Cerate App

1. 1Geplante Architektur: Next.js gehostet auf Vercel mit Neon als Datenbank und Gemini Flash 3 für die Textanalyse.
2. 2Funktionsumfang: Extraktion von Metadaten aus PDFs, Konvertierung in Markdown und relative Benotung basierend auf wissenschaftlichen Kriterien.
3. 3Zwei Bewertungsstrategien: Orientierung an der besten Arbeit oder Festlegung der schwächsten Arbeit als Basisnote 4.
4. 4Verwendete Prompt-Techniken: Rollenbasierte User Stories ('as admin i can...'), strukturierte Ablaufschritte ('steps to fullfill') und Chain-of-Thought-Anweisungen ('think hard').
5. 5Testdaten-Generierung: Aufforderung zur Erstellung von 15 Beispieldokumenten basierend auf aktuellen Meldungen von orf.at.

create an app für tools section.
we need an app to grade papers from students.
host on vercel, use my allready existing accoutn on vercel next js.
use neon database, create new db.
the grading uses the system 1-5 from austria schools, alternatively use 1-6.
for analysing use a good writing model we should use gemini flash 3. show costs for each project (commulated)
each student has the following data. first name, lastname, email. projects have one or more studensts.  if there are just uploads read the name and email from the pdf.



as admin i can create, add, upade and delete projects.
as admin i can create a project with titel, description, grading-notes, default: compare and use worst file from students, second option is orient on best pdf and set notes.
as admin i can see the result of grading (short version) of our critereai. will be generated for each file of students.
as admin i can also see the list of 
think hard and create a list of criteria for grading student papers. important scientific criteria must be included.



there are a few steps to fullfill.
1. read and import pdf files to md. save the data in the database (only update if triggeded by user.)
2. compare all uploaded and converted files. use your defined criteira. 
3. we can either grade the students realtiv to the best work (use criteria) or use the worst work (if not catostrophic the worst work will be graded with 4)

generate 15 pdf files from the actual top thema of orf.at