The AI protocol stack in one list
▪️ MCP
▪️ A2A
▪️ ACP
▪️ AG-UI
▪️ ANP
▪️ LSP
▪️ OpenAPI
▪️ OAuth 2.0
▪️ OpenTelemetry AI
▪️ JSON Schema
▪️ JSON-RPC 2.0
Bookmark the list to keep it handy!
Here is also a practical guide explaining all these protocols - what each one does, where it fits, and when to use it.
Check it out → https://t.co/k8O4Wnm3IT
Web scraping will never be the same!
Crawl4AI simplifies web crawling and data extraction, making it ready to use for LLMs and AI applications.
Here’s why it’s a game-changer:
🆓 Free and open-source
🚀 Blazing fast performance,
🤖 LLM-friendly output formats (JSON, cleaned HTML, markdown)
🌍 Supports crawling multiple URLs simultaneously
🎨 Extracts all media tags (Images, Audio, Video)
🔗 Extracts all external and internal links
But that’s not all:
📚 Extracts metadata from pages
🕵️ User-agent customization
🖼️ Takes screenshots of pages
📜 Executes custom JavaScript before crawling
Link to the GitHub repo in next tweet!
Find me → @akshay_pachaar ✔️
For more insights & tutorials on AI and Machine Learning.
SQL Projects for Beginners to boost their resume!
1. Employee payroll management system
https://t.co/f3TV846QwF
2. Library Management System
https://t.co/rVdap56L3N
3. Student Database Management
https://t.co/jhHD5W9MJL
4. SQL For Data Analysis Full Portfolio Project
https://t.co/56v2cegGSx
5. Railway System Database
https://t.co/A76Po8PrFF
6. Inventory Control Management
https://t.co/wWFqqKSjkE
7. Online Retail Application Database
https://t.co/SC9oZRzRrC
8. Employee-Payroll-Management-System
https://t.co/f3TV846QwF
9. Music Store Data Analysis Project
https://t.co/LOFMeaZFpP
10. Google Data Analytics Certificate
https://t.co/WuoGSOx5fw
11. SQL for Data Science
https://t.co/C8ZwONisI2
12. IBM Data Analyst Certificate
https://t.co/fyyfzlrWnk
13. SQL for Data Analysis
https://t.co/nZa7adiI6z
14. SQL for Data Analytics - Learn SQL in 4 Hours
https://t.co/lgXalAequJ
15. Learn SQL for Data Analysis in one hour
https://t.co/W2UIVTAfQ6
16. SQL - Complete Course in 3 Hours (Hindi)
https://t.co/Zjg0PPWbe8
17. SQL for Data Science
https://t.co/Zjg0PPWbe8
18. SQL for Data Analysis: Solving real-world problems with data
https://t.co/kSj5QuptZu
Happy Learning!💛
Follow me @manishkumar_dev for more such content.
Dear Data Analyst/Scientist.
Read these books and you'll be miles ahead in your Data journey.
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I am grateful to @MinisterioTIC, #ds4a and @CorrelationOne for the opportunity to participate in this challenging course and to be one of the graduates of this Data Science program. Education is the path to a better country and we will build it hand in hand with everyone.