How to save multiple dynamically created forms in django

I am trying to create a page where various data corresponding to mutliple models can be input by the user, and to have an option to dynamically add additional forms. I have been attempting to use htmx for this and am able to dynamically add forms, however when I save it is only the last entered form that is saved. I haven't used formsets as this wont integrate well with htmx https://justdjango.com/blog/dynamic-forms-in-django-htmx#django-formsets-vs-htmx.

Code below any suggestion as to how to get all the dynamically created forms to be save would be most appreciated!

models.py

from django.db import models

class Author(models.Model):
    name = models.CharField(max_length=50)

class Book(models.Model):
    author = models.ForeignKey(Author, on_delete=models.CASCADE)
    title = models.CharField(max_length=100)

forms.py

from django import forms
from .models import Book, Author
from crispy_forms.helper import FormHelper


class AuthorForm(forms.ModelForm):
    class Meta:
        model = Author
        fields = ['name']

    def __init__(self, *args, **kwargs):
        super().__init__(*args, **kwargs)
        self.helper = FormHelper()
        self.helper.form_id = 'id-CaseForm'
        self.helper.form_class = 'blueForms'
        self.helper.form_method = 'post'
        self.helper.form_tag = False

class BookForm(forms.ModelForm):
    class Meta:
        model = Book
        fields = ('title',)
    def __init__(self, *args, **kwargs):
        super().__init__(*args, **kwargs)
        self.helper = FormHelper()
        self.helper.form_method = 'post'
        self.helper.form_tag = False
        self.helper.form_show_labels = False

views.py

class create_book(TemplateView):
    
    template_name = 'create_book.html'

    def get(self, *args, **kwargs):
        author_form = AuthorForm
        book_form = BookForm
        return self.render_to_response(
            {'book_form': BookForm,
             "author_form": AuthorForm,}
        )
    def post(self, *args, **kwargs):
        author_form = AuthorForm(data=self.request.POST)
        book_form = BookForm(data=self.request.POST)
        if author_form.is_valid():
            author = author_form.save()
            if book_form.is_valid():
                book = book_form.save(commit=False)
                book.author = author
                book.save()

def create_book_form(request):
    form = BookForm()
    context = {
        "form": form
    }
    return render(request, "partials/book_form.html", context)

urls.py

urlpatterns = [
    path('create_book/', create_book.as_view(), name='create-book'),
    path('htmx/create-book-form/', create_book_form, name='create-book-form'),]

create_book.html

{% extends "base.html" %}
{% block content %}
{% load crispy_forms_tags %}

<form  class="blueForms" id="id-CaseForm" method="post" >
{% crispy author_form %}

{% crispy book_form %}
<button type="button" hx-get="{% url 'create-book-form' %}" hx-target="#bookforms" hx-swap="beforeend">
    Add book form
</button>
<div id="bookforms"></div>
</form>

partials/book_form.html

{% load crispy_forms_tags %}

<div hx-target="this" hx-swap="outerHTML">

{% csrf_token %}
{% crispy form %}
{{ form.management_form }}

</div>