End-to-End AI and Application Development Framework with Docker Compose

Ersin Akşar
4 min readJul 16, 2024
Photo by NASA on Unsplash

About the Project

This project aims to provide an end-to-end development framework that allows developers to get started with minimal effort. By using Docker Compose, it has become possible to run backend, frontend, database, and large language models with a single click. This system is integrated with artificial intelligence models and offers speed and efficiency to developers. The project is published as open-source on Medium and GitHub.

Purpose and Features of the Project

The main goal of the project is to simplify complex setup and configuration processes, enabling developers to quickly focus on their projects. This system:

Purpose and Features of the Project

The main goal of the project is to simplify complex setup and configuration processes, enabling developers to quickly focus on their projects. This system:

  • Backend and Frontend Integration: Quickly sets up backend and frontend components using FastAPI and Streamlit.
  • Large Language Models Integration: Runs large language models via Ollama container.

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Ersin Akşar
Ersin Akşar

Written by Ersin Akşar

Software developer, space scientist, innovator, engineer, world explorer

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