diff --git a/.github/bump_deps.sh b/.github/bump_deps.sh
new file mode 100755
index 00000000..d8fff4a3
--- /dev/null
+++ b/.github/bump_deps.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+set -xe
+REPO=$1
+BRANCH=$2
+VAR=$3
+
+LAST_COMMIT=$(curl -s -H "Accept: application/vnd.github.VERSION.sha" "https://api.github.com/repos/$REPO/commits/$BRANCH")
+
+sed -i Makefile -e "s/$VAR?=.*/$VAR?=$LAST_COMMIT/"
diff --git a/.github/workflows/bump_deps.yaml b/.github/workflows/bump_deps.yaml
new file mode 100644
index 00000000..da7d09ab
--- /dev/null
+++ b/.github/workflows/bump_deps.yaml
@@ -0,0 +1,41 @@
+name: Bump dependencies
+on:
+  schedule:
+    - cron: 0 20 * * *
+  workflow_dispatch:
+jobs:
+  bump:
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - repository: "go-skynet/go-gpt4all-j.cpp"
+            variable: "GOGPT4ALLJ_VERSION"
+            branch: "master"
+          - repository: "go-skynet/go-llama.cpp"
+            variable: "GOLLAMA_VERSION"
+            branch: "master"
+          - repository: "go-skynet/go-gpt2.cpp"
+            variable: "GOGPT2_VERSION"
+            branch: "master"
+          - repository: "donomii/go-rwkv.cpp"
+            variable: "RWKV_VERSION"
+            branch: "main"
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Bump dependencies 🔧
+        run: |
+          bash .github/bump_deps.sh ${{ matrix.repo }} ${{ matrix.branch }} ${{ matrix.variable }}
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v5
+        with:
+          token: ${{ secrets.UPDATE_BOT_TOKEN }}
+          push-to-fork: ci-forks/LocalAI
+          commit-message: ':arrow_up: Update ${{ matrix.repo }}'
+          title: ':arrow_up: Update ${{ matrix.repo }}'
+          body: Bump of ${{ matrix.repo }} version
+          signoff: true
+
+
+
diff --git a/renovate.json b/renovate.json
index 35bd038e..4bd832f5 100644
--- a/renovate.json
+++ b/renovate.json
@@ -1,35 +1,4 @@
 {
   "$schema": "https://docs.renovatebot.com/renovate-schema.json",
-  "extends": ["config:base"],
-  "labels": ["PR: Dependency ⬆️", "repo automation 🤖"],
-  "regexManagers": [
-    {
-      "fileMatch": ["^Makefile$"],
-      "matchStrings": ["GOGPT4ALLJ_VERSION?=(?<currentDigest>.*)\\n"],
-      "datasourceTemplate": "git-refs",
-      "depNameTemplate": "https://github.com/go-skynet/go-gpt4all-j.cpp.git",
-      "currentValueTemplate": "master"
-    },
-    {
-      "fileMatch": ["^Makefile$"],
-      "matchStrings": ["GOLLAMA_VERSION?=(?<currentDigest>.*)\\n"],
-      "datasourceTemplate": "git-refs",
-      "depNameTemplate": "https://github.com/go-skynet/go-llama.cpp.git",
-      "currentValueTemplate": "master"
-    },
-    {
-      "fileMatch": ["^Makefile$"],
-      "matchStrings": ["GOGPT2_VERSION?=(?<currentDigest>.*)\\n"],
-      "datasourceTemplate": "git-refs",
-      "depNameTemplate": "https://github.com/go-skynet/go-gpt2.cpp.git",
-      "currentValueTemplate": "master"
-    },
-    {
-      "fileMatch": ["^Makefile$"],
-      "matchStrings": ["RWKV_VERSION?=(?<currentDigest>.*)\\n"],
-      "datasourceTemplate": "git-refs",
-      "depNameTemplate": "https://github.com/donomii/go-rwkv.cpp.git",
-      "currentValueTemplate": "main"
-    }
-  ]
+  "extends": ["config:base"]
 }