LangChain on VPS: Building AI Agents with Python

Installation

python3 -m venv env
source env/bin/activate
pip install langchain langchain-community langchain-ollama

Connect to Ollama

from langchain_ollama import OllamaLLM
llm = OllamaLLM(model="llama3.2")
print(llm.invoke("Hello!"))