Simple RAG

Simple RAG implementation.

Config

• Embedding: BAAI/bge-small-zh-v1.5
• Reranker: BAAI/bge-large-zh-v1.5
• Generator: Qwen2.5-7B-Instruct-1M
• Index: Faiss

Usage

1. Make sure uv is installed, then run:

uv sync

2. Put the context file in data/context.txt, then run:

uv run main.py