Basic Chatbot in LangGraph

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...
ollama langgraph chatbot llm python langchain
How to Emulate Ollama

Hey,

I wanted to share some code snippets from my latest experiment, where I attempted to emulate an Ollama server.

While working with create-llama, I needed to capture the exact queries sent to the Ollama server and the responses received from it. To do this, I created a mock Ollama server. H...

python ollama socket llamaindex create-llama curl
Setting Up a Conda Virtual Environment with JupyterAi Support

If you enjoy working with Jupyter Notebooks/Lab or JupyterAI, you can use this template to easily set up your virtual environment.

Setting Up LlamaIndex and Jupyter-AI with Conda
Here's how to set up LlamaIndex and Jupyter-AI using Conda, with a touch of pip to install the langchain-ollama...

python llamaindex ollama conda virtual_environment jupyter-ai jupyterlab jupyter