Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Dr. Strangelove or: How I Learned to Stop Worry...
Search
Slobodan Stojanović
December 11, 2016
Technology
1
280
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Serverless Chatbots - HolyJS 2016
Presentation from HolyJS 2016 conference in Moscow
Slobodan Stojanović
December 11, 2016
Tweet
Share
More Decks by Slobodan Stojanović
See All by Slobodan Stojanović
AI Agents: How Do They Work and How to Build Them @ Shift 2025
slobodan
0
160
Prompt Engineering for Developers @ AWS Community Day Timișoara
slobodan
0
120
AI Agents with JavaScript
slobodan
0
400
Prompt Engineering for Developers @ AWS Community Day Adria 2024
slobodan
0
290
From 1 to 250 Lambda Functions in Production: Evolving a Startup Serverless Architecture @ Serverless Days Milan
slobodan
0
160
Building Production-Ready Apps with AI
slobodan
0
280
Advanced GraphQL Architectures: Serverless Event Sourcing and CQRS @ ReactSummit
slobodan
0
260
CofounderGPT - Can an AI be a better co-founder than a human?
slobodan
0
180
From 1 to 201 Lambda functions in production: Evolving a serverless startup architecture
slobodan
0
330
Other Decks in Technology
See All in Technology
田舎で20年スクラム(後編):一個人が企業で長期戦アジャイルに挑む意味
chinmo
1
1.2k
SES向け、生成AI時代におけるエンジニアリングとセキュリティ
longbowxxx
0
300
モノタロウ x クリエーションラインで実現する チームトポロジーにおける プラットフォームチーム・ ストリームアラインドチームの 効果的なコラボレーション
creationline
0
500
CQRS/ESになぜアクターモデルが必要なのか
j5ik2o
0
660
Java 25に至る道
skrb
3
160
旬のブリと旬の技術で楽しむ AI エージェント設計開発レシピ
chack411
1
120
歴史から学ぶ、Goのメモリ管理基礎
logica0419
10
2.3k
[PR] はじめてのデジタルアイデンティティという本を書きました
ritou
0
770
戰略轉變:從建構 AI 代理人到發展可擴展的技能生態系統
appleboy
0
180
Cloud WAN MCP Serverから考える新しいネットワーク運用 / 20251228 Masaki Okuda
shift_evolve
PRO
0
140
スクラムマスターが スクラムチームに入って取り組む5つのこと - スクラムガイドには書いてないけど入った当初から取り組んでおきたい大切なこと -
scrummasudar
1
1.6k
研究開発部メンバーの働き⽅ / Sansan R&D Profile
sansan33
PRO
4
21k
Featured
See All Featured
The innovator’s Mindset - Leading Through an Era of Exponential Change - McGill University 2025
jdejongh
PRO
1
75
Evolving SEO for Evolving Search Engines
ryanjones
0
93
Optimizing for Happiness
mojombo
379
70k
Lessons Learnt from Crawling 1000+ Websites
charlesmeaden
PRO
0
1k
Digital Ethics as a Driver of Design Innovation
axbom
PRO
0
140
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
234
17k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
2.8k
Abbi's Birthday
coloredviolet
0
4.2k
What the history of the web can teach us about the future of AI
inesmontani
PRO
0
390
Darren the Foodie - Storyboard
khoart
PRO
1
2.1k
Leading Effective Engineering Teams in the AI Era
addyosmani
9
1.4k
Transcript
DR.STRANGELOVE OR: HOW I LEARNED TO STOP WORRYING AND LOVE
THE SERVERLESS CHATBOTS
#holyjs @slobodan_ I am Slobodan Stojanović CTO of Cloud Horizon
and JS Belgrade Meetup organizer github.com/stojanovic twitter.com/slobodan_
#holyjs @slobodan_ Walt Disney American entrepreneur, cartoonist, animator…
#holyjs @slobodan_ CHATBOTS
#holyjs @slobodan_ IDEA IS NOT NEW
#holyjs @slobodan_ • Turing Test (1950) • Eliza (1966) •
Parry (1972) • A.L.I.C.E. (1995) • Jabberwacky (2005) • Slack Bot (2014) • Telegram and FB Bots (2015) • Many others (2016)
#holyjs @slobodan_ SERVERLESS
#holyjs @slobodan_ FUNCTION AS A SERVICE
#holyjs @slobodan_ • AWS Lambda (2014) • Google Cloud Functions
(2016) • IBM OpenWhisk (2016) • Microsoft Azure Functions (2016)
#holyjs @slobodan_ SERVERLESS + CHATBOTS
#holyjs @slobodan_ Whitney Houston American singer
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_ MEET CLAUDIA BOT BUILDER
#holyjs @slobodan_ var botBuilder = require('claudia-bot-builder') module.exports = botBuilder(function (message)
{ return 'Thanks for sending ' + message.text })
#holyjs @slobodan_ OR WITH ES6
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') module.exports = botBuilder(message =>
`Thanks for sending: ${message.text}` )
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_ LET’S BUILD A TELEGRAM BOT FOR #HOLYJS
#holyjs @slobodan_ Edgar Allan Poe American writer
#holyjs @slobodan_ WITH $0.00 BUDGET
#holyjs @slobodan_ Albert Einstein German-born theoretical physicist
#holyjs @slobodan_ PART 1. SETUP AWS
#holyjs @slobodan_ Nikola Tesla Serbian American inventor
#holyjs @slobodan_ THE ONLY PREREQUISITES FOR CLAUDIA BOT BUILDER ARE
AN AWS ACCOUNT AND NODE.JS
#holyjs @slobodan_ WHAT DO WE NEED?
#holyjs @slobodan_ (NEW) AWS USER WITH FOLLOWING PERMISSIONS: • AWS
Lambda full access • IAM full access (optional) • API Gateway Administrator • API Gateway push to CloudWatch • Cloud Watch full access (optional)
#holyjs @slobodan_ LET’S SEE
#holyjs @slobodan_
#holyjs @slobodan_ PART 2. BOTFATHER
#holyjs @slobodan_ Sigmund Freud Austrian neurologist
#holyjs @slobodan_ THERE’S A TELEGRAM BOT THAT HELPS YOU TO
CREATE TELEGRAM BOTS!
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_ PART 3. SIMPLE BOT
#holyjs @slobodan_ Isaac Newton English physicist and mathematician
#holyjs @slobodan_ BEFORE WE BEGIN WE NEED TO INSTALL CLAUDIA
https://claudiajs.com
#holyjs @slobodan_ $ npm install claudia -g
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') module.exports = botBuilder(message =>
{ return 'Hello from HolyJS bot! You sent: ' + message.text }, { platforms: ['telegram'] }) bot.js file:
#holyjs @slobodan_ $ npm init; $ npm i claudia-bot-builder -S
#holyjs @slobodan_ $ claudia create\ --region eu-central-1\ --api-module bot\ --configure-telegram-bot
#holyjs @slobodan_
#holyjs @slobodan_ PART 4. DEBUGGING
#holyjs @slobodan_ George Orwell English novelist
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') module.exports = botBuilder(message =>
{ console.log(message) return 'Hello from HolyJS bot! You sent: ' + message.text }, { platforms: ['telegram'] }) bot.js file:
#holyjs @slobodan_ $ claudia update
#holyjs @slobodan_
#holyjs @slobodan_ MESSAGE OBJECT
#holyjs @slobodan_ • text • sender • type • originalRequest
• postback
#holyjs @slobodan_ PART 5. SEND MESSAGE / REPLY
#holyjs @slobodan_ William Shakespeare English poet
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') module.exports = botBuilder(message =>
{ console.log(message) return 'Hello from HolyJS bot! You sent: ' + message.text }, { platforms: ['telegram'] }) bot.js file:
#holyjs @slobodan_ SIMPLY RETURN TO REPLY
#holyjs @slobodan_ BUT WHAT ABOUT ASYNC REPLIES?
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') module.exports = botBuilder(message =>
{ return new Promise(resolve => { setTimeout(() => { resolve('Delayed reply ;)') }, 2000) }) }, { platforms: ['telegram'] }) bot.js file:
#holyjs @slobodan_ IS IT POSSIBLE TO REPLY WITH MULTIPLE MESSAGES?
#holyjs @slobodan_ NO!
#holyjs @slobodan_ JUST KIDDING OF COURSE IT IS!
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') module.exports = botBuilder(message =>
{ console.log(message) return [ 'Hello from HolyJS bot!', `You sent: ${message.text}` ] }, { platforms: ['telegram'] }) bot.js file:
#holyjs @slobodan_ PART 6. CUSTOM KEYBOARDS AND ATTACHMENTS
#holyjs @slobodan_ Coco Chanel French fashion designer
#holyjs @slobodan_ require('claudia-bot-builder').telegramTemplate
#holyjs @slobodan_ bot.js file: const botBuilder = require('claudia-bot-builder') const telegramTemplate
= botBuilder. telegramTemplate module.exports = botBuilder(message => { console.log(message) return new telegramTemplate.Text('Hello') .addReplyKeyboard([['Schedule'], ['Info']]) .get() }, { platforms: ['telegram'] })
#holyjs @slobodan_
#holyjs @slobodan_ • Text messages • Custom Keyboard • Photo
messages • Audio messages • Location messages • Venue messages • Stickers • Change chat action • Pause between messages
#holyjs @slobodan_ FORMATTED MESSAGES DOCS: http://bit.ly/claudia-telegram
#holyjs @slobodan_ PART 7. BOT FLOW
#holyjs @slobodan_ J. R. R. Tolkien English writer
#holyjs @slobodan_ YOUR BOT NEEDS A STORYLINE
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') module.exports = botBuilder(message =>
{ console.log(message) if (message.text === ‘/start' || message.text === ‘/start start') return 'Hello, I am Igor, HolyJS bot’ return `You sent: ${message.text}` }, { platforms: ['telegram'] }) bot.js file:
#holyjs @slobodan_ • Schedule info • Current and next talk
info • Conference info • Tweet with #holyjs • Help
#holyjs @slobodan_ #holyjs @slobodan_
#holyjs @slobodan_ IS THERE A BETTER WAY?
#holyjs @slobodan_ PART 8. SAVE THE STATE
#holyjs @slobodan_ Joan de Arc Heroine of France
#holyjs @slobodan_ DYNAMO DB
#holyjs @slobodan_ $ aws dynamodb create-table --table-name holyjs-state \ --attribute-definitions
\ AttributeName=userId,AttributeType=S \ --key-schema AttributeName=userId,KeyType=HASH \ --provisioned-throughput \ ReadCapacityUnits=1,WriteCapacityUnits=1 \ --query TableDescription.TableArn --output text
#holyjs @slobodan_ DynamoDB Policy { "Version": "2012-10-17", "Statement": [ {
"Action": [ "dynamodb:GetItem", "dynamodb:UpdateItem", "dynamodb:PutItem", "dynamodb:Scan" ], "Effect": "Allow", "Resource": "*" } ] }
#holyjs @slobodan_ const botBuilder = require('claudia-bot-builder') const api = botBuilder((message,
originalApiRequest) => { return 'Hello from HolyJS bot! You sent: ' + message.text }, { platforms: ['telegram'] }) api.addPostDeployConfig('dynamoDbTable', 'DynamoDB:', 'configure-bot') module.exports = api bot.js file:
#holyjs @slobodan_ const AWS = require('aws-sdk') const docClient = new
AWS.DynamoDB.DocumentClient()
#holyjs @slobodan_ const params = { TableName: originalApiRequest.env.dynamoDbTable, Key: {
userId: id } } return docClient.get(params).promise() .then(result => console.log('OK', result.Item))
#holyjs @slobodan_ return docClient.get(params).promise() .then(result => console.log('OK', result.Item)) .catch(err =>
{ params = { TableName: originalApiRequest.env.dynamoDbTable, Item: { userId: message.sender } } return docClient.put(params).promise() .then(res => console.log('Create', res)) })
#holyjs @slobodan_ PART 9. MULTILANGUAGE
#holyjs @slobodan_ Mark Twain American author and humorist
#holyjs @slobodan_ EASIEST SOLUTION: SAVE LANGUAGE SETTINGS IN THE STATE
(DYNAMO DB)
#holyjs @slobodan_ #holyjs @slobodan_
#holyjs @slobodan_ PART 10. SCHEDULED NOTIFICATIONS
#holyjs @slobodan_ John Lennon English singer and songwriter
#holyjs @slobodan_ FOR NOTIFICATIONS: CLOUD WATCH SCHEDULED EVENTS
#holyjs @slobodan_
#holyjs @slobodan_ WE WILL USE A NEW LAMBDA FUNCTION
#holyjs @slobodan_ BUT OUR TELEGRAM TOKEN IS IN THE API
GATEWAY STAGE VARIABLES!
#holyjs @slobodan_ A FEW SOLUTIONS: • AWS Lambda environment variables
• Save the token in DynamoDB / State • Pass the token in the event
#holyjs @slobodan_ #holyjs @slobodan_
#holyjs @slobodan_ PART 11. NLP AND AI
#holyjs @slobodan_ H. P. Lovecraft American writer of horror fiction
#holyjs @slobodan_ BUTTONS ARE COOL, BUT…
#holyjs @slobodan_ API.AI WIT.AI LUIS.AI IBM WATSON
#holyjs @slobodan_ LET’S MAKE OUR BOT SMARTER WITH API.AI
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_
#holyjs @slobodan_ #holyjs @slobodan_
#holyjs @slobodan_ SHOW TIME!
#holyjs @slobodan_ Salvador Dali Spanish surrealist painter
#holyjs @slobodan_
#holyjs @slobodan_ LIVE BOT: telegram.me/holyjs_bot
#holyjs @slobodan_ OR Julius Caesar Roman statesman and general
#holyjs @slobodan_ SOURCE CODE: STOJANOVIC/HOLYJS-BOT
#holyjs @slobodan_ SEND PR TO ADD NEW SKILLS: https://github.com/stojanovic/holyjs-bot
#holyjs @slobodan_ CLAUDIA BOT BUILDER CLAUDIAJS/CLAUDIA-BOT-BUILDER
#holyjs @slobodan_ THE END Marilyn Monroe American actress
#holyjs @slobodan_ QUESTIONS TIME @SLOBODAN_ #HOLYJS Erwin Schrödinger Nobel Prize-winning
Austrian physicist