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Les13-Agents/lesbestanden/Les13-Stap-voor-stap.md

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+# Les 13 — Stap voor stap: van Polderfest naar Polderfest-met-agent
+
+Dit document beschrijft welke stappen je doet om van de Polderfest-app
+(Les 11/12) toe te werken naar een echte agent met vijf tools, een eind-
+tool, model-switching en een write-tool.
+
+> **Startpunt:** je eigen Polderfest-app uit Les 12, of `polderfest-original.zip`
+> uitpakken.
+> **Eindpunt:** vergelijkbaar met `polderfest-with-agent.zip` — open die als
+> spiekbriefje.
+
+## Wat is AL bekend (uit Les 11/12)
+
+Dit doen we vandaag **niet opnieuw** — het zit al in je Polderfest-app:
+
+- `tool({ description, inputSchema, execute })`
+- `stopWhen: stepCountIs(N)` voor multi-step
+- Supabase-client opzetten
+- `searchBands` en `getDaySchedule` als read-tools
+- Bestaande tabellen `bands` en `user_favorites`
+
+## Wat is NIEUW vandaag
+
+Zes echt nieuwe features. Allemaal in één nieuwe route + bijbehorende UI.
+
+| # | Stap | STEP-anchor (Cmd+F in code) |
+|---|------|------------------------------|
+| 1 | Project klaarzetten | — |
+| 2 | Nieuwe route `app/api/agent/route.ts` | — |
+| 3 | `addToFavorites` write-tool | `STEP 8 — addToFavorites` |
+| 4 | `getWeather` externe API tool | `STEP 7 — getWeather` |
+| 5 | `finishPlan` structured-output tool | `STEP 9 — finishPlan` |
+| 6 | `hasToolCall` extra stop-conditie | `STEP 10 — hasToolCall` |
+| 7 | `prepareStep` voor model-switching | `STEP 11 — prepareStep` |
+| 8 | UI-pagina `/agent` met tool-rendering | `STEP 13 — Tool-call rendering` |
+| 9 | Testen + deployen | — |
+
+---
+
+## Stap 1 — Project klaarzetten
+
+```bash
+unzip polderfest-original.zip
+cd polderfest-original
+cp .env.example .env.local       # zelf invullen
+npm install
+npm run dev
+```
+
+Browser: `http://localhost:3000` — de chat uit Les 11/12 werkt.
+
+Verifieer in Supabase dat de tabel `user_favorites` bestaat met
+kolommen `id`, `user_email`, `band_id`, `created_at`. Die hebben we
+nodig voor de write-tool.
+
+---
+
+## Stap 2 — Nieuwe route `app/api/agent/route.ts`
+
+Kopieer `app/api/chat/route.ts` naar `app/api/agent/route.ts` als
+startpunt. Verwijder daar voor nu eventuele bands-context — we gaan
+de agent puur via tools laten werken.
+
+```typescript
+import {
+  convertToModelMessages,
+  streamText,
+  stepCountIs,
+  hasToolCall,           // ← nieuw vergeleken met Les 12
+  tool,
+  type UIMessage,
+} from "ai";
+import { openai } from "@ai-sdk/openai";
+import { createClient } from "@supabase/supabase-js";
+import { z } from "zod";
+
+const supabase = createClient(
+  process.env.NEXT_PUBLIC_SUPABASE_URL!,
+  process.env.SUPABASE_SERVICE_ROLE_KEY ??
+    process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!,
+);
+
+export async function POST(req: Request) {
+  const { messages }: { messages: UIMessage[] } = await req.json();
+  const result = streamText({
+    model: openai("gpt-5.2"),
+    system: "Je bent een Polderfest-agent.",
+    messages: await convertToModelMessages(messages),
+    stopWhen: stepCountIs(8),
+    tools: {
+      // searchBands en getDaySchedule overnemen uit chat/route.ts
+    },
+  });
+  return result.toUIMessageStreamResponse();
+}
+```
+
+Test eerst dat de route bereikbaar is, bouw daarna stap-voor-stap uit.
+
+---
+
+## Stap 3 — `addToFavorites` write-tool (NIEUW)
+
+Eerste tool die de **wereld verandert** ipv. alleen leest.
+Anchor: `STEP 8 — addToFavorites`
+
+```typescript
+addToFavorites: tool({
+  description:
+    "Voeg een band toe aan de favorieten van de gebruiker. " +
+    "Gebruik dit als de gebruiker zegt: ik vind X mooi, voeg toe, etc.",
+  inputSchema: z.object({
+    bandName: z.string(),
+  }),
+  execute: async ({ bandName }) => {
+    // 1. Zoek band op naam — we hebben band_id nodig (FK)
+    const { data: band, error: findErr } = await supabase
+      .from("bands")
+      .select("id, name")
+      .ilike("name", `%${bandName}%`)
+      .limit(1)
+      .single();
+    if (findErr || !band) {
+      return { error: `Band '${bandName}' niet gevonden` };
+    }
+
+    // 2. Insert in user_favorites
+    const demoUser = "demo@polderwave.app";
+    const { data, error } = await supabase
+      .from("user_favorites")
+      .insert({ user_email: demoUser, band_id: band.id })
+      .select()
+      .single();
+    if (error) return { error: error.message };
+    return { added: true, band: band.name, favoriteId: data.id };
+  },
+}),
+```
+
+Test: zeg tegen de agent *"Voeg Band 5 toe aan mijn favorieten."* en
+check in de Supabase Table Editor of er een rij in `user_favorites`
+verschijnt.
+
+---
+
+## Stap 4 — `getWeather` externe API (NIEUW)
+
+Geen account, geen API-key — Open-Meteo is gratis. Toont dat tools
+ook gewoon `fetch()` kunnen doen naar externe APIs.
+Anchor: `STEP 7 — getWeather`
+
+```typescript
+getWeather: tool({
+  description: "Weer-forecast voor een festivaldag.",
+  inputSchema: z.object({
+    date: z.string().describe("ISO datum, bv. '2027-07-10'"),
+  }),
+  execute: async ({ date }) => {
+    const url = new URL("https://api.open-meteo.com/v1/forecast");
+    url.searchParams.set("latitude", "52.0907");
+    url.searchParams.set("longitude", "5.1214");
+    url.searchParams.set(
+      "daily",
+      "temperature_2m_max,precipitation_probability_max",
+    );
+    url.searchParams.set("start_date", date);
+    url.searchParams.set("end_date", date);
+    url.searchParams.set("timezone", "Europe/Amsterdam");
+
+    const res = await fetch(url);
+    if (!res.ok) return { error: `Weather API faalde: ${res.status}` };
+    const data = await res.json();
+    const d = data?.daily;
+    return {
+      date,
+      temperatureMaxC: d?.temperature_2m_max?.[0],
+      rainChancePercent: d?.precipitation_probability_max?.[0],
+    };
+  },
+}),
+```
+
+Festivaldata: vrijdag `2027-07-09`, zaterdag `2027-07-10`, zondag `2027-07-11`.
+
+---
+
+## Stap 5 — `finishPlan` structured-output tool (NIEUW)
+
+Dwingt een gestructureerd eindplan af via Zod-schema. De UI kan dit
+later als nette plan-kaart renderen.
+Anchor: `STEP 9 — finishPlan`
+
+```typescript
+finishPlan: tool({
+  description:
+    "Roep dit ALS LAATSTE aan. Geef het eindprogramma in gestructureerde vorm. " +
+    "De agent stopt automatisch na deze aanroep.",
+  inputSchema: z.object({
+    summary: z.string().describe("Korte samenvatting"),
+    items: z
+      .array(
+        z.object({
+          time: z.string().describe("HH:MM"),
+          band: z.string(),
+          stage: z.string(),
+          reason: z.string(),
+        }),
+      )
+      .describe("Items in chronologische volgorde"),
+  }),
+  execute: async ({ summary, items }) => {
+    return { summary, items, ok: true };
+  },
+}),
+```
+
+---
+
+## Stap 6 — `hasToolCall` extra stop-conditie (NIEUW)
+
+Combineer `stepCountIs(8)` met `hasToolCall("finishPlan")`:
+Anchor: `STEP 10 — hasToolCall`
+
+```typescript
+import { stepCountIs, hasToolCall } from "ai";
+
+streamText({
+  // ...
+  stopWhen: [
+    stepCountIs(8),                  // max 8 stappen (veiligheid)
+    hasToolCall("finishPlan"),       // klaar-signaal van de agent
+  ],
+});
+```
+
+Effect: zodra de agent `finishPlan` aanroept stopt de loop direct.
+Gegarandeerde nette afsluiting, ongeacht resterende stappen.
+
+---
+
+## Stap 7 — `prepareStep` voor model-switching (NIEUW)
+
+Per stap een ander model. Stap 0 (planning) krijgt het krachtige model.
+Stap 1+ (uitvoering van tool-calls) gebruikt een lichter model.
+Anchor: `STEP 11 — prepareStep`
+
+```typescript
+streamText({
+  model: openai("gpt-5.2"),  // default
+
+  prepareStep: ({ stepNumber }) => {
+    if (stepNumber === 0) {
+      return { model: openai("gpt-5.2") };       // planning
+    }
+    return { model: openai("gpt-5-mini") };       // uitvoering
+  },
+
+  // ...rest van je streamText config
+});
+```
+
+Resultaat: significant lagere kosten en latency zonder kwaliteitsverlies
+op het denkwerk.
+
+---
+
+## Stap 8 — UI-pagina `/agent` met tool-rendering (NIEUW)
+
+Maak `app/agent/page.tsx`. Verschil met `/`:
+Anchor: `STEP 13 — Tool-call rendering`
+
+```typescript
+const { messages, sendMessage, status } = useChat({
+  api: "/api/agent",       // ← belangrijk: agent-route
+});
+```
+
+Speciaal renderen voor `finishPlan` en `addToFavorites`:
+
+```tsx
+{m.parts.map((p, i) => {
+  if (p.type === "text") return <div>{p.text}</div>;
+
+  if (p.type === "tool-finishPlan") {
+    return <PlanCard result={p.result} />;       // nette timeline
+  }
+  if (p.type === "tool-addToFavorites") {
+    return <FavoriteBadge name={p.input.bandName} />;   // ⭐ badge
+  }
+  if (p.type.startsWith("tool-")) {
+    return <ToolDetails part={p} />;             // expandable JSON
+  }
+})}
+```
+
+De gestructureerde output uit `finishPlan` kun je nu prachtig
+renderen — geen vrije-vorm-tekst meer die je moet parsen.
+
+---
+
+## Stap 9 — Testen in de browser
+
+Open `localhost:3000/agent`. Probeer:
+
+> "Plan een avond met indie en techno voor zaterdag."
+
+→ meerdere tool-calls + `finishPlan` aan het eind. Plan-kaart in de UI.
+
+> "Welke band moet ik NIET missen op vrijdag? Zet hem in mijn favorieten."
+
+→ Tool `addToFavorites` aangeroepen, badge in UI, rij in `user_favorites`.
+
+> "Wat speelt er op zondag en hoe is het weer?"
+
+→ Externe weer-API call. Agent combineert weer + bands.
+
+---
+
+## Stap 10 — Deploy
+
+Push naar GitHub, importeer in Vercel, env vars:
+- `NEXT_PUBLIC_SUPABASE_URL`
+- `NEXT_PUBLIC_SUPABASE_ANON_KEY`
+- `SUPABASE_SERVICE_ROLE_KEY`
+- `OPENAI_API_KEY`
+
+---
+
+## Samenvatting — wat je nu hebt
+
+Zes nieuwe agent-features bovenop Les 12:
+
+| Feature | Voorbeeld in code |
+|---------|------------------|
+| `addToFavorites` — write naar `user_favorites` | STEP 8 |
+| `getWeather` — externe Open-Meteo API | STEP 7 |
+| `finishPlan` — Zod-schema structured output | STEP 9 |
+| `hasToolCall` extra stop-conditie | STEP 10 |
+| `prepareStep` model per stap | STEP 11 |
+| UI met tool-call rendering | STEP 13 |
+
+Plus de bestaande tools (`searchBands`, `getDaySchedule`) en patterns
+(`tool()`, `stopWhen`, Supabase) die je al uit Les 11/12 kende.
+
+## Vastgelopen?
+
+`polderfest-with-agent.zip` is de complete referentie.
+Zoek op `// STEP N` om direct bij de juiste plek te komen.
+Reset `user_favorites` tussen demos met `supabase-reset-user-favorites.sql`.

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