雜談：什麼是RAG知識庫的必備條件？ / TALK: What Are the Prerequisites for a RAG Knowledge Base?

在陸陸續續地升級了Dify的各個元件後，赫然發現，目前作為RAG的知識庫，仍有許多不足之處。到底RAG知識庫應該具備什麼功能？這篇就來聊聊我的想法。

用爬蟲作為Dify的知識庫：Firecrawl / Using a Web Crawler as Dify's Knowledge Base: Firecrawl

Dify的知識庫能夠取自網路資料，再搭配我們自架的Coolcrawl來取代公開服務Firecrawl，就能夠抓取內部區域網路裡面的網路資料。接下來就讓我們來看看這要怎麼實作吧。

Dify's knowledge base can draw from online data, and by combining it with our self-hosted Coolcrawl (instead of the public service Firecrawl), it can also crawl data within the intranet. Let's take a look at how to implement this.

雜談：除溼機接上了Home Assistant，然後又離線了 / TALK: Dehumidifier WIFI Issues in Home Assistant

雖然威技的WIFI除溼機的確能夠透過Tuya物聯網跟Home Assistant連接，但它似乎會在網路中斷的時候，直接關閉WIFI功能的樣子。原本以為除溼機都能按照自動化規則自己好好運作，怎麽不知不覺又離線了呢？

成為國家認可的圖書館員吧！一個人備考也能開的AI讀書會 / Become a Nationally Certified Librarian! An AI Study Group for Solo Learners

唸資圖系或圖資系，未來可以做什麼工作？雖然大家的說法眾說紛紜，不過「圖書館員」仍然是此領域人才訓練的主要目標。在台灣要成為圖書館員的各種途徑中，透過國家考試成為具有「圖書資訊管理」專業的公務人員，又是許多人理想中的圖書館員職位。那要怎麼透過公職考試考上館員？要讀什麼書？要怎麼準備？我們就用這份講座來跟大家說明吧！

What kind of jobs can you get with a degree in Library and Information Science? While there are many different opinions, "librarian" remains the primary career goal for individuals trained in this field. In Taiwan, among the various paths to becoming a librarian, securing a civil servant position specializing in "Library and Information Management" through national examinations is the ideal librarian role for many. So, how can one pass the civil service exam to become a librarian? What should one study? How should one prepare? Let's address these questions in this lecture.

Fixed Short URL: https://l.pulipuli.info/24/dils/moe 

雜談：回顧2024的「布丁布丁吃什麼？」 / TALK: A Review of Pulipuli’s Blog in 2024

「布丁布丁吃什麼？」的總瀏覽量突破1500萬了！趁這個新的一年，一起讓我們來回顧看看2024年「布丁布丁吃什麼？」有哪些熱門話題吧！

如何用Felo AI搜尋特定網站的內容 / How to Search Specific Website Content Using Felo AI

用關鍵字檢索站內資訊時，你總是看到大量分散的網頁，不知道怎麽整合最需要的資料嗎？這篇教你用Felo Search來建立站內的「問答機器人」！

Are you tired of keyword searches returning tons of scattered web pages, making it difficult to consolidate the information you need? This post will teach you how to use Felo Search to create an internal "Q&A chatbot"!

離開抱抱臉: 讓Dify擁抱Ollama / Leaving Hugging Face: Embracing Ollama with Dify

在「自行架設大型語言模式應用程式：Dify」這篇我講到我在Dify裡面使用Hugging Face API作文字嵌入(embedding)，但啟動等待跟限速的限制降低了使用效率。這次我們把文字嵌入的工作交給自行架設的Ollama，讓我們來看看自行架設到底可以帶來什麼效益吧。

In the article "Self-Hosting a Large Language Model Application: Dify," I discussed using the Hugging Face API for text embedding within Dify. However, startup latency and rate limiting reduced efficiency. This time, we'll offload the text embedding task to a self-hosted Ollama instance. Let's explore the benefits of self-hosting.