If you want to really assess your RAG system —
you need to go deeper.

Ask:
✅ Is your retriever surfacing the right chunks?
✅ Is your generator actually using them — or just hallucinating? 🤔

Here is how I like to think about my RAG metrics (inspired by RAGAS)

These are common patterns from Hugging Face and Anthropic
Hugging Face - SmolAgents: huggingface.co/blog/smolage...

Anthropic - Building effective agents: www.anthropic.com/research/bui...

Are you going to chat all day with LLMs? 🤐
Here are the essential agentic workflows. 👇

What are the cutting-edge time series approaches? 📈✨
The VN1 Forecasting Competition showed winning techniques including time series foundation models, deep learning, statistical methods, machine learning, and ensembling.
Check out the techniques of the top 5 teams.
www.youtube.com/watch?v=CRGA...