Update readme

Author: paicaloid

README.md

@@ -1 +1,26 @@
-# mlflow-auth-docker
+# MLflow Deployment using Docker Compose with Authentication
+MLflow Server with [Authentication](https://mlflow.org/docs/latest/auth/index.html)
+
+This is an update version from [Toumash/mlflow-docker](https://github.com/Toumash/mlflow-docker)
+## Features
+  - MLflow server
+  - MinIO GUI as artifact storage
+  - PostgreSQL as mlflow storage
+  - scripts to create user and assign policy for MinIO
+  - scripts to creaet s3 bucket
+  - automated update password for MLflow admin
+  - test log experiment to MLflow
+
+## Setup
+1. Change parameter in `.env`, expetially for password and secret key
+   -  `POSTGRES_USER`, `POSTGRES_PASSWORD` for PostgreSQL
+   -  `MINIO_ROOT_USER` and `MINIO_ROOT_PASSWORD` for MinIO ROOT user
+   -  `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` for MinIO user to access S3 bucket from MLflow
+   -  `MLFLOW_TRACKING_USERNAME` and `MLFLOW_TRACKING_PASSWORD` for MLflow admin, initial from MLflow Authentication
+   -  `MLFLOW_TRACKING_NEW_PASSWORD` update password for MLflow admin
+2. Run `docker-compose up -d`
+3. Access MinIO GUI at [http://localhost:9000](http://localhost:9000) with `MINIO_ROOT_USER` and `MINIO_ROOT_PASSWORD`
+4. Access MLflow at [http://localhost:5000]([http://localhost:5000) with `MLFLOW_TRACKING_USERNAME` and `MLFLOW_TRACKING_NEW_PASSWORD`
+
+## Note
+- For Authentication, this feature is available in MLflow version 2.13.0 but this feature is still experimental and may change in a future release without warning.