diff --git a/.env.template b/.env.template
index cd85ba0..8f19327 100644
--- a/.env.template
+++ b/.env.template
@@ -2,3 +2,10 @@ MILVUS_HOST=
 MILVUS_PORT=
 BACKEND_URL=
 FLOWISE_PORT=
+ETCD_AUTO_COMPACTION_MODE=
+ETCD_AUTO_COMPACTION_RETENTION=
+ETCD_QUOTA_BACKEND_BYTES=
+ETCD_SNAPSHOT_COUNT=
+MINIO_ROOT_USER=
+MINIO_ROOT_PASSWORD=
+ATTU_HOST_URL=
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 5566902..70f4142 100644
--- a/.gitignore
+++ b/.gitignore
@@ -163,3 +163,4 @@ cython_debug/
 #.idea/
 
 /.idea/
+/volumes/
diff --git a/backend/Dockerfile b/backend/Dockerfile
index 5487e76..af3e32d 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -5,7 +5,7 @@ FROM python:3.13-slim
 WORKDIR /app
 
 # Expose the port the app will run on
-EXPOSE 5000
+EXPOSE 8080
 
 # Copy the current directory contents into the container
 COPY . .
@@ -14,4 +14,4 @@ COPY . .
 RUN pip install --no-cache-dir -r requirements.txt
 
 # Command to run the app using Uvicorn
-CMD ["uvicorn", "main:app", "--reload", "--host", "0.0.0.0", "--port", "5000"]
+CMD ["uvicorn", "main:app", "--reload", "--host", "0.0.0.0", "--port", "8080"]
diff --git a/backend/__init__.py b/backend/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/app/__init__.py b/backend/app/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/models.py b/backend/app/models.py
similarity index 62%
rename from backend/models.py
rename to backend/app/models.py
index c6ebddf..9b640b9 100644
--- a/backend/models.py
+++ b/backend/app/models.py
@@ -3,11 +3,11 @@ from typing import Dict
 from pydantic import BaseModel
 
 
-class AnalysisRequest:
+class AnalysisRequest(BaseModel):
     analysis_type: str
     filters: Dict
 
-class AnalysisResponse:
+class AnalysisResponse(BaseModel):
     result: str
 
 
@@ -21,28 +21,28 @@ class ConversionResponse(BaseModel):
     status: str
 
 
-class ExportRequest:
+class ExportRequest(BaseModel):
     filters: Dict
     format: str
 
 
-class ExportResponse:
+class ExportResponse(BaseModel):
     export_url: str
     status: str
 
 
-class GenerateRequest:
+class GenerateRequest(BaseModel):
     prompt: str
 
 
-class GenerateResponse:
+class GenerateResponse(BaseModel):
     content_url: str
     status: str
 
 
-class ImportRequest:
+class ImportRequest(BaseModel):
     data: str
 
 
-class ImportResponse:
+class ImportResponse(BaseModel):
     status: str
diff --git a/backend/app/routers/__init__.py b/backend/app/routers/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/routers/analysis_router.py b/backend/app/routers/analysis_router.py
similarity index 86%
rename from backend/routers/analysis_router.py
rename to backend/app/routers/analysis_router.py
index 425a3c8..a2b9656 100644
--- a/backend/routers/analysis_router.py
+++ b/backend/app/routers/analysis_router.py
@@ -1,6 +1,6 @@
 from fastapi import APIRouter
 
-from backend.models import AnalysisResponse, AnalysisRequest
+from app.models import AnalysisResponse, AnalysisRequest
 
 analysis_router = APIRouter(prefix="/analysis", tags=["Analysis"])
 
diff --git a/backend/routers/convert_router.py b/backend/app/routers/convert_router.py
similarity index 88%
rename from backend/routers/convert_router.py
rename to backend/app/routers/convert_router.py
index 39a4e54..39a6e85 100644
--- a/backend/routers/convert_router.py
+++ b/backend/app/routers/convert_router.py
@@ -1,6 +1,6 @@
 from fastapi import APIRouter
 
-from backend.models import ConversionResponse, ConversionRequest
+from app.models import ConversionResponse, ConversionRequest
 
 convert_router = APIRouter(prefix="/convert", tags=["Convert"])
 
diff --git a/backend/routers/export_router.py b/backend/app/routers/export_router.py
similarity index 85%
rename from backend/routers/export_router.py
rename to backend/app/routers/export_router.py
index eadacad..a7018c9 100644
--- a/backend/routers/export_router.py
+++ b/backend/app/routers/export_router.py
@@ -1,6 +1,6 @@
 from fastapi import APIRouter
 
-from backend.models import ExportRequest, ExportResponse
+from app.models import ExportRequest, ExportResponse
 
 export_router = APIRouter(prefix="/export", tags=["Export"])
 
diff --git a/backend/routers/generate_router.py b/backend/app/routers/generate_router.py
similarity index 86%
rename from backend/routers/generate_router.py
rename to backend/app/routers/generate_router.py
index 8f60886..c5b60bd 100644
--- a/backend/routers/generate_router.py
+++ b/backend/app/routers/generate_router.py
@@ -1,6 +1,6 @@
 from fastapi import APIRouter
 
-from backend.models import GenerateResponse, GenerateRequest
+from app.models import GenerateResponse, GenerateRequest
 
 generate_router = APIRouter(prefix="/generate", tags=["Generate"])
 
diff --git a/backend/routers/import_router.py b/backend/app/routers/import_router.py
similarity index 84%
rename from backend/routers/import_router.py
rename to backend/app/routers/import_router.py
index 9c4a15e..a1fe6f6 100644
--- a/backend/routers/import_router.py
+++ b/backend/app/routers/import_router.py
@@ -1,6 +1,6 @@
 from fastapi import APIRouter
 
-from backend.models import ImportRequest, ImportResponse
+from app.models import ImportRequest, ImportResponse
 
 import_router = APIRouter(prefix="/import", tags=["Import"])
 
diff --git a/backend/main.py b/backend/main.py
index 4e7dd56..7f98564 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -1,9 +1,9 @@
 from fastapi import FastAPI
-from routers.convert_router import convert_router
-from routers.import_router import import_router
-from routers.analysis_router import analysis_router
-from routers.export_router import export_router
-from routers.generate_router import generate_router
+from app.routers.convert_router import convert_router
+from app.routers.import_router import import_router
+from app.routers.analysis_router import analysis_router
+from app.routers.export_router import export_router
+from app.routers.generate_router import generate_router
 
 
 app = FastAPI(title="Retro API", description="Retro content management system")
diff --git a/docker-compose.yml b/docker-compose.yml
index ce48176..1674aa2 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,18 +1,15 @@
-version: '3.8'
-
 services:
   backend:
     build:
       context: ./backend
       dockerfile: Dockerfile
     ports:
-      - "5000:5000"
+      - "8080:8080"
     environment:
       - MILVUS_HOST=${MILVUS_HOST}
       - MILVUS_PORT=${MILVUS_PORT}
     depends_on:
-      - milvus
-
+      - "milvus"
   frontend:
     build:
       context: ./frontend
@@ -22,15 +19,74 @@ services:
     environment:
       - BACKEND_URL=${BACKEND_URL}
     depends_on:
-      - backend
-
+      - "backend"
+  etcd:
+    container_name: milvus-etcd
+    image: quay.io/coreos/etcd:v3.5.21
+    environment:
+      - ETCD_AUTO_COMPACTION_MODE=${ETCD_AUTO_COMPACTION_MODE}
+      - ETCD_AUTO_COMPACTION_RETENTION=${ETCD_AUTO_COMPACTION_RETENTION}
+      - ETCD_QUOTA_BACKEND_BYTES=${ETCD_QUOTA_BACKEND_BYTES}
+      - ETCD_SNAPSHOT_COUNT=${ETCD_SNAPSHOT_COUNT}
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcd
+    command: etcd -advertise-client-urls=http://etcd:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
+    healthcheck:
+      test: ["CMD", "etcdctl", "endpoint", "health"]
+      interval: 30s
+      timeout: 20s
+      retries: 3
+  minio:
+    container_name: milvus-minio
+    image: minio/minio:RELEASE.2025-04-22T22-12-26Z
+    environment:
+      - MINIO_ROOT_USER=${MINIO_ROOT_USER}
+      - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD}
+    ports:
+      - "9001:9001"
+      - "9000:9000"
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_data
+    command: minio server /minio_data --console-address ":9001"
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
+      interval: 30s
+      timeout: 20s
+      retries: 3
   milvus:
-    image: milvusdb/milvus:latest
+    container_name: milvus-standalone
+    image: milvusdb/milvus:v2.5.11
+    command: ["milvus", "run", "standalone"]
+    security_opt:
+      - seccomp:unconfined
+    environment:
+      ETCD_ENDPOINTS: etcd:2379
+      MINIO_ADDRESS: minio:9000
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
+      interval: 30s
+      start_period: 90s
+      timeout: 20s
+      retries: 3
     ports:
       - "19530:19530"
-    volumes:
-      - milvus_data:/var/lib/milvus
-
+      - "9091:9091"
+    depends_on:
+      - "etcd"
+      - "minio"
+  attu:
+    image: zilliz/attu:v2.5.6
+    ports:
+      - "3001:3001"
+    environment:
+      - HOST_URL=${ATTU_HOST_URL}
+      - SERVER_PORT=3001
+      - MILVUS_URL=milvus:19530
+      - ATTU_LOG_LEVEL=debug
+    depends_on:
+      - "milvus"
   flowise:
     image: flowiseai/flowise:latest
     ports:
@@ -38,7 +94,4 @@ services:
     environment:
       - PORT=3000
     depends_on:
-      - backend
-
-volumes:
-  milvus_data:
+      - "milvus"