In recent years, the development of "AI agents" that autonomously plan and execute tasks has become increasingly active. However, large language models (LLMs) alone cannot retrieve real-time web ...

MADARAWAFUS/ ├── MADARAWAFUS/ │ ├── init.py # Pyrogram client initializer │ ├── main.py # Advanced module auto-loader │ ├── logging.py # Custom colorlog setup │ ├── database/ │ │ └── Mangodb.py # Core ...

Campus Credential (CC) is a forerunner in the education and training sector since its inception. CC has successfully trained more than 11,000 students each year with a success rate of more than 90%.

I sometimes think about related processes together.

Most RAG projects I built or saw earlier were simple: Upload a document → ask a question → get an answer. But I wanted to understand what a more realistic RAG product actually needs. So I built ...