AI 앱 프론트엔드와 백엔드에 필요한 모든 것

// 컴포넌트: AI + RAG + Tools
import { ai } from "@/gencow/ai";
import { rag } from "@/gencow/rag";
import { defineTools } from "@/gencow/tools";

export const customerSupport = defineMutation({
  args: { question: z.string(), history: z.array(z.any()) },
  handler: async (ctx, args) => {
    const docs = await rag.search(ctx, args.question, {
      filter: { source: "faq" }
    });

    const tools = defineTools(ctx, {
      getOrder, cancelOrder
    });

    return await ai.agent({
      model: "gpt-4o",
      context: docs,
      tools,
      messages: args.history,
      maxSteps: 5,
    });
  },
});

// 컴포넌트: AI + RAG
import { ai } from "@/gencow/ai";
import { rag } from "@/gencow/rag";

export const docSearch = defineMutation({
  args: { query: z.string() },
  handler: async (ctx, args) => {
    const user = ctx.auth.getUserOrThrow();

    const docs = await rag.search(ctx, args.query, {
      filter: { team: user.team },
    });

    return await ai.chat({
      system: "사내 문서 기반으로만 답변하세요.",
      context: docs,
      messages: [{ role: "user", content: args.query }],
    });
  },
});

// 컴포넌트: AI + RAG + Memory
import { ai } from "@/gencow/ai";
import { rag } from "@/gencow/rag";
import { memory } from "@/gencow/memory";

export const onboarding = defineMutation({
  args: { question: z.string(), history: z.array(z.any()) },
  handler: async (ctx, args) => {
    const user = ctx.auth.getUserOrThrow();
    const memCtx = await memory.buildContext(
      ctx, user.id, "onboarding", args.question
    );

    const docs = await rag.search(ctx, args.question, {
      filter: { step: user.onboardingStep }
    });

    return await ai.chat({
      system: `온보딩 ${user.onboardingStep}단계`,
      context: [...docs, ...memCtx.recentMessages],
      messages: args.history,
    });
  },
});