From 47d8f46bdb0bb911221e7a7938c0abd6bf5d0f3b Mon Sep 17 00:00:00 2001 From: yuetsh <517252939@qq.com> Date: Sat, 19 Sep 2026 06:00:10 -0600 Subject: [PATCH] =?UTF-8?q?feat(AI=20=E6=8F=90=E7=A4=BA):=20=E6=8F=90?= =?UTF-8?q?=E7=A4=BA=E8=90=BD=E5=BA=93=E5=B9=B6=E6=94=B6=E9=9B=86=E5=AD=A6?= =?UTF-8?q?=E7=94=9F=E8=AF=84=E4=BB=B7=EF=BC=8C=E8=90=BD=E8=BF=9B=20ai=5Fh?= =?UTF-8?q?int?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit AI 时代 OJ 设计的 2a：先把现有提示记下来，为后面的分级和两段式诊断攒对照数据。 提示本身的行为不变，发给模型的 prompt 一字未改。 - 迁移 0017 建 ai_hint：模型、prompt 版本、内容、错误、耗时、学生评价； 成功和失败都记（失败率是 AI 悄悄变差时最先动的数）。挂在 submission 上 CASCADE - streamChat 第三个参数改成 { onComplete, onError }：onComplete 的返回值并进 done 事件，提示 id 由此带回前端；班级学情分析那处调用同步改写，行为不变 - 落库失败只记日志，不影响学生拿到提示 - 新增 POST /ai/hint/:id/feedback：只能评自己的提示（别人的一律 404），可以改票 - 前端提示生成完出「有帮助 / 没帮助」，选中的高亮；后端没存上时不出按钮 - 实跑：本地假 LLM 验证成功 / provider 断开 / 缺 AI_KEY 三条路径的落库， 评价接口六种请求，浏览器里按钮出现、改票、重复点不发请求 Co-Authored-By: Claude Opus 5 --- apps/api/src/db/0017_add_ai_hint.sql | 17 + apps/api/src/db/meta/0017_snapshot.json | 3951 +++++++++++++++++ apps/api/src/db/meta/_journal.json | 7 + apps/api/src/db/schema.ts | 54 + apps/api/src/routes/ai.ts | 112 +- apps/api/src/services/ai.ts | 33 +- apps/web/src/oj/api.ts | 8 + .../problem/components/SubmissionResult.vue | 52 + packages/contract/src/ai.ts | 7 + 9 files changed, 4220 insertions(+), 21 deletions(-) create mode 100644 apps/api/src/db/0017_add_ai_hint.sql create mode 100644 apps/api/src/db/meta/0017_snapshot.json diff --git a/apps/api/src/db/0017_add_ai_hint.sql b/apps/api/src/db/0017_add_ai_hint.sql new file mode 100644 index 0000000..64cc37f --- /dev/null +++ b/apps/api/src/db/0017_add_ai_hint.sql @@ -0,0 +1,17 @@ +-- AI 提示的留痕与学生评价（AI 时代 OJ 设计 2a：先记录、不改行为），字段含义见 schema.ts 的 aiHint。 +-- 纯建表。上线之前的提示从未落库，这张表从空开始。 +CREATE TABLE "ai_hint" ( + "id" bigint PRIMARY KEY GENERATED BY DEFAULT AS IDENTITY (sequence name "ai_hint_id_seq" INCREMENT BY 1 MINVALUE 1 MAXVALUE 9223372036854775807 START WITH 1 CACHE 1), + "submission_id" text NOT NULL, + "model" text NOT NULL, + "prompt_version" integer NOT NULL, + "content" text NOT NULL, + "error" text, + "duration_ms" integer NOT NULL, + "helpful" boolean, + "feedback_time" timestamp with time zone, + "create_time" timestamp with time zone NOT NULL +); +--> statement-breakpoint +ALTER TABLE "ai_hint" ADD CONSTRAINT "ai_hint_submission_id_fk_submission_id" FOREIGN KEY ("submission_id") REFERENCES "public"."submission"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint +CREATE INDEX "ai_hint_submission_id_idx" ON "ai_hint" USING btree ("submission_id"); \ No newline at end of file diff --git a/apps/api/src/db/meta/0017_snapshot.json b/apps/api/src/db/meta/0017_snapshot.json new file mode 100644 index 0000000..dc28571 --- /dev/null +++ b/apps/api/src/db/meta/0017_snapshot.json @@ -0,0 +1,3951 @@ +{ + "id": "e3f9cf77-7344-4bdd-9b53-26f462a52465", + "prevId": 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{ + "name": "user_achv_time_idx", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last", + "opclass": "int4_ops" + }, + { + "expression": "unlock_time", + "isExpression": false, + "asc": false, + "nulls": "first", + "opclass": "timestamptz_ops" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "user_achievement_achievement_id_29db600d_fk_achievement_id": { + "name": "user_achievement_achievement_id_29db600d_fk_achievement_id", + "tableFrom": "user_achievement", + "tableTo": "achievement", + "columnsFrom": [ + "achievement_id" + ], + "columnsTo": [ + "id" + ], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "user_achievement_user_id_b8ec7d6a_fk_user_id": { + "name": "user_achievement_user_id_b8ec7d6a_fk_user_id", + "tableFrom": "user_achievement", + "tableTo": "user", + "columnsFrom": [ + "user_id" + ], + "columnsTo": [ + "id" + ], + "onDelete": "no action", + 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"compositePrimaryKeys": {}, + "uniqueConstraints": { + "unique_user_badge": { + "name": "unique_user_badge", + "nullsNotDistinct": false, + "columns": [ + "badge_id", + "user_id" + ] + } + }, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.user_profile": { + "name": "user_profile", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "acm_problems_status": { + "name": "acm_problems_status", + "type": "jsonb", + "primaryKey": false, + "notNull": true, + "default": "'{}'::jsonb" + }, + "avatar": { + "name": "avatar", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "mood": { + "name": "mood", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "accepted_number": { + "name": "accepted_number", + "type": "integer", + "primaryKey": false, + "notNull": true, + "default": 0 + }, + "submission_number": { + "name": "submission_number", + "type": "integer", + "primaryKey": false, + "notNull": true, + "default": 0 + }, + "user_id": { + "name": "user_id", + "type": "integer", + "primaryKey": false, + "notNull": true + }, + "real_name": { + "name": "real_name", + "type": "text", + "primaryKey": false, + "notNull": false + } + }, + "indexes": {}, + "foreignKeys": { + "user_profile_user_id_8fdce8e2_fk_user_id": { + "name": "user_profile_user_id_8fdce8e2_fk_user_id", + "tableFrom": "user_profile", + "tableTo": "user", + "columnsFrom": [ + "user_id" + ], + "columnsTo": [ + "id" + ], + "onDelete": "cascade", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": { + "user_profile_user_id_key": { + "name": "user_profile_user_id_key", + "nullsNotDistinct": false, + "columns": [ + "user_id" + ] + } + }, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.user_stat": { + "name": "user_stat", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "bigint", + "primaryKey": true, + "notNull": true, + "identity": { + "type": "byDefault", + "name": "user_stat_id_seq", + "schema": "public", + "increment": "1", + "startWith": "1", + "minValue": "1", + "maxValue": "9223372036854775807", + "cache": "1", + "cycle": false + } + }, + "metrics": { + "name": "metrics", + "type": "jsonb", + "primaryKey": false, + "notNull": true, + "default": "'{}'::jsonb" + }, + "update_time": { + "name": "update_time", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "integer", + "primaryKey": false, + "notNull": true + } + }, + "indexes": {}, + "foreignKeys": { + "user_stat_user_id_73337fc0_fk_user_id": { + "name": "user_stat_user_id_73337fc0_fk_user_id", + "tableFrom": "user_stat", + "tableTo": "user", + "columnsFrom": [ + "user_id" + ], + "columnsTo": [ + "id" + ], + "onDelete": "cascade", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": { + "user_stat_user_id_key": { + "name": "user_stat_user_id_key", + "nullsNotDistinct": false, + "columns": [ + "user_id" + ] + } + }, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + } + }, + "enums": {}, + "schemas": {}, + "sequences": {}, + "roles": {}, + "policies": {}, + "views": {}, + "_meta": { + "columns": {}, + "schemas": {}, + "tables": {} + } +} \ No newline at end of file diff --git a/apps/api/src/db/meta/_journal.json b/apps/api/src/db/meta/_journal.json index 02c1f1f..a1641f6 100644 --- a/apps/api/src/db/meta/_journal.json +++ b/apps/api/src/db/meta/_journal.json @@ -120,6 +120,13 @@ "when": 1789817209482, "tag": "0016_add_submission_trace", "breakpoints": true + }, + { + "idx": 17, + "version": "7", + "when": 1789818766735, + "tag": "0017_add_ai_hint", + "breakpoints": true } ] } \ No newline at end of file diff --git a/apps/api/src/db/schema.ts b/apps/api/src/db/schema.ts index e1de4fa..9872300 100644 --- a/apps/api/src/db/schema.ts +++ b/apps/api/src/db/schema.ts @@ -991,6 +991,60 @@ export const submissionTrace = pgTable( ], ) +/** + * 每一次「让 AI 分析我的代码」（POST /ai/hint）的留痕，连同学生的评价。 + * + * 在此之前提示一条都没落库，用了多少次、在哪些题上用、用完有没有做出来都无从知道； + * 之后要做的提示分级、错误归因都得拿这张表做对照。**生成失败的也记**（content 为空、 + * error 有值），失败率是 AI 功能悄悄变差时最先动的那个数。 + * + * - 不存 prompt 原文：学生代码在 submission 里、题面在 problem 里，重复存一遍没有意义。 + * 存的是 `prompt_version` —— 改 system / prompt 的拼法时在 routes/ai.ts 里加一， + * 事后才分得清哪批提示是按哪版生成的。 + * - 人和题顺着 submission 查（submission_id 上有索引）。和 submission_trace 一样 + * CASCADE 挂在提交上：提交没了，这条提示也就没有上下文了。 + * - 同一条提交可以有多条：刷新页面之后按钮会重新出现。 + */ +export const aiHint = pgTable( + "ai_hint", + { + id: bigint({ mode: "number" }).primaryKey().generatedByDefaultAsIdentity({ + name: "ai_hint_id_seq", + startWith: 1, + increment: 1, + minValue: 1, + maxValue: "9223372036854775807", + cache: 1, + }), + submissionId: text("submission_id").notNull(), + model: text().notNull(), + promptVersion: integer("prompt_version").notNull(), + // 生成失败时为空串，失败原因在 error + content: text().notNull(), + error: text(), + // 从收到请求到生成结束（或失败）的毫秒数 + durationMs: integer("duration_ms").notNull(), + // 学生的评价：null = 没评 + helpful: boolean(), + feedbackTime: timestamp("feedback_time", { + withTimezone: true, + mode: "string", + }), + createTime: timestamp("create_time", { + withTimezone: true, + mode: "string", + }).notNull(), + }, + (table) => [ + index("ai_hint_submission_id_idx").on(table.submissionId), + foreignKey({ + columns: [table.submissionId], + foreignColumns: [submission.id], + name: "ai_hint_submission_id_fk_submission_id", + }).onDelete("cascade"), + ], +) + export const tutorial = pgTable( "tutorial", { diff --git a/apps/api/src/routes/ai.ts b/apps/api/src/routes/ai.ts index c3d6803..556ef61 100644 --- a/apps/api/src/routes/ai.ts +++ b/apps/api/src/routes/ai.ts @@ -1,5 +1,6 @@ import { aiAnalysisRequestSchema, + aiHintFeedbackRequestSchema, aiHintRequestSchema, classAnalysisRequestSchema, classPkAnalysisRequestSchema, @@ -913,23 +914,61 @@ aiRoutes.post("/ai/analysis", requireAuth, async (c) => { const system = "你是一个风趣的编程老师。请根据学生的详细数据和每周数据给出学习建议，最后写一句鼓励的话。使用 Markdown，不要放在代码块中。" const prompt = `详细数据: ${JSON.stringify({ ...details, solved: solved.results })}\n每周或每月数据: ${JSON.stringify(duration)}` - return streamChat(system, prompt, async (analysis) => { - // 报告归被分析的那个人，不归发起请求的人 —— 教师后台的 pin 和学生侧的 - // GET /ai/pinned 都是按 user_id 找报告的，记在教师名下学生就永远看不到 - await db.insert(schema.aiAnalysis).values({ - provider: config.aiProvider, - model: config.aiModel, - data: { details, duration, solved: solved.results }, - systemPrompt: system, - userPrompt: "学习详情与周期数据", - analysis, - createTime: new Date().toISOString(), - userId: user.id, - isPinned: false, - }) + return streamChat(system, prompt, { + onComplete: async (analysis) => { + // 报告归被分析的那个人，不归发起请求的人 —— 教师后台的 pin 和学生侧的 + // GET /ai/pinned 都是按 user_id 找报告的，记在教师名下学生就永远看不到 + await db.insert(schema.aiAnalysis).values({ + provider: config.aiProvider, + model: config.aiModel, + data: { details, duration, solved: solved.results }, + systemPrompt: system, + userPrompt: "学习详情与周期数据", + analysis, + createTime: new Date().toISOString(), + userId: user.id, + isPinned: false, + }) + }, }) }) +/** + * 改了 /ai/hint 的 system 或 prompt 拼法就把这个数加一，落进 ai_hint.prompt_version， + * 事后对比「改之前 / 改之后」的评价和做出率才分得开两批数据。 + */ +const HINT_PROMPT_VERSION = 1 + +/** + * 记一条提示（成功或失败）。**失败只打日志、返回 null** —— 留痕是附带的， + * 不能因为它写不进去就让学生看到「AI 提示生成失败」。 + */ +async function recordHint( + submissionId: string, + startedAt: number, + content: string, + error: string | null, +) { + try { + const [row] = await db + .insert(schema.aiHint) + .values({ + submissionId, + model: config.aiModel, + promptVersion: HINT_PROMPT_VERSION, + content, + error, + durationMs: Math.round(performance.now() - startedAt), + createTime: new Date().toISOString(), + }) + .returning({ id: schema.aiHint.id }) + return row?.id ?? null + } catch (e) { + console.error("Failed to record AI hint", e) + return null + } +} + aiRoutes.post("/ai/hint", requireAuth, async (c) => { const parsed = aiHintRequestSchema.safeParse( await c.req.json().catch(() => null), @@ -989,7 +1028,50 @@ aiRoutes.post("/ai/hint", requireAuth, async (c) => { const system = "你是编程助教。指出学生代码最关键的一个问题，循序渐进地提示，绝不直接给出核心算法或完整解法。输入读取错误可以直接给出正确片段。使用 Markdown，不超过6句话。" const prompt = `题目：${row.problem.title}\n描述：${row.problem.description.slice(0, 2000)}\n语言：${row.submission.language}\n结果：${judgeStatusName(row.submission.result)}\n错误：${String(objectValue(row.submission.statisticInfo).err_info ?? "无")}\n代码：${row.submission.code.slice(0, 2000)}` - return streamChat(system, prompt) + const submissionId = row.submission.id + const startedAt = performance.now() + return streamChat(system, prompt, { + onComplete: async (content) => { + const id = await recordHint(submissionId, startedAt, content, null) + // 落库失败就不带 id：前端据此不出评价按钮，提示本身照常显示 + return id === null ? undefined : { hintId: id } + }, + onError: async (message) => { + await recordHint(submissionId, startedAt, "", message) + }, + }) +}) + +aiRoutes.post("/ai/hint/:id/feedback", requireAuth, async (c) => { + const id = queryInteger(c.req.param("id"), 0, { min: 1 }) + const parsed = aiHintFeedbackRequestSchema.safeParse( + await c.req.json().catch(() => null), + ) + if (!id || !parsed.success) + return failure(c, 400, "invalid-request", "helpful is required") + // 只能评自己的提示：顺着 submission 核对是不是本人。别人的和不存在的一样回 404， + // 不透露那个 id 上有没有东西 + const [updated] = await db + .update(schema.aiHint) + .set({ + helpful: parsed.data.helpful, + feedbackTime: new Date().toISOString(), + }) + .where( + and( + eq(schema.aiHint.id, id), + inArray( + schema.aiHint.submissionId, + db + .select({ id: schema.submission.id }) + .from(schema.submission) + .where(eq(schema.submission.userId, c.get("user")!.id)), + ), + ), + ) + .returning({ id: schema.aiHint.id }) + if (!updated) return failure(c, 404, "hint-not-found", "Hint not found") + return success(c, null) }) aiRoutes.post("/ai/class-analysis", requireAuth, async (c) => { diff --git a/apps/api/src/services/ai.ts b/apps/api/src/services/ai.ts index ca72c4c..1ea8adc 100644 --- a/apps/api/src/services/ai.ts +++ b/apps/api/src/services/ai.ts @@ -51,16 +51,34 @@ export async function completeChat(system: string, user: string) { return payload.choices?.[0]?.message?.content?.trim() ?? "" } +export interface StreamChatHooks { + /** + * 生成完整结束后调，拿到的是全文。**返回的对象会并进 `done` 事件**， + * 用来把落库之后才有的东西（比如 ai_hint 的 id）交给前端。 + */ + onComplete?: (value: string) => Promise | void> + /** + * 生成失败时调（没配 AI_KEY、provider 报错、流中途断掉）。只用来留痕， + * 抛出的异常会被吞掉 —— 记录失败不该再搅乱这条流本身的收尾。 + */ + onError?: (message: string) => Promise +} + export function streamChat( system: string, user: string, - onComplete?: (value: string) => Promise, + hooks: StreamChatHooks = {}, ) { const encoder = new TextEncoder() + const reportError = (message: string) => + hooks.onError?.(message).catch((error) => { + console.error("streamChat onError hook failed", error) + }) const body = new ReadableStream({ async start(controller) { const send = (value: string) => controller.enqueue(encoder.encode(value)) if (!config.aiKey) { + await reportError("缺少 AI_KEY") send( `data: ${JSON.stringify({ type: "error", message: "缺少 AI_KEY" })}\n\n`, ) @@ -127,12 +145,15 @@ export function streamChat( if (done) break } const full = chunks.join("").trim() - if (onComplete) await onComplete(full) - send(`data: ${JSON.stringify({ type: "done" })}\n\n`) + const extra = hooks.onComplete + ? await hooks.onComplete(full) + : undefined + send(`data: ${JSON.stringify({ ...extra, type: "done" })}\n\n`) } catch (error) { - send( - `data: ${JSON.stringify({ type: "error", message: error instanceof Error ? error.message : String(error) })}\n\n`, - ) + const message = error instanceof Error ? error.message : String(error) + // 先留痕再回前端：客户端已经断开的话下面这个 send 自己也会抛 + await reportError(message) + send(`data: ${JSON.stringify({ type: "error", message })}\n\n`) } finally { send("event: end\n\n") controller.close() diff --git a/apps/web/src/oj/api.ts b/apps/web/src/oj/api.ts index 9845bdb..3385171 100644 --- a/apps/web/src/oj/api.ts +++ b/apps/web/src/oj/api.ts @@ -1,5 +1,6 @@ import { type AiAnalysisRecord, + type AiHintFeedbackRequest, type Contest as OjContest, type ContestAccess, type ContestList, @@ -380,6 +381,13 @@ export function getAIPinnedReport() { return api.get("ai/pinned") } +/** 学生评价一条 AI 提示。id 来自 /ai/hint 流的 done 事件，可以改票 */ +export function submitHintFeedback(hintId: number, helpful: boolean) { + return api.post(`ai/hint/${hintId}/feedback`, { + helpful, + } satisfies AiHintFeedbackRequest) +} + // ==================== 相似题目推荐 ==================== export function getSimilarProblems(problemId: string) { diff --git a/apps/web/src/oj/problem/components/SubmissionResult.vue b/apps/web/src/oj/problem/components/SubmissionResult.vue index 9ec20d2..308d869 100644 --- a/apps/web/src/oj/problem/components/SubmissionResult.vue +++ b/apps/web/src/oj/problem/components/SubmissionResult.vue @@ -15,6 +15,7 @@ import type { Submission } from "utils/types" import SubmissionResultTag from "shared/components/SubmissionResultTag.vue" import { useProblemStore } from "oj/store/problem" import { aiStreamError, consumeJSONEventStream } from "utils/stream" +import { submitHintFeedback } from "oj/api" import { MdPreview } from "md-editor-v3" import "md-editor-v3/lib/preview.css" import { useDark } from "@vueuse/core" @@ -31,6 +32,10 @@ const theme = useThemeVars() const hintContent = ref("") const hintLoading = ref(false) const hintError = ref("") +// 这条提示在 ai_hint 里的 id，生成完由 done 事件带回来；后端落库失败时没有，就不出评价按钮 +const hintId = ref(null) +const hintHelpful = ref(null) +const hintFeedbackSending = ref(false) // 错误信息格式化 const msg = computed(() => { @@ -95,6 +100,8 @@ watch( hintContent.value = "" hintError.value = "" hintLoading.value = false + hintId.value = null + hintHelpful.value = null }, ) @@ -102,6 +109,8 @@ async function fetchHint(submissionId: string) { hintLoading.value = true hintContent.value = "" hintError.value = "" + hintId.value = null + hintHelpful.value = null try { const response = await fetch("/api/ai/hint", { @@ -117,9 +126,12 @@ async function fetchHint(submissionId: string) { type: string content?: string message?: string + hintId?: number }) => { if (data.type === "delta" && data.content) { hintContent.value += data.content + } else if (data.type === "done") { + hintId.value = data.hintId ?? null } else if (data.type === "error") { hintError.value = data.message || "AI 提示生成失败" } @@ -132,6 +144,22 @@ async function fetchHint(submissionId: string) { } } +// 可以改票：点另一个就覆盖。失败了不打扰学生，按钮恢复原样就行 —— +// 评价是给我们看的，不值得为它弹一条报错 +async function sendHintFeedback(helpful: boolean) { + if (hintId.value === null || hintFeedbackSending.value) return + if (hintHelpful.value === helpful) return + hintFeedbackSending.value = true + try { + await submitHintFeedback(hintId.value, helpful) + hintHelpful.value = helpful + } catch { + // 静默 + } finally { + hintFeedbackSending.value = false + } +} + // 测试用例表格数据（只在部分通过时显示） const infoTable = computed(() => { const submission = props.submission @@ -254,6 +282,30 @@ const columns: DataTableColumn[] = [ preview-theme="vuepress" :theme="isDark ? 'dark' : 'light'" /> + + 这条提示对你有帮助吗？ + + 有帮助 + + + 没帮助 + + diff --git a/packages/contract/src/ai.ts b/packages/contract/src/ai.ts index 9bc33a4..6a2b771 100644 --- a/packages/contract/src/ai.ts +++ b/packages/contract/src/ai.ts @@ -123,6 +123,12 @@ export const HINT_MIN_FAILURES = 3 export const aiHintRequestSchema = z.object({ submissionId: z.string().min(1) }) +/** + * 学生对一条 AI 提示的评价（POST /ai/hint/:id/feedback）。提示的 id 由 /ai/hint 流的 + * `done` 事件带回来。可以改票，以最后一次为准。 + */ +export const aiHintFeedbackRequestSchema = z.object({ helpful: z.boolean() }) + export const classAnalysisRequestSchema = z.object({ comparison: z.record(z.string(), z.unknown()), }) @@ -181,6 +187,7 @@ export type LoginSummary = z.infer export type AiAnalysisRequest = z.infer export type AiHintRequest = z.infer +export type AiHintFeedbackRequest = z.infer export type ClassAnalysisRequest = z.infer export type ClassPkAnalysisRequest = z.infer< typeof classPkAnalysisRequestSchema