Best Alternatives to RAG in 3 Lines of Python
20 alternatives ranked by real usage data. RAG in 3 Lines of Python scores 32/100 — 20 tools score higher.
Got tired of wiring up vector stores, embedding models, and chunking logic every time I needed RAG. So I built piragi. from piragi import Ragi kb = Ragi(\["./docs", "./code/\*\*/\*.py", "https://api.example.com/docs"\]) answer =