commit f9c7582e4d0a9fba45f4a109a5a164dccdc954af Author: Jose Henrique Date: Wed Mar 25 17:34:37 2026 -0300 initial commit diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..8fa7cac --- /dev/null +++ b/.dockerignore @@ -0,0 +1,8 @@ +.git +node_modules +packages/*/node_modules +packages/*/dist +packages/backend/.env.local +*.log +.vscode +.idea diff --git a/.gitea/workflows/main.yaml b/.gitea/workflows/main.yaml new file mode 100644 index 0000000..47c8e1a --- /dev/null +++ b/.gitea/workflows/main.yaml @@ -0,0 +1,86 @@ +name: Recommender Build and Deploy (internal) + +on: + push: + branches: + - main + workflow_dispatch: {} + +env: + REGISTRY_HOST: git.ivanch.me + REGISTRY_USERNAME: ivanch + IMAGE: ${{ env.REGISTRY_HOST }}/ivanch/recommender + KUBE_CONFIG: ${{ secrets.KUBE_CONFIG }} + +jobs: + build_recommender: + name: Build Recommender Image + runs-on: ubuntu-22.04 + + steps: + - name: Check out repository + uses: actions/checkout@v2 + + - name: Log in to Container Registry + run: | + echo "${{ secrets.REGISTRY_PASSWORD }}" \ + | docker login "${{ env.REGISTRY_HOST }}" \ + -u "${{ env.REGISTRY_USERNAME }}" \ + --password-stdin + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Build and Push Multi-Arch Image + uses: docker/build-push-action@v6 + with: + push: true + context: . + platforms: linux/amd64,linux/arm64 + tags: | + ${{ env.IMAGE }}:latest + + deploy_recommender: + name: Deploy Recommender (internal) + runs-on: ubuntu-amd64 + needs: build_recommender + steps: + - name: Check KUBE_CONFIG validity + run: | + if [ -z "${KUBE_CONFIG}" ] || [ "${KUBE_CONFIG}" = "" ] || [ "${KUBE_CONFIG// }" = "" ]; then + echo "KUBE_CONFIG is not set or is empty." + exit 1 + fi + + - name: Check out repository + uses: actions/checkout@v2 + + - name: Download and install dependencies + run: | + apt-get update -y + apt-get install -y curl + curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl" + install -m 0755 kubectl /usr/local/bin/kubectl + kubectl version --client + + - name: Set up kubeconfig + run: | + cd deploy + echo "$KUBE_CONFIG" > kubeconfig.yaml + env: + KUBE_CONFIG: ${{ env.KUBE_CONFIG }} + + - name: Check connection to cluster + run: | + cd deploy + kubectl --kubeconfig=kubeconfig.yaml cluster-info + + - name: Apply Recommender deployment + run: | + cd deploy + kubectl --kubeconfig=kubeconfig.yaml apply -f recommender.yaml + + - name: Rollout restart + run: | + cd deploy + kubectl --kubeconfig=kubeconfig.yaml rollout restart deployment recommender -n media diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..77425fe --- /dev/null +++ b/.gitignore @@ -0,0 +1,27 @@ +# Dependencies +node_modules/ + +# Build outputs +dist/ +dist-ssr/ + +# Environment secrets — use .env.local for real values, never commit secrets +.env.local +*.local + +# Logs +*.log +npm-debug.log* +yarn-debug.log* +pnpm-debug.log* + +# Editor +.vscode/* +!.vscode/extensions.json +.idea/ +.DS_Store +.claude/ +documents/ + +# OS +Thumbs.db diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..8493047 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,50 @@ +# ─── Stage 1: Install all workspace dependencies ───────────────────────────── +FROM node:22-slim AS deps + +WORKDIR /app + +COPY package.json package-lock.json ./ +COPY packages/backend/package.json ./packages/backend/package.json +COPY packages/frontend/package.json ./packages/frontend/package.json + +RUN npm ci --ignore-scripts + +# ─── Stage 2: Build the Preact frontend ────────────────────────────────────── +FROM deps AS build-frontend + +COPY packages/frontend/ ./packages/frontend/ + +RUN npm run build -w frontend + +# ─── Stage 3: Runtime image ─────────────────────────────────────────────────── +FROM node:22-slim AS runtime + +# Install Nginx +RUN apt-get update && apt-get install -y --no-install-recommends nginx \ + && rm -rf /var/lib/apt/lists/* + +WORKDIR /app + +# --- Backend --- +COPY --from=deps /app/node_modules ./node_modules +COPY --from=deps /app/packages/backend/node_modules ./packages/backend/node_modules +COPY packages/backend/ ./packages/backend/ + +# --- Frontend static files --- +COPY --from=build-frontend /app/packages/frontend/dist /usr/share/nginx/html + +# --- Nginx config --- +COPY nginx.conf /etc/nginx/nginx.conf + +# --- Entrypoint --- +COPY entrypoint.sh /entrypoint.sh +RUN chmod +x /entrypoint.sh + +# DATABASE_URL and OPENAI_API_KEY must be set when running the container. +ENV PORT=3000 +ENV DATABASE_URL=postgres://user:password@localhost:5432/recommender +ENV OPENAI_API_KEY=your-openai-api-key-here + +EXPOSE 80 + +ENTRYPOINT ["/entrypoint.sh"] diff --git a/README.md b/README.md new file mode 100644 index 0000000..11a0724 --- /dev/null +++ b/README.md @@ -0,0 +1,24 @@ +# Recommender + +A pure TypeScript monolith AI agent application that will recommend TV shows based on a very customized user profile and input. + +## Project Structure + +- **packages/frontend**: Preact application powered by Vite and TypeScript. +- **packages/backend**: Fastify server utilizing Drizzle ORM and the official OpenAI SDK. + +## Getting Started + +1. **Install dependencies**: + ```bash + npm install + ``` + +2. **Configure Environment**: + Ensure `packages/backend/.env` exists with your database and AI settings. + +3. **Run the application**: + ```bash + npm run dev + ``` + This will concurrently start the frontend development server and the backend API. diff --git a/deploy/recommender.yaml b/deploy/recommender.yaml new file mode 100644 index 0000000..57d399e --- /dev/null +++ b/deploy/recommender.yaml @@ -0,0 +1,72 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: recommender + namespace: media +spec: + replicas: 1 + selector: + matchLabels: + app: recommender + template: + metadata: + labels: + app: recommender + spec: + containers: + - name: recommender + image: git.ivanch.me/ivanch/recommender:latest + imagePullPolicy: Always + ports: + - containerPort: 8080 + env: + - name: OPENAI_API_KEY + valueFrom: + secretKeyRef: + name: recommender-secrets + key: OPENAI_API_KEY + - name: DATABASE_URL + valueFrom: + secretKeyRef: + name: recommender-secrets + key: DATABASE_URL + resources: + requests: + memory: "256Mi" + cpu: "500m" + limits: + memory: "512Mi" + cpu: "1" +--- +apiVersion: v1 +kind: Service +metadata: + name: recommender + namespace: media +spec: + selector: + app: recommender + ports: + - port: 80 + targetPort: 8080 +--- +apiVersion: networking.k8s.io/v1 +kind: Ingress +metadata: + name: recommender + namespace: media + labels: + app.kubernetes.io/name: recommender +spec: + ingressClassName: nginx + rules: + - host: "recommender.haven" + http: + paths: + - path: "/" + pathType: Prefix + backend: + service: + name: recommender + port: + number: 80 diff --git a/entrypoint.sh b/entrypoint.sh new file mode 100644 index 0000000..ae2f9c8 --- /dev/null +++ b/entrypoint.sh @@ -0,0 +1,8 @@ +#!/bin/sh +set -e + +# Start Nginx in the background +nginx & + +# Start the Node.js backend +exec node /app/node_modules/.bin/tsx /app/packages/backend/src/index.ts diff --git a/nginx.conf b/nginx.conf new file mode 100644 index 0000000..a7220ec --- /dev/null +++ b/nginx.conf @@ -0,0 +1,27 @@ +events {} + +http { + include /etc/nginx/mime.types; + default_type application/octet-stream; + + server { + listen 80; + + # Reverse-proxy /api/* -> Fastify backend (strips the /api prefix) + location /api/ { + proxy_pass http://127.0.0.1:3000/; + proxy_http_version 1.1; + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + proxy_set_header X-Forwarded-Proto $scheme; + } + + # Serve Preact static build — SPA fallback to index.html + location / { + root /usr/share/nginx/html; + index index.html; + try_files $uri $uri/ /index.html; + } + } +} diff --git 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"drizzle-orm": "^0.45.1", + "fastify": "^5.8.4", + "openai": "^6.32.0", + "postgres": "^3.4.8" + }, + "devDependencies": { + "@types/node": "^24.12.0", + "drizzle-kit": "^0.31.10", + "tsx": "^4.21.0", + "typescript": "^5.9.3" + } + }, + "packages/frontend": { + "version": "0.0.0", + "dependencies": { + "preact": "^10.29.0" + }, + "devDependencies": { + "@preact/preset-vite": "^2.10.4", + "@types/node": "^24.12.0", + "typescript": "~5.9.3", + "vite": "^8.0.1" + } + } + } +} diff --git a/package.json b/package.json new file mode 100644 index 0000000..f60d0d4 --- /dev/null +++ b/package.json @@ -0,0 +1,21 @@ +{ + "name": "recommender", + "version": "1.0.0", + "description": "", + "main": "index.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1", + "dev": "concurrently -n \"backend,frontend\" -c \"bgBlue.bold,bgCyan.bold\" \"npm run dev -w backend\" \"npm run dev -w frontend\"" + }, + "keywords": [], + "author": "", + "license": "ISC", + "type": "commonjs", + "private": "true", + "workspaces": [ + "packages/*" + ], + "devDependencies": { + "concurrently": "^9.2.1" + } +} \ No newline at end of file diff --git a/packages/backend/.env b/packages/backend/.env new file mode 100644 index 0000000..a93c2a0 --- /dev/null +++ b/packages/backend/.env @@ -0,0 +1,6 @@ +# Copy this file to .env.local and fill in the real values. +# .env.local is gitignored and will override these defaults. +# In production / Docker, supply these as environment variables. + +DATABASE_URL=postgres://user:password@localhost:5432/recommender +OPENAI_API_KEY=your-openai-api-key-here diff --git a/packages/backend/drizzle.config.ts b/packages/backend/drizzle.config.ts new file mode 100644 index 0000000..ed6c82c --- /dev/null +++ b/packages/backend/drizzle.config.ts @@ -0,0 +1,13 @@ +import { defineConfig } from 'drizzle-kit'; +import * as dotenv from 'dotenv'; + +dotenv.config(); + +export default defineConfig({ + schema: './src/db/schema.ts', + out: './drizzle', + dialect: 'postgresql', + dbCredentials: { + url: process.env['DATABASE_URL'] ?? 'postgres://user:password@localhost:5432/recommender', + }, +}); diff --git a/packages/backend/package.json b/packages/backend/package.json new file mode 100644 index 0000000..7b1fa97 --- /dev/null +++ b/packages/backend/package.json @@ -0,0 +1,27 @@ +{ + "name": "backend", + "version": "1.0.0", + "description": "", + "main": "index.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1", + "dev": "tsx watch src/index.ts" + }, + "keywords": [], + "author": "", + "license": "ISC", + "type": "module", + "dependencies": { + "dotenv": "^17.3.1", + "drizzle-orm": "^0.45.1", + "fastify": "^5.8.4", + "openai": "^6.32.0", + "postgres": "^3.4.8" + }, + "devDependencies": { + "@types/node": "^24.12.0", + "drizzle-kit": "^0.31.10", + "tsx": "^4.21.0", + "typescript": "^5.9.3" + } +} diff --git a/packages/backend/src/agent.ts b/packages/backend/src/agent.ts new file mode 100644 index 0000000..c4b5ea4 --- /dev/null +++ b/packages/backend/src/agent.ts @@ -0,0 +1,21 @@ +import OpenAI from 'openai'; +import * as dotenv from 'dotenv'; +dotenv.config(); + +export const openai = new OpenAI({ + apiKey: process.env.OPENAI_API_KEY, +}); + +export async function askAgent(prompt: string) { + try { + const response = await openai.chat.completions.create({ + model: 'gpt-5.4', + service_tier: 'flex', + messages: [{ role: 'user', content: prompt }], + }); + return response!.choices![0]!.message!.content; + } catch (err) { + console.error('Agent endpoint dummy error:', err instanceof Error ? err.message : err); + return 'Agent is in dummy mode or encountered an error.'; + } +} diff --git a/packages/backend/src/agents/curator.ts b/packages/backend/src/agents/curator.ts new file mode 100644 index 0000000..6c11769 --- /dev/null +++ b/packages/backend/src/agents/curator.ts @@ -0,0 +1,66 @@ +import { openai } from '../agent.js'; +import type { InterpreterOutput, RankingOutput, CuratorOutput } from '../types/agents.js'; + +export async function runCurator( + ranking: RankingOutput, + interpreter: InterpreterOutput, +): Promise { + const allShows = [ + ...ranking.definitely_like.map((t) => ({ title: t, category: 'Definitely Like' as const })), + ...ranking.might_like.map((t) => ({ title: t, category: 'Might Like' as const })), + ...ranking.questionable.map((t) => ({ title: t, category: 'Questionable' as const })), + ...ranking.will_not_like.map((t) => ({ title: t, category: 'Will Not Like' as const })), + ]; + + if (allShows.length === 0) return []; + + const showList = allShows + .map((s) => `- "${s.title}" (${s.category})`) + .join('\n'); + + const response = await openai.chat.completions.create({ + model: 'gpt-5.4-mini', + temperature: 0.5, + service_tier: 'flex', + response_format: { type: 'json_object' }, + messages: [ + { + role: 'system', + content: `You are a TV show recommendation curator. For each show, write a concise 1-2 sentence explanation of why it was assigned to its category based on the user's preferences. + +Your output MUST be valid JSON: +{ + "shows": [ + { + "title": string, + "explanation": string, + "category": "Definitely Like" | "Might Like" | "Questionable" | "Will Not Like" + } + ] +} + +Rules: +- Preserve the exact title and category as given +- Keep explanations concise (1-2 sentences max) +- Reference specific user preferences in the explanation +- Be honest — explain why "Questionable" or "Will Not Like" shows got that rating`, + }, + { + role: 'user', + content: `User preferences summary: +Liked: ${JSON.stringify(interpreter.liked)} +Themes: ${JSON.stringify(interpreter.themes)} +Tone: ${JSON.stringify(interpreter.tone)} +Character preferences: ${JSON.stringify(interpreter.character_preferences)} +Avoid: ${JSON.stringify(interpreter.avoid)} + +Shows to describe: +${showList}`, + }, + ], + }); + + const content = response.choices[0]?.message?.content ?? '{"shows":[]}'; + const result = JSON.parse(content) as { shows: CuratorOutput[] }; + return result.shows ?? []; +} diff --git a/packages/backend/src/agents/interpreter.ts b/packages/backend/src/agents/interpreter.ts new file mode 100644 index 0000000..259ed50 --- /dev/null +++ b/packages/backend/src/agents/interpreter.ts @@ -0,0 +1,56 @@ +import { openai } from '../agent.js'; +import type { InterpreterOutput } from '../types/agents.js'; + +interface InterpreterInput { + main_prompt: string; + liked_shows: string; + disliked_shows: string; + themes: string; + feedback_context?: string; +} + +export async function runInterpreter(input: InterpreterInput): Promise { + const feedbackSection = input.feedback_context + ? `\n\nUser Feedback Context (incorporate into preferences):\n${input.feedback_context}` + : ''; + + const response = await openai.chat.completions.create({ + model: 'gpt-5.4-mini', + temperature: 0.2, + service_tier: 'flex', + response_format: { type: 'json_object' }, + messages: [ + { + role: 'system', + content: `You are a TV show preference interpreter. Transform raw user input into structured, normalized preferences. + +Your output MUST be valid JSON matching this schema: +{ + "liked": string[], // shows the user likes + "disliked": string[], // shows the user dislikes + "themes": string[], // normalized themes (e.g. "spy" -> "espionage") + "character_preferences": string[], // character types they prefer + "tone": string[], // tone descriptors (e.g. "serious", "grounded", "dark") + "avoid": string[] // things to explicitly avoid +} + +Rules: +- Extract implicit preferences from the main prompt +- Normalize terminology (e.g. "spy" → "espionage", "cop show" → "police procedural") +- Detect and resolve contradictions (prefer explicit over implicit) +- Do NOT assume anything not stated or clearly implied +- Be specific and concrete, not vague`, + }, + { + role: 'user', + content: `Main prompt: ${input.main_prompt} +Liked shows: ${input.liked_shows || '(none)'} +Disliked shows: ${input.disliked_shows || '(none)'} +Themes and requirements: ${input.themes || '(none)'}${feedbackSection}`, + }, + ], + }); + + const content = response.choices[0]?.message?.content ?? '{}'; + return JSON.parse(content) as InterpreterOutput; +} diff --git a/packages/backend/src/agents/ranking.ts b/packages/backend/src/agents/ranking.ts new file mode 100644 index 0000000..b1c04ee --- /dev/null +++ b/packages/backend/src/agents/ranking.ts @@ -0,0 +1,83 @@ +import { openai } from '../agent.js'; +import type { InterpreterOutput, RetrievalOutput, RankingOutput } from '../types/agents.js'; + +export async function runRanking( + interpreter: InterpreterOutput, + retrieval: RetrievalOutput, +): Promise { + // Phase 1: Pre-filter — remove avoidance violations + const avoidList = interpreter.avoid.map((a) => a.toLowerCase()); + const filtered = retrieval.candidates.filter((c) => { + const text = (c.title + ' ' + c.reason).toLowerCase(); + return !avoidList.some((a) => text.includes(a)); + }); + + // Phase 2: Chunked ranking — split into groups of ~15 + const CHUNK_SIZE = 15; + const chunks: typeof filtered[] = []; + for (let i = 0; i < filtered.length; i += CHUNK_SIZE) { + chunks.push(filtered.slice(i, i + CHUNK_SIZE)); + } + + const allBuckets: RankingOutput = { + definitely_like: [], + might_like: [], + questionable: [], + will_not_like: [], + }; + + for (const chunk of chunks) { + const chunkTitles = chunk.map((c) => `- ${c.title}: ${c.reason}`).join('\n'); + + const response = await openai.chat.completions.create({ + model: 'gpt-5.4', + temperature: 0.2, + service_tier: 'flex', + response_format: { type: 'json_object' }, + messages: [ + { + role: 'system', + content: `You are a TV show ranking critic. Assign each show to exactly one of four confidence buckets based on how well it matches the user's preferences. + +Buckets: +- "definitely_like": Near-perfect match to all preferences +- "might_like": Strong match to most preferences +- "questionable": Partial alignment, some aspects don't match +- "will_not_like": Likely mismatch, conflicts with preferences or avoidance criteria + +Your output MUST be valid JSON: +{ + "definitely_like": string[], + "might_like": string[], + "questionable": string[], + "will_not_like": string[] +} + +Every show in the input must appear in exactly one bucket. Use the title exactly as given.`, + }, + { + role: 'user', + content: `User preferences: +Liked shows: ${JSON.stringify(interpreter.liked)} +Themes: ${JSON.stringify(interpreter.themes)} +Character preferences: ${JSON.stringify(interpreter.character_preferences)} +Tone: ${JSON.stringify(interpreter.tone)} +Avoid: ${JSON.stringify(interpreter.avoid)} + +Rank these shows: +${chunkTitles}`, + }, + ], + }); + + const content = response.choices[0]?.message?.content ?? '{}'; + const chunkResult = JSON.parse(content) as Partial; + + allBuckets.definitely_like.push(...(chunkResult.definitely_like ?? [])); + allBuckets.might_like.push(...(chunkResult.might_like ?? [])); + allBuckets.questionable.push(...(chunkResult.questionable ?? [])); + allBuckets.will_not_like.push(...(chunkResult.will_not_like ?? [])); + } + + return allBuckets; +} diff --git a/packages/backend/src/agents/retrieval.ts b/packages/backend/src/agents/retrieval.ts new file mode 100644 index 0000000..0d67943 --- /dev/null +++ b/packages/backend/src/agents/retrieval.ts @@ -0,0 +1,47 @@ +import { openai } from '../agent.js'; +import type { InterpreterOutput, RetrievalOutput } from '../types/agents.js'; + +export async function runRetrieval(input: InterpreterOutput): Promise { + const response = await openai.chat.completions.create({ + model: 'gpt-5.4', + temperature: 0.9, + service_tier: 'flex', + response_format: { type: 'json_object' }, + messages: [ + { + role: 'system', + content: `You are a TV show candidate generator. Your goal is to brainstorm a LARGE, DIVERSE pool of 60–80 TV show candidates that match the user's structured preferences. + +Your output MUST be valid JSON matching this schema: +{ + "candidates": [ + { "title": string, "reason": string } + ] +} + +Rules: +- Include both well-known and obscure shows +- Prioritize RECALL over precision — it's better to include too many than too few +- Each "reason" should briefly explain why the show matches the preferences +- Avoid duplicates +- Include shows from different decades, countries, and networks +- Aim for 60–80 candidates minimum`, + }, + { + role: 'user', + content: `Structured preferences: +Liked shows: ${JSON.stringify(input.liked)} +Disliked shows: ${JSON.stringify(input.disliked)} +Themes: ${JSON.stringify(input.themes)} +Character preferences: ${JSON.stringify(input.character_preferences)} +Tone: ${JSON.stringify(input.tone)} +Avoid: ${JSON.stringify(input.avoid)} + +Generate a large, diverse pool of TV show candidates.`, + }, + ], + }); + + const content = response.choices[0]?.message?.content ?? '{"candidates":[]}'; + return JSON.parse(content) as RetrievalOutput; +} diff --git a/packages/backend/src/db.ts b/packages/backend/src/db.ts new file mode 100644 index 0000000..9c22963 --- /dev/null +++ b/packages/backend/src/db.ts @@ -0,0 +1,9 @@ +import { drizzle } from 'drizzle-orm/postgres-js'; +import postgres from 'postgres'; +import * as dotenv from 'dotenv'; + +dotenv.config(); + +const connectionString = process.env.DATABASE_URL || 'postgres://user:password@iris.haven:5432/recommender'; +export const client = postgres(connectionString); +export const db = drizzle(client); diff --git a/packages/backend/src/db/index.ts b/packages/backend/src/db/index.ts new file mode 100644 index 0000000..b282e36 --- /dev/null +++ b/packages/backend/src/db/index.ts @@ -0,0 +1,2 @@ +export { db, client } from '../db.js'; +export * as schema from './schema.js'; diff --git a/packages/backend/src/db/schema.ts b/packages/backend/src/db/schema.ts new file mode 100644 index 0000000..0c87030 --- /dev/null +++ b/packages/backend/src/db/schema.ts @@ -0,0 +1,26 @@ +import { pgTable, uuid, text, jsonb, timestamp, integer, uniqueIndex } from 'drizzle-orm/pg-core'; +import type { CuratorOutput } from '../types/agents.js'; + +export const recommendations = pgTable('recommendations', { + id: uuid('id').defaultRandom().primaryKey(), + title: text('title').notNull(), + main_prompt: text('main_prompt').notNull(), + liked_shows: text('liked_shows').notNull().default(''), + disliked_shows: text('disliked_shows').notNull().default(''), + themes: text('themes').notNull().default(''), + recommendations: jsonb('recommendations').$type(), + status: text('status').notNull().default('pending'), + created_at: timestamp('created_at').defaultNow().notNull(), +}); + +export const feedback = pgTable( + 'feedback', + { + id: uuid('id').defaultRandom().primaryKey(), + tv_show_name: text('tv_show_name').notNull(), + stars: integer('stars').notNull(), + feedback: text('feedback').notNull().default(''), + created_at: timestamp('created_at').defaultNow().notNull(), + }, + (table) => [uniqueIndex('feedback_tv_show_name_idx').on(table.tv_show_name)], +); diff --git a/packages/backend/src/index.ts b/packages/backend/src/index.ts new file mode 100644 index 0000000..5cd8beb --- /dev/null +++ b/packages/backend/src/index.ts @@ -0,0 +1,36 @@ +import Fastify from 'fastify'; +import * as dotenv from 'dotenv'; +import recommendationsRoute from './routes/recommendations.js'; +import feedbackRoute from './routes/feedback.js'; + +// Load .env first, then .env.local +// env vars set on the container take precedence over both files +dotenv.config(); +dotenv.config({ path: '.env.local', override: true }); + +const fastify = Fastify({ logger: true }); + +// CORS — allow frontend dev server and production +fastify.addHook('onRequest', async (_req, reply) => { + reply.header('Access-Control-Allow-Origin', '*'); + reply.header('Access-Control-Allow-Methods', 'GET,POST,OPTIONS'); + reply.header('Access-Control-Allow-Headers', 'Content-Type'); +}); + +fastify.options('*', async (_req, reply) => { + return reply.send(); +}); + +// Body parsing is included in Fastify by default for JSON +await fastify.register(recommendationsRoute); +await fastify.register(feedbackRoute); + +const port = Number(process.env['PORT'] ?? 3000); + +try { + await fastify.listen({ port, host: '0.0.0.0' }); + console.log(`Backend listening on http://localhost:${port}`); +} catch (err) { + fastify.log.error(err); + process.exit(1); +} diff --git a/packages/backend/src/pipelines/recommendation.ts b/packages/backend/src/pipelines/recommendation.ts new file mode 100644 index 0000000..13d0bf9 --- /dev/null +++ b/packages/backend/src/pipelines/recommendation.ts @@ -0,0 +1,118 @@ +import { eq } from 'drizzle-orm'; +import { db } from '../db.js'; +import { recommendations } from '../db/schema.js'; +import { runInterpreter } from '../agents/interpreter.js'; +import { runRetrieval } from '../agents/retrieval.js'; +import { runRanking } from '../agents/ranking.js'; +import { runCurator } from '../agents/curator.js'; +import type { CuratorOutput, SSEEvent } from '../types/agents.js'; + +type RecommendationRecord = typeof recommendations.$inferSelect; + +function log(recId: string, msg: string, data?: unknown) { + const ts = new Date().toISOString(); + if (data !== undefined) { + console.log(`[pipeline] [${ts}] [${recId}] ${msg}`, data); + } else { + console.log(`[pipeline] [${ts}] [${recId}] ${msg}`); + } +} + +export async function runPipeline( + rec: RecommendationRecord, + sseWrite: (event: SSEEvent) => void, + feedbackContext?: string, +): Promise { + let currentStage: SSEEvent['stage'] = 'interpreter'; + const startTime = Date.now(); + + log(rec.id, `Starting pipeline for "${rec.title}"${feedbackContext ? ' (with feedback context)' : ''}`); + + try { + // Set status to running + log(rec.id, 'Setting status → running'); + await db + .update(recommendations) + .set({ status: 'running' }) + .where(eq(recommendations.id, rec.id)); + + // --- Interpreter --- + currentStage = 'interpreter'; + log(rec.id, 'Interpreter: start'); + sseWrite({ stage: 'interpreter', status: 'start' }); + const t0 = Date.now(); + const interpreterOutput = await runInterpreter({ + main_prompt: rec.main_prompt, + liked_shows: rec.liked_shows, + disliked_shows: rec.disliked_shows, + themes: rec.themes, + ...(feedbackContext !== undefined ? { feedback_context: feedbackContext } : {}), + }); + log(rec.id, `Interpreter: done (${Date.now() - t0}ms)`, { + liked: interpreterOutput.liked, + disliked: interpreterOutput.disliked, + themes: interpreterOutput.themes, + tone: interpreterOutput.tone, + avoid: interpreterOutput.avoid, + }); + sseWrite({ stage: 'interpreter', status: 'done', data: interpreterOutput }); + + // --- Retrieval --- + currentStage = 'retrieval'; + log(rec.id, 'Retrieval: start'); + sseWrite({ stage: 'retrieval', status: 'start' }); + const t1 = Date.now(); + const retrievalOutput = await runRetrieval(interpreterOutput); + log(rec.id, `Retrieval: done (${Date.now() - t1}ms) — ${retrievalOutput.candidates.length} candidates`, { + titles: retrievalOutput.candidates.map((c) => c.title), + }); + sseWrite({ stage: 'retrieval', status: 'done', data: retrievalOutput }); + + // --- Ranking --- + currentStage = 'ranking'; + log(rec.id, 'Ranking: start'); + sseWrite({ stage: 'ranking', status: 'start' }); + const t2 = Date.now(); + const rankingOutput = await runRanking(interpreterOutput, retrievalOutput); + log(rec.id, `Ranking: done (${Date.now() - t2}ms)`, { + definitely_like: rankingOutput.definitely_like.length, + might_like: rankingOutput.might_like.length, + questionable: rankingOutput.questionable.length, + will_not_like: rankingOutput.will_not_like.length, + }); + sseWrite({ stage: 'ranking', status: 'done', data: rankingOutput }); + + // --- Curator --- + currentStage = 'curator'; + log(rec.id, 'Curator: start'); + sseWrite({ stage: 'curator', status: 'start' }); + const t3 = Date.now(); + const curatorOutput = await runCurator(rankingOutput, interpreterOutput); + log(rec.id, `Curator: done (${Date.now() - t3}ms) — ${curatorOutput.length} shows curated`); + sseWrite({ stage: 'curator', status: 'done', data: curatorOutput }); + + // Save results to DB + log(rec.id, 'Saving results to DB'); + await db + .update(recommendations) + .set({ recommendations: curatorOutput, status: 'done' }) + .where(eq(recommendations.id, rec.id)); + + sseWrite({ stage: 'complete', status: 'done' }); + + log(rec.id, `Pipeline complete (total: ${Date.now() - startTime}ms)`); + return curatorOutput; + } catch (err) { + const message = err instanceof Error ? err.message : String(err); + log(rec.id, `Pipeline error at stage "${currentStage}": ${message}`); + + sseWrite({ stage: currentStage, status: 'error', data: { message } }); + + await db + .update(recommendations) + .set({ status: 'error' }) + .where(eq(recommendations.id, rec.id)); + + return []; + } +} diff --git a/packages/backend/src/routes/feedback.ts b/packages/backend/src/routes/feedback.ts new file mode 100644 index 0000000..b7ebc47 --- /dev/null +++ b/packages/backend/src/routes/feedback.ts @@ -0,0 +1,38 @@ +import type { FastifyInstance } from 'fastify'; +import { eq } from 'drizzle-orm'; +import { db } from '../db.js'; +import { feedback } from '../db/schema.js'; + +export default async function feedbackRoute(fastify: FastifyInstance) { + // POST /feedback — upsert by tv_show_name + fastify.post('/feedback', async (request, reply) => { + const body = request.body as { + tv_show_name: string; + stars: number; + feedback?: string; + }; + + await db + .insert(feedback) + .values({ + tv_show_name: body.tv_show_name, + stars: body.stars, + feedback: body.feedback ?? '', + }) + .onConflictDoUpdate({ + target: feedback.tv_show_name, + set: { + stars: body.stars, + feedback: body.feedback ?? '', + }, + }); + + return reply.code(201).send({ ok: true }); + }); + + // GET /feedback — return all feedback entries + fastify.get('/feedback', async (_request, reply) => { + const rows = await db.select().from(feedback); + return reply.send(rows); + }); +} diff --git a/packages/backend/src/routes/recommendations.ts b/packages/backend/src/routes/recommendations.ts new file mode 100644 index 0000000..0062e96 --- /dev/null +++ b/packages/backend/src/routes/recommendations.ts @@ -0,0 +1,124 @@ +import type { FastifyInstance } from 'fastify'; +import { eq, desc } from 'drizzle-orm'; +import { db } from '../db.js'; +import { recommendations, feedback } from '../db/schema.js'; +import { runPipeline } from '../pipelines/recommendation.js'; +import type { SSEEvent } from '../types/agents.js'; + +export default async function recommendationsRoute(fastify: FastifyInstance) { + // POST /recommendations — create record, return { id } + fastify.post('/recommendations', async (request, reply) => { + const body = request.body as { + main_prompt: string; + liked_shows?: string; + disliked_shows?: string; + themes?: string; + }; + + const title = (body.main_prompt ?? '') + .trim() + .split(/\s+/) + .slice(0, 5) + .join(' '); + + const [rec] = await db + .insert(recommendations) + .values({ + title: title || 'Untitled', + main_prompt: body.main_prompt ?? '', + liked_shows: body.liked_shows ?? '', + disliked_shows: body.disliked_shows ?? '', + themes: body.themes ?? '', + status: 'pending', + }) + .returning({ id: recommendations.id }); + + return reply.code(201).send({ id: rec?.id }); + }); + + // GET /recommendations — list all + fastify.get('/recommendations', async (_request, reply) => { + const rows = await db + .select({ + id: recommendations.id, + title: recommendations.title, + status: recommendations.status, + created_at: recommendations.created_at, + }) + .from(recommendations) + .orderBy(desc(recommendations.created_at)); + return reply.send(rows); + }); + + // GET /recommendations/:id — full record + fastify.get('/recommendations/:id', async (request, reply) => { + const { id } = request.params as { id: string }; + const [rec] = await db + .select() + .from(recommendations) + .where(eq(recommendations.id, id)); + + if (!rec) return reply.code(404).send({ error: 'Not found' }); + return reply.send(rec); + }); + + // GET /recommendations/:id/stream — SSE pipeline stream + // Always fetches all current feedback and injects if present (supports rerank flow) + fastify.get('/recommendations/:id/stream', async (request, reply) => { + const { id } = request.params as { id: string }; + const [rec] = await db + .select() + .from(recommendations) + .where(eq(recommendations.id, id)); + + if (!rec) return reply.code(404).send({ error: 'Not found' }); + + // Load all feedback to potentially inject as context + const feedbackRows = await db.select().from(feedback); + const feedbackContext = + feedbackRows.length > 0 + ? feedbackRows + .map( + (f) => + `Show: "${f.tv_show_name}" — Rating: ${f.stars}/3 stars${f.feedback ? ` — Comment: ${f.feedback}` : ''}`, + ) + .join('\n') + : undefined; + + // Set SSE headers and hijack + reply.raw.setHeader('Content-Type', 'text/event-stream'); + reply.raw.setHeader('Cache-Control', 'no-cache'); + reply.raw.setHeader('Connection', 'keep-alive'); + reply.raw.setHeader('Access-Control-Allow-Origin', '*'); + reply.raw.flushHeaders(); + reply.hijack(); + + const sseWrite = (event: SSEEvent) => { + reply.raw.write(`data: ${JSON.stringify(event)}\n\n`); + }; + + try { + await runPipeline(rec, sseWrite, feedbackContext); + } finally { + reply.raw.end(); + } + }); + + // POST /recommendations/:id/rerank — reset status so client can re-open SSE stream + fastify.post('/recommendations/:id/rerank', async (request, reply) => { + const { id } = request.params as { id: string }; + const [rec] = await db + .select({ id: recommendations.id }) + .from(recommendations) + .where(eq(recommendations.id, id)); + + if (!rec) return reply.code(404).send({ error: 'Not found' }); + + await db + .update(recommendations) + .set({ status: 'pending' }) + .where(eq(recommendations.id, id)); + + return reply.send({ ok: true }); + }); +} diff --git a/packages/backend/src/types/agents.ts b/packages/backend/src/types/agents.ts new file mode 100644 index 0000000..d5f407c --- /dev/null +++ b/packages/backend/src/types/agents.ts @@ -0,0 +1,41 @@ +export interface InterpreterOutput { + liked: string[]; + disliked: string[]; + themes: string[]; + character_preferences: string[]; + tone: string[]; + avoid: string[]; +} + +export interface RetrievalCandidate { + title: string; + reason: string; +} + +export interface RetrievalOutput { + candidates: RetrievalCandidate[]; +} + +export interface RankingOutput { + definitely_like: string[]; + might_like: string[]; + questionable: string[]; + will_not_like: string[]; +} + +export type CuratorCategory = 'Definitely Like' | 'Might Like' | 'Questionable' | 'Will Not Like'; + +export interface CuratorOutput { + title: string; + explanation: string; + category: CuratorCategory; +} + +export type PipelineStage = 'interpreter' | 'retrieval' | 'ranking' | 'curator' | 'complete'; +export type SSEStatus = 'start' | 'done' | 'error'; + +export interface SSEEvent { + stage: PipelineStage; + status: SSEStatus; + data?: unknown; +} diff --git a/packages/backend/tsconfig.json b/packages/backend/tsconfig.json new file mode 100644 index 0000000..cec4a3a --- /dev/null +++ b/packages/backend/tsconfig.json @@ -0,0 +1,44 @@ +{ + // Visit https://aka.ms/tsconfig to read more about this file + "compilerOptions": { + // File Layout + // "rootDir": "./src", + // "outDir": "./dist", + + // Environment Settings + // See also https://aka.ms/tsconfig/module + "module": "nodenext", + "target": "esnext", + "types": [], + // For nodejs: + // "lib": ["esnext"], + // "types": ["node"], + // and npm install -D @types/node + + // Other Outputs + "sourceMap": true, + "declaration": true, + "declarationMap": true, + + // Stricter Typechecking Options + "noUncheckedIndexedAccess": true, + "exactOptionalPropertyTypes": true, + + // Style Options + // "noImplicitReturns": true, + // "noImplicitOverride": true, + // "noUnusedLocals": true, + // "noUnusedParameters": true, + // "noFallthroughCasesInSwitch": true, + // "noPropertyAccessFromIndexSignature": true, + + // Recommended Options + "strict": true, + "jsx": "react-jsx", + "verbatimModuleSyntax": true, + "isolatedModules": true, + "noUncheckedSideEffectImports": true, + "moduleDetection": "force", + "skipLibCheck": true, + } +} diff --git a/packages/frontend/.gitignore b/packages/frontend/.gitignore new file mode 100644 index 0000000..a547bf3 --- /dev/null +++ b/packages/frontend/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/packages/frontend/index.html b/packages/frontend/index.html new file mode 100644 index 0000000..d22c578 --- /dev/null +++ b/packages/frontend/index.html @@ -0,0 +1,13 @@ + + + + + + + frontend + + +
+ + + diff --git a/packages/frontend/package.json b/packages/frontend/package.json new file mode 100644 index 0000000..825443d --- /dev/null +++ b/packages/frontend/package.json @@ -0,0 +1,20 @@ +{ + "name": "frontend", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc -b && vite build", + "preview": "vite preview" + }, + "dependencies": { + "preact": "^10.29.0" + }, + "devDependencies": { + "@preact/preset-vite": "^2.10.4", + "@types/node": "^24.12.0", + "typescript": "~5.9.3", + "vite": "^8.0.1" + } +} diff --git a/packages/frontend/public/favicon.svg b/packages/frontend/public/favicon.svg new file mode 100644 index 0000000..6893eb1 --- /dev/null +++ b/packages/frontend/public/favicon.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/packages/frontend/public/icons.svg b/packages/frontend/public/icons.svg new file mode 100644 index 0000000..e952219 --- /dev/null +++ b/packages/frontend/public/icons.svg @@ -0,0 +1,24 @@ + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/packages/frontend/src/api/client.ts b/packages/frontend/src/api/client.ts new file mode 100644 index 0000000..aa5851d --- /dev/null +++ b/packages/frontend/src/api/client.ts @@ -0,0 +1,54 @@ +import type { Recommendation, RecommendationSummary, FeedbackEntry } from '../types/index.js'; + +const BASE = '/api'; + +async function request(path: string, options?: RequestInit): Promise { + const res = await fetch(`${BASE}${path}`, { + headers: { 'Content-Type': 'application/json' }, + ...options, + }); + if (!res.ok) { + const text = await res.text(); + throw new Error(`HTTP ${res.status}: ${text}`); + } + return res.json() as Promise; +} + +export function createRecommendation(body: { + main_prompt: string; + liked_shows: string; + disliked_shows: string; + themes: string; +}): Promise<{ id: string }> { + return request('/recommendations', { + method: 'POST', + body: JSON.stringify(body), + }); +} + +export function listRecommendations(): Promise { + return request('/recommendations'); +} + +export function getRecommendation(id: string): Promise { + return request(`/recommendations/${id}`); +} + +export function rerankRecommendation(id: string): Promise<{ ok: boolean }> { + return request(`/recommendations/${id}/rerank`, { method: 'POST' }); +} + +export function submitFeedback(body: { + tv_show_name: string; + stars: number; + feedback?: string; +}): Promise<{ ok: boolean }> { + return request('/feedback', { + method: 'POST', + body: JSON.stringify(body), + }); +} + +export function getFeedback(): Promise { + return request('/feedback'); +} diff --git a/packages/frontend/src/app.css b/packages/frontend/src/app.css new file mode 100644 index 0000000..ec1c21e --- /dev/null +++ b/packages/frontend/src/app.css @@ -0,0 +1 @@ +/* App-level styles are in index.css */ diff --git a/packages/frontend/src/app.tsx b/packages/frontend/src/app.tsx new file mode 100644 index 0000000..0656e8d --- /dev/null +++ b/packages/frontend/src/app.tsx @@ -0,0 +1,5 @@ +import { Home } from './pages/Home.js'; + +export function App() { + return ; +} diff --git a/packages/frontend/src/assets/hero.png b/packages/frontend/src/assets/hero.png new file mode 100644 index 0000000..cc51a3d Binary files /dev/null and b/packages/frontend/src/assets/hero.png differ diff --git a/packages/frontend/src/assets/preact.svg b/packages/frontend/src/assets/preact.svg new file mode 100644 index 0000000..908f17d --- /dev/null +++ b/packages/frontend/src/assets/preact.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/packages/frontend/src/assets/vite.svg b/packages/frontend/src/assets/vite.svg new file mode 100644 index 0000000..5101b67 --- /dev/null +++ b/packages/frontend/src/assets/vite.svg @@ -0,0 +1 @@ +Vite diff --git a/packages/frontend/src/components/NewRecommendationModal.tsx b/packages/frontend/src/components/NewRecommendationModal.tsx new file mode 100644 index 0000000..1562730 --- /dev/null +++ b/packages/frontend/src/components/NewRecommendationModal.tsx @@ -0,0 +1,115 @@ +import { useState } from 'preact/hooks'; + +interface NewRecommendationModalProps { + onClose: () => void; + onSubmit: (body: { + main_prompt: string; + liked_shows: string; + disliked_shows: string; + themes: string; + }) => Promise; +} + +export function NewRecommendationModal({ onClose, onSubmit }: NewRecommendationModalProps) { + const [mainPrompt, setMainPrompt] = useState(''); + const [likedShows, setLikedShows] = useState(''); + const [dislikedShows, setDislikedShows] = useState(''); + const [themes, setThemes] = useState(''); + const [loading, setLoading] = useState(false); + + const handleSubmit = async (e: Event) => { + e.preventDefault(); + if (!mainPrompt.trim()) return; + setLoading(true); + try { + await onSubmit({ + main_prompt: mainPrompt.trim(), + liked_shows: likedShows.trim(), + disliked_shows: dislikedShows.trim(), + themes: themes.trim(), + }); + onClose(); + } finally { + setLoading(false); + } + }; + + const handleBackdropClick = (e: MouseEvent) => { + if ((e.target as HTMLElement).classList.contains('modal-backdrop')) { + onClose(); + } + }; + + return ( +
+
+
+

New Recommendation

+ +
+ +
+
+ +