}

            try {
                final software.amazon.awssdk.services.s3.S3ClientBuilder builder =
                        S3Client.builder().endpointOverride(URI.create(endpoint)).region(Region.of(region)).forcePathStyle(true);

                if (StringUtil.isNotBlank(accessKey) && StringUtil.isNotBlank(secretKey)) {

        // For non-AWS endpoints (MinIO, etc.), set custom endpoint with path-style access
        if (StringUtil.isNotBlank(endpoint)) {
            builder.endpointOverride(URI.create(endpoint)).forcePathStyle(true);
        }

        this.s3Client = builder.build();
    }

    private String getRegion(final String region) {

        try {
            final S3ClientBuilder builder = software.amazon.awssdk.services.s3.S3Client.builder();

            // Set endpoint override (for MinIO/LocalStack compatibility)
            builder.endpointOverride(URI.create(endpoint));

            // Set credentials
            builder.credentialsProvider(StaticCredentialsProvider.create(AwsBasicCredentials.create(accessKey, secretKey)));

            // Set region