presenton/electron/servers/fastapi/api/v1/ppt/endpoints/presentation.py

import asyncio
from datetime import datetime
import json
import os
import random
import traceback
from typing import Annotated, List, Literal, Optional, Tuple
import dirtyjson
from fastapi import APIRouter, BackgroundTasks, Body, Depends, HTTPException, Path
from fastapi.responses import StreamingResponse
from sqlalchemy import delete
from sqlalchemy.ext.asyncio import AsyncSession
from sqlmodel import select
from constants.presentation import DEFAULT_TEMPLATES, MAX_NUMBER_OF_SLIDES
from enums.webhook_event import WebhookEvent
from models.api_error_model import APIErrorModel
from models.generate_presentation_request import GeneratePresentationRequest
from models.presentation_and_path import PresentationPathAndEditPath
from models.presentation_from_template import EditPresentationRequest
from models.presentation_outline_model import (
    PresentationOutlineModel,
    SlideOutlineModel,
)
from enums.tone import Tone
from enums.verbosity import Verbosity
from models.pptx_models import PptxPresentationModel
from models.presentation_layout import PresentationLayoutModel
from models.presentation_structure_model import PresentationStructureModel
from models.presentation_with_slides import (
    PresentationWithSlides,
)
from models.sql.template import TemplateModel

from services.documents_loader import DocumentsLoader
from services.webhook_service import WebhookService
from utils.get_layout_by_name import get_layout_by_name
from services.image_generation_service import ImageGenerationService
from utils.dict_utils import deep_update
from utils.export_utils import export_presentation
from utils.llm_calls.generate_presentation_outlines import generate_ppt_outline
from models.sql.slide import SlideModel
from models.sse_response import SSECompleteResponse, SSEErrorResponse, SSEResponse

from services.database import get_async_session
from services.temp_file_service import TEMP_FILE_SERVICE
from services.concurrent_service import CONCURRENT_SERVICE
from models.sql.presentation import PresentationModel
from services.pptx_presentation_creator import PptxPresentationCreator
from models.sql.async_presentation_generation_status import (
    AsyncPresentationGenerationTaskModel,
)
from utils.asset_directory_utils import get_exports_directory, get_images_directory
from utils.llm_calls.generate_presentation_structure import (
    generate_presentation_structure,
)
from utils.llm_calls.generate_slide_content import (
    get_slide_content_from_type_and_outline,
)
from utils.ppt_utils import (
    select_toc_or_list_slide_layout_index,
)
from utils.outline_utils import (
    get_images_for_slides_from_outline,
    get_no_of_outlines_to_generate_for_n_slides,
    get_no_of_toc_required_for_n_outlines,
    get_presentation_outline_model_with_toc,
    get_presentation_title_from_presentation_outline,
)
from utils.process_slides import (
    process_slide_add_placeholder_assets,
    process_slide_and_fetch_assets,
)
import uuid


PRESENTATION_ROUTER = APIRouter(prefix="/presentation", tags=["Presentation"])


def _insert_toc_layouts(
    structure: PresentationStructureModel,
    n_toc_slides: int,
    include_title_slide: bool,
    toc_slide_layout_index: int,
):
    if n_toc_slides <= 0 or toc_slide_layout_index == -1:
        return

    insertion_index = 1 if include_title_slide else 0
    for i in range(n_toc_slides):
        structure.slides.insert(insertion_index + i, toc_slide_layout_index)


@PRESENTATION_ROUTER.get("/all", response_model=List[PresentationWithSlides])
async def get_all_presentations(sql_session: AsyncSession = Depends(get_async_session)):
    presentations_with_slides = []

    query = (
        select(PresentationModel, SlideModel)
        .join(
            SlideModel,
            (SlideModel.presentation == PresentationModel.id) & (SlideModel.index == 0),
        )
        .order_by(PresentationModel.created_at.desc())
    )

    results = await sql_session.execute(query)
    rows = results.all()
    presentations_with_slides = [
        PresentationWithSlides(
            **presentation.model_dump(),
            slides=[first_slide],
        )
        for presentation, first_slide in rows
    ]
    return presentations_with_slides


@PRESENTATION_ROUTER.get("/{id}", response_model=PresentationWithSlides)
async def get_presentation(
    id: uuid.UUID, sql_session: AsyncSession = Depends(get_async_session)
):
    presentation = await sql_session.get(PresentationModel, id)
    if not presentation:
        raise HTTPException(404, "Presentation not found")
    slides = await sql_session.scalars(
        select(SlideModel)
        .where(SlideModel.presentation == id)
        .order_by(SlideModel.index)
    )
    return PresentationWithSlides(
        **presentation.model_dump(),
        slides=slides,
    )


@PRESENTATION_ROUTER.delete("/{id}", status_code=204)
async def delete_presentation(
    id: uuid.UUID, sql_session: AsyncSession = Depends(get_async_session)
):
    presentation = await sql_session.get(PresentationModel, id)
    if not presentation:
        raise HTTPException(404, "Presentation not found")

    await sql_session.delete(presentation)
    await sql_session.commit()


@PRESENTATION_ROUTER.post("/create", response_model=PresentationModel)
async def create_presentation(
    content: Annotated[str, Body()],
    n_slides: Annotated[Optional[int], Body()] = None,
    language: Annotated[Optional[str], Body()] = None,
    file_paths: Annotated[Optional[List[str]], Body()] = None,
    tone: Annotated[Tone, Body()] = Tone.DEFAULT,
    verbosity: Annotated[Verbosity, Body()] = Verbosity.STANDARD,
    instructions: Annotated[Optional[str], Body()] = None,
    include_table_of_contents: Annotated[bool, Body()] = False,
    include_title_slide: Annotated[bool, Body()] = True,
    web_search: Annotated[bool, Body()] = False,
    sql_session: AsyncSession = Depends(get_async_session),
):

    if n_slides is not None and n_slides < 1:
        raise HTTPException(
            status_code=400,
            detail="Number of slides must be greater than 0",
        )

    if n_slides is not None and n_slides > MAX_NUMBER_OF_SLIDES:
        raise HTTPException(
            status_code=400,
            detail=f"Number of slides cannot be greater than {MAX_NUMBER_OF_SLIDES}",
        )

    if include_table_of_contents and n_slides is not None and n_slides < 3:
        raise HTTPException(
            status_code=400,
            detail="Number of slides cannot be less than 3 if table of contents is included",
        )

    presentation_id = uuid.uuid4()
    language_to_store = (language or "").strip()
    # DB schema stores an int; 0 is used as internal marker for auto slide count.
    n_slides_to_store = n_slides if n_slides is not None else 0

    presentation = PresentationModel(
        id=presentation_id,
        content=content,
        n_slides=n_slides_to_store,
        language=language_to_store,
        file_paths=file_paths,
        tone=tone.value,
        verbosity=verbosity.value,
        instructions=instructions,
        include_table_of_contents=include_table_of_contents,
        include_title_slide=include_title_slide,
        web_search=web_search,
    )

    sql_session.add(presentation)
    await sql_session.commit()

    return presentation


@PRESENTATION_ROUTER.post("/prepare", response_model=PresentationModel)
async def prepare_presentation(
    presentation_id: Annotated[uuid.UUID, Body()],
    outlines: Annotated[List[SlideOutlineModel], Body()],
    layout: Annotated[PresentationLayoutModel, Body()],
    title: Annotated[Optional[str], Body()] = None,
    sql_session: AsyncSession = Depends(get_async_session),
):
    if not outlines:
        raise HTTPException(status_code=400, detail="Outlines are required")

    presentation = await sql_session.get(PresentationModel, presentation_id)
    if not presentation:
        raise HTTPException(status_code=404, detail="Presentation not found")

    presentation_outline_model = PresentationOutlineModel(slides=outlines)

    total_slide_layouts = len(layout.slides)
    total_outlines = len(outlines)

    if layout.ordered:
        presentation_structure = layout.to_presentation_structure()
    else:
        presentation_structure: PresentationStructureModel = (
            await generate_presentation_structure(
                presentation_outline=presentation_outline_model,
                presentation_layout=layout,
                instructions=presentation.instructions,
            )
        )

    presentation_structure.slides = presentation_structure.slides[: len(outlines)]
    for index in range(total_outlines):
        random_slide_index = random.randint(0, total_slide_layouts - 1)
        if index >= total_outlines:
            presentation_structure.slides.append(random_slide_index)
            continue
        if presentation_structure.slides[index] >= total_slide_layouts:
            presentation_structure.slides[index] = random_slide_index

    if presentation.include_table_of_contents:
        n_toc_slides = get_no_of_toc_required_for_n_outlines(
            n_outlines=total_outlines,
            title_slide=presentation.include_title_slide,
            target_total_slides=(presentation.n_slides if presentation.n_slides > 0 else None),
        )
        toc_slide_layout_index = select_toc_or_list_slide_layout_index(layout)
        _insert_toc_layouts(
            presentation_structure,
            n_toc_slides,
            presentation.include_title_slide,
            toc_slide_layout_index,
        )
        if toc_slide_layout_index != -1 and n_toc_slides > 0:
            presentation_outline_model = get_presentation_outline_model_with_toc(
                outline=presentation_outline_model,
                n_toc_slides=n_toc_slides,
                title_slide=presentation.include_title_slide,
            )

    sql_session.add(presentation)
    presentation.outlines = presentation_outline_model.model_dump(mode="json")
    presentation.title = title or presentation.title
    presentation.set_layout(layout)
    presentation.set_structure(presentation_structure)
    await sql_session.commit()

    return presentation


@PRESENTATION_ROUTER.get("/stream/{id}", response_model=PresentationWithSlides)
async def stream_presentation(
    id: uuid.UUID, sql_session: AsyncSession = Depends(get_async_session)
):
    presentation = await sql_session.get(PresentationModel, id)
    if not presentation:
        raise HTTPException(status_code=404, detail="Presentation not found")
    if not presentation.structure:
        raise HTTPException(
            status_code=400,
            detail="Presentation not prepared for stream",
        )
    if not presentation.outlines:
        raise HTTPException(
            status_code=400,
            detail="Outlines can not be empty",
        )

    image_generation_service = ImageGenerationService(get_images_directory())

    async def inner():
        structure = presentation.get_structure()
        layout = presentation.get_layout()
        outline = presentation.get_presentation_outline()
        image_urls_for_slides = get_images_for_slides_from_outline(outline.slides)

        # These tasks will be gathered and awaited after all slides are generated
        async_assets_generation_tasks = []

        slides: List[SlideModel] = []
        yield SSEResponse(
            event="response",
            data=json.dumps({"type": "chunk", "chunk": '{ "slides": [ '}),
        ).to_string()
        for i, slide_layout_index in enumerate(structure.slides):
            slide_layout = layout.slides[slide_layout_index]

            try:
                slide_content = await get_slide_content_from_type_and_outline(
                    slide_layout,
                    outline.slides[i],
                    presentation.language,
                    presentation.tone,
                    presentation.verbosity,
                    presentation.instructions,
                )
            except HTTPException as e:
                yield SSEErrorResponse(detail=e.detail).to_string()
                return

            slide = SlideModel(
                presentation=id,
                layout_group=layout.name,
                layout=slide_layout.id,
                index=i,
                speaker_note=slide_content.get("__speaker_note__", ""),
                content=slide_content,
            )
            slides.append(slide)

            # This will mutate slide and add placeholder assets
            process_slide_add_placeholder_assets(slide)

            # This will mutate slide - start task immediately so it runs in parallel with next slide LLM generation
            async_assets_generation_tasks.append(
                asyncio.create_task(
                    process_slide_and_fetch_assets(
                        image_generation_service,
                        slide,
                        outline_image_urls=(
                            image_urls_for_slides[i]
                            if i < len(image_urls_for_slides)
                            else None
                        ),
                    )
                )
            )

            yield SSEResponse(
                event="response",
                data=json.dumps({"type": "chunk", "chunk": slide.model_dump_json()}),
            ).to_string()

        yield SSEResponse(
            event="response",
            data=json.dumps({"type": "chunk", "chunk": " ] }"}),
        ).to_string()

        generated_assets_lists = await asyncio.gather(*async_assets_generation_tasks)
        generated_assets = []
        for assets_list in generated_assets_lists:
            generated_assets.extend(assets_list)

        # Moved this here to make sure new slides are generated before deleting the old ones
        await sql_session.execute(
            delete(SlideModel).where(SlideModel.presentation == id)
        )
        await sql_session.commit()

        sql_session.add(presentation)
        sql_session.add_all(slides)
        sql_session.add_all(generated_assets)
        await sql_session.commit()

        response = PresentationWithSlides(
            **presentation.model_dump(),
            slides=slides,
        )

        yield SSECompleteResponse(
            key="presentation",
            value=response.model_dump(mode="json"),
        ).to_string()

    return StreamingResponse(inner(), media_type="text/event-stream")


@PRESENTATION_ROUTER.patch("/update", response_model=PresentationWithSlides)
async def update_presentation(
    id: Annotated[uuid.UUID, Body()],
    n_slides: Annotated[Optional[int], Body()] = None,
    title: Annotated[Optional[str], Body()] = None,
    theme: Annotated[Optional[dict], Body()] = None,
    slides: Annotated[Optional[List[SlideModel]], Body()] = None,
    sql_session: AsyncSession = Depends(get_async_session),
):
    presentation = await sql_session.get(PresentationModel, id)
    if not presentation:
        raise HTTPException(status_code=404, detail="Presentation not found")

    presentation_update_dict = {}
    if n_slides is not None:
        presentation_update_dict["n_slides"] = n_slides
    if title:
        presentation_update_dict["title"] = title
    if theme:
        presentation_update_dict["theme"] = theme

    if presentation_update_dict:
        presentation.sqlmodel_update(presentation_update_dict)
    if slides:
        # Just to make sure id is UUID
        for slide in slides:
            slide.presentation = uuid.UUID(slide.presentation)
            slide.id = uuid.UUID(slide.id)

        await sql_session.execute(
            delete(SlideModel).where(SlideModel.presentation == presentation.id)
        )
        sql_session.add_all(slides)

    await sql_session.commit()

    return PresentationWithSlides(
        **presentation.model_dump(),
        slides=slides or [],
    )


@PRESENTATION_ROUTER.post("/export/pptx", response_model=str)
async def export_presentation_as_pptx(
    pptx_model: Annotated[PptxPresentationModel, Body()],
):
    temp_dir = TEMP_FILE_SERVICE.create_temp_dir()

    pptx_creator = PptxPresentationCreator(pptx_model, temp_dir)
    await pptx_creator.create_ppt()

    export_directory = get_exports_directory()
    pptx_path = os.path.join(
        export_directory, f"{pptx_model.name or uuid.uuid4()}.pptx"
    )
    pptx_creator.save(pptx_path)

    return pptx_path


@PRESENTATION_ROUTER.post("/export", response_model=PresentationPathAndEditPath)
async def export_presentation_as_pptx_or_pdf(
    id: Annotated[uuid.UUID, Body(description="Presentation ID to export")],
    export_as: Annotated[
        Literal["pptx", "pdf"], Body(description="Format to export the presentation as")
    ] = "pptx",
    sql_session: AsyncSession = Depends(get_async_session),
):
    """
    Export a presentation as PPTX or PDF.
    This Api is used to export via the nextjs app i.e using the puppeteer to export the presentation.
    
    """
    presentation = await sql_session.get(PresentationModel, id)

    if not presentation:
        raise HTTPException(status_code=404, detail="Presentation not found")

    presentation_and_path = await export_presentation(
        id,
        presentation.title or str(uuid.uuid4()),
        export_as,
    )

    return PresentationPathAndEditPath(
        **presentation_and_path.model_dump(),
        edit_path=f"/presentation?id={id}",
    )


async def check_if_api_request_is_valid(
    request: GeneratePresentationRequest,
    sql_session: AsyncSession = Depends(get_async_session),
) -> Tuple[uuid.UUID,]:
    presentation_id = uuid.uuid4()
    print(f"Presentation ID: {presentation_id}")

    # Making sure either content, slides markdown or files is provided
    if not (request.content or request.slides_markdown or request.files):
        raise HTTPException(
            status_code=400,
            detail="Either content or slides markdown or files is required to generate presentation",
        )

    if request.n_slides is not None and request.n_slides <= 0:
        raise HTTPException(
            status_code=400,
            detail="Number of slides must be greater than 0",
        )

    if request.n_slides is not None and request.n_slides > MAX_NUMBER_OF_SLIDES:
        raise HTTPException(
            status_code=400,
            detail=f"Number of slides cannot be greater than {MAX_NUMBER_OF_SLIDES}",
        )

    if (
        request.include_table_of_contents
        and request.n_slides is not None
        and request.n_slides < 3
    ):
        raise HTTPException(
            status_code=400,
            detail="Number of slides cannot be less than 3 if table of contents is included",
        )

    # Checking if template is valid
    if request.template not in DEFAULT_TEMPLATES:
        request.template = request.template.lower()
        if not request.template.startswith("custom-"):
            raise HTTPException(
                status_code=400,
                detail="Template not found. Please use a valid template.",
            )
        template_id = request.template.replace("custom-", "")
        try:
            template = await sql_session.get(TemplateModel, uuid.UUID(template_id))
            if not template:
                raise Exception()
        except Exception:
            raise HTTPException(
                status_code=400,
                detail="Template not found. Please use a valid template.",
            )

    return (presentation_id,)


async def generate_presentation_handler(
    request: GeneratePresentationRequest,
    presentation_id: uuid.UUID,
    async_status: Optional[AsyncPresentationGenerationTaskModel],
    sql_session: AsyncSession = Depends(get_async_session),
):
    try:
        using_slides_markdown = False
        language_to_use = (request.language or "").strip() or None

        if request.slides_markdown:
            using_slides_markdown = True
            request.n_slides = len(request.slides_markdown)

        if not using_slides_markdown:
            additional_context = ""

            # Updating async status
            if async_status:
                async_status.message = "Generating presentation outlines"
                async_status.updated_at = datetime.now()
                sql_session.add(async_status)
                await sql_session.commit()

            if request.files:
                documents_loader = DocumentsLoader(
                    file_paths=request.files,
                    presentation_language=request.language,
                )
                await documents_loader.load_documents()
                documents = documents_loader.documents
                if documents:
                    additional_context = "\n\n".join(documents)

            # Finding number of slides to generate by considering table of contents
            n_slides_to_generate = request.n_slides
            if request.include_table_of_contents and request.n_slides is not None:
                n_slides_to_generate = (
                    get_no_of_outlines_to_generate_for_n_slides(
                        n_slides=request.n_slides,
                        toc=True,
                        title_slide=request.include_title_slide,
                    )
                )

            presentation_outlines_text = ""
            async for chunk in generate_ppt_outline(
                request.content,
                n_slides_to_generate,
                language_to_use,
                additional_context,
                request.tone.value,
                request.verbosity.value,
                request.instructions,
                request.include_title_slide,
                request.web_search,
                request.include_table_of_contents,
            ):

                if isinstance(chunk, HTTPException):
                    raise chunk

                presentation_outlines_text += chunk

            try:
                presentation_outlines_json = dict(
                    dirtyjson.loads(presentation_outlines_text)
                )
            except Exception:
                traceback.print_exc()
                raise HTTPException(
                    status_code=400,
                    detail="Failed to generate presentation outlines. Please try again.",
                )
            presentation_outlines = PresentationOutlineModel(
                **presentation_outlines_json
            )

            if (
                n_slides_to_generate is not None
                and len(presentation_outlines.slides) != n_slides_to_generate
            ):
                raise HTTPException(
                    status_code=400,
                    detail=(
                        "Failed to generate presentation outlines with requested "
                        "number of slides. Please try again."
                    ),
                )

            total_outlines = len(presentation_outlines.slides)

        else:
            # Setting outlines to slides markdown
            presentation_outlines = PresentationOutlineModel(
                slides=[
                    SlideOutlineModel(content=slide)
                    for slide in request.slides_markdown
                ]
            )
            total_outlines = len(request.slides_markdown)

        # Updating async status
        if async_status:
            async_status.message = "Selecting layout for each slide"
            async_status.updated_at = datetime.now()
            sql_session.add(async_status)
            await sql_session.commit()

        print("-" * 40)
        print(f"Generated {total_outlines} outlines for the presentation")

        # Parse Layouts
        layout_model = await get_layout_by_name(request.template)
        total_slide_layouts = len(layout_model.slides)

        # Generate Structure
        if layout_model.ordered:
            presentation_structure = layout_model.to_presentation_structure()
        else:
            presentation_structure: PresentationStructureModel = (
                await generate_presentation_structure(
                    presentation_outlines,
                    layout_model,
                    request.instructions,
                    using_slides_markdown,
                )
            )

        presentation_structure.slides = presentation_structure.slides[:total_outlines]
        for index in range(total_outlines):
            random_slide_index = random.randint(0, total_slide_layouts - 1)
            if index >= total_outlines:
                presentation_structure.slides.append(random_slide_index)
                continue
            if presentation_structure.slides[index] >= total_slide_layouts:
                presentation_structure.slides[index] = random_slide_index

        should_include_toc = (
            request.include_table_of_contents and not using_slides_markdown
        )
        if should_include_toc:
            n_toc_slides = get_no_of_toc_required_for_n_outlines(
                n_outlines=total_outlines,
                title_slide=request.include_title_slide,
                target_total_slides=request.n_slides,
            )
            toc_slide_layout_index = select_toc_or_list_slide_layout_index(layout_model)
            _insert_toc_layouts(
                presentation_structure,
                n_toc_slides,
                request.include_title_slide,
                toc_slide_layout_index,
            )
            if toc_slide_layout_index != -1 and n_toc_slides > 0:
                presentation_outlines = get_presentation_outline_model_with_toc(
                    outline=presentation_outlines,
                    n_toc_slides=n_toc_slides,
                    title_slide=request.include_title_slide,
                )

        final_n_slides = request.n_slides
        if final_n_slides is None:
            final_n_slides = len(presentation_outlines.slides)

        # Create PresentationModel
        presentation = PresentationModel(
            id=presentation_id,
            content=request.content,
            n_slides=final_n_slides,
            language=language_to_use or "",
            title=get_presentation_title_from_presentation_outline(
                presentation_outlines
            ),
            outlines=presentation_outlines.model_dump(),
            layout=layout_model.model_dump(),
            structure=presentation_structure.model_dump(),
            tone=request.tone.value,
            verbosity=request.verbosity.value,
            instructions=request.instructions,
        )

        # Updating async status
        if async_status:
            async_status.message = "Generating slides"
            async_status.updated_at = datetime.now()
            sql_session.add(async_status)
            await sql_session.commit()

        image_generation_service = ImageGenerationService(get_images_directory())
        async_assets_generation_tasks = []

        # 7. Generate slide content concurrently (batched), then build slides and fetch assets
        slides: List[SlideModel] = []

        slide_layout_indices = presentation_structure.slides
        slide_layouts = [layout_model.slides[idx] for idx in slide_layout_indices]

        # Schedule slide content generation and asset fetching in batches of 10
        batch_size = 10
        for start in range(0, len(slide_layouts), batch_size):
            end = min(start + batch_size, len(slide_layouts))

            print(f"Generating slides from {start} to {end}")

            # Generate contents for this batch concurrently
            content_tasks = [
                get_slide_content_from_type_and_outline(
                    slide_layouts[i],
                    presentation_outlines.slides[i],
                    language_to_use,
                    request.tone.value,
                    request.verbosity.value,
                    request.instructions,
                )
                for i in range(start, end)
            ]
            batch_contents: List[dict] = await asyncio.gather(*content_tasks)

            # Build slides for this batch
            batch_slides: List[SlideModel] = []
            for offset, slide_content in enumerate(batch_contents):
                i = start + offset
                slide_layout = slide_layouts[i]
                slide = SlideModel(
                    presentation=presentation_id,
                    layout_group=layout_model.name,
                    layout=slide_layout.id,
                    index=i,
                    speaker_note=slide_content.get("__speaker_note__"),
                    content=slide_content,
                )
                slides.append(slide)
                batch_slides.append(slide)

            if using_slides_markdown:
                image_urls_for_batch = get_images_for_slides_from_outline(
                    presentation_outlines.slides[start:end]
                )
            else:
                image_urls_for_batch = [[] for _ in batch_slides]

            # Start asset fetch tasks immediately so they run in parallel with next batch's LLM calls
            asset_tasks = [
                asyncio.create_task(
                    process_slide_and_fetch_assets(
                        image_generation_service,
                        slide,
                        outline_image_urls=image_urls_for_batch[offset],
                    )
                )
                for offset, slide in enumerate(batch_slides)
            ]
            async_assets_generation_tasks.extend(asset_tasks)

        if async_status:
            async_status.message = "Fetching assets for slides"
            async_status.updated_at = datetime.now()
            sql_session.add(async_status)
            await sql_session.commit()

        # Run all asset tasks concurrently while batches may still be generating content
        generated_assets_list = await asyncio.gather(*async_assets_generation_tasks)
        generated_assets = []
        for assets_list in generated_assets_list:
            generated_assets.extend(assets_list)

        # 8. Save PresentationModel and Slides
        sql_session.add(presentation)
        sql_session.add_all(slides)
        sql_session.add_all(generated_assets)
        await sql_session.commit()

        if async_status:
            async_status.message = "Exporting presentation"
            async_status.updated_at = datetime.now()
            sql_session.add(async_status)

        # 9. Export
        presentation_and_path = await export_presentation(
            presentation_id, presentation.title or str(uuid.uuid4()), request.export_as
        )

        response = PresentationPathAndEditPath(
            **presentation_and_path.model_dump(),
            edit_path=f"/presentation?id={presentation_id}",
        )

        if async_status:
            async_status.message = "Presentation generation completed"
            async_status.status = "completed"
            async_status.data = response.model_dump(mode="json")
            async_status.updated_at = datetime.now()
            sql_session.add(async_status)
            await sql_session.commit()

        # Triggering webhook on success
        CONCURRENT_SERVICE.run_task(
            None,
            WebhookService.send_webhook,
            WebhookEvent.PRESENTATION_GENERATION_COMPLETED,
            response.model_dump(mode="json"),
        )

        return response

    except Exception as e:
        if not isinstance(e, HTTPException):
            traceback.print_exc()
            e = HTTPException(status_code=500, detail="Presentation generation failed")

        api_error_model = APIErrorModel.from_exception(e)

        # Triggering webhook on failure
        CONCURRENT_SERVICE.run_task(
            None,
            WebhookService.send_webhook,
            WebhookEvent.PRESENTATION_GENERATION_FAILED,
            api_error_model.model_dump(mode="json"),
        )

        if async_status:
            async_status.status = "error"
            async_status.message = "Presentation generation failed"
            async_status.updated_at = datetime.now()
            async_status.error = api_error_model.model_dump(mode="json")
            sql_session.add(async_status)
            await sql_session.commit()

        else:
            raise e


@PRESENTATION_ROUTER.post("/generate", response_model=PresentationPathAndEditPath)
async def generate_presentation_sync(
    request: GeneratePresentationRequest,
    sql_session: AsyncSession = Depends(get_async_session),
):
    try:
        (presentation_id,) = await check_if_api_request_is_valid(request, sql_session)
        return await generate_presentation_handler(
            request, presentation_id, None, sql_session
        )
    except Exception:
        traceback.print_exc()
        raise HTTPException(status_code=500, detail="Presentation generation failed")


@PRESENTATION_ROUTER.post(
    "/generate/async", response_model=AsyncPresentationGenerationTaskModel
)
async def generate_presentation_async(
    request: GeneratePresentationRequest,
    background_tasks: BackgroundTasks,
    sql_session: AsyncSession = Depends(get_async_session),
):
    try:
        (presentation_id,) = await check_if_api_request_is_valid(request, sql_session)

        async_status = AsyncPresentationGenerationTaskModel(
            status="pending",
            message="Queued for generation",
            data=None,
        )
        sql_session.add(async_status)
        await sql_session.commit()

        background_tasks.add_task(
            generate_presentation_handler,
            request,
            presentation_id,
            async_status=async_status,
            sql_session=sql_session,
        )
        return async_status

    except Exception as e:
        if not isinstance(e, HTTPException):
            print(e)
            e = HTTPException(status_code=500, detail="Presentation generation failed")

        raise e


@PRESENTATION_ROUTER.get(
    "/status/{id}", response_model=AsyncPresentationGenerationTaskModel
)
async def check_async_presentation_generation_status(
    id: str = Path(description="ID of the presentation generation task"),
    sql_session: AsyncSession = Depends(get_async_session),
):
    status = await sql_session.get(AsyncPresentationGenerationTaskModel, id)
    if not status:
        raise HTTPException(
            status_code=404, detail="No presentation generation task found"
        )
    return status


@PRESENTATION_ROUTER.post("/edit", response_model=PresentationPathAndEditPath)
async def edit_presentation_with_new_content(
    data: Annotated[EditPresentationRequest, Body()],
    sql_session: AsyncSession = Depends(get_async_session),
):
    presentation = await sql_session.get(PresentationModel, data.presentation_id)
    if not presentation:
        raise HTTPException(status_code=404, detail="Presentation not found")

    slides = await sql_session.scalars(
        select(SlideModel).where(SlideModel.presentation == data.presentation_id)
    )

    new_slides = []
    slides_to_delete = []
    for each_slide in slides:
        updated_content = None
        new_slide_data = list(
            filter(lambda x: x.index == each_slide.index, data.slides)
        )
        if new_slide_data:
            updated_content = deep_update(each_slide.content, new_slide_data[0].content)
            new_slides.append(
                each_slide.get_new_slide(presentation.id, updated_content)
            )
            slides_to_delete.append(each_slide.id)

    await sql_session.execute(
        delete(SlideModel).where(SlideModel.id.in_(slides_to_delete))
    )

    sql_session.add_all(new_slides)
    await sql_session.commit()

    presentation_and_path = await export_presentation(
        presentation.id, presentation.title or str(uuid.uuid4()), data.export_as
    )

    return PresentationPathAndEditPath(
        **presentation_and_path.model_dump(),
        edit_path=f"/presentation?id={presentation.id}",
    )


@PRESENTATION_ROUTER.post("/derive", response_model=PresentationPathAndEditPath)
async def derive_presentation_from_existing_one(
    data: Annotated[EditPresentationRequest, Body()],
    sql_session: AsyncSession = Depends(get_async_session),
):
    presentation = await sql_session.get(PresentationModel, data.presentation_id)
    if not presentation:
        raise HTTPException(status_code=404, detail="Presentation not found")

    slides = await sql_session.scalars(
        select(SlideModel).where(SlideModel.presentation == data.presentation_id)
    )

    new_presentation = presentation.get_new_presentation()
    new_slides = []
    for each_slide in slides:
        updated_content = None
        new_slide_data = list(
            filter(lambda x: x.index == each_slide.index, data.slides)
        )
        if new_slide_data:
            updated_content = deep_update(each_slide.content, new_slide_data[0].content)
        new_slides.append(
            each_slide.get_new_slide(new_presentation.id, updated_content)
        )

    sql_session.add(new_presentation)
    sql_session.add_all(new_slides)
    await sql_session.commit()

    presentation_and_path = await export_presentation(
        new_presentation.id, new_presentation.title or str(uuid.uuid4()), data.export_as
    )

    return PresentationPathAndEditPath(
        **presentation_and_path.model_dump(),
        edit_path=f"/presentation?id={new_presentation.id}",
    )