diff --git a/badu.js b/badu.js
deleted file mode 100644
index e69de29b..00000000
diff --git a/servers/fastapi/api/v1/ppt/endpoints/presentation.py b/servers/fastapi/api/v1/ppt/endpoints/presentation.py
index 2650782d..52920367 100644
--- a/servers/fastapi/api/v1/ppt/endpoints/presentation.py
+++ b/servers/fastapi/api/v1/ppt/endpoints/presentation.py
@@ -312,7 +312,7 @@ async def generate_presentation_api(
     prompt: Annotated[str, Body()],
     n_slides: Annotated[int, Body()] = 8,
     language: Annotated[str, Body()] = "English",
-    layout: Annotated[str, Body()] = "general",
+    template: Annotated[str, Body()] = "general",
     files: Annotated[Optional[List[UploadFile]], File()] = None,
     export_as: Annotated[Literal["pptx", "pdf"], Body()] = "pptx",
     sql_session: AsyncSession = Depends(get_async_session),
@@ -376,7 +376,7 @@ async def generate_presentation_api(
     print(f"Generated {total_outlines} outlines for the presentation")
 
     # 4. Parse Layouts
-    layout_model = await get_layout_by_name(layout)
+    layout_model = await get_layout_by_name(template)
     total_slide_layouts = len(layout_model.slides)
 
     # 5. Generate Structure
diff --git a/servers/fastapi/chroma/chroma.sqlite3 b/servers/fastapi/chroma/chroma.sqlite3
deleted file mode 100644
index 60bfc98a..00000000
Binary files a/servers/fastapi/chroma/chroma.sqlite3 and /dev/null differ
diff --git a/servers/fastapi/models/pptx_models.py b/servers/fastapi/models/pptx_models.py
index ad596481..ee1e4cd1 100644
--- a/servers/fastapi/models/pptx_models.py
+++ b/servers/fastapi/models/pptx_models.py
@@ -1,5 +1,5 @@
 from enum import Enum
-from typing import Annotated, List, Optional
+from typing import Annotated, List, Literal, Optional
 from annotated_types import Len
 from pydantic import BaseModel
 from pptx.util import Pt
@@ -105,10 +105,11 @@ class PptxPictureModel(BaseModel):
 
 
 class PptxShapeModel(BaseModel):
-    pass
+    shape_type: Literal["textbox", "autoshape", "picture", "connector"]
 
 
 class PptxTextBoxModel(PptxShapeModel):
+    shape_type: Literal["textbox"] = "textbox"
     margin: Optional[PptxSpacingModel] = None
     fill: Optional[PptxFillModel] = None
     position: PptxPositionModel
@@ -117,6 +118,7 @@ class PptxTextBoxModel(PptxShapeModel):
 
 
 class PptxAutoShapeBoxModel(PptxShapeModel):
+    shape_type: Literal["autoshape"] = "autoshape"
     type: MSO_AUTO_SHAPE_TYPE = MSO_AUTO_SHAPE_TYPE.RECTANGLE
     margin: Optional[PptxSpacingModel] = None
     fill: Optional[PptxFillModel] = None
@@ -129,6 +131,7 @@ class PptxAutoShapeBoxModel(PptxShapeModel):
 
 
 class PptxPictureBoxModel(PptxShapeModel):
+    shape_type: Literal["picture"] = "picture"
     position: PptxPositionModel
     margin: Optional[PptxSpacingModel] = None
     clip: bool = True
@@ -141,6 +144,7 @@ class PptxPictureBoxModel(PptxShapeModel):
 
 
 class PptxConnectorModel(PptxShapeModel):
+    shape_type: Literal["connector"] = "connector"
     type: MSO_CONNECTOR_TYPE = MSO_CONNECTOR_TYPE.STRAIGHT
     position: PptxPositionModel
     thickness: float = 0.5
diff --git a/servers/fastapi/utils/llm_calls/generate_presentation_outlines.py b/servers/fastapi/utils/llm_calls/generate_presentation_outlines.py
index 892b9cff..8abb3c64 100644
--- a/servers/fastapi/utils/llm_calls/generate_presentation_outlines.py
+++ b/servers/fastapi/utils/llm_calls/generate_presentation_outlines.py
@@ -4,10 +4,7 @@ from models.llm_message import LLMSystemMessage, LLMUserMessage
 from models.llm_tools import GetCurrentDatetimeTool, SearchWebTool
 from services.llm_client import LLMClient
 from utils.get_dynamic_models import get_presentation_outline_model_with_n_slides
-from utils.get_env import get_web_grounding_env
 from utils.llm_provider import get_model
-from utils.parsers import parse_bool_or_none
-from utils.user_config import get_user_config
 
 system_prompt = """
     You are an expert presentation creator. Generate structured presentations based on user requirements and format them according to the specified JSON schema with markdown content.
@@ -16,6 +13,7 @@ system_prompt = """
     - Make sure that flow of the presentation is logical and consistent.
     - Place greater emphasis on numerical data.
     - If Additional Information is provided, divide it into slides.
+    - Make sure no images are provided in the content.
     - Make sure that content follows language guidelines.
 """
 
diff --git a/servers/nextjs/app/api/presentation_to_pptx_model/route.ts b/servers/nextjs/app/api/presentation_to_pptx_model/route.ts
index 3c25bf42..f6dcd04d 100644
--- a/servers/nextjs/app/api/presentation_to_pptx_model/route.ts
+++ b/servers/nextjs/app/api/presentation_to_pptx_model/route.ts
@@ -179,7 +179,7 @@ const convertSvgToPng = async (element_attibutes: ElementAttributes) => {
 
   const svgBuffer = Buffer.from(svgHtml);
   const pngBuffer = await sharp(svgBuffer)
-    .resize(Math.round(element_attibutes.position?.width ?? 10), Math.round(element_attibutes.position?.height ?? 10))
+    .resize(Math.round(element_attibutes.position!.width!), Math.round(element_attibutes.position!.height!))
     .toFormat('png')
     .toBuffer();
   return pngBuffer;
@@ -261,6 +261,10 @@ async function getAllChildElementsAttributes({ element, rootRect = null, depth =
       };
     }
 
+    if (attributes.position === undefined || attributes.position.width === undefined || attributes.position.height === undefined || attributes.position.width === 0 || attributes.position.height === 0) {
+      continue;
+    }
+
     if (attributes.tagName === 'svg' || attributes.tagName === 'canvas' || attributes.tagName === 'table') {
       attributes.should_screenshot = true;
       attributes.element = childElementHandle;
diff --git a/servers/nextjs/types/pptx_models.ts b/servers/nextjs/types/pptx_models.ts
index 7ece780d..dc35cdf2 100644
--- a/servers/nextjs/types/pptx_models.ts
+++ b/servers/nextjs/types/pptx_models.ts
@@ -281,6 +281,7 @@ export interface PptxShapeModel {
 }
 
 export interface PptxTextBoxModel extends PptxShapeModel {
+  shape_type: string;
   margin?: PptxSpacingModel;
   fill?: PptxFillModel;
   position: PptxPositionModel;
@@ -289,6 +290,7 @@ export interface PptxTextBoxModel extends PptxShapeModel {
 }
 
 export interface PptxAutoShapeBoxModel extends PptxShapeModel {
+  shape_type: string;
   type?: PptxShapeType;
   margin?: PptxSpacingModel;
   fill?: PptxFillModel;
@@ -301,6 +303,7 @@ export interface PptxAutoShapeBoxModel extends PptxShapeModel {
 }
 
 export interface PptxPictureBoxModel extends PptxShapeModel {
+  shape_type: string;
   position: PptxPositionModel;
   margin?: PptxSpacingModel;
   clip: boolean;
@@ -313,6 +316,7 @@ export interface PptxPictureBoxModel extends PptxShapeModel {
 }
 
 export interface PptxConnectorModel extends PptxShapeModel {
+  shape_type: string;
   type?: PptxConnectorType;
   position: PptxPositionModel;
   thickness: number;
diff --git a/servers/nextjs/utils/pptx_models_utils.ts b/servers/nextjs/utils/pptx_models_utils.ts
index ff72b341..e314f647 100644
--- a/servers/nextjs/utils/pptx_models_utils.ts
+++ b/servers/nextjs/utils/pptx_models_utils.ts
@@ -132,6 +132,7 @@ function convertToTextBox(element: ElementAttributes): PptxTextBoxModel {
   };
 
   return {
+    shape_type: "textbox",
     margin: undefined,
     fill,
     position,
@@ -190,6 +191,7 @@ function convertToAutoShapeBox(element: ElementAttributes): PptxAutoShapeBoxMode
   }
 
   return {
+    shape_type: "autoshape",
     type: shapeType,
     margin: undefined,
     fill,
@@ -220,6 +222,7 @@ function convertToPictureBox(element: ElementAttributes): PptxPictureBoxModel {
   };
 
   return {
+    shape_type: "picture",
     position,
     margin: undefined,
     clip: element.clip ?? true,
@@ -241,6 +244,7 @@ function convertToConnector(element: ElementAttributes): PptxConnectorModel {
   };
 
   return {
+    shape_type: "connector",
     type: PptxConnectorType.STRAIGHT,
     position,
     thickness: element.border?.width ?? 0.5,