Mastodawn

"5 Dự Án NLP Hài Hước Cho Người Mới Bắt Đầu từ bài viết trên KDNuggets. Các dự án thực tế giúp bạn học xử lý ngôn ngữ tự nhiên dễ dàng và thú vị! #NLP #XửLýNgônNgữTựNhiên #BeginnerProjects #DựÁnHọcCôngNghệ"

5 creative RAG projects for beginners: Build with open-source models, create multimodal systems for PDFs with images/tables, develop on-device RAG with ObjectBox, construct real-time pipelines using Neo4j knowledge graphs, and implement agentic RAG with Llama-Index for multi-step reasoning. #RAG #MachineLearning #AI #LLM #DataScience #Python #BeginnerProjects #TechTutorials https://www.kdnuggets.com/5-fun-rag-projects-for-absolute-beginners

Your first RAG project doesn’t have to be basic. Here’s how to make it awesome from day one.

KDnuggets

Picked up a $7.50 beginner cross stitch kit.

Spent the first 20 minutes just learning how to thread the needle, only to realize the needle itself was busted.

Finally got about 50 stitches in, alongside some frayed thread and a whole stitch in the wrong place.

More stitches coming soon. Hopefully they form the right design!