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

backend/app/models.py

@@ -0,0 +1,48 @@
+from typing import Dict
+
+from pydantic import BaseModel
+
+
+class AnalysisRequest(BaseModel):
+    analysis_type: str
+    filters: Dict
+
+class AnalysisResponse(BaseModel):
+    result: str
+
+
+class ConversionRequest(BaseModel):
+    source_type: str
+    source_data: str
+
+
+class ConversionResponse(BaseModel):
+    converted_data: dict
+    status: str
+
+
+class ExportRequest(BaseModel):
+    filters: Dict
+    format: str
+
+
+class ExportResponse(BaseModel):
+    export_url: str
+    status: str
+
+
+class GenerateRequest(BaseModel):
+    prompt: str
+
+
+class GenerateResponse(BaseModel):
+    content_url: str
+    status: str
+
+
+class ImportRequest(BaseModel):
+    data: str
+
+
+class ImportResponse(BaseModel):
+    status: str

backend/app/routers/analysis_router.py

@@ -0,0 +1,14 @@
+from fastapi import APIRouter
+
+from app.models import AnalysisResponse, AnalysisRequest
+
+analysis_router = APIRouter(prefix="/analysis", tags=["Analysis"])
+
+@analysis_router.post("/", response_model=AnalysisResponse)
+def analysis_data(request: AnalysisRequest):
+    """
+    Analysis imported data (e.g., sentiment, keywords, or patterns).
+    """
+    # Placeholder for analysis logic
+    analysis = ...
+    return {"analysis": analysis}

backend/app/routers/convert_router.py

@@ -0,0 +1,18 @@
+from fastapi import APIRouter
+
+from app.models import ConversionResponse, ConversionRequest
+
+convert_router = APIRouter(prefix="/convert", tags=["Convert"])
+
+@convert_router.post("/", response_model=ConversionResponse)
+def convert_data(request: ConversionRequest):
+    """
+    Convert data from one format to another (e.g., JSON to CSV, text to XML).
+    """
+    # Example conversion logic (replace with actual implementation)
+    converted_data = ...
+
+    return {
+        "converted_data": converted_data,
+        "status": "success"
+    }

backend/app/routers/export_router.py

@@ -0,0 +1,13 @@
+from fastapi import APIRouter
+
+from app.models import ExportRequest, ExportResponse
+
+export_router = APIRouter(prefix="/export", tags=["Export"])
+
+@export_router.post("/", response_model=ExportResponse)
+def export_data(request: ExportRequest):
+    """
+    Export analysed data (e.g., as JSON, CSV, or PDF).
+    """
+    exported_data_url = ...
+    return {"url": exported_data_url}

backend/app/routers/generate_router.py

@@ -0,0 +1,15 @@
+from fastapi import APIRouter
+
+from app.models import GenerateResponse, GenerateRequest
+
+generate_router = APIRouter(prefix="/generate", tags=["Generate"])
+
+
+@generate_router.post("/", response_model=GenerateResponse)
+def generate_content(request: GenerateRequest):
+    """
+    Generate new content (e.g., text, images, or summaries).
+    """
+    # Placeholder for generation logic (e.g., LLM, AI model)
+    response = ...
+    return response

backend/app/routers/import_router.py

@@ -0,0 +1,14 @@
+from fastapi import APIRouter
+
+from app.models import ImportRequest, ImportResponse
+
+import_router = APIRouter(prefix="/import", tags=["Import"])
+
+
+@import_router.post("/", response_model=ImportResponse)
+def import_data(request: ImportRequest):
+    """
+    Import data (e.g., text, files, or structured data).
+    """
+    response = ...
+    return response