docker-compose-agent

This repository tries to solve docker compose deployment problems through an AI Agent.

[![DEMO](images/video.png)](https://youtu.be/OU8IXRFpsLk?feature=shared)

![Flow](./images/flow.svg)

# Pre Requisites
## Installation of docker 

Install docker from [here](https://docs.docker.com/engine/install/)

## Installation of docker-compose

Install docker compose from [here](https://docs.docker.com/compose/install/)

## Now install requirements.txt 

Which ever python  installation you are running be it virtual environment or anaconda 
install `pip install -r requirements.txt`

## Construct RAG
For generating RAG you need to clone some existing docker repositories

```
mkdir -p repos
cd repos
git clone https://github.com/Haxxnet/Compose-Examples.git

git clone https://github.com/docker/awesome-compose.git 

git clone https://github.com/ruanbekker/awesome-docker-compose.git

```

## Select either offline or online model. It could be ollama or online using 
## openrouter free key.  

## Note 
### If you are using github codespaces then it is very easy to try this just use

```
chmod +x setup.sh
./setup.sh
```

# Model selection 
## Offline models
### Installation of ollama 

install ollama from [here](https://ollama.com/download)

### Install offline models of deep seek
In one terminal keep running the following
```
ollama serve 
```

Also download these models
```
ollama pull deepseek-r1:1.5b 
ollama pull deepseek-r1:7b
ollama pull deepseek-r1:32b
ollama pull deepcoder:14b 
ollama pull llama3.2:3b 
ollama pull llama3.2:1b
ollama pull deepcoder:1.5b
ollama pull gemma3:4b 
ollama pull gemma3:12b 
ollama pull gemma3:4b
```

After downloading test the models using
by first downloading curl and then use

```
curl http://localhost:11434/api/generate -d '{
  "model": "deepseek-r1:1.5b",
  "prompt": "one word about me just one word",
  "stream": false
}'
```

Make sure it works and it keeps on running at `11434`

## Online model (free tier)

1. Go to [openrouter](https://openrou