datawhalechina/llm-universe
A beginner-friendly tutorial on building LLM-powered applications with RAG and LangChain.

Velocity · 7d
+14
★ / day
Trend
→steady
star history
This project teaches developers how to build LLM applications from scratch. It covers calling LLM APIs from various Chinese and international providers, constructing knowledge bases, building RAG (Retrieval Augmented Generation) applications, and deploying them with Streamlit. The curriculum includes hands-on exercises with tools like LangChain, vector databases, and FastAPI, culminating in a personal knowledge base assistant project.