use-case-airflow-llm-rag-finance

use-case-airflow-llm-rag-finance

https://github.com/fanqingsong/use-case-airflow-llm-rag-finance/tree/main

airflow更新文档到向量数据库，应用使用向量数据库。

LLMOps: Automatic retrieval-augmented generation with Airflow, GPT-4 and Weaviate

This repository contains the DAG code used in the LLMOps: Automatic retrieval-augmented generation with Airflow, GPT-4 and Weaviate use case. The pipeline was modelled after the Ask Astro reference architecture.

The DAGs in this repository use the following tools:

• Weaviate Airflow provider
• Streamlit
• Weaviate
• FinBERT
• OpenAI GPT-4