From 4fc5c36b12eeafd5ea6a8634f117571b8d2a0bf1 Mon Sep 17 00:00:00 2001 From: vector17002 Date: Fri, 24 Apr 2026 08:00:42 +0530 Subject: [PATCH 1/4] created ai:worker docker image for all the AI jobs --- server/Dockerfile | 45 ++++ .../drizzle/0001_glorious_shooting_star.sql | 2 + server/drizzle/meta/0001_snapshot.json | 232 ++++++++++++++++++ server/drizzle/meta/_journal.json | 7 + server/src/ai-worker.ts | 10 + server/src/models/video.model.ts | 4 +- server/src/services/transcode.service.ts | 2 +- server/src/services/transcribe.service.ts | 147 +++++++++++ server/src/workers/hls.worker.ts | 3 +- server/src/workers/thumbnail.worker.ts | 3 +- server/src/workers/transcode.worker.ts | 8 +- server/src/workers/transcribe.queue.ts | 15 ++ server/src/workers/transcribe.worker.ts | 60 +++++ 13 files changed, 533 insertions(+), 5 deletions(-) create mode 100644 server/drizzle/0001_glorious_shooting_star.sql create mode 100644 server/drizzle/meta/0001_snapshot.json create mode 100644 server/src/ai-worker.ts create mode 100644 server/src/services/transcribe.service.ts create mode 100644 server/src/workers/transcribe.queue.ts create mode 100644 server/src/workers/transcribe.worker.ts diff --git a/server/Dockerfile b/server/Dockerfile index 6bcfc33..f3fb8f5 100644 --- a/server/Dockerfile +++ b/server/Dockerfile @@ -47,3 +47,48 @@ COPY --from=builder /app/dist ./dist COPY package.json ./ CMD ["node", "dist/worker.js"] + + +# ── Stage 3c: AI Worker (FFmpeg + faster-whisper) ────────────────────────── +# Uses node:22-slim (Debian) instead of Alpine because PyAV (a faster-whisper +# dependency) has no pre-built musl/Alpine wheels and its Cython compilation +# fails on Python 3.12 + Alpine. Debian has pre-built wheels → no compilation +# needed, faster build, smaller attack surface. +# +# Available WHISPER_MODEL values (ascending size / accuracy): +# tiny (~75 MB) | base (~150 MB) | small (~500 MB) | medium | large +FROM node:22-slim AS ai-worker + +# 1. System packages (Debian-based) +RUN apt-get update && apt-get install -y --no-install-recommends \ + ffmpeg \ + python3 \ + python3-pip \ + python3-venv \ + && rm -rf /var/lib/apt/lists/* + +# 2. Isolated Python venv + faster-whisper (CTranslate2-based, no PyTorch) +# Pre-built PyAV wheels on Debian → no compilation required. +ENV VIRTUAL_ENV=/opt/whisper-venv +ENV PATH="$VIRTUAL_ENV/bin:$PATH" + +RUN python3 -m venv "$VIRTUAL_ENV" && \ + pip install --no-cache-dir --upgrade pip && \ + pip install --no-cache-dir faster-whisper + +# 3. Pre-download model weights at build time so startup is instant +# compute_type=int8 → efficient CPU inference, no accuracy loss for most tasks +ARG WHISPER_MODEL=base +ENV WHISPER_MODEL=${WHISPER_MODEL} +RUN python3 -c "\ +from faster_whisper import WhisperModel; \ +WhisperModel('${WHISPER_MODEL}', device='cpu', compute_type='int8')" + +# 4. Node.js application +WORKDIR /app + +COPY --from=prod-deps /app/node_modules ./node_modules +COPY --from=builder /app/dist ./dist +COPY package.json ./ + +CMD ["node", "dist/ai-worker.js"] diff --git a/server/drizzle/0001_glorious_shooting_star.sql b/server/drizzle/0001_glorious_shooting_star.sql new file mode 100644 index 0000000..407d5e3 --- /dev/null +++ b/server/drizzle/0001_glorious_shooting_star.sql @@ -0,0 +1,2 @@ +ALTER TABLE "videoTable" ADD COLUMN "transcript_key" text;--> statement-breakpoint +ALTER TABLE "videoTable" ADD CONSTRAINT "videoTable_user_id_userTable_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."userTable"("id") ON DELETE no action ON UPDATE no action; \ No newline at end of file diff --git a/server/drizzle/meta/0001_snapshot.json b/server/drizzle/meta/0001_snapshot.json new file mode 100644 index 0000000..6610e18 --- /dev/null +++ b/server/drizzle/meta/0001_snapshot.json @@ -0,0 +1,232 @@ +{ + "id": "5c118634-fc94-41c5-b74e-d0a850974c31", + "prevId": "586a540f-f245-48df-be82-03b662009de0", + "version": "7", + "dialect": "postgresql", + "tables": { + "public.userTable": { + "name": "userTable", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "email": { + "name": "email", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "password": { + "name": "password", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": {}, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.videoTable": { + "name": "videoTable", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "status": { + "name": "status", + "type": "status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "trancodeStatus": { + "name": "trancodeStatus", + "type": "transcode_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "hlsStatus": { + "name": "hlsStatus", + "type": "hls_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "thumbnailStatus": { + "name": "thumbnailStatus", + "type": "thumbnail_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "transcriptStatus": { + "name": "transcriptStatus", + "type": "transcript_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "transcript_key": { + "name": "transcript_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "original_video_key": { + "name": "original_video_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "hls_manifest_key": { + "name": "hls_manifest_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "thumbnail_video_key": { + "name": "thumbnail_video_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": {}, + "foreignKeys": { + "videoTable_user_id_userTable_id_fk": { + "name": "videoTable_user_id_userTable_id_fk", + "tableFrom": "videoTable", + "tableTo": "userTable", + "columnsFrom": [ + "user_id" + ], + "columnsTo": [ + "id" + ], + "onDelete": "no action", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + } + }, + "enums": { + "public.hls_status": { + "name": "hls_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.status": { + "name": "status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.thumbnail_status": { + "name": "thumbnail_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.transcode_status": { + "name": "transcode_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.transcript_status": { + "name": "transcript_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + } + }, + "schemas": {}, + "sequences": {}, + "roles": {}, + "policies": {}, + "views": {}, + "_meta": { + "columns": {}, + "schemas": {}, + "tables": {} + } +} \ No newline at end of file diff --git a/server/drizzle/meta/_journal.json b/server/drizzle/meta/_journal.json index 3006c15..345db81 100644 --- a/server/drizzle/meta/_journal.json +++ b/server/drizzle/meta/_journal.json @@ -8,6 +8,13 @@ "when": 1776514578126, "tag": "0000_far_gideon", "breakpoints": true + }, + { + "idx": 1, + "version": "7", + "when": 1776997181954, + "tag": "0001_glorious_shooting_star", + "breakpoints": true } ] } \ No newline at end of file diff --git a/server/src/ai-worker.ts b/server/src/ai-worker.ts new file mode 100644 index 0000000..c412839 --- /dev/null +++ b/server/src/ai-worker.ts @@ -0,0 +1,10 @@ +import 'dotenv/config.js' +import './utils/logger.js' +import './config/db.js' + +// Only the transcription worker runs in this container. +// The regular worker (transcode/hls/thumbnail) runs in the worker image +// which doesn't have Python or faster-whisper installed. +import './workers/transcribe.worker.js' + +console.log('🚀 AI Worker started and listening for transcription jobs...') diff --git a/server/src/models/video.model.ts b/server/src/models/video.model.ts index 8535908..4bb675f 100644 --- a/server/src/models/video.model.ts +++ b/server/src/models/video.model.ts @@ -1,4 +1,5 @@ import { pgEnum, pgTable, serial, text, timestamp } from "drizzle-orm/pg-core"; +import { userTable } from "./user.model.js"; export const statusEnum = pgEnum('status', ['not-started', 'processing', 'completed', 'failed']); export const trancodeStatusEnum = pgEnum('transcode_status', ['not-started', 'processing', 'completed', 'failed']); @@ -8,12 +9,13 @@ export const transciptStatusEnum = pgEnum('transcript_status', ['not-started', ' export const videoTable = pgTable('videoTable', { id: text('id').primaryKey(), - userId: text('user_id').notNull(), + userId: text('user_id').notNull().references(() => userTable.id), status: statusEnum().notNull().default('not-started'), trancodeStatus: trancodeStatusEnum().notNull().default('not-started'), hlsStatus: hlsStatusEnum().notNull().default('not-started'), thumbnailStatus: thumbnailStatusEnum().notNull().default('not-started'), transcriptStatus: transciptStatusEnum().notNull().default('not-started'), + transcriptKey: text('transcript_key'), originalVideoKey: text('original_video_key'), hlsManifestKey: text('hls_manifest_key'), thumbnailVideoKey: text('thumbnail_video_key'), diff --git a/server/src/services/transcode.service.ts b/server/src/services/transcode.service.ts index f22aeed..bfb2a7a 100644 --- a/server/src/services/transcode.service.ts +++ b/server/src/services/transcode.service.ts @@ -12,7 +12,7 @@ const __dirname = path.dirname(__filename); export const getPreSignedUrlForDownload = async (fileId: string, userId: string) => { const currentEnv = process.env.NODE_ENV === 'development' ? 'dev' : 'prod'; - const videoObjectId = `${currentEnv}/users/${userId}/original/${fileId}`; + const videoObjectId = `${currentEnv}/users/${userId}/${fileId}/original`; const videoDownloadSignedUrl = await getDownloadUrl(videoObjectId) diff --git a/server/src/services/transcribe.service.ts b/server/src/services/transcribe.service.ts new file mode 100644 index 0000000..513f263 --- /dev/null +++ b/server/src/services/transcribe.service.ts @@ -0,0 +1,147 @@ +import { getDownloadUrl } from "../utils/getPresignedUrl.js"; +import axios from "axios"; +import fs from "fs"; +import path from "path"; +import { fileURLToPath } from "url"; +import { spawn } from "child_process"; +import ffmpeg from "fluent-ffmpeg"; +import { PutObjectCommand } from "@aws-sdk/client-s3"; +import s3Client from "../config/s3.js"; + +const __filename = fileURLToPath(import.meta.url); +const __dirname = path.dirname(__filename); + +// Path to the Python binary inside the venv baked into the ai-worker image +const PYTHON_BIN = '/opt/whisper-venv/bin/python3'; + +// Model is set via ARG/ENV in the Dockerfile (default: base) +const WHISPER_MODEL = process.env.WHISPER_MODEL ?? 'base'; + +export interface TranscriptSegment { + start: number; + end: number; + text: string; +} + +export interface TranscriptResult { + language: string; + duration: number; + segments: TranscriptSegment[]; + plainText: string; +} + +// ── 1. Download the original video from S3 ──────────────────────────────── +export const downloadOriginalForTranscription = async ( + fileId: string, + userId: string, + jobId: string +): Promise => { + const currentEnv = process.env.NODE_ENV === 'development' ? 'dev' : 'prod'; + const s3Key = `${currentEnv}/users/${userId}/${fileId}/original`; + + const signedUrl = await getDownloadUrl(s3Key); + const response = await axios.get(signedUrl, { responseType: 'arraybuffer' }); + + const downloadsDir = path.join(__dirname, '..', '..', 'downloads', 'transcribe'); + if (!fs.existsSync(downloadsDir)) { + fs.mkdirSync(downloadsDir, { recursive: true }); + } + + const videoPath = path.join(downloadsDir, `${fileId}.mp4`); + fs.writeFileSync(videoPath, response.data); + console.log(`✅ Video downloaded for transcription: ${videoPath} (job ${jobId})`); + return videoPath; +}; + +// ── 2. Extract mono 16 kHz WAV — Whisper's preferred input format ───────── +export const extractAudio = (videoPath: string): Promise => { + const audioPath = videoPath.replace('.mp4', '.wav'); + return new Promise((resolve, reject) => { + ffmpeg(videoPath) + .noVideo() + .audioCodec('pcm_s16le') // uncompressed — whisper reads it natively + .audioFrequency(16000) // 16 kHz is what Whisper expects + .audioChannels(1) // mono + .output(audioPath) + .on('end', () => { + console.log(`✅ Audio extracted: ${audioPath}`); + resolve(audioPath); + }) + .on('error', (err) => { + console.error('❌ Audio extraction failed:', err); + reject(err); + }) + .run(); + }); +}; + +// ── 3. Run faster-whisper via Python subprocess ─────────────────────────── +// We call the venv Python directly with an inline script so the worker +// container needs no additional setup beyond what the Dockerfile bakes in. +export const runWhisper = (audioPath: string): Promise => { + return new Promise((resolve, reject) => { + // Inline Python — reads audio path and model name from argv + const script = [ + 'import sys, json', + 'from faster_whisper import WhisperModel', + `model = WhisperModel(sys.argv[2], device="cpu", compute_type="int8")`, + 'segments, info = model.transcribe(sys.argv[1], beam_size=5)', + 'seg_list = [{"start": round(s.start, 2), "end": round(s.end, 2), "text": s.text.strip()} for s in segments]', + 'print(json.dumps({"language": info.language, "duration": round(info.duration, 2), "segments": seg_list}))', + ].join('\n'); + + const proc = spawn(PYTHON_BIN, ['-c', script, audioPath, WHISPER_MODEL]); + + let stdout = ''; + let stderr = ''; + + proc.stdout.on('data', (chunk) => { stdout += chunk.toString(); }); + proc.stderr.on('data', (chunk) => { stderr += chunk.toString(); }); + + proc.on('close', (code) => { + if (code !== 0) { + return reject(new Error(`Whisper exited with code ${code}: ${stderr}`)); + } + try { + const parsed = JSON.parse(stdout.trim()) as Omit; + resolve({ + ...parsed, + plainText: parsed.segments.map((s) => s.text).join(' ').trim(), + }); + } catch { + reject(new Error(`Failed to parse Whisper JSON output: ${stdout}`)); + } + }); + }); +}; + +// ── 4. Upload transcript JSON to S3 ────────────────────────────────────── +export const uploadTranscript = async ( + transcript: TranscriptResult, + fileId: string, + userId: string +): Promise => { + const currentEnv = process.env.NODE_ENV === 'development' ? 'dev' : 'prod'; + const bucket = process.env.S3_BUCKET_NAME; + const s3Key = `${currentEnv}/users/${userId}/${fileId}/transcript.json`; + + await s3Client.send(new PutObjectCommand({ + Bucket: bucket, + Key: s3Key, + Body: JSON.stringify(transcript, null, 2), + ContentType: 'application/json', + })); + + console.log(`☁️ Transcript uploaded to S3: ${s3Key}`); + return s3Key; +}; + +// ── 5. Clean up local temp files ───────────────────────────────────────── +export const cleanupTranscribeFiles = (videoPath: string, audioPath: string) => { + for (const filePath of [videoPath, audioPath]) { + if (fs.existsSync(filePath)) { + fs.unlinkSync(filePath); + console.log(`🗑️ Deleted temp file: ${filePath}`); + } + } +}; diff --git a/server/src/workers/hls.worker.ts b/server/src/workers/hls.worker.ts index 1d2f88c..b202d17 100644 --- a/server/src/workers/hls.worker.ts +++ b/server/src/workers/hls.worker.ts @@ -67,7 +67,8 @@ hlsWorker.on("completed", async (job) => { hlsWorker.on("failed", async (job, err) => { await db.update(videoTable).set({ - hlsStatus: 'failed' + hlsStatus: 'failed', + status: 'failed' }).where(eq(videoTable.id, job?.data.fileId)) console.log(`HLS Job ${job?.id} has failed with error: ${err.message}`); }); \ No newline at end of file diff --git a/server/src/workers/thumbnail.worker.ts b/server/src/workers/thumbnail.worker.ts index 165e5cb..a6e3374 100644 --- a/server/src/workers/thumbnail.worker.ts +++ b/server/src/workers/thumbnail.worker.ts @@ -41,7 +41,8 @@ thumbnailWorker.on("completed", async (job) => { thumbnailWorker.on("failed", async (job, err) => { await db.update(videoTable).set({ - thumbnailStatus: 'failed' + thumbnailStatus: 'failed', + status: 'failed' }).where(eq(videoTable.id, job?.data.fileId)); console.log(`Thumbnail Job ${job?.id} has failed with error: ${err.message}`); }); diff --git a/server/src/workers/transcode.worker.ts b/server/src/workers/transcode.worker.ts index 14c2fd8..eb585ab 100644 --- a/server/src/workers/transcode.worker.ts +++ b/server/src/workers/transcode.worker.ts @@ -4,6 +4,7 @@ import { downloadObjectFromPreSignedUrl, getPreSignedUrlForDownload, transcodeVi import path from "path"; import { hlsQueue } from "./hls.queue.js"; import { thumbnailQueue } from "./thumbnail.queue.js"; +import { transcribeQueue } from "./transcribe.queue.js"; import { db } from "../config/db.js"; import { eq } from "drizzle-orm"; import { videoTable } from "../models/video.model.js"; @@ -94,6 +95,10 @@ export const transcodeWorker = new Worker("transcodeQueue", async (job: Job) => await hlsQueue.add("hls", { fileId, userId, transcodedFiles }); console.log(`HLS job added for fileId ${fileId} with ${transcodedFiles.length} local transcoded files`); + // Dispatch transcription job — picked up by the ai-worker container + await transcribeQueue.add("transcribe", { fileId, userId }); + console.log(`🎙️ Transcription job queued for fileId: ${fileId}`); + // Updating the DB await db.update(videoTable).set({ hlsStatus: 'processing', @@ -129,7 +134,8 @@ transcodeWorker.on("failed", async (job, err) => { console.log(` ⏳ Next retry in ~${(nextDelay / 1000).toFixed(1)}s (exponential backoff: ${BASE_DELAY / 1000}s × 2^${attempt - 1})`); } else { await db.update(videoTable).set({ - trancodeStatus: 'failed' + trancodeStatus: 'failed', + status: 'failed' }).where(eq(videoTable.id, job?.data.fileId)) console.log(` 🚫 No more retries — job has permanently failed.`); } diff --git a/server/src/workers/transcribe.queue.ts b/server/src/workers/transcribe.queue.ts new file mode 100644 index 0000000..6706a7d --- /dev/null +++ b/server/src/workers/transcribe.queue.ts @@ -0,0 +1,15 @@ +import { Queue } from "bullmq"; +import { redis } from "../config/redis.js"; + +export const transcribeQueue = new Queue("transcribeQueue", { + connection: redis as any, + defaultJobOptions: { + attempts: 3, + backoff: { + type: 'exponential', + delay: 5000 + }, + removeOnComplete: true, + removeOnFail: false + } +}); diff --git a/server/src/workers/transcribe.worker.ts b/server/src/workers/transcribe.worker.ts new file mode 100644 index 0000000..d36fd65 --- /dev/null +++ b/server/src/workers/transcribe.worker.ts @@ -0,0 +1,60 @@ +import { Worker, type Job } from "bullmq"; +import { redis } from "../config/redis.js"; +import { + downloadOriginalForTranscription, + extractAudio, + runWhisper, + uploadTranscript, + cleanupTranscribeFiles, +} from "../services/transcribe.service.js"; +import { db } from "../config/db.js"; +import { eq } from "drizzle-orm"; +import { videoTable } from "../models/video.model.js"; + +export const transcribeWorker = new Worker("transcribeQueue", async (job: Job) => { + const { fileId, userId } = job.data as { fileId: string; userId: string }; + + console.log(`\n🎙️ Transcription job ${job.id} started for fileId: ${fileId}`); + + // Mark as processing + await db.update(videoTable).set({ + transcriptStatus: 'processing' + }).where(eq(videoTable.id, fileId)); + + // 1. Download original video from S3 + const videoPath = await downloadOriginalForTranscription(fileId, userId, job.id!); + + // 2. Extract audio (16kHz mono WAV — Whisper's preferred format) + const audioPath = await extractAudio(videoPath); + + // 3. Run faster-whisper + console.log(`⏳ Running Whisper on ${audioPath} (model: ${process.env.WHISPER_MODEL ?? 'base'})...`); + const transcript = await runWhisper(audioPath); + console.log(`✅ Transcription complete — language: ${transcript.language}, duration: ${transcript.duration}s, segments: ${transcript.segments.length}`); + + // 4. Upload transcript JSON to S3 + const transcriptKey = await uploadTranscript(transcript, fileId, userId); + + // 5. Persist the S3 key in the DB + await db.update(videoTable).set({ + transcriptKey, + transcriptStatus: 'completed', + }).where(eq(videoTable.id, fileId)); + + // 6. Clean up local temp files + cleanupTranscribeFiles(videoPath, audioPath); + +}, { + connection: redis as any, +}); + +transcribeWorker.on("completed", (job) => { + console.log(`🎙️ Transcription job ${job.id} completed successfully!`); +}); + +transcribeWorker.on("failed", async (job, err) => { + console.error(`❌ Transcription job ${job?.id} failed: ${err.message}`); + await db.update(videoTable).set({ + transcriptStatus: 'failed', + }).where(eq(videoTable.id, job?.data.fileId)); +}); From 26b3b08eabe55329920a22bf55e7b15de0642c6b Mon Sep 17 00:00:00 2001 From: vector17002 Date: Fri, 24 Apr 2026 08:01:47 +0530 Subject: [PATCH 2/4] created ai:worker docker image for all the AI jobs --- docker-compose.yml | 28 ++++++++++++++++++++++++---- 1 file changed, 24 insertions(+), 4 deletions(-) diff --git a/docker-compose.yml b/docker-compose.yml index 9eaec69..4a2a3c4 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -24,13 +24,12 @@ services: - ./server/.env environment: - IOREDIS_URL=redis://redis:6379 - - DATABASE_URL=${DATABASE_URL} depends_on: redis: condition: service_healthy restart: unless-stopped - # ── Workers (transcode + HLS + thumbnail) ─────────────────────────── + # ── Transcode Worker (FFmpeg — HLS + thumbnails) ───────── worker: build: context: ./server @@ -40,16 +39,37 @@ services: - ./server/.env environment: - IOREDIS_URL=redis://redis:6379 - - DATABASE_URL=${DATABASE_URL} depends_on: redis: condition: service_healthy restart: unless-stopped - # Workers may need more memory for FFmpeg transcoding deploy: resources: limits: memory: 2G + # ── AI Worker (FFmpeg + faster-whisper transcription) ──── + ai-worker: + build: + context: ./server + dockerfile: Dockerfile + target: ai-worker + args: + # Change to tiny/small/medium/large as needed + WHISPER_MODEL: base + env_file: + - ./server/.env + environment: + - IOREDIS_URL=redis://redis:6379 + depends_on: + redis: + condition: service_healthy + restart: unless-stopped + deploy: + resources: + limits: + # faster-whisper base model needs ~1 GB; bump for larger models + memory: 2G + volumes: redis_data: From db8e6c7988a048282ff53492bab95efb2b104a9c Mon Sep 17 00:00:00 2001 From: vector17002 Date: Sat, 25 Apr 2026 19:59:54 +0530 Subject: [PATCH 3/4] migrated from html to next --- web/.gitignore | 41 + web/AGENTS.md | 5 + web/CLAUDE.md | 1 + web/README.md | 36 + web/eslint.config.mjs | 18 + web/{index.html => index.html.bak} | 0 web/next.config.ts | 14 + web/package-lock.json | 6693 ++++++++++++++++++++++ web/package.json | 26 + web/postcss.config.mjs | 7 + web/public/file.svg | 1 + web/public/globe.svg | 1 + web/public/next.svg | 1 + web/public/vercel.svg | 1 + web/public/window.svg | 1 + web/src/app/components/AuthForm.tsx | 158 + web/src/app/components/ProgressBar.tsx | 23 + web/src/app/components/StatusMessage.tsx | 35 + web/src/app/components/UploadView.tsx | 204 + web/src/app/favicon.ico | Bin 0 -> 25931 bytes web/src/app/globals.css | 19 + web/src/app/hooks/useAuth.ts | 57 + web/src/app/layout.tsx | 32 + web/src/app/lib/api.ts | 122 + web/src/app/page.tsx | 27 + web/tsconfig.json | 34 + 26 files changed, 7557 insertions(+) create mode 100644 web/.gitignore create mode 100644 web/AGENTS.md create mode 100644 web/CLAUDE.md create mode 100644 web/README.md create mode 100644 web/eslint.config.mjs rename web/{index.html => index.html.bak} (100%) create mode 100644 web/next.config.ts create mode 100644 web/package-lock.json create mode 100644 web/package.json create mode 100644 web/postcss.config.mjs create mode 100644 web/public/file.svg create mode 100644 web/public/globe.svg create mode 100644 web/public/next.svg create mode 100644 web/public/vercel.svg create mode 100644 web/public/window.svg create mode 100644 web/src/app/components/AuthForm.tsx create mode 100644 web/src/app/components/ProgressBar.tsx create mode 100644 web/src/app/components/StatusMessage.tsx create mode 100644 web/src/app/components/UploadView.tsx create mode 100644 web/src/app/favicon.ico create mode 100644 web/src/app/globals.css create mode 100644 web/src/app/hooks/useAuth.ts create mode 100644 web/src/app/layout.tsx create mode 100644 web/src/app/lib/api.ts create mode 100644 web/src/app/page.tsx create mode 100644 web/tsconfig.json diff --git a/web/.gitignore b/web/.gitignore new file mode 100644 index 0000000..5ef6a52 --- /dev/null +++ b/web/.gitignore @@ -0,0 +1,41 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.* +.yarn/* +!.yarn/patches +!.yarn/plugins +!.yarn/releases +!.yarn/versions + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# env files (can opt-in for committing if needed) +.env* + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts diff --git a/web/AGENTS.md b/web/AGENTS.md new file mode 100644 index 0000000..8bd0e39 --- /dev/null +++ b/web/AGENTS.md @@ -0,0 +1,5 @@ + +# This is NOT the Next.js you know + +This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices. + diff --git a/web/CLAUDE.md b/web/CLAUDE.md new file mode 100644 index 0000000..43c994c --- /dev/null +++ b/web/CLAUDE.md @@ -0,0 +1 @@ +@AGENTS.md diff --git a/web/README.md b/web/README.md new file mode 100644 index 0000000..e215bc4 --- /dev/null +++ b/web/README.md @@ -0,0 +1,36 @@ +This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app). + +## Getting Started + +First, run the development server: + +```bash +npm run dev +# or +yarn dev +# or +pnpm dev +# or +bun dev +``` + +Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. + +You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file. + +This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel. + +## Learn More + +To learn more about Next.js, take a look at the following resources: + +- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API. +- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial. + +You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome! + +## Deploy on Vercel + +The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js. + +Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details. diff --git a/web/eslint.config.mjs b/web/eslint.config.mjs new file mode 100644 index 0000000..05e726d --- /dev/null +++ b/web/eslint.config.mjs @@ -0,0 +1,18 @@ +import { defineConfig, globalIgnores } from "eslint/config"; +import nextVitals from "eslint-config-next/core-web-vitals"; +import nextTs from "eslint-config-next/typescript"; + +const eslintConfig = defineConfig([ + ...nextVitals, + ...nextTs, + // Override default ignores of eslint-config-next. + globalIgnores([ + // Default ignores of eslint-config-next: + ".next/**", + "out/**", + "build/**", + "next-env.d.ts", + ]), +]); + +export default eslintConfig; diff --git a/web/index.html b/web/index.html.bak similarity index 100% rename from web/index.html rename to web/index.html.bak diff --git a/web/next.config.ts b/web/next.config.ts new file mode 100644 index 0000000..16d5f69 --- /dev/null +++ b/web/next.config.ts @@ -0,0 +1,14 @@ +import type { NextConfig } from "next"; + +const nextConfig: NextConfig = { + async rewrites() { + return [ + { + source: "/api/:path*", + destination: "http://localhost:8080/api/:path*", + }, + ]; + }, +}; + +export default nextConfig; diff --git a/web/package-lock.json b/web/package-lock.json new file mode 100644 index 0000000..d129af4 --- /dev/null +++ b/web/package-lock.json @@ -0,0 +1,6693 @@ +{ + "name": "web", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "web", + "version": "0.1.0", + "dependencies": { + "next": "16.2.4", + "react": "19.2.4", + "react-dom": "19.2.4" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4", + "@types/node": "^20", + "@types/react": "^19", + "@types/react-dom": "^19", + "eslint": "^9", + "eslint-config-next": "16.2.4", + "tailwindcss": "^4", + "typescript": "^5" + } + }, + "node_modules/@alloc/quick-lru": { + "version": "5.2.0", + "resolved": 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"build": "next build", + "start": "next start", + "lint": "eslint" + }, + "dependencies": { + "next": "16.2.4", + "react": "19.2.4", + "react-dom": "19.2.4" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4", + "@types/node": "^20", + "@types/react": "^19", + "@types/react-dom": "^19", + "eslint": "^9", + "eslint-config-next": "16.2.4", + "tailwindcss": "^4", + "typescript": "^5" + } +} diff --git a/web/postcss.config.mjs b/web/postcss.config.mjs new file mode 100644 index 0000000..61e3684 --- /dev/null +++ b/web/postcss.config.mjs @@ -0,0 +1,7 @@ +const config = { + plugins: { + "@tailwindcss/postcss": {}, + }, +}; + +export default config; diff --git a/web/public/file.svg b/web/public/file.svg new file mode 100644 index 0000000..004145c --- /dev/null +++ b/web/public/file.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/web/public/globe.svg b/web/public/globe.svg new file mode 100644 index 0000000..567f17b --- /dev/null +++ b/web/public/globe.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/web/public/next.svg b/web/public/next.svg new file mode 100644 index 0000000..5174b28 --- /dev/null +++ b/web/public/next.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/web/public/vercel.svg b/web/public/vercel.svg new file mode 100644 index 0000000..7705396 --- /dev/null +++ b/web/public/vercel.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/web/public/window.svg b/web/public/window.svg new file mode 100644 index 0000000..b2b2a44 --- /dev/null +++ b/web/public/window.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/web/src/app/components/AuthForm.tsx b/web/src/app/components/AuthForm.tsx new file mode 100644 index 0000000..c2a2e2b --- /dev/null +++ b/web/src/app/components/AuthForm.tsx @@ -0,0 +1,158 @@ +"use client"; + +import { useState } from "react"; +import { loginUser, registerUser } from "@/app/lib/api"; +import StatusMessage from "./StatusMessage"; + +interface AuthFormProps { + onLoginSuccess: (token: string) => void; +} + +export default function AuthForm({ onLoginSuccess }: AuthFormProps) { + const [isLoginMode, setIsLoginMode] = useState(true); + const [email, setEmail] = useState(""); + const [password, setPassword] = useState(""); + const [loading, setLoading] = useState(false); + const [status, setStatus] = useState<{ + message: string; + type: "success" | "error" | "idle"; + }>({ message: "", type: "idle" }); + + const handleSubmit = async (e: React.FormEvent) => { + e.preventDefault(); + setStatus({ message: "", type: "idle" }); + setLoading(true); + try { + const data = isLoginMode + ? await loginUser(email, password) + : await registerUser(email, password); + setStatus({ message: isLoginMode ? "Signed in." : "Account created.", type: "success" }); + setTimeout(() => onLoginSuccess(data.token), 700); + } catch (err: unknown) { + setStatus({ + message: err instanceof Error ? err.message : "Something went wrong.", + type: "error", + }); + } finally { + setLoading(false); + } + }; + + const toggleMode = () => { + setIsLoginMode((p) => !p); + setStatus({ message: "", type: "idle" }); + }; + + return ( +
+ + {/* ── Logo ── */} +
+
+ + + + + +
+
+ + {/* ── Heading ── */} +

+ {isLoginMode ? "Sign in to your account" : "Create an account"} +

+ + {/* ── Subtitle ── */} +

+ {isLoginMode + ? "Welcome back. Enter your details below." + : "Get started in seconds. No credit card required."} +

+ + {/* ── Form ── */} +
+ + {/* Email field */} +
+ + setEmail(e.target.value)} + placeholder="you@example.com" + required + className="w-full h-11 px-3.5 text-sm text-neutral-900 bg-white border border-neutral-200 rounded-lg placeholder-neutral-300 outline-none focus:border-neutral-400 focus:ring-2 focus:ring-neutral-100 transition-all duration-150" + /> +
+ + {/* Password field */} +
+ + setPassword(e.target.value)} + placeholder="••••••••" + required + className="w-full h-11 px-3.5 text-sm text-neutral-900 bg-white border border-neutral-200 rounded-lg placeholder-neutral-300 outline-none focus:border-neutral-400 focus:ring-2 focus:ring-neutral-100 transition-all duration-150" + /> +
+ + {/* Submit */} + + +
+ + {/* ── Status message ── */} +
+ +
+ + {/* ── Divider ── */} +
+

+ {isLoginMode ? "Don't have an account?" : "Already have an account?"}{" "} + +

+
+ +
+ ); +} diff --git a/web/src/app/components/ProgressBar.tsx b/web/src/app/components/ProgressBar.tsx new file mode 100644 index 0000000..8b699d5 --- /dev/null +++ b/web/src/app/components/ProgressBar.tsx @@ -0,0 +1,23 @@ +"use client"; + +interface ProgressBarProps { + progress: number; + visible: boolean; +} + +export default function ProgressBar({ progress, visible }: ProgressBarProps) { + if (!visible) return null; + + return ( +
+
+
+ ); +} diff --git a/web/src/app/components/StatusMessage.tsx b/web/src/app/components/StatusMessage.tsx new file mode 100644 index 0000000..a0c546d --- /dev/null +++ b/web/src/app/components/StatusMessage.tsx @@ -0,0 +1,35 @@ +"use client"; + +import { useEffect, useState } from "react"; + +interface StatusMessageProps { + message: string; + type: "success" | "error" | "idle"; +} + +export default function StatusMessage({ message, type }: StatusMessageProps) { + const [visible, setVisible] = useState(false); + + useEffect(() => { + setVisible(!!(message && type !== "idle")); + }, [message, type]); + + if (!message || type === "idle") return null; + + const colorMap = { + success: "text-emerald-600", + error: "text-red-500", + idle: "", + }; + + return ( +

+ {message} +

+ ); +} diff --git a/web/src/app/components/UploadView.tsx b/web/src/app/components/UploadView.tsx new file mode 100644 index 0000000..f094ed0 --- /dev/null +++ b/web/src/app/components/UploadView.tsx @@ -0,0 +1,204 @@ +"use client"; + +import { useState, useRef, useCallback, DragEvent } from "react"; +import { getPresignedUrl, uploadToS3WithProgress, notifyProcessing } from "@/app/lib/api"; +import StatusMessage from "./StatusMessage"; +import ProgressBar from "./ProgressBar"; + +interface UploadViewProps { + token: string; + onUnauthorized: () => void; + onLogout: () => void; +} + +export default function UploadView({ token, onUnauthorized, onLogout }: UploadViewProps) { + const [selectedFile, setSelectedFile] = useState(null); + const [isDragOver, setIsDragOver] = useState(false); + const [uploadProgress, setUploadProgress] = useState(0); + const [uploading, setUploading] = useState(false); + const [status, setStatus] = useState<{ message: string; type: "success" | "error" | "idle" }>({ + message: "", type: "idle", + }); + + const fileInputRef = useRef(null); + + const handleFileSelect = useCallback((file: File | null) => { + if (!file) return; + setSelectedFile(file); + setStatus({ message: "", type: "idle" }); + setUploadProgress(0); + }, []); + + const prevent = (e: DragEvent) => { e.preventDefault(); e.stopPropagation(); }; + const handleDragEnter = (e: DragEvent) => { prevent(e); setIsDragOver(true); }; + const handleDragLeave = (e: DragEvent) => { prevent(e); setIsDragOver(false); }; + const handleDrop = (e: DragEvent) => { + prevent(e); + setIsDragOver(false); + const f = e.dataTransfer.files?.[0]; + if (f) handleFileSelect(f); + }; + + const handleUpload = async () => { + if (!selectedFile) return; + setStatus({ message: "", type: "idle" }); + setUploading(true); + setUploadProgress(0); + try { + const { url, fileId } = await getPresignedUrl(selectedFile.type || "application/octet-stream", token); + await uploadToS3WithProgress(selectedFile, url, (pct) => setUploadProgress(pct)); + try { await notifyProcessing(fileId, token); } catch { /* non-fatal */ } + setStatus({ message: `Upload complete — File ID: ${fileId}`, type: "success" }); + setSelectedFile(null); + setUploadProgress(0); + if (fileInputRef.current) fileInputRef.current.value = ""; + } catch (err: unknown) { + if (err instanceof Error && err.message === "UNAUTHORIZED") { onUnauthorized(); return; } + setStatus({ message: err instanceof Error ? err.message : "Upload failed.", type: "error" }); + } finally { + setUploading(false); + } + }; + + const formatSize = (b: number) => + b >= 1024 * 1024 ? `${(b / 1024 / 1024).toFixed(1)} MB` : `${(b / 1024).toFixed(0)} KB`; + + return ( +
+ + {/* ── Top nav bar ── */} +
+
+
+ + + + + +
+ S3 Upload +
+ + +
+ + {/* ── Heading ── */} +

+ Upload a file +

+ + {/* ── Subtitle ── */} +

+ Files are securely uploaded to S3 via a presigned URL. +

+ + {/* ── Drop zone ── */} +
fileInputRef.current?.click()} + className={`relative rounded-xl border-2 border-dashed cursor-pointer transition-all duration-150 ${ + isDragOver + ? "border-black bg-neutral-50" + : "border-neutral-200 hover:border-neutral-300 bg-white hover:bg-neutral-50/60" + }`} + > + handleFileSelect(e.target.files?.[0] ?? null)} + /> + +
+ {selectedFile ? ( + <> +
+ + + + +
+

+ {selectedFile.name} +

+

+ {formatSize(selectedFile.size)} +

+ + Click to change + + + ) : ( + <> +
+ + + + + +
+

+ Drag & drop your file here +

+

+ or{" "} + + browse files + +

+ + )} +
+
+ + {/* ── Progress bar ── */} +
+ +
+ + {/* ── Upload button ── */} +
+ +
+ + {/* ── Status message ── */} +
+ +
+ +
+ ); +} diff --git a/web/src/app/favicon.ico b/web/src/app/favicon.ico new file mode 100644 index 0000000000000000000000000000000000000000..718d6fea4835ec2d246af9800eddb7ffb276240c GIT binary patch literal 25931 zcmeHv30#a{`}aL_*G&7qml|y<+KVaDM2m#dVr!KsA!#An?kSQM(q<_dDNCpjEux83 zLb9Z^XxbDl(w>%i@8hT6>)&Gu{h#Oeyszu?xtw#Zb1mO{pgX9699l+Qppw7jXaYf~-84xW z)w4x8?=youko|}Vr~(D$UXIbiXABHh`p1?nn8Po~fxRJv}|0e(BPs|G`(TT%kKVJAdg5*Z|x0leQq0 zkdUBvb#>9F()jo|T~kx@OM8$9wzs~t2l;K=woNssA3l6|sx2r3+kdfVW@e^8e*E}v zA1y5{bRi+3Z`uD3{F7LgFJDdvm;nJilkzDku>BwXH(8ItVCXk*-lSJnR?-2UN%hJ){&rlvg`CDTj z)Bzo!3v7Ou#83zEDEFcKt(f1E0~=rqeEbTnMvWR#{+9pg%7G8y>u1OVRUSoox-ovF z2Ydma(;=YuBY(eI|04{hXzZD6_f(v~H;C~y5=DhAC{MMS>2fm~1H_t2$56pc$NH8( z5bH|<)71dV-_oCHIrzrT`2s-5w_+2CM0$95I6X8p^r!gHp+j_gd;9O<1~CEQQGS8) zS9Qh3#p&JM-G8rHekNmKVewU;pJRcTAog68KYo^dRo}(M>36U4Us zfgYWSiHZL3;lpWT=zNAW>Dh#mB!_@Lg%$ms8N-;aPqMn+C2HqZgz&9~Eu z4|Kp<`$q)Uw1R?y(~S>ePdonHxpV1#eSP1B;Ogo+-Pk}6#0GsZZ5!||ev2MGdh}_m 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z-nLZC*6Tgivd5V`K%GxhBsp@SUU60-rfc$=wb>zdJzXS&-5(NRRodFk;Kxk!S(O(a0e7oY=E( zAyS;Ow?6Q&XA+cnkCb{28_1N8H#?J!*$MmIwLq^*T_9-z^&UE@A(z9oGYtFy6EZef LrJugUA?W`A8`#=m literal 0 HcmV?d00001 diff --git a/web/src/app/globals.css b/web/src/app/globals.css new file mode 100644 index 0000000..64facee --- /dev/null +++ b/web/src/app/globals.css @@ -0,0 +1,19 @@ +@import "tailwindcss"; + +@theme { + --color-background: #ffffff; + --font-family-sans: var(--font-inter), "Inter", -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif; +} + +/* Force white canvas — overrides Tailwind v4 preflight which greys the html element */ +html { + background-color: #ffffff; +} + +body { + background-color: #ffffff; + color: #111111; + min-height: 100vh; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} diff --git a/web/src/app/hooks/useAuth.ts b/web/src/app/hooks/useAuth.ts new file mode 100644 index 0000000..32d8987 --- /dev/null +++ b/web/src/app/hooks/useAuth.ts @@ -0,0 +1,57 @@ +"use client"; + +import { useState, useEffect, useCallback } from "react"; + +const TOKEN_KEY = "token"; + +function getStoredToken(): string | null { + if (typeof window === "undefined") return null; + + // Check localStorage + const lsToken = localStorage.getItem(TOKEN_KEY); + if (lsToken) return lsToken; + + // Check cookies + const cookie = document.cookie + .split(";") + .find((c) => c.trim().startsWith(`${TOKEN_KEY}=`)); + return cookie ? cookie.trim().split("=")[1] : null; +} + +function persistToken(token: string) { + localStorage.setItem(TOKEN_KEY, token); + document.cookie = `${TOKEN_KEY}=${token}; path=/; max-age=3600`; +} + +function clearToken() { + localStorage.removeItem(TOKEN_KEY); + document.cookie = `${TOKEN_KEY}=; Max-Age=0; path=/;`; +} + +export function useAuth() { + const [token, setToken] = useState(null); + const [isChecking, setIsChecking] = useState(true); + + useEffect(() => { + setToken(getStoredToken()); + setIsChecking(false); + }, []); + + const login = useCallback((newToken: string) => { + persistToken(newToken); + setToken(newToken); + }, []); + + const logout = useCallback(() => { + clearToken(); + setToken(null); + }, []); + + return { + token, + isLoggedIn: !!token, + isChecking, + login, + logout, + }; +} diff --git a/web/src/app/layout.tsx b/web/src/app/layout.tsx new file mode 100644 index 0000000..1e6fb83 --- /dev/null +++ b/web/src/app/layout.tsx @@ -0,0 +1,32 @@ +import type { Metadata } from "next"; +import { Inter } from "next/font/google"; +import "./globals.css"; + +const inter = Inter({ + variable: "--font-inter", + subsets: ["latin"], + weight: ["400", "500", "600", "700"], +}); + +export const metadata: Metadata = { + title: "S3 Upload Portal", + description: + "Securely upload files directly to S3 with pre-signed URLs. Fast, private, and reliable file uploads.", +}; + +export default function RootLayout({ + children, +}: Readonly<{ + children: React.ReactNode; +}>) { + return ( + + + {children} + + + ); +} diff --git a/web/src/app/lib/api.ts b/web/src/app/lib/api.ts new file mode 100644 index 0000000..9272a28 --- /dev/null +++ b/web/src/app/lib/api.ts @@ -0,0 +1,122 @@ +// Typed API helpers — all calls go through the Next.js rewrite proxy (/api → localhost:8080/api) + +const API_BASE = "/api"; + +export interface AuthResponse { + user: { id: string; email: string }; + token: string; + message?: string; +} + +export interface PresignedUrlResponse { + url: string; + fileId: string; + message?: string; +} + +// ── Auth ───────────────────────────────────────────────────────────────────── + +export async function loginUser( + email: string, + password: string +): Promise { + const res = await fetch(`${API_BASE}/auth/login`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ email, password }), + }); + const data = await res.json(); + if (!res.ok) throw new Error(data.message || "Login failed"); + return data as AuthResponse; +} + +export async function registerUser( + email: string, + password: string +): Promise { + const res = await fetch(`${API_BASE}/auth/register`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ email, password }), + }); + const data = await res.json(); + if (!res.ok) throw new Error(data.message || "Registration failed"); + return data as AuthResponse; +} + +// ── Upload ──────────────────────────────────────────────────────────────────── + +export async function getPresignedUrl( + contentType: string, + token: string +): Promise { + const res = await fetch(`${API_BASE}/s3/upload`, { + method: "POST", + headers: { + "Content-Type": "application/json", + Authorization: `Bearer ${token}`, + }, + credentials: "include", + body: JSON.stringify({ contentType }), + }); + + if (res.status === 401) { + throw new Error("UNAUTHORIZED"); + } + if (!res.ok) { + throw new Error("Failed to get upload URL"); + } + + return res.json() as Promise; +} + +export async function notifyProcessing( + fileId: string, + token: string +): Promise { + await fetch(`${API_BASE}/s3/process`, { + method: "POST", + headers: { + "Content-Type": "application/json", + Authorization: `Bearer ${token}`, + }, + credentials: "include", + body: JSON.stringify({ fileId }), + }); +} + +export function uploadToS3WithProgress( + file: File, + presignedUrl: string, + onProgress: (pct: number) => void +): Promise { + return new Promise((resolve, reject) => { + const xhr = new XMLHttpRequest(); + + xhr.upload.addEventListener("progress", (e) => { + if (e.lengthComputable) { + onProgress((e.loaded / e.total) * 100); + } + }); + + xhr.addEventListener("load", () => { + if (xhr.status >= 200 && xhr.status < 300) { + resolve(); + } else { + reject(new Error(`S3 responded with status ${xhr.status}`)); + } + }); + + xhr.addEventListener("error", () => + reject(new Error("Network error during upload")) + ); + xhr.addEventListener("abort", () => reject(new Error("Upload aborted"))); + + xhr.open("PUT", presignedUrl, true); + xhr.setRequestHeader( + "Content-Type", + file.type || "application/octet-stream" + ); + xhr.send(file); + }); +} diff --git a/web/src/app/page.tsx b/web/src/app/page.tsx new file mode 100644 index 0000000..ceb7a18 --- /dev/null +++ b/web/src/app/page.tsx @@ -0,0 +1,27 @@ +"use client"; + +import { useAuth } from "@/app/hooks/useAuth"; +import AuthForm from "@/app/components/AuthForm"; +import UploadView from "@/app/components/UploadView"; + +export default function HomePage() { + const { token, isLoggedIn, isChecking, login, logout } = useAuth(); + + if (isChecking) { + return ( +
+
+
+ ); + } + + return ( +
+ {isLoggedIn && token ? ( + + ) : ( + + )} +
+ ); +} diff --git a/web/tsconfig.json b/web/tsconfig.json new file mode 100644 index 0000000..cf9c65d --- /dev/null +++ b/web/tsconfig.json @@ -0,0 +1,34 @@ +{ + "compilerOptions": { + "target": "ES2017", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "react-jsx", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": ["./src/*"] + } + }, + "include": [ + "next-env.d.ts", + "**/*.ts", + "**/*.tsx", + ".next/types/**/*.ts", + ".next/dev/types/**/*.ts", + "**/*.mts" + ], + "exclude": ["node_modules"] +} From ffeaef56a81caf6d55ccb02b3040eedafcb7a833 Mon Sep 17 00:00:00 2001 From: vector17002 Date: Fri, 5 Jun 2026 23:43:10 +0530 Subject: [PATCH 4/4] added summary worker and optimised api-worker container. changed the architecture of summarising the vidoe --- GEMINI.md | 62 +++ INTERVIEW_REVISION.md | 488 ++++++++++++++++++++ README.md | 28 +- docker-compose.yml | 3 +- server/.env.example | 5 +- server/Dockerfile | 56 +-- server/drizzle/0003_polite_stingray.sql | 3 + server/drizzle/0004_cooing_red_skull.sql | 2 + server/drizzle/meta/0003_snapshot.json | 256 +++++++++++ server/drizzle/meta/0004_snapshot.json | 256 +++++++++++ server/drizzle/meta/_journal.json | 21 + server/package-lock.json | 536 +++++++++++++++++++++- server/package.json | 9 +- server/src/ai-worker.ts | 2 + server/src/models/video.model.ts | 5 +- server/src/services/summary.service.ts | 40 ++ server/src/services/transcribe.service.ts | 4 +- server/src/workers/summary.queue.ts | 15 + server/src/workers/summary.worker.ts | 33 ++ server/src/workers/transcribe.worker.ts | 9 +- server/tsconfig.tsbuildinfo | 2 +- 21 files changed, 1774 insertions(+), 61 deletions(-) create mode 100644 GEMINI.md create mode 100644 INTERVIEW_REVISION.md create mode 100644 server/drizzle/0003_polite_stingray.sql create mode 100644 server/drizzle/0004_cooing_red_skull.sql create mode 100644 server/drizzle/meta/0003_snapshot.json create mode 100644 server/drizzle/meta/0004_snapshot.json create mode 100644 server/src/services/summary.service.ts create mode 100644 server/src/workers/summary.queue.ts create mode 100644 server/src/workers/summary.worker.ts diff --git a/GEMINI.md b/GEMINI.md new file mode 100644 index 0000000..da9d71e --- /dev/null +++ b/GEMINI.md @@ -0,0 +1,62 @@ +# Video Thumbnail Processing POC - Project Instructions + +## Project Overview +This repository contains a Proof of Concept (POC) for a video processing pipeline. It enables users to upload videos directly to AWS S3 and triggers asynchronous background tasks for transcoding, HLS stream generation, and thumbnail extraction. + +## Core Technologies +- **Frontend**: Next.js 16 (App Router), React 19, Tailwind CSS 4. +- **Backend**: Node.js (Express 5). +- **Database**: PostgreSQL (Neon) with Drizzle ORM. +- **Task Queue**: BullMQ with Redis. +- **Video Processing**: FFmpeg (via `fluent-ffmpeg`). +- **Storage**: AWS S3. +- **Containerization**: Docker & Docker Compose. + +## Architecture +1. **Direct S3 Upload**: The frontend requests a pre-signed URL from the backend and uploads the file directly to S3 to avoid server bottlenecks. +2. **Async Processing**: After upload, the backend enqueues jobs in BullMQ. +3. **Decoupled Workers**: A separate worker process (`server/src/worker.ts`) handles the heavy lifting of video processing. + +## Development Workflows + +### Infrastructure +Use `docker-compose up` to start Redis and local Neon Postgres. + +### Backend Development +- Located in `/server`. +- Uses ES Modules. **Always use `.js` extensions in relative imports** (e.g., `import { x } from './utils.js'`) as per `module: nodenext`. +- Use `npm run db:generate` and `npm run db:push` for database schema updates. +- Main entry points: `src/server.ts` (API), `src/worker.ts` (BullMQ Workers), and `src/ai-worker.ts` (transcription & summarization BullMQ Workers). + +### Frontend Development +- Located in `/web`. +- Uses Next.js App Router. +- Tailwind CSS 4 for styling. + +## Coding Conventions + +### Backend (Express) +- Use **Zod** for request validation. +- Use **Drizzle ORM** for database interactions. +- Business logic should reside in `src/services/`. +- Heavy/Long-running tasks MUST be handled via `src/workers/`. +- Maintain ESM compliance (explicit `.js` extensions in imports). +- **Logging**: The project uses a custom logging system in `src/utils/logger.ts` that overrides global `console` methods and writes to `server/logs/log.txt`. Use standard `console.log`, `console.error`, etc., for logging. + +### Frontend (Next.js) +- Use functional components and hooks. +- Prefer Tailwind utility classes for styling. +- API calls should be centralized in `src/lib/api.ts`. +- Components are located in `src/app/components/`. + +## Security & Safety +- **NEVER** commit the `.env` file. +- All AWS and Database credentials must be managed via environment variables. +- Ensure S3 buckets are configured with appropriate CORS policies (see `server/scripts/setup-s3-cors.ts`). + +## Key File Locations +- `server/src/models/`: Database schemas. +- `server/src/services/`: Core business logic (including LLM summarization and transcription services). +- `server/src/workers/`: BullMQ queue and worker definitions (transcode, HLS, thumbnail, transcription, and summarization). +- `web/src/app/components/`: Reusable UI components. +- `web/src/lib/api.ts`: Frontend API client. diff --git a/INTERVIEW_REVISION.md b/INTERVIEW_REVISION.md new file mode 100644 index 0000000..9b7cba8 --- /dev/null +++ b/INTERVIEW_REVISION.md @@ -0,0 +1,488 @@ +# Video Processing Pipeline — Interview Revision Guide + +--- + +## 1. Project Overview + +A **Proof of Concept** for a production-grade video processing pipeline. Users upload videos that are then asynchronously transcoded, segmented into HLS streams, thumbnailed, transcribed (speech-to-text), and summarized — all without blocking the API server. + +**Core problem it solves:** Video processing is CPU/time intensive. Doing it synchronously would block the HTTP server. The design off-loads all heavy work to decoupled background workers. + +--- + +## 2. Full Tech Stack + +| Layer | Technology | Why | +|---|---|---| +| Frontend | Next.js 16 (App Router) + React 19 | SSR, file upload UI | +| Styling | Tailwind CSS 4 | Utility-first rapid UI | +| Backend API | Node.js + Express 5 | REST API, pre-signed URL generation | +| Language | TypeScript (ESM, `module: nodenext`) | Type safety, `.js` extensions in imports | +| Database | PostgreSQL (Neon) | Managed serverless Postgres | +| ORM | Drizzle ORM | Type-safe SQL, schema-as-code | +| Task Queue | BullMQ + Redis | Async job queuing with retries | +| Video Processing | FFmpeg via `fluent-ffmpeg` | Transcode, HLS segmentation, thumbnails | +| Speech-to-text | faster-whisper (Python) | CPU-efficient Whisper inference | +| AI Summarization | Gemini 3.1 Pro (via `deepagents`) | LLM-based transcript summarization | +| Storage | AWS S3 | Object storage for all media assets | +| Containerization | Docker + Docker Compose | Multi-service local dev & deploy | +| CI/CD | GitHub Actions → Amazon ECR → ECS | Automated build & deploy pipeline | +| Auth | JWT + bcrypt | Stateless auth, hashed passwords | + +--- + +## 3. High-Level Architecture + +``` +User Browser + │ + │ 1. POST /api/s3/upload → get pre-signed URL + fileId + │ 2. PUT → upload directly to S3 (bypasses server) + │ 3. POST /api/s3/process → trigger processing pipeline + ▼ +Express API Server (api container) + │ + ├── Writes video record to PostgreSQL (status: processing) + ├── Stores metadata in Redis (fileId → { userId, contentType }) + └── Enqueues transcodeJob → BullMQ → Redis + │ + ▼ + Transcode Worker (worker container) + │ + ├── Downloads video from S3 via pre-signed URL + ├── Runs FFmpeg → 4 resolutions (1080p, 720p, 480p, 360p) + ├── Uploads .mp4 files back to S3 + │ + ├── Enqueues → thumbnailQueue (parallel) + ├── Enqueues → hlsQueue (after transcode) + └── Enqueues → transcribeQueue (parallel) + │ + ┌─────────┼─────────┐ + ▼ ▼ ▼ + Thumbnail HLS Transcribe & Summary Worker (ai-worker container) + Worker Worker │ + │ │ ├── transcribeWorker: + │ │ │ ├── Downloads original video + │ │ │ ├── Extracts 16kHz mono WAV (FFmpeg) + │ │ │ ├── Runs faster-whisper (Python subprocess) + │ │ │ ├── Uploads transcript.json → S3 + │ │ │ └── Enqueues plainText → summaryQueue + │ │ │ + │ │ └── summaryWorker: + │ │ └── Invokes Gemini API (deepagents) + │ │ Saves summary text to DB + │ │ Updates summaryStatus to completed + │ │ + │ └── Segments each resolution into .ts + .m3u8 + │ Uploads HLS files → S3 + │ + └── Extracts 1 frame/5s → thumb_001.jpg … default.jpg + Uploads thumbnails → S3 +``` + +--- + +## 4. Key Design Decisions & Concepts + +### 4.1 Direct S3 Upload (Pre-signed URLs) + +**Problem:** If the client uploads the video through the Express server, it would consume the server's bandwidth and memory for every upload. + +**Solution:** The server generates a **pre-signed PUT URL** (signed with AWS credentials, valid for 50 min) and returns it to the frontend. The browser uploads directly to S3, the server never sees the bytes. + +``` +Frontend → GET pre-signed URL from backend → PUT video bytes directly to S3 +``` + +**Interview angle:** "Why not upload through server?" → bandwidth bottleneck, single point of failure, memory pressure. + +**Code:** `getUploadUrl()` in `utils/getPresignedUrl.ts` uses `@aws-sdk/s3-request-presigner`. + +S3 key convention: +``` +{env}/users/{userId}/{fileId}/original ← uploaded video +{env}/users/{userId}/{fileId}/resolutions/720p.mp4 +{env}/users/{userId}/{fileId}/hls/720p/segment_000.ts +{env}/users/{userId}/{fileId}/thumbnails/thumb_001.jpg +{env}/users/{userId}/{fileId}/transcript.json +``` + +--- + +### 4.2 Asynchronous Job Queue (BullMQ + Redis) + +**BullMQ** is a Node.js job queue library built on top of Redis. Jobs are serialized as JSON and stored in Redis sorted sets/lists. + +**Why BullMQ over alternatives?** +- Built-in retry with exponential backoff +- Job persistence (survives restarts) +- Separate producer (API) and consumer (worker) processes +- Job events (completed/failed listeners) + +**Queues in this project:** + +| Queue | Producer | Consumer | Retry Config | +|---|---|---|---| +| `transcodeQueue` | `s3ProcessService` | `transcodeWorker` | 5 attempts, exponential 3s base | +| `hlsQueue` | `transcodeWorker` | `hlsWorker` | default | +| `thumbnailQueue` | `transcodeWorker` | `thumbnailWorker` | default | +| `transcribeQueue` | `transcodeWorker` | `transcribeWorker` | default | +| `summaryQueue` | `transcribeWorker` | `summaryWorker` | 5 attempts, exponential 5s base | + +**Exponential Backoff Formula:** +``` +delay = BASE_DELAY × 2^(attemptsMade - 1) +→ Attempt 1: 3s, Attempt 2: 6s, Attempt 3: 12s, Attempt 4: 24s +``` + +**Job lifecycle:** `waiting → active → completed | failed → (retry if attempts left)` + +**`removeOnComplete: true`** — completed jobs are cleaned from Redis to save memory. +**`removeOnFail: false`** — failed jobs stay for inspection/debugging. + +--- + +### 4.3 Video Transcoding (FFmpeg) + +**What is transcoding?** Converting a video from one format/resolution/codec to another. + +**Why multiple resolutions?** Adaptive bitrate streaming — the player picks the right quality for the viewer's bandwidth (Adaptive Bitrate Streaming / ABR). + +**Process:** +1. Download original from S3 (via pre-signed URL → axios → local disk) +2. Run FFmpeg in parallel across 4 resolutions using `Promise.all`: + - `1920x1080` (1080p), `1280x720` (720p), `854x480` (480p), `640x360` (360p) +3. Codec: `libx264` (video) + `aac` (audio) +4. Upload all `.mp4` files to S3 +5. Delete local originals after upload + +**Interview angle:** "Why run transcodes in parallel?" → `Promise.all` — all 4 FFmpeg processes run concurrently, not sequentially, cutting total time to that of the slowest resolution. + +--- + +### 4.4 HLS (HTTP Live Streaming) + +**What is HLS?** A streaming protocol by Apple. A video is split into small `.ts` (MPEG-TS) segment files (e.g., 6s each) and a `.m3u8` playlist manifest that lists all segments. The player fetches segments on demand. + +**Why HLS over serving raw .mp4?** +- Seekable without downloading the entire file +- Adaptive bitrate switching (player swaps playlists mid-stream) +- CDN-friendly (small cacheable chunks) + +**HLS key files:** +- `720p.m3u8` — playlist manifest +- `segment_000.ts`, `segment_001.ts` … — 6-second chunks + +**FFmpeg flags used:** +``` +-codec copy → no re-encoding (just repackage existing h264 into .ts) +-hls_time 6 → 6-second segments +-hls_list_size 0 → include all segments in playlist (VOD mode) +``` + +**Optimization:** HLS worker receives `localPath` from the transcode worker via job data — avoids re-downloading already-transcoded files from S3. + +--- + +### 4.5 Thumbnail Generation + +- FFmpeg extracts **1 frame every 5 seconds**: `-vf fps=1/5` +- Output: `thumb_001.jpg`, `thumb_002.jpg`, … +- `thumb_001.jpg` is copied as `default.jpg` (cover image) +- All thumbnails uploaded to S3, local files deleted immediately after upload + +**Triggered in parallel** with transcoding by the transcode worker (both jobs enqueued before transcoding blocks). + +--- + +### 4.6 Speech-to-Text with faster-whisper + +**faster-whisper** is a re-implementation of OpenAI Whisper using CTranslate2 — runs on CPU with `int8` quantization (much faster than original Whisper, no GPU needed). + +**Pipeline:** +1. Download original video from S3 +2. FFmpeg extracts **mono 16kHz WAV** — Whisper's preferred input format +3. Run faster-whisper via **Python subprocess** (inline Python script via `-c` flag) +4. Parse JSON output: `{ language, duration, segments: [{start, end, text}] }` +5. Combine into `plainText`, upload `transcript.json` to S3 +6. Store S3 key in DB (`transcriptKey`), update `transcriptStatus` + +**Why Python subprocess from Node.js?** faster-whisper is a Python library. Spawning a Python process from Node using `child_process.spawn` avoids maintaining a separate HTTP service. + +**Why Debian (node:22-slim) not Alpine for ai-worker?** +- PyAV (faster-whisper dependency) has no pre-built Alpine/musl wheels +- Its Cython compilation fails on Python 3.12 + Alpine +- Debian has pre-built wheels → no compilation needed → faster builds + +**Model weights baked into Docker image at build time:** +```dockerfile +RUN python3 -c "from faster_whisper import WhisperModel; WhisperModel('base', device='cpu', compute_type='int8')" +``` +This pre-downloads weights so container startup is instant. + +--- + +### 4.7 AI Summarization (BullMQ Worker in AI Worker Container) + +**Design:** The summary generation is processed asynchronously by the `summaryWorker` running inside the `ai-worker` container. When transcription is completed, the `transcribeWorker` enqueues a summarization job with the plain text transcript (`transcript.plainText`) into BullMQ's `summary` queue. The `summaryWorker` picks up the job and calls the Gemini API via the `deepagents` SDK. + +**Key details:** +- **Trigger:** Enqueued automatically by `transcribeWorker` with the plain text of the transcript. +- **Library:** Uses the `deepagents` SDK to define an autonomous AI agent (`video-summary-agent`) with system instructions to analyze the plain text and output a concise, structured summary (no extra explanations). +- **LLM:** Powered by `google-genai:gemini-2.5-flash`. +- **Storage:** Persists the final generated summary text directly in the database (`summary` column of `videoTable`) and updates the `summaryStatus` to `completed` or `failed`. + +--- + +### 4.8 Database Schema (Drizzle ORM + PostgreSQL) + +**videoTable** — tracks per-video processing state: + +| Column | Type | Purpose | +|---|---|---| +| `id` | text PK | fileId (UUID) | +| `userId` | text FK | Owner | +| `status` | enum | Overall: `not-started \| processing \| completed \| failed` | +| `trancodeStatus` | enum | Per-stage status | +| `hlsStatus` | enum | Per-stage status | +| `thumbnailStatus` | enum | Per-stage status | +| `transcriptStatus` | enum | Per-stage status | +| `summaryStatus` | enum | Per-stage status | +| `transcriptKey` | text | S3 path of transcript.json | +| `summaryKey` | text | S3 path of summary | +| `originalVideoKey` | text | S3 path of uploaded video | +| `hlsManifestKey` | text | S3 path of master .m3u8 | + +**Why Drizzle over Prisma?** Drizzle is schema-first, generates SQL, has a smaller runtime footprint, and integrates naturally with Neon's serverless HTTP driver. + +**Neon** is a serverless Postgres — connection is made via HTTP (`neon-http` driver), suitable for serverless/edge environments. + +--- + +### 4.9 Authentication (JWT + bcrypt) + +- **bcrypt** hashes passwords with salt rounds = 10 (industry standard) +- **JWT** is issued on register/login, verified via middleware on protected routes +- Token is passed as `Authorization: Bearer ` header or cookie +- `authMiddleware` verifies the token and attaches user to request + +--- + +### 4.10 Docker Multi-Stage Build + +The single `Dockerfile` produces **3 separate production images** from shared build stages: + +``` +Stage 1: builder → compiles TypeScript → /app/dist +Stage 2: prod-deps → installs only production npm deps + +Stage 3a: api → node:22-alpine (no FFmpeg) → dist/index.js +Stage 3b: worker → node:22-alpine + FFmpeg → dist/worker.js +Stage 3c: ai-worker→ node:22-slim + FFmpeg + Python + faster-whisper → dist/ai-worker.js +``` + +**Benefits of multi-stage:** +- `api` image is tiny (no FFmpeg, no Python) +- Layer cache: deps stage re-used across all 3 final images +- Each image has exactly what it needs — minimal attack surface + +--- + +### 4.11 CI/CD Pipeline (GitHub Actions → ECR → ECS) + +**Trigger:** Push to `main`/`master` on `server/**` or `summary-server/**` paths. + +**4-job pipeline:** + +``` +changes (path detection) + ├── build-server (matrix: api | worker | ai-worker) + │ ├── OIDC auth to AWS (no static IAM keys) + │ ├── Login to ECR + │ ├── Build & push with GHA layer cache + │ └── Tags: {sha}, {branch}, latest (on main only) + │ + ├── build-summary-server + │ └── Same pattern for summary-server image + │ + └── deploy (main only, after builds succeed) + ├── aws ecs update-service --force-new-deployment (api) + ├── aws ecs update-service --force-new-deployment (worker) + └── aws ecs update-service --force-new-deployment (ai-worker) +``` + +**Key concepts:** +- **OIDC (OpenID Connect):** GitHub Actions exchanges a short-lived OIDC token for AWS credentials — no long-lived `AWS_ACCESS_KEY_ID` secrets needed +- **Path filtering (dorny/paths-filter):** Only rebuilds services whose code changed +- **Docker layer caching:** `cache-from/cache-to: type=gha` uses GitHub Actions cache to speed up subsequent builds +- **Matrix strategy:** Builds api/worker/ai-worker in parallel as separate matrix jobs +- **`provenance: false`:** Keeps manifest format compatible with older ECS task definitions + +--- + +## 5. Data Flow — End to End + +``` +1. User hits /api/s3/upload + → Server generates pre-signed PUT URL (S3) + fileId + → Inserts video row in DB (status: not-started) + → Stores { userId, contentType } in Redis under fileId + +2. Browser uploads video bytes directly to S3 PUT URL + +3. User hits /api/s3/process (after upload confirms) + → Reads metadata from Redis + → Updates DB status → processing + → Enqueues transcodeJob in BullMQ + +4. transcodeWorker picks up job + → Downloads video from S3 (pre-signed GET) + → Spawns FFmpeg × 4 resolutions in parallel + → Uploads transcoded .mp4s to S3 + → Enqueues thumbnailJob, hlsJob, transcribeJob + → Updates DB: trancodeStatus → completed + +5a. thumbnailWorker + → Extracts frames with FFmpeg + → Uploads .jpg files to S3 + → Updates DB: thumbnailStatus → completed + +5b. hlsWorker + → Segments each resolution into .ts + .m3u8 with FFmpeg + → Uploads all HLS files to S3 + → Updates DB: hlsStatus → completed + +5c. transcribeWorker (ai-worker container) + → Downloads original video + → Extracts 16kHz mono WAV (FFmpeg) + → Runs faster-whisper (Python subprocess) + → Uploads transcript.json to S3 + → Saves S3 key in DB, transcriptStatus → completed + → Enqueues plain text of transcript in the `summary` queue + +6. summaryWorker (ai-worker container) + → Receives job with the plain text transcript + → Invokes Gemini API via `deepagents` using the `gemini-2.5-flash` model + → Extracts summary content and saves it in the database (`summary` column of `videoTable`) + → Updates DB `summaryStatus` to `completed` (or `failed` if an error occurs) +``` + +--- + +## 6. Infrastructure & Local Dev + +**Docker Compose services:** +- `redis` — Redis 7 Alpine, healthcheck with `redis-cli ping` +- `api` — API server (lightweight, no FFmpeg) +- `worker` — Transcode + HLS + thumbnail worker (FFmpeg) +- `ai-worker` — AI worker container running both the transcription worker (FFmpeg + Python + Whisper) and the summarization worker (Gemini via `deepagents`, requires `GEMINI_API_KEY`) + +**Memory limits:** +- `worker`: 2GB (FFmpeg for 4 concurrent transcodes) +- `ai-worker`: 2GB (Whisper `base` model needs ~1GB) + +**Database:** Neon (serverless Postgres, accessed via HTTP). `docker-compose` does NOT run Postgres locally — Neon is always remote. + +--- + +## 7. API Endpoints + +| Method | Route | Auth | Description | +|---|---|---|---| +| POST | `/api/auth/register` | No | Create account, returns JWT | +| POST | `/api/auth/login` | No | Login, returns JWT | +| POST | `/api/s3/upload` | Yes | Get pre-signed upload URL | +| GET | `/api/s3/get/:fileId` | Yes | Get pre-signed download URL | +| POST | `/api/s3/process` | Yes | Trigger processing pipeline | + +--- + +## 8. Error Handling & Resilience + +- **Exponential backoff retries:** `transcodeQueue` → 5 attempts, delay doubles each time (3s → 6s → 12s → 24s → 48s) +- **DB status tracking:** Every stage updates `*Status` column — UI can poll for progress +- **Failed job retention:** `removeOnFail: false` keeps failed jobs in Redis for inspection +- **File cleanup:** Every worker deletes local temp files immediately after S3 upload to prevent disk exhaustion +- **Idempotency check:** HLS worker checks if `localPath` still exists before processing (handles job retries safely) +- **Uncaught exception handler:** `logger.ts` catches `uncaughtException` and `unhandledRejection` and writes to `logs/log.txt` + +--- + +## 9. Common Interview Questions & Answers + +**Q: Why not use AWS Lambda for video processing?** +A: Lambda has a 15-minute timeout and 10GB memory limit. Heavy transcoding (1080p H.264) can exceed both. A persistent worker on ECS is more appropriate for long-running, CPU-intensive jobs. + +**Q: Why Redis for metadata and queue?** +A: Redis serves two roles — it's BullMQ's store (job queue state) and a fast ephemeral key-value store for upload metadata. Much faster than querying Postgres for every job pickup. + +**Q: What happens if the worker crashes mid-transcode?** +A: BullMQ marks the active job as stalled (after a lock timeout) and re-queues it. The retry mechanism with exponential backoff picks it up again. DB status stays as `processing` until resolved. + +**Q: Why segment into HLS instead of just serving .mp4?** +A: HLS allows adaptive bitrate streaming (player switches quality based on bandwidth), enables seeking without full download, and is CDN-friendly due to small cacheable chunks. + +**Q: How is OIDC better than static IAM keys in CI/CD?** +A: OIDC tokens are short-lived (minutes). No secret to rotate or leak. GitHub's identity provider signs the token; AWS verifies it and issues temporary credentials via STS AssumeRoleWithWebIdentity. + +**Q: Why `Promise.all` for transcoding?** +A: All 4 FFmpeg processes are I/O and CPU bound. Running them concurrently means total time ≈ time of slowest resolution, not sum of all resolutions. + +**Q: How does faster-whisper differ from OpenAI Whisper?** +A: faster-whisper uses CTranslate2 (optimized inference engine) instead of PyTorch. With `int8` quantization it uses less memory and runs faster on CPU, making it viable without a GPU. + +--- + +## 10. Key File Map + +``` +server/ +├── src/ +│ ├── server.ts # HTTP server startup +│ ├── worker.ts # Worker process entry (transcode/hls/thumbnail) +│ ├── ai-worker.ts # AI worker process entry (transcribe + summary) +│ ├── app.ts # Express app, routes, CORS +│ ├── config/ +│ │ ├── db.ts # Drizzle + Neon setup +│ │ ├── redis.ts # ioredis client +│ │ └── s3.ts # AWS S3 client +│ ├── models/ +│ │ ├── user.model.ts # users table schema +│ │ └── video.model.ts # videos table + all status enums +│ ├── services/ +│ │ ├── s3.service.ts # upload/process API handlers +│ │ ├── transcode.service.ts # download, FFmpeg transcode, S3 upload +│ │ ├── hls.service.ts # HLS segmentation + S3 upload +│ │ ├── thumbnail.service.ts # frame extraction + S3 upload +│ │ ├── transcribe.service.ts# audio extraction + Whisper + S3 upload +│ │ ├── summary.service.ts # Gemini AI agent config +│ │ ├── auth.service.ts # bcrypt hash/compare +│ │ └── user.service.ts # DB user queries +│ ├── workers/ +│ │ ├── transcode.queue.ts # BullMQ Queue (retry config) +│ │ ├── transcode.worker.ts # BullMQ Worker (orchestrates pipeline) +│ │ ├── hls.queue.ts / hls.worker.ts +│ │ ├── thumbnail.queue.ts / thumbnail.worker.ts +│ │ ├── transcribe.queue.ts / transcribe.worker.ts +│ │ └── summary.queue.ts / summary.worker.ts +│ ├── utils/ +│ │ ├── getPresignedUrl.ts # S3 pre-signed URL generation +│ │ ├── jwt.ts # JWT sign/verify +│ │ ├── generateId.ts # UUID file ID generation +│ │ └── logger.ts # Console override → log.txt +│ ├── controllers/ +│ │ └── auth.controller.ts # Register/Login handlers +│ ├── middleware/ +│ │ └── auth.middleware.ts # JWT verification middleware +│ └── routes/ +│ ├── auth.routes.ts +│ └── s3.routes.ts +├── Dockerfile # Multi-stage: api / worker / ai-worker +└── docker-compose.yml # Local dev: redis + api + worker + ai-worker + +.github/workflows/ +└── build-push-ecr.yml # CI/CD: build images → ECR → force ECS deploy + +web/ +└── src/app/ # Next.js App Router frontend +``` diff --git a/README.md b/README.md index a050f70..4b4a8b6 100644 --- a/README.md +++ b/README.md @@ -26,10 +26,12 @@ This README is designed to provide context for AI assistants or human developers - Once the S3 upload finishes, the frontend signals the backend via `/api/s3/process` (passing the `fileId`). 4. **Background Workers (BullMQ)**: - The `/api/s3/process` endpoint enqueues jobs onto Redis. - - Separate worker processes pick up these jobs to execute heavy FFmpeg commands asynchronously. - - **Transcode Worker**: Processes/compresses the original video. - - **HLS Worker**: Converts the video into partitioned HLS streams for adaptive bitrate streaming. - - **Thumbnail Worker**: Extracts static thumbnails. + - Separate worker processes pick up these jobs to execute heavy commands asynchronously. + - **Transcode Worker**: Processes/compresses the original video. + - **HLS Worker**: Converts the video into partitioned HLS streams for adaptive bitrate streaming. + - **Thumbnail Worker**: Extracts static thumbnails. + - **Transcribe Worker**: (AI Worker) Downloads video, extracts audio, performs speech-to-text via `faster-whisper`, uploads the transcript file to S3, and enqueues the transcript's plain text onto the `summary` queue. + - **Summary Worker**: (AI Worker) Takes the plain text transcript, invokes the Gemini API via `deepagents` (`gemini-2.5-flash`), saves the generated summary directly in the database (`summary` column), and updates the summary status. ## Directory Structure ```text @@ -40,18 +42,19 @@ videoThumbnailProcessingPOC/ │ ├── src/ │ │ ├── app.ts # Express app middleware and router mounting. │ │ ├── server.ts # Main API server entrypoint. -│ │ ├── worker.ts # Standalone entrypoint for BullMQ workers. +│ │ ├── worker.ts # Standalone entrypoint for BullMQ transcode, HLS, and thumbnail workers. +│ │ ├── ai-worker.ts # Standalone entrypoint for BullMQ transcription and summarization workers. │ │ ├── routes/ # API route definitions (auth, s3). │ │ ├── controllers/ # API route action handlers. │ │ ├── middleware/ # Express middlewares (e.g., JWT auth verification). │ │ ├── models/ # Drizzle ORM schema definitions. │ │ ├── services/ # Business logic, notably S3 integration. -│ │ └── workers/ # Queue and Worker definitions (transcode, hls, thumbnail). +│ │ └── workers/ # Queue and Worker definitions (transcode, hls, thumbnail, transcribe, summary). │ ├── drizzle/ # Database migrations. -│ ├── Dockerfile # Multi-stage Dockerfile building both `api` and `worker` targets. +│ ├── Dockerfile # Multi-stage Dockerfile building `api`, `worker`, and `ai-worker` targets. │ ├── package.json # Dependencies and scripts (drizzle-kit, build, dev). │ └── .env.example # Template for required environment variables. -└── docker-compose.yml # Infrastructure orchestrator (Redis, Neon Postgres, API, Worker). +└── docker-compose.yml # Infrastructure orchestrator (Redis, Neon Postgres, API, Worker, AI Worker). ``` ## Local Development Setup @@ -70,10 +73,11 @@ videoThumbnailProcessingPOC/ docker-compose up --build ``` This command starts: - - `redis`: Used by BullMQ. - - `neon-local`: Local Neon PostgreSQL instance. - - `api`: Node server running on port 8080. - - `worker`: Node process dedicated strictly to processing the BullMQ video queues. + - `redis`: Used by BullMQ. + - `neon-local`: Local Neon PostgreSQL instance. + - `api`: Node server running on port 8080. + - `worker`: Node process dedicated strictly to processing the video/HLS/thumbnail transcoding queues. + - `ai-worker`: Node process dedicated to running the audio transcription and transcript summarization workers (requires a `GEMINI_API_KEY`). 3. **Database Push (if running locally natively)**: ```bash diff --git a/docker-compose.yml b/docker-compose.yml index 4a2a3c4..0fb98ba 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -48,7 +48,7 @@ services: limits: memory: 2G - # ── AI Worker (FFmpeg + faster-whisper transcription) ──── + # ── AI Worker (Whisper transcription & Gemini summarization) ─── ai-worker: build: context: ./server @@ -71,5 +71,6 @@ services: # faster-whisper base model needs ~1 GB; bump for larger models memory: 2G + volumes: redis_data: diff --git a/server/.env.example b/server/.env.example index 9e89bfc..544d1aa 100644 --- a/server/.env.example +++ b/server/.env.example @@ -17,4 +17,7 @@ IOREDIS_URL= # DATABASE Configuration DATABASE_URL= NEON_API_KEY= -NEON_PROJECT_ID= \ No newline at end of file +NEON_PROJECT_ID= + +# Gemini API Configurations +GEMINI_API_KEY= \ No newline at end of file diff --git a/server/Dockerfile b/server/Dockerfile index f3fb8f5..ca99cbd 100644 --- a/server/Dockerfile +++ b/server/Dockerfile @@ -50,41 +50,35 @@ CMD ["node", "dist/worker.js"] # ── Stage 3c: AI Worker (FFmpeg + faster-whisper) ────────────────────────── -# Uses node:22-slim (Debian) instead of Alpine because PyAV (a faster-whisper -# dependency) has no pre-built musl/Alpine wheels and its Cython compilation -# fails on Python 3.12 + Alpine. Debian has pre-built wheels → no compilation -# needed, faster build, smaller attack surface. -# -# Available WHISPER_MODEL values (ascending size / accuracy): -# tiny (~75 MB) | base (~150 MB) | small (~500 MB) | medium | large -FROM node:22-slim AS ai-worker - -# 1. System packages (Debian-based) -RUN apt-get update && apt-get install -y --no-install-recommends \ - ffmpeg \ - python3 \ - python3-pip \ - python3-venv \ - && rm -rf /var/lib/apt/lists/* - -# 2. Isolated Python venv + faster-whisper (CTranslate2-based, no PyTorch) -# Pre-built PyAV wheels on Debian → no compilation required. -ENV VIRTUAL_ENV=/opt/whisper-venv -ENV PATH="$VIRTUAL_ENV/bin:$PATH" - -RUN python3 -m venv "$VIRTUAL_ENV" && \ - pip install --no-cache-dir --upgrade pip && \ - pip install --no-cache-dir faster-whisper - -# 3. Pre-download model weights at build time so startup is instant -# compute_type=int8 → efficient CPU inference, no accuracy loss for most tasks +# Uses python:3.11-slim as the base to avoid installing python3, pip, and venv via apt-get, +# and copies Node.js from node:22-slim. +FROM python:3.11-slim AS ai-worker + +# 1. Copy Node.js from official slim image +COPY --from=node:22-slim /usr/local /usr/local + +# 2. System packages (Debian-based) +# Use BuildKit cache mounts to cache apt package downloads +RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache +RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \ + --mount=type=cache,target=/var/lib/apt,sharing=locked \ + apt-get update && apt-get install -y --no-install-recommends \ + ffmpeg + +# 3. Install faster-whisper (CTranslate2-based, no PyTorch) +# Use BuildKit cache mount to cache pip packages across builds +RUN --mount=type=cache,target=/root/.cache/pip \ + pip install --upgrade pip && \ + pip install faster-whisper + +# 4. Pre-download model weights at build time so startup is instant ARG WHISPER_MODEL=base ENV WHISPER_MODEL=${WHISPER_MODEL} RUN python3 -c "\ -from faster_whisper import WhisperModel; \ -WhisperModel('${WHISPER_MODEL}', device='cpu', compute_type='int8')" +from huggingface_hub import snapshot_download; \ +snapshot_download(repo_id='Systran/faster-whisper-${WHISPER_MODEL}')" -# 4. Node.js application +# 5. Node.js application WORKDIR /app COPY --from=prod-deps /app/node_modules ./node_modules diff --git a/server/drizzle/0003_polite_stingray.sql b/server/drizzle/0003_polite_stingray.sql new file mode 100644 index 0000000..ff3fe69 --- /dev/null +++ b/server/drizzle/0003_polite_stingray.sql @@ -0,0 +1,3 @@ +CREATE TYPE "public"."summary_status" AS ENUM('not-started', 'processing', 'completed', 'failed');--> statement-breakpoint +ALTER TABLE "videoTable" ADD COLUMN "summary_key" text;--> statement-breakpoint +ALTER TABLE "videoTable" ADD COLUMN "summaryStatus" "summary_status" DEFAULT 'not-started' NOT NULL; \ No newline at end of file diff --git a/server/drizzle/0004_cooing_red_skull.sql b/server/drizzle/0004_cooing_red_skull.sql new file mode 100644 index 0000000..e10e513 --- /dev/null +++ b/server/drizzle/0004_cooing_red_skull.sql @@ -0,0 +1,2 @@ +ALTER TABLE "videoTable" ADD COLUMN "summary" text;--> statement-breakpoint +ALTER TABLE "videoTable" DROP COLUMN "summary_key"; \ No newline at end of file diff --git a/server/drizzle/meta/0003_snapshot.json b/server/drizzle/meta/0003_snapshot.json new file mode 100644 index 0000000..4fbb5e2 --- /dev/null +++ b/server/drizzle/meta/0003_snapshot.json @@ -0,0 +1,256 @@ +{ + "id": "44afbf25-3530-439c-a3c1-8cd874ee492e", + "prevId": "5c118634-fc94-41c5-b74e-d0a850974c31", + "version": "7", + "dialect": "postgresql", + "tables": { + "public.userTable": { + "name": "userTable", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "email": { + "name": "email", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "password": { + "name": "password", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": {}, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.videoTable": { + "name": "videoTable", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "status": { + "name": "status", + "type": "status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "trancodeStatus": { + "name": "trancodeStatus", + "type": "transcode_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "hlsStatus": { + "name": "hlsStatus", + "type": "hls_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "thumbnailStatus": { + "name": "thumbnailStatus", + "type": "thumbnail_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "transcriptStatus": { + "name": "transcriptStatus", + "type": "transcript_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "transcript_key": { + "name": "transcript_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "summary_key": { + "name": "summary_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "summaryStatus": { + "name": "summaryStatus", + "type": "summary_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "original_video_key": { + "name": "original_video_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "hls_manifest_key": { + "name": "hls_manifest_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "thumbnail_video_key": { + "name": "thumbnail_video_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": {}, + "foreignKeys": { + "videoTable_user_id_userTable_id_fk": { + "name": "videoTable_user_id_userTable_id_fk", + "tableFrom": "videoTable", + "tableTo": "userTable", + "columnsFrom": [ + "user_id" + ], + "columnsTo": [ + "id" + ], + "onDelete": "no action", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + } + }, + "enums": { + "public.hls_status": { + "name": "hls_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.status": { + "name": "status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.summary_status": { + "name": "summary_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.thumbnail_status": { + "name": "thumbnail_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.transcode_status": { + "name": "transcode_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.transcript_status": { + "name": "transcript_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + } + }, + "schemas": {}, + "sequences": {}, + "roles": {}, + "policies": {}, + "views": {}, + "_meta": { + "columns": {}, + "schemas": {}, + "tables": {} + } +} \ No newline at end of file diff --git a/server/drizzle/meta/0004_snapshot.json b/server/drizzle/meta/0004_snapshot.json new file mode 100644 index 0000000..3fe9d1c --- /dev/null +++ b/server/drizzle/meta/0004_snapshot.json @@ -0,0 +1,256 @@ +{ + "id": "a8ef39bb-cf3a-4253-9e16-04fe550bfacb", + "prevId": "44afbf25-3530-439c-a3c1-8cd874ee492e", + "version": "7", + "dialect": "postgresql", + "tables": { + "public.userTable": { + "name": "userTable", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "email": { + "name": "email", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "password": { + "name": "password", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": {}, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.videoTable": { + "name": "videoTable", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "status": { + "name": "status", + "type": "status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "trancodeStatus": { + "name": "trancodeStatus", + "type": "transcode_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "hlsStatus": { + "name": "hlsStatus", + "type": "hls_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "thumbnailStatus": { + "name": "thumbnailStatus", + "type": "thumbnail_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "transcriptStatus": { + "name": "transcriptStatus", + "type": "transcript_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "transcript_key": { + "name": "transcript_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "summary": { + "name": "summary", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "summaryStatus": { + "name": "summaryStatus", + "type": "summary_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'not-started'" + }, + "original_video_key": { + "name": "original_video_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "hls_manifest_key": { + "name": "hls_manifest_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "thumbnail_video_key": { + "name": "thumbnail_video_key", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": {}, + "foreignKeys": { + "videoTable_user_id_userTable_id_fk": { + "name": "videoTable_user_id_userTable_id_fk", + "tableFrom": "videoTable", + "tableTo": "userTable", + "columnsFrom": [ + "user_id" + ], + "columnsTo": [ + "id" + ], + "onDelete": "no action", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + } + }, + "enums": { + "public.hls_status": { + "name": "hls_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.status": { + "name": "status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.summary_status": { + "name": "summary_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.thumbnail_status": { + "name": "thumbnail_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.transcode_status": { + "name": "transcode_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + }, + "public.transcript_status": { + "name": "transcript_status", + "schema": "public", + "values": [ + "not-started", + "processing", + "completed", + "failed" + ] + } + }, + "schemas": {}, + "sequences": {}, + "roles": {}, + "policies": {}, + "views": {}, + "_meta": { + "columns": {}, + "schemas": {}, + "tables": {} + } +} \ No newline at end of file diff --git a/server/drizzle/meta/_journal.json b/server/drizzle/meta/_journal.json index 345db81..425fe34 100644 --- a/server/drizzle/meta/_journal.json +++ b/server/drizzle/meta/_journal.json @@ -15,6 +15,27 @@ "when": 1776997181954, "tag": "0001_glorious_shooting_star", "breakpoints": true + }, + { + "idx": 2, + "version": "7", + "when": 1778869750621, + "tag": "0002_sparkling_scream", + "breakpoints": true + }, + { + "idx": 3, + "version": "7", + "when": 1778941625392, + "tag": "0003_polite_stingray", + "breakpoints": true + }, + { + "idx": 4, + "version": "7", + "when": 1780675325395, + "tag": "0004_cooing_red_skull", + "breakpoints": true } ] } \ No newline at end of file diff --git a/server/package-lock.json b/server/package-lock.json index 8eca812..b841d9e 100644 --- a/server/package-lock.json +++ b/server/package-lock.json @@ -12,18 +12,22 @@ "@aws-sdk/client-s3": "^3.1000.0", "@aws-sdk/lib-storage": "^3.1000.0", "@aws-sdk/s3-request-presigner": "^3.1000.0", + "@langchain/core": "^1.1.46", + "@langchain/google-genai": "^2.1.30", "@neondatabase/serverless": "github:neondatabase/serverless", "axios": "^1.13.6", "bcrypt": "^6.0.0", "body-parser": "^2.2.2", "bullmq": "^5.71.0", "cors": "^2.8.6", + "deepagents": "^1.10.2", "dotenv": "^17.4.2", "drizzle-orm": "^0.45.2", "express": "^5.2.1", "fluent-ffmpeg": "^2.1.3", "ioredis": "^5.10.1", "jsonwebtoken": "^9.0.3", + "langchain": "^1.4.0", "postgres": "^3.4.9", "zod": "^4.3.6" }, @@ -945,6 +949,12 @@ "node": ">=18.0.0" } }, + "node_modules/@cfworker/json-schema": { + "version": "4.1.1", + "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.1.1.tgz", + "integrity": "sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og==", + "license": "MIT" + }, "node_modules/@drizzle-team/brocli": { "version": "0.10.2", "resolved": "https://registry.npmjs.org/@drizzle-team/brocli/-/brocli-0.10.2.tgz", @@ -1830,12 +1840,210 @@ "node": ">=18" } }, + 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For CommonJS codebases, use uuid@11 (but be aware this version will likely be deprecated in 2028).", + "funding": [ + "https://github.com/sponsors/broofa", + "https://github.com/sponsors/ctavan" + ], + "license": "MIT", + "bin": { + "uuid": "dist/bin/uuid" + } + }, + "node_modules/@langchain/langgraph-sdk": { + "version": "1.9.2", + "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-1.9.2.tgz", + "integrity": "sha512-1kDPjR0VH/39q2h8k0Sxi35KxOvEQPModVCepxGLlRkbZmuWUH+zfICuJd3rmD1ByeOKQBZEaB7Y+VCYmSMt1w==", + "license": "MIT", + "dependencies": { + "@langchain/core": "^1.1.44", + "@langchain/protocol": "^0.0.15", + "@types/json-schema": "^7.0.15", + "p-queue": "^9.0.1", + "p-retry": "^7.1.1", + "uuid": "^13.0.0" + }, + "peerDependencies": { + "react": "^18 || ^19", + "react-dom": "^18 || ^19", + "svelte": "^4.0.0 || ^5.0.0", + "vue": "^3.0.0" + }, + "peerDependenciesMeta": { + "react": { + "optional": true + }, + "react-dom": { + "optional": true + }, + "svelte": { + "optional": true + }, + "vue": { + "optional": true + } + } + }, + "node_modules/@langchain/langgraph-sdk/node_modules/eventemitter3": { + "version": "5.0.4", + "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.4.tgz", + "integrity": "sha512-mlsTRyGaPBjPedk6Bvw+aqbsXDtoAyAzm5MO7JgU+yVRyMQ5O8bD4Kcci7BS85f93veegeCPkL8R4GLClnjLFw==", + "license": "MIT" + }, + "node_modules/@langchain/langgraph-sdk/node_modules/p-queue": { + "version": "9.3.0", + "resolved": "https://registry.npmjs.org/p-queue/-/p-queue-9.3.0.tgz", + "integrity": "sha512-7NED7xhQ74Ngp4JP/2e0VZHp7vSWfJfqeiR92jPgxsz6m0Se4P03YoTKa9dDXyZ3r6P616gUXttrB6nnHYKang==", + "license": "MIT", + "dependencies": { + "eventemitter3": "^5.0.4", + "p-timeout": "^7.0.0" + }, + "engines": { + "node": ">=20" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/@langchain/langgraph-sdk/node_modules/p-timeout": { + "version": "7.0.1", + "resolved": "https://registry.npmjs.org/p-timeout/-/p-timeout-7.0.1.tgz", + "integrity": "sha512-AxTM2wDGORHGEkPCt8yqxOTMgpfbEHqF51f/5fJCmwFC3C/zNcGT63SymH2ttOAaiIws2zVg4+izQCjrakcwHg==", + "license": "MIT", + "engines": { + "node": ">=20" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/@langchain/langgraph-sdk/node_modules/uuid": { + "version": "13.0.2", + "resolved": "https://registry.npmjs.org/uuid/-/uuid-13.0.2.tgz", + "integrity": "sha512-vzi9uRZ926x4XV73S/4qQaTwPXM2JBj6/6lI/byHH1jOpCzb0zDbfytgA9LcN/hzb2l7WQSQnxITOVx5un/wGw==", + "funding": [ + "https://github.com/sponsors/broofa", + "https://github.com/sponsors/ctavan" + ], + "license": "MIT", + "bin": { + "uuid": "dist-node/bin/uuid" + } + }, + "node_modules/@langchain/langgraph/node_modules/uuid": { + "version": "10.0.0", + "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz", + "integrity": "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==", + "deprecated": "uuid@10 and below is no longer supported. 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">=8" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/p-retry": { + "version": "7.1.1", + "resolved": "https://registry.npmjs.org/p-retry/-/p-retry-7.1.1.tgz", + "integrity": "sha512-J5ApzjyRkkf601HpEeykoiCvzHQjWxPAHhyjFcEUP2SWq0+35NKh8TLhpLw+Dkq5TZBFvUM6UigdE9hIVYTl5w==", + "license": "MIT", + "dependencies": { + "is-network-error": "^1.1.0" + }, + "engines": { + "node": ">=20" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/p-timeout": { + "version": "3.2.0", + "resolved": "https://registry.npmjs.org/p-timeout/-/p-timeout-3.2.0.tgz", + "integrity": "sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg==", + "license": "MIT", + "dependencies": { + "p-finally": "^1.0.0" + }, + "engines": { + "node": ">=8" + } + }, "node_modules/parseurl": { "version": "1.3.3", "resolved": "https://registry.npmjs.org/parseurl/-/parseurl-1.3.3.tgz", @@ -4486,7 +4940,6 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-4670,6 +5143,16 @@ "url": "https://github.com/privatenumber/resolve-pkg-maps?sponsor=1" } }, + "node_modules/reusify": { + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/reusify/-/reusify-1.1.0.tgz", + "integrity": "sha512-g6QUff04oZpHs0eG5p83rFLhHeV00ug/Yf9nZM6fLeUrPguBTkTQOdpAWWspMh55TZfVQDPaN3NQJfbVRAxdIw==", + "license": "MIT", + "engines": { + "iojs": ">=1.0.0", + "node": ">=0.10.0" + } + }, "node_modules/router": { "version": "2.2.0", "resolved": "https://registry.npmjs.org/router/-/router-2.2.0.tgz", @@ -4686,6 +5169,29 @@ "node": ">= 18" } }, + "node_modules/run-parallel": { + "version": "1.2.0", + "resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.2.0.tgz", + "integrity": "sha512-5l4VyZR86LZ/lDxZTR6jqL8AFE2S0IFLMP26AbjsLVADxHdhB/c0GUsH+y39UfCi3dzz8OlQuPmnaJOMoDHQBA==", + "funding": [ + { + "type": "github", + "url": "https://github.com/sponsors/feross" + }, + { + "type": "patreon", + "url": "https://www.patreon.com/feross" + }, + { + "type": "consulting", + "url": "https://feross.org/support" + } + ], + "license": "MIT", + "dependencies": { + "queue-microtask": "^1.2.2" + } + }, "node_modules/safe-buffer": { "version": "5.2.1", "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz", @@ -4944,7 +5450,6 @@ "version": "5.0.1", "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz", "integrity": "sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==", - "dev": true, "license": "MIT", "dependencies": { "is-number": "^7.0.0" @@ -5573,6 +6078,21 @@ "node": ">=0.4" } }, + "node_modules/yaml": { + "version": "2.9.0", + "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.9.0.tgz", + "integrity": "sha512-2AvhNX3mb8zd6Zy7INTtSpl1F15HW6Wnqj0srWlkKLcpYl/gMIMJiyuGq2KeI2YFxUPjdlB+3Lc10seMLtL4cA==", + "license": "ISC", + "bin": { + "yaml": "bin.mjs" + }, + "engines": { + "node": ">= 14.6" + }, + "funding": { + "url": "https://github.com/sponsors/eemeli" + } + }, "node_modules/zod": { "version": "4.3.6", "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz", diff --git a/server/package.json b/server/package.json index 06f0610..309c087 100644 --- a/server/package.json +++ b/server/package.json @@ -12,7 +12,8 @@ "db:studio": "drizzle-kit studio", "build": "tsc -b", "dev": "npm run build && nodemon dist/index.js", - "dev:worker": "npm run build && nodemon dist/worker.js" + "dev:worker": "npm run build && nodemon dist/worker.js", + "dev:ai-worker": "npm run build && nodemon dist/ai-worker.js" }, "keywords": [], "author": "", @@ -22,18 +23,22 @@ "@aws-sdk/client-s3": "^3.1000.0", "@aws-sdk/lib-storage": "^3.1000.0", "@aws-sdk/s3-request-presigner": "^3.1000.0", + "@langchain/core": "^1.1.46", + "@langchain/google-genai": "^2.1.30", "@neondatabase/serverless": "github:neondatabase/serverless", "axios": "^1.13.6", "bcrypt": "^6.0.0", "body-parser": "^2.2.2", "bullmq": "^5.71.0", "cors": "^2.8.6", + "deepagents": "^1.10.2", "dotenv": "^17.4.2", "drizzle-orm": "^0.45.2", "express": "^5.2.1", "fluent-ffmpeg": "^2.1.3", "ioredis": "^5.10.1", "jsonwebtoken": "^9.0.3", + "langchain": "^1.4.0", "postgres": "^3.4.9", "zod": "^4.3.6" }, @@ -50,4 +55,4 @@ "drizzle-kit": "^0.31.10", "nodemon": "^3.1.14" } -} +} \ No newline at end of file diff --git a/server/src/ai-worker.ts b/server/src/ai-worker.ts index c412839..656cb82 100644 --- a/server/src/ai-worker.ts +++ b/server/src/ai-worker.ts @@ -5,6 +5,8 @@ import './config/db.js' // Only the transcription worker runs in this container. // The regular worker (transcode/hls/thumbnail) runs in the worker image // which doesn't have Python or faster-whisper installed. + import './workers/transcribe.worker.js' +import './workers/summary.worker.js' console.log('🚀 AI Worker started and listening for transcription jobs...') diff --git a/server/src/models/video.model.ts b/server/src/models/video.model.ts index 4bb675f..b5caffd 100644 --- a/server/src/models/video.model.ts +++ b/server/src/models/video.model.ts @@ -1,4 +1,4 @@ -import { pgEnum, pgTable, serial, text, timestamp } from "drizzle-orm/pg-core"; +import { pgEnum, pgTable, text, timestamp } from "drizzle-orm/pg-core"; import { userTable } from "./user.model.js"; export const statusEnum = pgEnum('status', ['not-started', 'processing', 'completed', 'failed']); @@ -6,6 +6,7 @@ export const trancodeStatusEnum = pgEnum('transcode_status', ['not-started', 'pr export const hlsStatusEnum = pgEnum('hls_status', ['not-started', 'processing', 'completed', 'failed']); export const thumbnailStatusEnum = pgEnum('thumbnail_status', ['not-started', 'processing', 'completed', 'failed']); export const transciptStatusEnum = pgEnum('transcript_status', ['not-started', 'processing', 'completed', 'failed']); +export const summaryStatusEnum = pgEnum('summary_status', ['not-started', 'processing', 'completed', 'failed']); export const videoTable = pgTable('videoTable', { id: text('id').primaryKey(), @@ -16,6 +17,8 @@ export const videoTable = pgTable('videoTable', { thumbnailStatus: thumbnailStatusEnum().notNull().default('not-started'), transcriptStatus: transciptStatusEnum().notNull().default('not-started'), transcriptKey: text('transcript_key'), + summary: text('summary'), + summaryStatus: summaryStatusEnum().notNull().default('not-started'), originalVideoKey: text('original_video_key'), hlsManifestKey: text('hls_manifest_key'), thumbnailVideoKey: text('thumbnail_video_key'), diff --git a/server/src/services/summary.service.ts b/server/src/services/summary.service.ts new file mode 100644 index 0000000..885bdb8 --- /dev/null +++ b/server/src/services/summary.service.ts @@ -0,0 +1,40 @@ +import { createDeepAgent, FilesystemBackend } from "deepagents"; +import dotenv from "dotenv"; +dotenv.config(); +const agentInstruction = ` +Transcript Summarization Agent Instructions +You are an AI summarization agent responsible for generating high-quality summaries from video transcripts. +Your job is to analyze transcript chunks given to you as a plain text and produce structured, concise, and contextually accurate summaries suitable for production-grade video platforms. +The transcript may contain: +* technical discussions +* meetings +* podcasts +* tutorials +* interviews +* educational content +* noisy speech-to-text output +You must extract the most meaningful information while preserving context and chronology. Also make sure the summary should not be over 200 words. +` + +const agent = createDeepAgent({ + name: 'video-summary-agent', + model: 'google-genai:gemini-2.5-flash', + systemPrompt: agentInstruction, + backend: new FilesystemBackend({ rootDir: '.', virtualMode: true }) +}); + + +export async function summaryService(transcript: string) { + console.log("Plain text of transcript", transcript); + const result = await agent.invoke({ + messages: [ + { + role: 'user', + content: 'Please summarize the transcript:' + transcript + 'If the transcript is empty then return an empty object. Just give me the summary no need for any explaination or extra texts.' + } + ] + }); + + return result; +} + diff --git a/server/src/services/transcribe.service.ts b/server/src/services/transcribe.service.ts index 513f263..64b3efc 100644 --- a/server/src/services/transcribe.service.ts +++ b/server/src/services/transcribe.service.ts @@ -11,8 +11,8 @@ import s3Client from "../config/s3.js"; const __filename = fileURLToPath(import.meta.url); const __dirname = path.dirname(__filename); -// Path to the Python binary inside the venv baked into the ai-worker image -const PYTHON_BIN = '/opt/whisper-venv/bin/python3'; +// Path to the Python binary inside the venv or system PATH +const PYTHON_BIN = process.env.PYTHON_BIN ?? 'python3'; // Model is set via ARG/ENV in the Dockerfile (default: base) const WHISPER_MODEL = process.env.WHISPER_MODEL ?? 'base'; diff --git a/server/src/workers/summary.queue.ts b/server/src/workers/summary.queue.ts new file mode 100644 index 0000000..7896021 --- /dev/null +++ b/server/src/workers/summary.queue.ts @@ -0,0 +1,15 @@ +import { Queue } from "bullmq"; +import { redis } from "../config/redis.js"; + +export const SummaryQueue = new Queue('summary', { + connection: redis as any, + defaultJobOptions: { + attempts: 5, + backoff: { + type: 'exponential', + delay: 5000 + }, + removeOnComplete: true, + removeOnFail: false + } +}); diff --git a/server/src/workers/summary.worker.ts b/server/src/workers/summary.worker.ts new file mode 100644 index 0000000..d9b40ca --- /dev/null +++ b/server/src/workers/summary.worker.ts @@ -0,0 +1,33 @@ +import { Job, Worker } from "bullmq"; +import { summaryService } from "../services/summary.service.js"; +import { db } from "../config/db.js"; +import { videoTable } from "../models/video.model.js"; +import { eq } from "drizzle-orm"; +import { redis } from "../config/redis.js"; + +export const summaryWorker = new Worker('summary', async (job: Job) => { + const { transcript, fileId, userId } = job.data as { transcript: string, fileId: string, userId: string }; + console.log('Started summarising......... for', fileId) + const result = await summaryService(transcript); + const summary = result.messages[1]?.content as string + + await db.update(videoTable).set({ + summary: summary + }).where(eq(videoTable.id, fileId)) +}, { + connection: redis as any +}) + +summaryWorker.on('completed', async (job: Job) => { + const { fileId } = job.data as { transcript: string, fileId: string, userId: string }; + await db.update(videoTable).set({ + summaryStatus: 'completed' + }).where(eq(videoTable.id, fileId)); +}) + +summaryWorker.on("failed", async (job, err) => { + const { fileId } = job?.data + await db.update(videoTable).set({ + summaryStatus: 'failed', + }).where(eq(videoTable.id, fileId)); +}) \ No newline at end of file diff --git a/server/src/workers/transcribe.worker.ts b/server/src/workers/transcribe.worker.ts index d36fd65..6b9632b 100644 --- a/server/src/workers/transcribe.worker.ts +++ b/server/src/workers/transcribe.worker.ts @@ -10,6 +10,7 @@ import { import { db } from "../config/db.js"; import { eq } from "drizzle-orm"; import { videoTable } from "../models/video.model.js"; +import { SummaryQueue } from "./summary.queue.js"; export const transcribeWorker = new Worker("transcribeQueue", async (job: Job) => { const { fileId, userId } = job.data as { fileId: string; userId: string }; @@ -35,13 +36,17 @@ export const transcribeWorker = new Worker("transcribeQueue", async (job: Job) = // 4. Upload transcript JSON to S3 const transcriptKey = await uploadTranscript(transcript, fileId, userId); - // 5. Persist the S3 key in the DB + // 5. Start summary job + console.log('Added to summary queue') + await SummaryQueue.add('summary', { transcript: transcript.plainText, fileId, userId }); + + // 6. Persist the S3 key in the DB await db.update(videoTable).set({ transcriptKey, transcriptStatus: 'completed', }).where(eq(videoTable.id, fileId)); - // 6. Clean up local temp files + // 7. Clean up local temp files cleanupTranscribeFiles(videoPath, audioPath); }, { diff --git a/server/tsconfig.tsbuildinfo b/server/tsconfig.tsbuildinfo index a6060ec..af2026b 100644 --- a/server/tsconfig.tsbuildinfo +++ b/server/tsconfig.tsbuildinfo @@ -1 +1 @@ -{"root":["./src/app.ts","./src/index.ts","./src/server.ts","./src/worker.ts","./src/config/db.ts","./src/config/redis.ts","./src/config/s3.ts","./src/controllers/auth.controller.ts","./src/middleware/auth.middleware.ts","./src/models/user.model.ts","./src/models/video.model.ts","./src/routes/auth.routes.ts","./src/routes/s3.routes.ts","./src/services/auth.service.ts","./src/services/hls.service.ts","./src/services/s3.service.ts","./src/services/thumbnail.service.ts","./src/services/transcode.service.ts","./src/services/user.service.ts","./src/utils/generateid.ts","./src/utils/getpresignedurl.ts","./src/utils/jwt.ts","./src/utils/logger.ts","./src/workers/hls.queue.ts","./src/workers/hls.worker.ts","./src/workers/thumbnail.queue.ts","./src/workers/thumbnail.worker.ts","./src/workers/transcode.queue.ts","./src/workers/transcode.worker.ts"],"version":"5.9.3"} \ No newline at end of file +{"root":["./src/ai-worker.ts","./src/app.ts","./src/index.ts","./src/server.ts","./src/worker.ts","./src/config/db.ts","./src/config/redis.ts","./src/config/s3.ts","./src/controllers/auth.controller.ts","./src/middleware/auth.middleware.ts","./src/models/user.model.ts","./src/models/video.model.ts","./src/routes/auth.routes.ts","./src/routes/s3.routes.ts","./src/services/auth.service.ts","./src/services/hls.service.ts","./src/services/s3.service.ts","./src/services/summary.service.ts","./src/services/thumbnail.service.ts","./src/services/transcode.service.ts","./src/services/transcribe.service.ts","./src/services/user.service.ts","./src/utils/generateid.ts","./src/utils/getpresignedurl.ts","./src/utils/jwt.ts","./src/utils/logger.ts","./src/workers/hls.queue.ts","./src/workers/hls.worker.ts","./src/workers/summary.queue.ts","./src/workers/summary.worker.ts","./src/workers/thumbnail.queue.ts","./src/workers/thumbnail.worker.ts","./src/workers/transcode.queue.ts","./src/workers/transcode.worker.ts","./src/workers/transcribe.queue.ts","./src/workers/transcribe.worker.ts"],"version":"5.9.3"} \ No newline at end of file