在Kaggle執行QAnything(支援任意格式檔或資料庫的本地知識庫問答系統)

1.複製QAnything倉庫

!git clone -b develop_for_v1.3.1 https://github.com/netease-youdao/QAnything.git

2.切換工作目錄

%cd '/kaggle/working/QAnything'

3.更新Kaggle vllm版本

!pip install vllm -U

4.更新Kaggle pydantic版本

!pip install -U pydantic

5.安裝QAnything所需元件

!pip install -e .

6.安裝ngrok執行檔

!curl -s https://ngrok-agent.s3.amazonaws.com/ngrok.asc | sudo tee /etc/apt/trusted.gpg.d/ngrok.asc >/dev/null && echo "deb https://ngrok-agent.s3.amazonaws.com buster main" | sudo tee /etc/apt/sources.list.d/ngrok.list && sudo apt update && sudo apt install ngrok

7.新增ngrok認證token(需預先註冊)

!ngrok config add-authtoken <ngrok認證token>

8.安裝pyngrok

!pip install pyngrok

9.執行完成後會顯示public_url=”<公開網址>”

from pyngrok import ngrok, conf

conf.get_default().auth_token = "<ngrok認證token>"
port = "8777"
public_url = ngrok.connect(port).public_url
print(f"public_url=\"{public_url}\"")

10.執行完成後即可連至<公開網址>/qanything/進行知識庫問答

!bash scripts/run_for_3B_in_Linux_or_WSL.sh

kaggle, qanything — 2024年5月6日