diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 910bc6d..bcf1fd5 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -18,9 +18,6 @@ jobs:
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v1
 
-      - name: Create new builder
-        run: docker buildx create --use --name mybuilder --driver docker-container
-
       - name: Docker login
         uses: docker/login-action@v1
         with:
@@ -34,7 +31,8 @@ jobs:
           file: ./Dockerfile
           push: true
           tags: ${{ secrets.DOCKER_USERNAME }}/${{ secrets.REPOSITORY_NAME }}:${{ github.event.pull_request.number }}, ${{ secrets.DOCKER_USERNAME }}/${{ secrets.REPOSITORY_NAME }}:latest
-          platforms: linux/amd64,linux/arm64
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
 
       - name: Deploy to EC2
         uses: appleboy/ssh-action@master
@@ -44,10 +42,8 @@ jobs:
           key: ${{ secrets.SSH_PRIVATE_KEY }}
           script: |
             sudo sh -c 'truncate -s 0 /var/lib/docker/containers/*/*-json.log'
-            cd /${{ secrets.REPOSITORY_NAME }}
+            cd ~/${{ secrets.REPOSITORY_NAME }}
             sudo echo "${{ secrets.DOT_ENT }}" > .env
             sudo docker rm -f ${{ secrets.REPOSITORY_NAME }} || true
             sudo docker rmi -f ${{ secrets.DOCKER_USERNAME }}/${{ secrets.REPOSITORY_NAME }}:latest || true
-            sudo docker run -d --name ${{ secrets.REPOSITORY_NAME }} -p 8001:8000 --env-file .env ${{ secrets.DOCKER_USERNAME }}/${{ secrets.REPOSITORY_NAME }}:latest
-
-            sudo docker exec -it ${{ secrets.REPOSITORY_NAME }} python3 manage.py migrate
\ No newline at end of file
+            sudo docker-compose up -d
\ No newline at end of file
diff --git a/.github/workflows/hotfix.yml b/.github/workflows/hotfix.yml
new file mode 100644
index 0000000..f22cd91
--- /dev/null
+++ b/.github/workflows/hotfix.yml
@@ -0,0 +1,50 @@
+name: Build And Deploy
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  hotfix:
+    # push 이벤트가 발생했을 때만 실행
+    if: github.event_name == 'push'
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+
+      - name: Docker login
+        uses: docker/login-action@v1
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.DOCKER_PASSWORD }}
+
+      - name: Docker Build and Push
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: ./Dockerfile
+          push: true
+          tags: ${{ secrets.DOCKER_USERNAME }}/${{ secrets.REPOSITORY_NAME }}:latest
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Deploy to EC2
+        uses: appleboy/ssh-action@master
+        with:
+          host: ${{ secrets.HOST }}
+          username: ubuntu
+          key: ${{ secrets.SSH_PRIVATE_KEY }}
+          script: |
+            sudo sh -c 'truncate -s 0 /var/lib/docker/containers/*/*-json.log'
+            cd ~/${{ secrets.REPOSITORY_NAME }}
+            sudo echo "${{ secrets.DOT_ENT }}" > .env
+            sudo docker rm -f ${{ secrets.REPOSITORY_NAME }} || true
+            sudo docker rmi -f ${{ secrets.DOCKER_USERNAME }}/${{ secrets.REPOSITORY_NAME }}:latest || true
+            sudo docker run -d --name ${{ secrets.REPOSITORY_NAME }} -p 8001:8000 --env-file .env ${{ secrets.DOCKER_USERNAME }}/${{ secrets.REPOSITORY_NAME }}:latest
+            
+            sudo docker exec ${{ secrets.REPOSITORY_NAME }} python3 manage.py migrate
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 2386dfd..1bbfaca 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM twoone14/dp-base-image:0.2
+FROM twoone14/dp-base-image:latest
 
 WORKDIR /app
 
diff --git a/diary/textrank.py b/diary/textrank.py
index 13f0ab1..9876e85 100644
--- a/diary/textrank.py
+++ b/diary/textrank.py
@@ -1,6 +1,5 @@
 import re
 import numpy as np
-from hanspell import spell_checker
 from konlpy.tag import Okt
 from sklearn.feature_extraction.text import CountVectorizer
 from sklearn.feature_extraction.text import TfidfVectorizer
@@ -23,7 +22,7 @@ def sent_normalize(self, sentence):
         sentence = re.sub(pattern=self.signpattern, repl=self.repl, string=sentence)
 
         # 맞춤법 수정
-        return spell_checker.check(sentence).checked
+        return sentence
 
 
 class SentenceTokenizer:
@@ -52,9 +51,12 @@ def get_nouns(sentences):
 
         okt = Okt()
 
+        stopword = ["오늘", "내일", "빨리", "바쁘게"]
+
         # 명사 추출후 명사 리스트를 문자열로 변환하는 함수
         def join_nouns(sentence):
-            return ' '.join(okt.nouns(str(sentence)))
+            return ' '.join([noun for noun in okt.nouns(str(sentence)) 
+                                       if noun not in stopword])
 
         # 명사 추출
         return list(map(join_nouns, sentences))