diff --git a/dev_backend/.env b/dev_backend/.env
new file mode 100644
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--- /dev/null
+++ b/dev_backend/.env
@@ -0,0 +1,9 @@
+MYSQL_HOST=localhost
+
+MYSQL_PORT=3306
+
+MYSQL_USER=root
+
+MYSQL_PASSWORD='AmB@ig123'
+
+MYSQL_DATABASE=listing_radar
diff --git a/dev_backend/__pycache__/db_setup.cpython-313.pyc b/dev_backend/__pycache__/db_setup.cpython-313.pyc
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index 0000000..cdc274a
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diff --git a/dev_backend/__pycache__/main.cpython-313.pyc b/dev_backend/__pycache__/main.cpython-313.pyc
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diff --git a/dev_backend/db_setup.py b/dev_backend/db_setup.py
new file mode 100644
index 0000000..4e2a3cc
--- /dev/null
+++ b/dev_backend/db_setup.py
@@ -0,0 +1,44 @@
+from __future__ import annotations
+import os
+from contextlib import asynccontextmanager
+from typing import AsyncGenerator
+from dotenv import load_dotenv
+from qdrant_client import AsyncQdrantClient, models
+from typing import Annotated
+from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession, async_sessionmaker
+from sqlalchemy.orm import declarative_base
+from sqlalchemy.orm import sessionmaker
+# pyrefly: ignore [missing-import]
+from fastapi import FastAPI, Depends
+from sqlalchemy.engine.url import URL
+from dotenv import load_dotenv
+load_dotenv()
+
+DATABASE_URL = URL.create(
+    drivername="mysql+asyncmy",
+    username=os.getenv("MYSQL_USER"),
+    password=os.getenv("MYSQL_PASSWORD"),
+    host=os.getenv("MYSQL_HOST"),
+    port=os.getenv("MYSQL_PORT"),
+    database=os.getenv("MYSQL_DATABASE"),
+)
+
+
+async def get_qdrant_client()->AsyncGenerator[AsyncQdrantClient,None]:
+    # Replace with your Qdrant URL
+    client = AsyncQdrantClient(url="http://localhost:6333", timeout=60)
+    try:
+        yield client
+    finally:
+        # Properly close the async client
+        await client.close()
+
+async def get_session():
+    engine = create_async_engine(DATABASE_URL, echo=True)
+    async_session = async_sessionmaker(bind=engine, class_=AsyncSession, expire_on_commit=False)
+    session = async_session()
+    Base = declarative_base()
+    try:
+        yield session
+    finally:
+        await session.close()
\ No newline at end of file
diff --git a/dev_backend/main.py b/dev_backend/main.py
new file mode 100644
index 0000000..741c77e
--- /dev/null
+++ b/dev_backend/main.py
@@ -0,0 +1,15 @@
+from fastapi import FastAPI, status
+from starlette.middleware.base import BaseHTTPMiddleware, RequestResponseEndpoint
+from dotenv import load_dotenv
+from db_setup import get_qdrant_client,get_session
+from mysql_process.views import app_router
+from vector_db_router.views
+load_dotenv()
+
+api = FastAPI(
+    docs_url="/docs",
+    redoc_url="/redocs",
+)
+
+api.include_router(app_router,tags=["mysql_process"])
+api.include_router(vector_db_router,tags=["vector_db"])
\ No newline at end of file
diff --git a/dev_backend/mysql_process/__pycache__/views.cpython-313.pyc b/dev_backend/mysql_process/__pycache__/views.cpython-313.pyc
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diff --git a/README.md b/dev_backend/mysql_process/enums.py
similarity index 100%
rename from README.md
rename to dev_backend/mysql_process/enums.py
diff --git a/dev_backend/mysql_process/models.py b/dev_backend/mysql_process/models.py
new file mode 100644
index 0000000..2f1976c
--- /dev/null
+++ b/dev_backend/mysql_process/models.py
@@ -0,0 +1,12 @@
+from fastapi import FastAPI
+from sqlmodel import SQLModel, Field
+
+class Memory(SQLModel,table=True):
+    id: int = Field(default=None,primary_key=True)
+    product_link: str = Field(default=None,index=True)
+    price: float = Field(default=None)
+    product_image: str = Field(default=None)
+    product_name: str = Field(default=None)
+    product_description: str = Field(default=None)
+    product_rating: float = Field(default=None)
+    product_review: str = Field(default=None)
\ No newline at end of file
diff --git a/dev_backend/mysql_process/serializers.py b/dev_backend/mysql_process/serializers.py
new file mode 100644
index 0000000..7f90fd4
--- /dev/null
+++ b/dev_backend/mysql_process/serializers.py
@@ -0,0 +1,16 @@
+from fastapi import FastAPI
+from pydantic import BaseModel
+from .models import Memory
+
+class MemorySerializer(BaseModel):
+    id: int
+    product_link: str
+    price: float
+    product_image: str
+    product_name: str
+    product_description: str
+    product_rating: float
+    product_review: str
+
+    class Config:
+        orm_mode = True
\ No newline at end of file
diff --git a/dev_backend/mysql_process/views.py b/dev_backend/mysql_process/views.py
new file mode 100644
index 0000000..16b73a1
--- /dev/null
+++ b/dev_backend/mysql_process/views.py
@@ -0,0 +1,20 @@
+from typing import Annotated
+from fastapi import Depends, Header, HTTPException,APIRouter
+from typing import List,Optional
+from db_setup import get_session,get_qdrant_client
+# from .models import Product
+from sqlalchemy.ext.asyncio import AsyncSession
+from qdrant_client import AsyncQdrantClient
+from fastapi.responses import JSONResponse
+app_router = APIRouter()
+
+
+@app_router.get("/products")
+async def get_all_products(
+    session: Annotated[AsyncSession, Depends(get_session)],
+    vector_db:Annotated[AsyncQdrantClient, Depends(get_qdrant_client)],
+):
+    try:
+        return JSONResponse(content={"message": "Hello World"})
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=str(e))
\ No newline at end of file
diff --git a/dev_backend/vector_db_router/enums.py b/dev_backend/vector_db_router/enums.py
new file mode 100644
index 0000000..e69de29
diff --git a/dev_backend/vector_db_router/models.py b/dev_backend/vector_db_router/models.py
new file mode 100644
index 0000000..61b061e
--- /dev/null
+++ b/dev_backend/vector_db_router/models.py
@@ -0,0 +1 @@
+from qdrant_client import AsyncQdrantClient, models
diff --git a/dev_backend/vector_db_router/serializers.py b/dev_backend/vector_db_router/serializers.py
new file mode 100644
index 0000000..e69de29
diff --git a/dev_backend/vector_db_router/views.py b/dev_backend/vector_db_router/views.py
new file mode 100644
index 0000000..172c859
--- /dev/null
+++ b/dev_backend/vector_db_router/views.py
@@ -0,0 +1,4 @@
+from db_setup import get_session,get_qdrant_client
+# from .models import Product
+from sqlalchemy.ext.asyncio import AsyncSession
+from qdrant_client import AsyncQdrantClient
diff --git a/model_export/README.md b/model_export/README.md
new file mode 100644
index 0000000..e69de29
diff --git a/dataset.py b/model_export/dataset.py
similarity index 100%
rename from dataset.py
rename to model_export/dataset.py
diff --git a/dino_image_matching.py b/model_export/dino_image_matching.py
similarity index 100%
rename from dino_image_matching.py
rename to model_export/dino_image_matching.py
diff --git a/download_images.py b/model_export/download_images.py
similarity index 100%
rename from download_images.py
rename to model_export/download_images.py
diff --git a/generate_pairs_csv.py b/model_export/generate_pairs_csv.py
similarity index 100%
rename from generate_pairs_csv.py
rename to model_export/generate_pairs_csv.py
diff --git a/inference.py b/model_export/inference.py
similarity index 100%
rename from inference.py
rename to model_export/inference.py
diff --git a/model.py b/model_export/model.py
similarity index 100%
rename from model.py
rename to model_export/model.py
diff --git a/p_hash.py b/model_export/p_hash.py
similarity index 100%
rename from p_hash.py
rename to model_export/p_hash.py
diff --git a/requirements.txt b/model_export/requirements.txt
similarity index 100%
rename from requirements.txt
rename to model_export/requirements.txt
diff --git a/train.py b/model_export/train.py
similarity index 100%
rename from train.py
rename to model_export/train.py