diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
new file mode 100644
index 0000000..659b2db
--- /dev/null
+++ b/.github/workflows/cd.yml
@@ -0,0 +1,27 @@
+name: Continuous Deployment
+
+on:
+  push:
+    branches: [ main ]
+  workflow_dispatch:  # 수동 트리거 옵션 추가
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Deploy to production server
+        uses: appleboy/ssh-action@master
+        with:
+          host: ${{ secrets.PROD_HOST }}
+          username: ${{ secrets.PROD_USERNAME }}
+          key: ${{ secrets.PROD_SSH_KEY }}
+          script: |
+            cd ~/ai-server-test
+            git remote update
+            git checkout main
+            git pull origin main
+            make # Makefile을 통한 배포
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..c9f69bd
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,57 @@
+name: Continuous Integration
+
+on:
+  push:
+    branches: [ develop ]
+  pull_request:
+    branches: [ develop, main ]
+
+jobs:
+  build-and-test:
+    runs-on: ubuntu-latest
+    
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+      
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+      
+      - name: Install Docker Compose
+        run: |
+          sudo curl -L "https://github.com/docker/compose/releases/download/v2.20.0/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
+          sudo chmod +x /usr/local/bin/docker-compose
+          docker-compose --version
+
+      - name: Cache Docker layers
+        uses: actions/cache@v3
+        with:
+          path: /tmp/.buildx-cache
+          key: ${{ runner.os }}-buildx-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-buildx-
+      
+      - name: Build with docker-compose
+        run: docker-compose -f docker-compose.test.yml build
+
+      # - name: Move cache
+      #   run: |
+      #     rm -rf /tmp/.buildx-cache
+      #     mv /tmp/.buildx-cache-new /tmp/.buildx-cache
+      
+      - name: Run tests
+        run: |
+          docker-compose -f docker-compose.test.yml up -d
+          
+          # 잠시 대기
+          sleep 10
+          
+          # 간단한 상태 확인
+          curl -f http://localhost:80/health || exit 1
+          
+          # 컨테이너 종료
+          docker-compose -f docker-compose.test.yml down
+      
+      - name: Cleanup
+        if: always()
+        run: docker-compose -f docker-compose.test.yml down -v
\ No newline at end of file
diff --git a/.github/workflows/github-actions-demo.yml b/.github/workflows/github-actions-demo.yml
deleted file mode 100644
index 15a61d6..0000000
--- a/.github/workflows/github-actions-demo.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-name: GitHub Actions Demo
-run-name: ${{ github.actor }} is testing out GitHub Actions 🚀
-on: [push]
-jobs:
-  Explore-GitHub-Actions:
-    runs-on: ubuntu-latest
-    steps:
-      - run: echo "🎉 The job was automatically triggered by a ${{ github.event_name }} event."
-      - run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by GitHub!"
-      - run: echo "🔎 The name of your branch is ${{ github.ref }} and your repository is ${{ github.repository }}."
-      - name: Check out repository code
-        uses: actions/checkout@v4
-      - run: echo "💡 The ${{ github.repository }} repository has been cloned to the runner."
-      - run: echo "🖥️ The workflow is now ready to test your code on the runner."
-      - name: List files in the repository
-        run: |
-          ls ${{ github.workspace }}
-      - run: echo "🍏 This job's status is ${{ job.status }}."
diff --git a/.gitignore b/.gitignore
index e4ac5bb..9bd411d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,4 @@
 .env
 __pycache__
 data
-vectordb
 tmux-script/
\ No newline at end of file
diff --git a/docker-compose.test.yml b/docker-compose.test.yml
new file mode 100644
index 0000000..83ac0e7
--- /dev/null
+++ b/docker-compose.test.yml
@@ -0,0 +1,25 @@
+
+services:
+  ai-server:
+    init: true
+    container_name: ai-server
+    environment:
+      OPENAI_API_KEY: "testapikey"
+    build:
+      context: ./srcs/ai-server
+      dockerfile: Dockerfile  # 아래에 Dockerfile 예시 참고
+    volumes:
+      - ./srcs/ai-server/project:/project
+    ports:
+      - "80:8000"  # 호스트의 8000 포트를 컨테이너의 8000 포트
+
+  ai-preprocessing:
+    init: true
+    container_name: ai-preprocessing
+    environment:
+      OPENAI_API_KEY: "testapikey"
+    build:
+      context: ./srcs/ai-preprocessing
+      dockerfile: Dockerfile  # 아래에 Dockerfile 예시 참고
+    volumes:
+      - ./srcs/ai-preprocessing/project:/project
\ No newline at end of file
diff --git a/srcs/ai-preprocessing/Dockerfile b/srcs/ai-preprocessing/Dockerfile
index 66f773d..ce0da5a 100644
--- a/srcs/ai-preprocessing/Dockerfile
+++ b/srcs/ai-preprocessing/Dockerfile
@@ -1,5 +1,11 @@
-FROM jeongtj/langchain-rag
+# FROM jeongtj/langchain-rag
+FROM python:3.11-slim
 
 WORKDIR /project
 
+COPY ./requirements.txt /project/
+
+RUN pip install -r requirements.txt
+
+
 CMD ["tail", "-f", "/dev/null"]
diff --git a/srcs/ai-preprocessing/requirements.txt b/srcs/ai-preprocessing/requirements.txt
new file mode 100644
index 0000000..42bc588
--- /dev/null
+++ b/srcs/ai-preprocessing/requirements.txt
@@ -0,0 +1,13 @@
+pandas
+tqdm
+python-dotenv
+langchain-community
+langchain-openai
+langchain-core
+faiss-cpu
+langsmith
+cohere
+networkx
+requests
+langchain
+langchainhub
\ No newline at end of file
diff --git a/srcs/ai-server/Dockerfile b/srcs/ai-server/Dockerfile
index 38e8c9c..1c7cca2 100644
--- a/srcs/ai-server/Dockerfile
+++ b/srcs/ai-server/Dockerfile
@@ -1,9 +1,14 @@
-FROM jeongtj/langchain-rag
+# FROM jeongtj/langchain-rag
+FROM python:3.11-slim
 
 WORKDIR /project
 
-COPY requirements.txt /project/
-COPY entrypoint.sh /home/entrypoint.sh
+RUN apt update && apt install -y curl
+
+COPY ./requirements.txt /project/
+COPY ./entrypoint.sh /home/entrypoint.sh
+
+RUN sed -i 's/\r//' /home/entrypoint.sh
 
 RUN pip install -r requirements.txt
 RUN chmod +x /home/entrypoint.sh
diff --git a/srcs/ai-server/entrypoint.sh b/srcs/ai-server/entrypoint.sh
index 3cac2da..b915ffd 100644
--- a/srcs/ai-server/entrypoint.sh
+++ b/srcs/ai-server/entrypoint.sh
@@ -1,2 +1,34 @@
 #!/bin/bash
-uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload
\ No newline at end of file
+
+# 환경 변수에 따라 실행 모드 결정
+if [ "$ENV" = "test" ]; then
+  echo "Running in TEST mode"
+  
+  # 백그라운드에서 uvicorn 실행
+  uvicorn app.main:app --host 0.0.0.0 --port 8000 &
+  UVICORN_PID=$!
+  
+  # 서버가 시작될 때까지 대기
+  echo "Waiting for server to start..."
+  sleep 5
+  
+  # 서버가 실행 중인지 확인
+  if curl -s http://localhost:8000/health > /dev/null; then
+    echo "Server is running correctly"
+    # 서버 종료 - 더 강력한 종료 시그널 사용
+    echo "Shutting down server..."
+    kill -9 $UVICORN_PID
+    wait $UVICORN_PID 2>/dev/null || true
+    echo "Server shutdown complete"
+    exit 0
+  else
+    echo "Server failed to start properly"
+    kill -9 $UVICORN_PID
+    wait $UVICORN_PID 2>/dev/null || true
+    exit 1
+  fi
+else
+  # 프로덕션 모드 실행
+  echo "Running in PRODUCTION mode"
+  uvicorn app.main:app --host 0.0.0.0 --port 8000 --workers 4
+fi
\ No newline at end of file
diff --git a/srcs/ai-server/project/app/main.py b/srcs/ai-server/project/app/main.py
index 814db09..3b88a77 100644
--- a/srcs/ai-server/project/app/main.py
+++ b/srcs/ai-server/project/app/main.py
@@ -21,3 +21,7 @@
 @app.get("/")
 async def root():
     return {"message": "Travel Agent API is running"}
+
+@app.get("/health")
+async def root():
+    return {"status": "ok"}
diff --git a/srcs/ai-server/project/app/utils/vectordb.py b/srcs/ai-server/project/app/utils/vectordb.py
index 48ed52d..2c889e6 100644
--- a/srcs/ai-server/project/app/utils/vectordb.py
+++ b/srcs/ai-server/project/app/utils/vectordb.py
@@ -18,6 +18,10 @@ def load_vectordb(index_name: str):
         project_root = Path(__file__).parent.parent.parent
         vectordb_path = project_root / "vectordb" / index_name
 
+        if not vectordb_path.exists():
+            index_name = "dummy_finder"
+            vectordb_path = project_root / "vectordb" / index_name
+
         if not vectordb_path.exists():
             raise FileNotFoundError(f"Vector DB not found at {vectordb_path}")
 
diff --git a/srcs/ai-server/project/vectordb/dummy_finder/index.faiss b/srcs/ai-server/project/vectordb/dummy_finder/index.faiss
new file mode 100644
index 0000000..e2f2f61
Binary files /dev/null and b/srcs/ai-server/project/vectordb/dummy_finder/index.faiss differ
diff --git a/srcs/ai-server/project/vectordb/dummy_finder/index.pkl b/srcs/ai-server/project/vectordb/dummy_finder/index.pkl
new file mode 100644
index 0000000..03492ef
Binary files /dev/null and b/srcs/ai-server/project/vectordb/dummy_finder/index.pkl differ
diff --git a/srcs/ai-server/requirements.txt b/srcs/ai-server/requirements.txt
index d1f80a3..d339661 100644
--- a/srcs/ai-server/requirements.txt
+++ b/srcs/ai-server/requirements.txt
@@ -1,2 +1,15 @@
 uvicorn
-fastapi
\ No newline at end of file
+fastapi
+pandas
+tqdm
+python-dotenv
+langchain-community
+langchain-openai
+langchain-core
+faiss-cpu
+langsmith
+cohere
+networkx
+requests
+langchain
+langchainhub
\ No newline at end of file