---
title: "Using ollama with python"  
description: "this blog tells about how python is used in ollama and how it is beneficial."  
author: "Yash Srivastava"  
published: 2026-06-04  
updated: 2026-06-04  
canonical: https://answers.mindstick.com/blog/352/using-ollama-with-python  
category: "technology"  
tags: ["ollama", "python programming", "llm"]  
reading_time: 2 minutes  

---

# Using ollama with python

## [Introduction](https://www.mindstick.com/articles/1514/introduction-to-backbone-js)

If you want to create applications like [AI](https://www.mindstick.com/services/artificial-intelligence) chatbots, Resume Analyzer, Content [Generation](https://www.mindstick.com/blog/300788/why-is-heart-attack-increasing-in-the-younger-generation) or any personal AI assistance then we must need any [programming](https://www.mindstick.com/articles/12214/web-development-company-in-india-laid-on-the-foundation-of-concrete-java-programming) language. Python help us as a bridge for easy [communication](https://www.mindstick.com/articles/126321/5-fails-and-fixes-of-the-office-communication) between the model and the user. By the help of python we can integrate ollama into our program and also can develop AI-powered [application](https://www.mindstick.com/blog/59/xaml-extensible-application-markup-language) using python.

## Why python?

Now the question can be ask why to use python over other programming language. so the reason is that python is most popular language for fields like [Artificial Intelligence](https://www.mindstick.com/services/artificial-intelligence) and [Machine Learning](https://www.mindstick.com/articles/324457/what-are-the-different-ways-to-improve-machine-learning-skills), most AI tool and frameworks also supports python so, it is very common to use python with ollama.

## Communication flow:

*The flow which is followed with or without any programming language is:-*

```python
without any programming language: User → Terminal → ollama → Model → Response here the user have to interact with the terminal every time the want any response of there prompt. with python: User → Python programing → ollama API → Model → Response → Python program → user now here user don't have to interact with terminal every time they can directly communicate with the programing language and can get there response.
```

Python interact with localhost API server for execution of the model.

## Required library for using ollama with python:

```python
pip install ollama
```

it loads all the dependencies and libraries of ollama in the program for response.

## Interaction with ollama:

now python program can send prompt to AI models.

```python
from ollama import chat response = chat(model='llama3', messages=[{'role': 'user', 'content': ‘What is AI?’}]) print(response['message']['content'])
```

read more about ollama:

previous topic: [understanding ollama API](https://answers.mindstick.com/blog/350/understanding-ollama-api) \
next topic: [building your first AI chatbot using ollama and python](https://answers.mindstick.com/blog/353/building-your-first-ai-chatbot-using-ollama-and-python)

---

Original Source: https://answers.mindstick.com/blog/352/using-ollama-with-python

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