Hi,

If you've recently installed Jupyter-AI and tried interacting with popular providers like OpenAI, Ollama, or others, you may have noticed that a minimal installation(pip install jupyter-ai) is missing some necessary packages.

At this point, you have two options:

  • Install the full versio...

You don’t need a browser to find cloud free tier models on Ollama. You can fully automate the process directly from the command line.

The idea is simple: first, fetch the search pages. Then extract the model names and filter for tags that include “cloud.” These tags typically indicate cloud suppor...

Requirements:

pip install langgraph langchain_ollama 

Here is the complete code for building a chatbot that uses Ollama as its provider:

from typing import Annotated
from typing_extensions import TypedDict
from langgraph.graph import StateGraph, START, END
from langgraph.graph.message import a...