🚀 Add feature: Implement content retrieval system with Milvus and Attu in docker-compose.yml with relevant environment variables

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"]

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

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"])
 

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"])
 

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"])
 

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"])
 

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"])
 

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")