Next.js 15 app that turns photos, PDFs, DOCX/PPTX and text into a swipeable feed of AI-generated activities (flashcards, multiple choice, true/false, fill-in-the-blank, matching, ordering, short answer) using the user's own Ollama models. Highlights: - All AI calls run in server route handlers; the browser never talks to Ollama. - Bring-your-own-key mode (default): the key lives only in the browser and is sent per-request; server, local-daemon and shared-key modes also supported. - Client-side document extraction (pdf.js, mammoth, jszip) with scanned-PDF page rendering for the vision model; notes stay in their original language. - ChatGPT-style shell: collapsible sidebar / mobile drawer, neutral token-based light + dark themes, folder organisation, PWA (manifest, SW, offline page). - Strict JSON validation with zod + auto-repair, rate limiting, and request guards (cross-origin, body-size, API-key sanitising). - setup.sh bootstraps deps, .env.local and a production build. Gitignore excludes .env*, the generated pdf.js worker and local scratch files.
193 lines
6 KiB
TypeScript
193 lines
6 KiB
TypeScript
import { z } from "zod";
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/**
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* Zod schemas shared by the API routes (server) and the UI (client).
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* Everything the model returns is validated against these.
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*/
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export const difficultySchema = z.enum(["easy", "medium", "hard"]);
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export type Difficulty = z.infer<typeof difficultySchema>;
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const baseActivity = {
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/** Short label shown in the feed chrome, e.g. "Cell biology". */
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topic: z.string().min(1).max(120).optional(),
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explanation: z.string().min(1).max(600),
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};
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export const flashcardSchema = z.object({
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type: z.literal("flashcard"),
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front: z.string().min(1).max(400),
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back: z.string().min(1).max(1200),
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...baseActivity,
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});
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export const multipleChoiceSchema = z.object({
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type: z.literal("multiple_choice"),
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question: z.string().min(1).max(600),
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options: z.array(z.string().min(1).max(300)).length(4),
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correctIndex: z.number().int().min(0).max(3),
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...baseActivity,
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});
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export const trueFalseSchema = z.object({
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type: z.literal("true_false"),
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statement: z.string().min(1).max(600),
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answer: z.boolean(),
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...baseActivity,
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});
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export const fillBlankSchema = z.object({
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type: z.literal("fill_blank"),
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/** Must contain a `____` placeholder. */
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sentence: z.string().min(1).max(600),
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answer: z.string().min(1).max(200),
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/** Optional word bank; when present it is shown as tappable choices. */
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options: z.array(z.string().min(1).max(200)).min(2).max(6).optional(),
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...baseActivity,
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});
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export const matchingSchema = z.object({
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type: z.literal("matching"),
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instruction: z.string().min(1).max(300),
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pairs: z
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.array(
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z.object({
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term: z.string().min(1).max(200),
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definition: z.string().min(1).max(300),
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}),
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)
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.min(3)
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.max(6),
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...baseActivity,
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});
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export const orderingSchema = z.object({
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type: z.literal("ordering"),
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instruction: z.string().min(1).max(300),
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/** Items in the CORRECT order; the UI shuffles them. */
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items: z.array(z.string().min(1).max(300)).min(3).max(7),
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...baseActivity,
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});
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export const shortAnswerSchema = z.object({
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type: z.literal("short_answer"),
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question: z.string().min(1).max(600),
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referenceAnswer: z.string().min(1).max(1200),
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/** Ideas the grader should look for. */
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keyPoints: z.array(z.string().min(1).max(200)).min(1).max(6),
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...baseActivity,
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});
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/**
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* Activities as produced by the model (no id / xp yet - the server adds them).
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*/
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export const generatedActivitySchema = z.discriminatedUnion("type", [
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flashcardSchema,
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multipleChoiceSchema,
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trueFalseSchema,
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fillBlankSchema,
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matchingSchema,
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orderingSchema,
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shortAnswerSchema,
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]);
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export type GeneratedActivity = z.infer<typeof generatedActivitySchema>;
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export const generatedDeckSchema = z.object({
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title: z.string().min(1).max(120),
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subject: z.string().max(80).optional(),
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summary: z.string().max(400).optional(),
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/** Language of the generated content, e.g. "Czech" or "cs". */
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language: z.string().max(60).optional(),
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activities: z.array(generatedActivitySchema).min(4).max(20),
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});
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export type GeneratedDeck = z.infer<typeof generatedDeckSchema>;
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/** What the vision step must return. */
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export const extractedNotesSchema = z.object({
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title: z.string().min(1).max(120),
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subject: z.string().max(80).optional(),
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summary: z.string().max(400).optional(),
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/**
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* Language of the notes (English name or BCP-47 code). Everything the app
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* generates afterwards must be written in this language.
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*/
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language: z.string().min(2).max(60).default("the same language as the notes"),
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/** Clean, structured transcription of everything relevant to study. */
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notes: z.string().min(1),
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keyConcepts: z.array(z.string().min(1).max(300)).min(1).max(40),
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definitions: z
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.array(z.object({ term: z.string().min(1).max(200), definition: z.string().min(1).max(600) }))
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.max(30)
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.default([]),
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formulas: z
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.array(z.object({ name: z.string().min(1).max(200), formula: z.string().min(1).max(400) }))
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.max(30)
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.default([]),
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facts: z.array(z.string().min(1).max(400)).max(40).default([]),
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});
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export type ExtractedNotes = z.infer<typeof extractedNotesSchema>;
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/** Grading response for short answers. */
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export const gradeResultSchema = z.object({
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correct: z.boolean(),
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score: z.number().min(0).max(100),
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feedback: z.string().min(1).max(600),
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missing: z.array(z.string().max(200)).max(6).default([]),
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});export type GradeResult = z.infer<typeof gradeResultSchema>;
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/* ------------------------------------------------------------------ */
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/* Client-side deck types (activity + id/xp, plus storage metadata) */
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/* ------------------------------------------------------------------ */
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export type Activity = GeneratedActivity & { id: string; xp: number };
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export type Folder = {
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id: string;
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name: string;
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createdAt: number;
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};
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export const folderSchema: z.ZodType<Folder> = z.object({
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id: z.string().min(1).max(80),
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name: z.string().min(1).max(60),
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createdAt: z.number(),
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});
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/** Virtual folder that holds every deck without a folder of its own. */
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export const UNORGANIZED_ID = "unorganized";
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export type Deck = {
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id: string;
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title: string;
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subject?: string;
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summary?: string;
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/** Language the deck is written in (kept for grading, regenerate, add-more). */
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language?: string;
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/** Folder this deck lives in; undefined means "Unorganized". */
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folderId?: string;
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/** Text extracted from the user's notes - reused by regenerate/add-more. */
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sourceText: string;
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difficulty: Difficulty;
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createdAt: number;
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updatedAt: number;
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activities: Activity[];
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attempts: number;
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/** Best result as a 0-100 percentage. */
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bestScore?: number;
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};
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export const deckSchema: z.ZodType<Deck> = z.object({
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id: z.string(),
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title: z.string(),
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subject: z.string().optional(),
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summary: z.string().optional(),
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language: z.string().optional(),
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folderId: z.string().optional(),
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sourceText: z.string(),
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difficulty: difficultySchema,
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createdAt: z.number(),
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updatedAt: z.number(),
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activities: z.array(generatedActivitySchema.and(z.object({ id: z.string(), xp: z.number() }))).min(1),
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attempts: z.number(),
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bestScore: z.number().optional(),
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});
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