NL2SQL ( Natural Language to(2) SQL )
WSL2 ( Windows Subsystem for Linux2 )

wsl -l -v
wsl -d Ubuntu-22.04
wsl

1) sudo apt-get update
2) sudo apt-get install python3 python3-pip -y

AI Agent
-> LLM 이 외부 API 를 활용하는 것
-> functions vs tools ( server side 에서 관리 )

local LLM model

curl -fsSL https://ollama.com/install.sh | sh
ollama ps
ollama pull aya-expanse
ollama list
ollama run aya-expane

2GB 스왑 파일 생성

sudo fallocate -l 2G /swapfile
sudo chmod 600 /swapfile
sudo mkswap /swapfile
sudo swapon /swapfile

적용 확인

free -h

nohup ollama run qwen3:0.6b > ollama_qwen3.log 2>&1 &

vi run_code_ollama.sh
./run

.wslconfig
[wsl2]
memory=4GB
swap=2GB # 스왑 공간 설정

Gradio

pip install -U gradio

Streamlit

LangChain

https://smith.langchain.com/hub

smith.langchain.com