…
October 12, 2024
1 min
這些年對 Next.JS 做過的網站效能優化![Mark Ku]()
前言 用了兩年多 Next.JS 框架，本身針對JS建構或圖像本身就做了最佳化，就順手整理了一下，我們做過了那些優化。 1.圖片最佳化 Next.JS…
October 10, 2024
1 min
用 Google Cloud Platform 搭建內網穿透伺服器 ( Frp Server )![Mark Ku]()
解決問題 先前一篇文章 介紹過如何透過免費的 Frps 反向代理伺服器，將內網網站經過映射出去，但因為免費的真的太不穩定，BLOG 和 DEMO 網站，常常服務會掛掉，後來經網友推薦，Google…
September 30, 2024
1 min
使用 Langchain 和開源 Llama AI 在 Next.js 打造 AI Bot API Part 1 - 從了解 lanchain 開始![Mark Ku]()
前言 先前我利用 Langchain 來優化德國某電子商務網站的 SEO ，當時使用的是 Azure AI，不過，由於月底總是預算耗盡，我開始尋找替代方案，最終找到Facebook 開源的AI…
September 30, 2024
1 min
開源AI微調工具 - LLAMA Factory 模型微調![Mark Ku]()
接續先前 LLama factory 的微調 首先，我打算用，並用本地的資料集 (Data Set)進行訓練 定義本地資料夾 faqs 訓練檔 acer_faqs.json…
September 25, 2024
1 min
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