freezmo/lib/schemas.ts
Martin Dvorak 6036238bf0 Teach it back: the AI becomes the curious student
A new mode where the user explains a topic in their own words and the AI
plays a curious classmate: short reactions, exactly one follow-up question
at a time, never "correct"/"wrong", never lecturing, and everything it knows
comes from the user's own decks and notes.

- Entry points: a sidebar row next to Exam mode and a "Teach it back" action
  in every deck's menu (which prefills the topic and scope).
- Start screen: deck or typed topic, friendly/skeptical student, the same
  context and model chips as Chat (/teach?deck=<id> pre-selects the deck).
- Session: the student prompt is a mode of the existing /api/chat route, so
  model resolution, allowlists, rate limits and the streaming client are the
  same code; the personality lives in lib/prompts.ts (TEACH_*). The deck's
  cards travel as a numbered checklist and the student is told to ask about
  the ideas that were skipped; it must say so rather than guess when the
  notes cover nothing. One constant (TEACH_MAX_EXCHANGES = 10) ends the
  session, or the Finish button does.
- Recap: a teach_summary call (JSON, one repair retry) yields well / gaps
  with card references / next steps; each gap links to the card it means.
  "Add missed cards to review" schedules those activities due now; "Turn
  gaps into cards" generates one flashcard per gap from the deck's notes and
  shows an editable review list before saving.
- Sessions are chat conversations with a mode:"teach" marker + session
  record: same IndexedDB history, backup and sync, filtered out of the Chat
  screens; the recent list reopens a recap or continues a session.
- Reused pieces: MessageRow, Composer (now optional attach/scope chips and a
  mic), Markdown/KaTeX, AiDisclaimer, ContextPicker/ModelPicker, plus a
  shared useChatModels hook and useKeyboardInset extracted from Chat.
- Dictation: Web Speech API recognition (lib/speech-input.ts); the mic only
  renders where the browser supports it, and dictated phrases land in the
  draft.
- All strings in en + cs. teach-test: 44 checks (API prompts and guards,
  both entry points, the session, recap actions, history, exchange limit,
  360/390px layouts, mic on/off). Version 0.8.1, SW v103.
2026-10-16 23:05:24 +00:00

498 lines
17 KiB
TypeScript

import { z } from "zod";
/**
* Zod schemas shared by the API routes (server) and the UI (client).
* Everything the model returns is validated against these.
*/
export const difficultySchema = z.enum(["easy", "medium", "hard"]);
export type Difficulty = z.infer<typeof difficultySchema>;
/**
* Photos and rendered pages travel as base64 data URLs — never plain URLs.
* A URL here would make Ollama fetch an arbitrary address on our behalf (an
* SSRF hole through the model host), so the shape is part of the contract.
*/
export function dataUrlSchema(maxChars: number) {
return z
.string()
.min(32)
.max(maxChars)
.regex(/^data:[a-z0-9][a-z0-9.+-]*\/[a-z0-9][a-z0-9.+-]*;base64,/i, "must be a base64 data URL");
}
const baseActivity = {
/** Short label shown in the feed chrome, e.g. "Cell biology". */
topic: z.string().min(1).max(120).optional(),
explanation: z.string().min(1).max(600),
/**
* The words from the student's own notes that carry this answer. The feed
* shows them back after answering ("From your notes", with the matching
* passage highlighted), so the quote has to be verbatim.
*/
source: z.string().min(1).max(1200).optional(),
};
export const flashcardSchema = z.object({
type: z.literal("flashcard"),
front: z.string().min(1).max(400),
back: z.string().min(1).max(1200),
...baseActivity,
});
export const multipleChoiceSchema = z.object({
type: z.literal("multiple_choice"),
question: z.string().min(1).max(600),
options: z.array(z.string().min(1).max(300)).length(4),
correctIndex: z.number().int().min(0).max(3),
...baseActivity,
});
export const trueFalseSchema = z.object({
type: z.literal("true_false"),
statement: z.string().min(1).max(600),
answer: z.boolean(),
...baseActivity,
});
export const fillBlankSchema = z.object({
type: z.literal("fill_blank"),
/** Must contain a `____` placeholder. */
sentence: z.string().min(1).max(600),
answer: z.string().min(1).max(200),
/** Optional word bank; when present it is shown as tappable choices. */
options: z.array(z.string().min(1).max(200)).min(2).max(6).optional(),
...baseActivity,
});
export const matchingSchema = z.object({
type: z.literal("matching"),
instruction: z.string().min(1).max(300),
pairs: z
.array(
z.object({
term: z.string().min(1).max(200),
definition: z.string().min(1).max(300),
}),
)
.min(3)
.max(6),
...baseActivity,
});
export const orderingSchema = z.object({
type: z.literal("ordering"),
instruction: z.string().min(1).max(300),
/** Items in the CORRECT order; the UI shuffles them. */
items: z.array(z.string().min(1).max(300)).min(3).max(7),
...baseActivity,
});
export const shortAnswerSchema = z.object({
type: z.literal("short_answer"),
question: z.string().min(1).max(600),
referenceAnswer: z.string().min(1).max(1200),
/** Ideas the grader should look for. */
keyPoints: z.array(z.string().min(1).max(200)).min(1).max(6),
...baseActivity,
});
/**
* Activities as produced by the model (no id / xp yet - the server adds them).
*/
export const generatedActivitySchema = z.discriminatedUnion("type", [
flashcardSchema,
multipleChoiceSchema,
trueFalseSchema,
fillBlankSchema,
matchingSchema,
orderingSchema,
shortAnswerSchema,
]);
export type GeneratedActivity = z.infer<typeof generatedActivitySchema>;
/** What the vision step must return. */
export const extractedNotesSchema = z.object({
title: z.string().min(1).max(120),
subject: z.string().max(80).optional(),
summary: z.string().max(400).optional(),
/**
* Language of the notes (English name or BCP-47 code). Everything the app
* generates afterwards must be written in this language.
*/
language: z.string().min(2).max(60).default("the same language as the notes"),
/** Clean, structured transcription of everything relevant to study. */
notes: z.string().min(1),
keyConcepts: z.array(z.string().min(1).max(300)).min(1).max(40),
definitions: z
.array(z.object({ term: z.string().min(1).max(200), definition: z.string().min(1).max(600) }))
.max(30)
.default([]),
formulas: z
.array(z.object({ name: z.string().min(1).max(200), formula: z.string().min(1).max(400) }))
.max(30)
.default([]),
facts: z.array(z.string().min(1).max(400)).max(40).default([]),
});
export type ExtractedNotes = z.infer<typeof extractedNotesSchema>;
/** Grading response for short answers. */
export const gradeResultSchema = z.object({
correct: z.boolean(),
score: z.number().min(0).max(100),
feedback: z.string().min(1).max(600),
missing: z.array(z.string().max(200)).max(6).default([]),
});export type GradeResult = z.infer<typeof gradeResultSchema>;
/* ------------------------------------------------------------------ */
/* Make my homework */
/* ------------------------------------------------------------------ */
export const homeworkModeSchema = z.enum(["make", "guide", "check"]);
export type HomeworkMode = z.infer<typeof homeworkModeSchema>;
export const checkIssueSchema = z.object({
issue: z.string().min(1).max(600),
why: z.string().min(1).max(600),
fix: z.string().max(600).default(""),
});
export type CheckIssue = z.infer<typeof checkIssueSchema>;
/** Mode 3: feedback on the student's own solution. */
export const homeworkCheckSchema = z.object({
title: z.string().min(1).max(200),
language: z.string().max(60).optional(),
verdict: z.string().min(1).max(600),
correct: z.array(z.string().max(600)).max(12).default([]),
wrong: z.array(checkIssueSchema).max(12).default([]),
corrected: z.string().min(1).max(20_000),
});
export type HomeworkCheck = z.infer<typeof homeworkCheckSchema>;
/** Mode 1 — the finished homework, nothing else. */
export const homeworkMakeSchema = z.object({
title: z.string().min(1).max(200),
/** English name of the language the assignment was written in. */
language: z.string().max(60).optional(),
answer: z.string().min(1).max(20_000),
});
export type HomeworkMake = z.infer<typeof homeworkMakeSchema>;
/**
* One step of the interactive guide, as the model returns it. `checkpoint` is
* a normal study activity (validated by the same schema as the feed) that the
* student answers to check the step landed.
*/
export const homeworkStepSchema = z.object({
title: z.string().min(1).max(200),
explanation: z.string().min(1).max(1500),
/** Progressive help: nudge -> real hint -> the full answer for this step. */
hints: z.array(z.string().min(1).max(1500)).min(1).max(4),
/** The full answer for this step; the guide assembles the solution from these. */
answer: z.string().min(1).max(5000),
checkpoint: generatedActivitySchema.optional(),
});
export type HomeworkGuide = {
title: string;
language?: string;
steps: z.infer<typeof homeworkStepSchema>[];
};
/* ------------------------------------------------------------------ */
/* Client-side homework types (checkpoints carry id/xp, plus storage) */
/* ------------------------------------------------------------------ */
export const homeworkCheckpointSchema = generatedActivitySchema.and(
z.object({ id: z.string(), xp: z.number() }),
);
export type HomeworkCheckpoint = z.infer<typeof homeworkCheckpointSchema>;
export type HomeworkStep = {
title: string;
explanation: string;
hints: string[];
answer: string;
checkpoint?: HomeworkCheckpoint;
};
export const homeworkStepStoredSchema: z.ZodType<HomeworkStep> = z.object({
title: z.string().min(1).max(200),
explanation: z.string().min(1).max(1500),
hints: z.array(z.string().min(1).max(1500)).min(1).max(4),
answer: z.string().min(1).max(5000),
checkpoint: homeworkCheckpointSchema.optional(),
});
const homeworkBaseFields = {
id: z.string().min(1).max(80),
title: z.string().min(1).max(200),
language: z.string().max(60).optional(),
createdAt: z.number(),
updatedAt: z.number(),
/** The assignment text (photos/documents were reduced to text client-side). */
sourceText: z.string().max(40_000),
};
export const homeworkRecordSchema = z.discriminatedUnion("mode", [
z.object({
...homeworkBaseFields,
mode: z.literal("make"),
answer: z.string().min(1).max(20_000),
}),
z.object({
...homeworkBaseFields,
mode: z.literal("guide"),
steps: z.array(homeworkStepStoredSchema).min(2).max(10),
}),
z.object({
...homeworkBaseFields,
mode: z.literal("check"),
verdict: z.string().min(1).max(600),
correct: z.array(z.string().max(600)).max(12),
wrong: z.array(checkIssueSchema).max(12),
corrected: z.string().min(1).max(20_000),
/** The student's own attempt, so "Redo" can re-check the same work. */
attempt: z.string().max(20_000).optional(),
}),
]);
export type HomeworkRecord = z.infer<typeof homeworkRecordSchema>;
export type HomeworkMakeRecord = Extract<HomeworkRecord, { mode: "make" }>;
export type HomeworkGuideRecord = Extract<HomeworkRecord, { mode: "guide" }>;
export type HomeworkCheckRecord = Extract<HomeworkRecord, { mode: "check" }>;
/* ------------------------------------------------------------------ */
/* Podcasts (notes turned into a spoken episode) */
/* ------------------------------------------------------------------ */
export type PodcastSection = { heading: string; text: string };
/** As produced by the model (no id yet). */
export const generatedPodcastSchema = z.object({
title: z.string().min(1).max(200),
language: z.string().max(60).optional(),
summary: z.string().max(400).optional(),
sections: z
.array(
z.object({
heading: z.string().min(1).max(120),
text: z.string().min(1).max(4000),
}),
)
.min(1)
.max(12),
});
export type GeneratedPodcast = z.infer<typeof generatedPodcastSchema>;
/** Stored episode: the script plus where it came from and where the listener
* got to (so reopening it resumes, Spotify-style). */
export type Podcast = {
id: string;
title: string;
summary?: string;
language?: string;
sourceText: string;
createdAt: number;
updatedAt: number;
sections: PodcastSection[];
progress?: { section: number; word: number; at: number };
};
export const podcastSchema: z.ZodType<Podcast> = z.object({
id: z.string().min(1).max(80),
title: z.string().min(1).max(200),
summary: z.string().max(400).optional(),
language: z.string().max(60).optional(),
sourceText: z.string().max(40_000),
createdAt: z.number(),
updatedAt: z.number(),
sections: z
.array(z.object({ heading: z.string().min(1).max(120), text: z.string().min(1).max(4000) }))
.min(1)
.max(12),
progress: z
.object({ section: z.number().int().min(0), word: z.number().int().min(0), at: z.number() })
.optional(),
});
/* ------------------------------------------------------------------ */
/* Client-side deck types (activity + id/xp, plus storage metadata) */
/* ------------------------------------------------------------------ */
export type Activity = GeneratedActivity & { id: string; xp: number };
export type Folder = {
id: string;
name: string;
createdAt: number;
};
export const folderSchema: z.ZodType<Folder> = z.object({
id: z.string().min(1).max(80),
name: z.string().min(1).max(60),
createdAt: z.number(),
});
/** Virtual folder that holds every deck without a folder of its own. */
export const UNORGANIZED_ID = "unorganized";
export type Deck = {
id: string;
title: string;
subject?: string;
summary?: string;
/** Language the deck is written in (kept for grading, regenerate, add-more). */
language?: string;
/** Folder this deck lives in; undefined means "Unorganized". */
folderId?: string;
/** Text extracted from the user's notes - reused by regenerate/add-more. */
sourceText: string;
difficulty: Difficulty;
createdAt: number;
updatedAt: number;
activities: Activity[];
attempts: number;
/** Best result as a 0-100 percentage. */
bestScore?: number;
};
export const deckSchema: z.ZodType<Deck> = z.object({
id: z.string(),
title: z.string(),
subject: z.string().optional(),
summary: z.string().optional(),
language: z.string().optional(),
folderId: z.string().optional(),
sourceText: z.string(),
difficulty: difficultySchema,
createdAt: z.number(),
updatedAt: z.number(),
activities: z.array(generatedActivitySchema.and(z.object({ id: z.string(), xp: z.number() }))).min(1),
attempts: z.number(),
bestScore: z.number().optional(),
});
/* ------------------------------------------------------------------ */
/* Learning history (IndexedDB, included in backups and sync) */
/* ------------------------------------------------------------------ */
export const answerRecordSchema = z.object({
id: z.string().min(1).max(80),
deckId: z.string().min(1).max(80),
deckTitle: z.string().max(200),
activityId: z.string().min(1).max(80),
type: z.string().max(40),
topic: z.string().max(120).optional(),
correct: z.boolean(),
at: z.number(),
});
export type AnswerRecord = z.infer<typeof answerRecordSchema>;
export const srsRecordSchema = z.object({
key: z.string().min(1).max(200),
deckId: z.string().min(1).max(80),
activityId: z.string().min(1).max(80),
ease: z.number().min(1).max(4),
reps: z.number().int().min(0).max(1000),
intervalDays: z.number().int().min(0).max(3650),
lapses: z.number().int().min(0).max(10000),
dueAt: z.number(),
lastAt: z.number(),
lastCorrect: z.boolean(),
});
export type SrsRecord = z.infer<typeof srsRecordSchema>;
/* ------------------------------------------------------------------ */
/* Chat (history, sources, scopes) */
/* ------------------------------------------------------------------ */
export const chatSourceSchema = z.object({
deckId: z.string().min(1).max(120),
deckTitle: z.string().max(200),
section: z.string().max(200),
});
export type ChatSource = z.infer<typeof chatSourceSchema>;
export const chatAttachmentSchema = z.object({
name: z.string().max(200),
kind: z.enum(["photo", "document", "text"]),
chars: z.number().int().min(0).max(10_000_000),
});
export type ChatAttachment = z.infer<typeof chatAttachmentSchema>;
export const chatMessageSchema = z.object({
id: z.string().min(1).max(80),
role: z.enum(["user", "assistant"]),
content: z.string().max(20_000),
thinking: z.string().max(20_000).optional(),
model: z.string().max(120).optional(),
sources: z.array(chatSourceSchema).max(40).optional(),
attachments: z.array(chatAttachmentSchema).max(10).optional(),
at: z.number(),
error: z.object({ message: z.string().max(2000), kind: z.string().max(40).optional() }).optional(),
});
export type ChatMessage = z.infer<typeof chatMessageSchema>;
export const chatScopeSchema = z.discriminatedUnion("kind", [
z.object({ kind: z.literal("all") }),
z.object({ kind: z.literal("none") }),
z.object({ kind: z.literal("decks"), deckIds: z.array(z.string().max(120)).max(200) }),
]);
export type ChatScope = z.infer<typeof chatScopeSchema>;
/* Teach it back: sessions are chat conversations with a "teach" marker and
the session's own record (which cards were checked, the recap). Kept inside
the chat schema so history, backup and encrypted sync carry them for free. */
export const teachDifficultySchema = z.enum(["friendly", "skeptical"]);
export type TeachDifficulty = z.infer<typeof teachDifficultySchema>;
/** One checklist card the student checks the explanation against. */
export const teachCardRefSchema = z.object({
ref: z.number().int().min(1).max(999),
deckId: z.string().min(1).max(80),
activityId: z.string().min(1).max(80),
deckTitle: z.string().max(200),
/** The prompt side of the card, for the recap's links. */
label: z.string().max(300),
});
export type TeachCardRef = z.infer<typeof teachCardRefSchema>;
export const teachSummarySchema = z.object({
well: z.array(z.string().max(800)).max(12),
gaps: z
.array(
z.object({
what: z.string().max(800),
/** [n] reference into the session's cards, when one covers the gap. */
ref: z.number().int().min(1).max(999).nullable().optional(),
}),
)
.max(20),
next: z.array(z.string().max(800)).max(6),
});
export type TeachSummary = z.infer<typeof teachSummarySchema>;
export const teachSessionSchema = z.object({
difficulty: teachDifficultySchema,
topic: z.string().max(200),
scope: chatScopeSchema,
cards: z.array(teachCardRefSchema).max(80),
summary: teachSummarySchema.optional(),
});
export type TeachSession = z.infer<typeof teachSessionSchema>;
export const chatConversationSchema = z.object({
id: z.string().min(1).max(80),
title: z.string().max(200),
messages: z.array(chatMessageSchema).max(300),
scope: chatScopeSchema,
model: z.string().max(120).optional(),
provider: z.string().max(60).optional(),
/** "chat" (or absent, for old records) / "teach". */
mode: z.enum(["chat", "teach"]).optional(),
teach: teachSessionSchema.optional(),
createdAt: z.number(),
updatedAt: z.number(),
});
export type ChatConversation = z.infer<typeof chatConversationSchema>;