diff --git a/servers/fastapi/api/v1/ppt/endpoints/slide_to_html.py b/servers/fastapi/api/v1/ppt/endpoints/slide_to_html.py
index 221b3aa4..93b71e16 100644
--- a/servers/fastapi/api/v1/ppt/endpoints/slide_to_html.py
+++ b/servers/fastapi/api/v1/ppt/endpoints/slide_to_html.py
@@ -73,6 +73,11 @@ class GetLayoutsResponse(BaseModel):
     message: Optional[str] = None
 
 
+class DeleteLayoutResponse(BaseModel):
+    success: bool
+    message: Optional[str] = None
+
+
 class PresentationSummary(BaseModel):
     presentation_id: str
     layout_count: int
@@ -917,4 +922,40 @@ async def get_presentations_summary(
         raise HTTPException(
             status_code=500,
             detail=f"Internal server error while retrieving presentations summary: {str(e)}"
-        ) 
\ No newline at end of file
+        ) 
+        
+        
+        
+# ENDPOINT : Delete a layout 
+@LAYOUT_MANAGEMENT_ROUTER.delete(
+    "/delete-layouts/{presentation_id}",
+    response_model=DeleteLayoutResponse,
+    responses={
+        200: {"model": DeleteLayoutResponse, "description": "Layout deleted successfully"},
+        404: {"model": ErrorResponse, "description": "Presentation Layouts not found"},
+        500: {"model": ErrorResponse, "description": "Internal server error"}
+    }
+)
+async def delete_layouts(presentation_id: str, session: AsyncSession = Depends(get_async_session)):
+    try:
+      # Validate presentation_id format (basic UUID check)
+        if not presentation_id or len(presentation_id.strip()) == 0:
+            raise HTTPException(
+                status_code=400,
+                detail="Presentation ID cannot be empty"
+            )
+        # Delete Presentation with all layouts
+        await session.execute(delete(PresentationLayoutCodeModel).where(PresentationLayoutCodeModel.presentation_id == presentation_id))
+        await session.commit()
+        return DeleteLayoutResponse(
+         success=True,
+         message=f"Successfully deleted  layout(s) for presentation {presentation_id}"
+        )
+    except HTTPException:
+        raise
+    except Exception as e:
+        print(f"Error deleting layouts for presentation {presentation_id}: {str(e)}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Internal server error while deleting layouts: {str(e)}"
+        )
\ No newline at end of file
diff --git a/servers/fastapi/chroma/chroma.sqlite3 b/servers/fastapi/chroma/chroma.sqlite3
index c35454c7..4e033503 100644
Binary files a/servers/fastapi/chroma/chroma.sqlite3 and b/servers/fastapi/chroma/chroma.sqlite3 differ
diff --git a/servers/nextjs/app/(presentation-generator)/components/ImageEditor.tsx b/servers/nextjs/app/(presentation-generator)/components/ImageEditor.tsx
index 820cf60c..29e67cc6 100644
--- a/servers/nextjs/app/(presentation-generator)/components/ImageEditor.tsx
+++ b/servers/nextjs/app/(presentation-generator)/components/ImageEditor.tsx
@@ -275,7 +275,7 @@ const ImageEditor = ({
                 </TabsTrigger>
               </TabsList>
               {/* Generate Tab */}
-              <TabsContent value="generate" className="mt-4 space-y-4">
+              <TabsContent value="generate" className="mt-4 space-y-4 overflow-y-auto hide-scrollbar h-[85vh]">
                 <div className="space-y-4">
                   <div>
                     <h3 className="text-sm font-medium mb-1">Current Prompt</h3>
@@ -333,7 +333,7 @@ const ImageEditor = ({
                       <h3 className="text-sm font-medium mb-2">
                         Previous Generated Images
                       </h3>
-                      <div className="grid grid-cols-2 gap-4 h-[400px] overflow-y-auto hide-scrollbar">
+                      <div className="grid grid-cols-2 gap-4  ">
                         {previousGeneratedImages.map((image) => (
                           <div
                             onClick={() => handleImageChange(image.path)}
diff --git a/servers/nextjs/app/(presentation-generator)/context/LayoutContext.tsx b/servers/nextjs/app/(presentation-generator)/context/LayoutContext.tsx
index 6b8fe710..3609d8ef 100644
--- a/servers/nextjs/app/(presentation-generator)/context/LayoutContext.tsx
+++ b/servers/nextjs/app/(presentation-generator)/context/LayoutContext.tsx
@@ -85,7 +85,8 @@ const compileCustomLayout = (layoutCode: string, React: any, z: any) => {
     .replace(/import\s+.*\s+from\s+['"]zod['"];?/g, "")
     // remove every zod import (any style)
     .replace(/import\s+.*\s+from\s+['"]zod['"];?/g, "")
-    .replace(/const\s+[^=]*=\s*require\(['"]zod['"]\);?/g, "");
+    .replace(/const\s+[^=]*=\s*require\(['"]zod['"]\);?/g, "")
+    .replace(/Looking at this HTML structure, I can see it's a slide layout with a header, title, description, and a 2x2 grid of images with captions, plus footer elements.?/g, "")
   const compiled = Babel.transform(cleanCode, {
     presets: [
       ["react", { runtime: "classic" }],
diff --git a/servers/nextjs/app/layout-preview/[slug]/page.tsx b/servers/nextjs/app/layout-preview/[slug]/page.tsx
index 6dd7cd2c..22570da2 100644
--- a/servers/nextjs/app/layout-preview/[slug]/page.tsx
+++ b/servers/nextjs/app/layout-preview/[slug]/page.tsx
@@ -5,14 +5,14 @@ import { useParams, useRouter } from "next/navigation";
 import LoadingStates from "../components/LoadingStates";
 import { Card } from "@/components/ui/card";
 import { Button } from "@/components/ui/button";
-import { ArrowLeft, Home } from "lucide-react";
+import { ArrowLeft, Home, Trash2 } from "lucide-react";
 import { useLayout } from "@/app/(presentation-generator)/context/LayoutContext";
 const GroupLayoutPreview = () => {
   const params = useParams();
   const router = useRouter();
   const slug = params.slug as string;
 
-  const { getFullDataByGroup, loading } = useLayout();
+  const { getFullDataByGroup, loading,refetch } = useLayout();
   const layoutGroup = getFullDataByGroup(slug);
 
   useEffect(() => {
@@ -36,7 +36,17 @@ const GroupLayoutPreview = () => {
   if (!layoutGroup || layoutGroup.length === 0) {
     return <LoadingStates type="empty" />;
   }
-
+  const deleteLayouts = async () => {
+    const presentationId = slug.replace('custom-','');
+    refetch();
+    router.back();
+    const response = await fetch(`/api/v1/ppt/layout-management/delete-layouts/${presentationId}`, {
+      method: "DELETE",
+    }); 
+    if (response.ok) {
+      router.push("/layout-preview");
+    }
+  }
   return (
     <div className="min-h-screen bg-gray-50">
       {/* Header */}
@@ -62,6 +72,9 @@ const GroupLayoutPreview = () => {
               <Home className="w-4 h-4" />
               All Groups
             </Button>
+             {slug.includes('custom-') && <button className=" border border-red-200 flex justify-center items-center gap-2 text-red-700 px-4 py-1 rounded-md" onClick={() => {
+            deleteLayouts();
+          }}><Trash2 className="w-4 h-4" />Delete</button>}
           </div>
 
           <div className="text-center">
@@ -73,6 +86,7 @@ const GroupLayoutPreview = () => {
               {layoutGroup[0].groupName}
             </p>
           </div>
+         
         </div>
       </header>