lytt925.github.io's People
lytt925.github.io's Issues
Blob Storage and Blob 筆記 - YT的學習筆記
https://lytt925.github.io/2024/02/18/Blob-Storage-and-Blob/
Blob Storage是一種用於儲存非結構化資料的雲端儲存服務,廣泛應用於各種場景,例如影像儲存、影片串流、資料備份等等。AWS S3、MinIO 等服務就是用來儲存 Blob 的 object storage,這篇文章將介紹Blob的概念、Blob Storage和傳統儲存方式的差異和好處。
Retrieval Augmented Generation (RAG) 介紹 - YT的學習筆記
https://lytt925.github.io/2024/02/22/RAG-intro/
LLM具有強大的自然語言處理能力,許多應用也開始加入LLM來提升與人的互動能力。然而LLM也有其侷限性。他可能會產生幻覺且不會有來源佐證,且資訊不一定是up to date的,因為他的訓練資料以經是固定的。這樣的侷限性會導致沒辦法好好利用他很厲害的語言能力,所以有一些研究者提出了一些方法來解決這個問題,其中一個方法就是使用Retriever Augmented Generation (RAG)。
Hello World - YT的學習筆記
https://lytt925.github.io/2024/02/02/hello-world/
I am ytli
Welcome to Hexo! This is your very first post. Check documentation for more info. If you get any problems when using Hexo, you can find the answer in troubleshooting or you can ask me on GitHub.
Server-Sent Event (SSE) with LLM - YT的學習筆記
https://lytt925.github.io/2024/02/02/Server-Sent-Event-SSE-with-LLM/
Server-Sent Event is good
Vector DBs 筆記 - YT的學習筆記
https://lytt925.github.io/2024/02/21/vectorDBs-note/
因為最近在搞RAG,所以會需要研究一下Vector Databases,這篇文章就來筆記一下vector databases的概念和用途。
在LangChain使用LLM API自訂客製化的LLM - YT的學習筆記
https://lytt925.github.io/2024/02/25/Custom-LLM-in-LangChain/
最近必須使用一個LLM的API來做一個RAG應用,但是LangChain沒辦法直接接外部的LLM API,必須自己實作一個客製化的LLM Class來配合LangChain其他的功能。這篇文章將會介紹如何在LangChain使用外部的LLM API自訂LangChain的LLM Class。
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.