Chronicles-of-AI / osAIris

An MLOps tool for all

osAIris 🔱

MLOps tool for ALL

An answer to all your ML Problems.

Complete End-to-End Application for setting up and integrating with products for MLOps

Offerings

ML Capabilities

1. AWS Rekognition
2. AWS Comprehend
3. AWS SageMaker
4. GCP AutoML

Integrations

1. Label Studio -- Annotation tool
2. Redoc -- API Documentations

Setup Instructions

Step 1: Clone the repository

git clone [e-mail]:Chronicles-of-AI/osAIris.git

Step 2: Setup your cloud credentials

1. AWS: https://chroniclesofai.com/aws-cli-and-sdk-setup-for-devs/
2. GCP: https://chroniclesofai.com/vertex-ai-setup-for-devs/

Step 3: Navigate to osAIris directory on your local system and build the containers

Below command will build all the necessary docker containers

sh build_all.sh

Step 4: Wait for the docker images to be pulled/build.⏰

Step 5: Start the containers 🏁

sh start_all.sh

Step 6: Verify the APIs on 🧐

Open up your browser and check the link below to verify the APIs.

localhost:7000/docs

Housekeeping 🛠

Application logs 📝

We use python native logging mechanism. For application level logs run

tail -f logs/debug.logs

Docker logs 📊

Run below command to get docker logs

docker compose logs -f

Clean-up 🧴

Run below command to bring down all the Docker containers

docker compose down

Restart 🏁

Run below command to restart all your docker containers

./restart_all.sh

User Registeration and Authentication

To start using the APIs, user need to register and then authenticate their user. Follow the steps as shown in the video below to get authenticated.