diff --git a/__tests__/main.test.ts b/__tests__/main.test.ts
index 42af5f1..9228bf9 100644
--- a/__tests__/main.test.ts
+++ b/__tests__/main.test.ts
@@ -1,3 +1,3 @@
-describe("TODO - Add a test suite", () => {
-  it("TODO - Add a test", async () => {});
-});
+describe('TODO - Add a test suite', () => {
+    it('TODO - Add a test', async () => {})
+})
diff --git a/lib/setup-julia.js b/lib/setup-julia.js
index e12c5c3..7871af9 100644
--- a/lib/setup-julia.js
+++ b/lib/setup-julia.js
@@ -17,26 +17,25 @@ var __importStar = (this && this.__importStar) || function (mod) {
 Object.defineProperty(exports, "__esModule", { value: true });
 const core = __importStar(require("@actions/core"));
 const exec = __importStar(require("@actions/exec"));
+const tc = __importStar(require("@actions/tool-cache"));
 const os = __importStar(require("os"));
+const path = __importStar(require("path"));
 function run() {
     return __awaiter(this, void 0, void 0, function* () {
         try {
-            const version = core.getInput("version");
-            core.debug(`selected Julia version: ${version}`);
+            const version = core.getInput('version');
+            console.log(`[DEBUG] selected Julia version: ${version}`);
             // Store information about the environment
             const osPlat = os.platform();
             const osArch = os.arch();
-            // For now, just download Linux x64 binaries
-            yield exec.exec("curl", [
-                "-O",
-                "https://julialang-s3.julialang.org/bin/linux/x64/1.0/julia-1.0.1-linux-x86_64.tar.gz"
-            ]);
-            yield exec.exec("tar xf julia-1.0.1-linux-x86_64.tar.gz");
-            // Add the downloaded binary to path
-            core.addPath("julia-1.0.1/bin");
+            // For now, just download Linux x64 binaries and add it to PATH
+            const juliaDownloadPath = yield tc.downloadTool('https://julialang-s3.julialang.org/bin/linux/x64/1.0/julia-1.0.4-linux-x86_64.tar.gz');
+            const juliaExtractedFolder = yield tc.extractTar(juliaDownloadPath);
+            const juliaCachedPath = yield tc.cacheDir(juliaExtractedFolder, 'julia', '1.0.4', 'x64');
+            const juliaPath = path.join(juliaCachedPath, 'julia-1.0.4');
+            core.addPath(path.join(juliaPath, 'bin'));
             // Test if it worked
-            yield exec.exec("julia", ["--version"]);
-            yield exec.exec("julia", ["-e", "'using InteractiveUtils; versioninfo()'"]);
+            yield exec.exec('julia', ['-e', 'using InteractiveUtils; versioninfo()']);
         }
         catch (error) {
             core.setFailed(error.message);
diff --git a/src/setup-julia.ts b/src/setup-julia.ts
index f1b84cc..8124342 100644
--- a/src/setup-julia.ts
+++ b/src/setup-julia.ts
@@ -1,32 +1,33 @@
-import * as core from "@actions/core";
-import * as exec from "@actions/exec";
+import * as core from '@actions/core'
+import * as exec from '@actions/exec'
+import * as tc from '@actions/tool-cache'
 
-import * as os from "os";
+import * as os from 'os'
+import * as path from 'path'
 
 async function run() {
-  try {
-    const version = core.getInput("version");
-    core.debug(`selected Julia version: ${version}`);
+    try {
+        const version = core.getInput('version')
+        console.log(`[DEBUG] selected Julia version: ${version}`)
 
-    // Store information about the environment
-    const osPlat = os.platform();
-    const osArch = os.arch();
+        // Store information about the environment
+        const osPlat = os.platform()
+        const osArch = os.arch()
 
-    // For now, just download Linux x64 binaries
-    await exec.exec("curl", [
-      "-O",
-      "https://julialang-s3.julialang.org/bin/linux/x64/1.0/julia-1.0.1-linux-x86_64.tar.gz"
-    ]);
-    await exec.exec("tar xf julia-1.0.1-linux-x86_64.tar.gz");
+        // For now, just download Linux x64 binaries and add it to PATH
+        const juliaDownloadPath = await tc.downloadTool(
+            'https://julialang-s3.julialang.org/bin/linux/x64/1.0/julia-1.0.4-linux-x86_64.tar.gz'
+        )
+        const juliaExtractedFolder = await tc.extractTar(juliaDownloadPath)
+        const juliaCachedPath = await tc.cacheDir(juliaExtractedFolder, 'julia', '1.0.4', 'x64')
+        const juliaPath = path.join(juliaCachedPath, 'julia-1.0.4')
+        core.addPath(path.join(juliaPath, 'bin'))
 
-    // Add the downloaded binary to path
-    core.addPath("julia-1.0.1/bin");
-
-    // Test if it worked
-    await exec.exec("julia", ["--version"]);
-  } catch (error) {
-    core.setFailed(error.message);
-  }
+        // Test if it worked
+        await exec.exec('julia', ['-e', 'using InteractiveUtils; versioninfo()'])
+    } catch (error) {
+        core.setFailed(error.message)
+    }
 }
 
-run();
+run()