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A task queue enabling websites to serve ML models -- with RabbitMQ, Celery, all the good stuff.

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app
app
 
 
task_queue
task_queue
 
 
test
test
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
build.sh
build.sh
 
 
client-compose.yml
client-compose.yml
 
 
client-dockerfile
client-dockerfile
 
 
docker-compose.yml
docker-compose.yml
 
 
requirements.txt
requirements.txt
 
 
taskserver-compose.yml
taskserver-compose.yml
 
 
taskserver-dockerfile
taskserver-dockerfile
 
 

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FastAPI and Celery Distributed Task Queue

Working example of a distributed task queue using FastAPI and Celery, with a RabbitMQ broker.

Installation

Pull RabbitMQ image

docker pull rabbitmq

Usage

Build API and Task Server images

docker build -t celery_simple:latest .

Run API, Broker, and Task Server

docker-compose up

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A task queue enabling websites to serve ML models -- with RabbitMQ, Celery, all the good stuff.

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rabbitmq celery fastapi ml-engineering

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