🤖:speech_balloon: the rise of the serverless bot

                                                                                 
                                                                               🔀 @brianleroux
                                                                               💌 [email protected]

📞 significant communication technologies of our lifetimes ⚓️

#!💻 personal computing 
#!🕸 the interwebs     
#!📱 mobile             
#!💬 messaging? (at least we think so!)
























                                                                                             📟 📠 📺 📻

🤓 a swath of terms

- chatbots 
- agents
- assistants
- conversational ui/ux
- conversation as a platform


😍 Everyone is talking about the same thing:

                                          #!🤖 bots

Bots aren't super new

But this manifestation is. These Bots are not here just to chat. 

      🐧  "This Bot is a superagent acting on your behalf 
          and it is better for some things than using an App"

      🐮  "Similar to web tech a Bot can exist simultaneously 
          across different platforms and adapt seamlessly through 
          contexts they are in. The interfaces is conversation 
          and the conversation can move between platforms 
          transparently."

      🐧  "Right!"

      🐮  "👊🏾"

Oldschool Bot platforms

- irc
- email
- sms

Nuschool Bot platforms

- Slack
- Hipchat
- Messenger 
- Telegram
- Kik
- Whatsapp

:two_women_holding_hands::two_men_holding_hands: simultaneously the smallest unit of compute has become a function


                                                                                              Kinda rad.

💰 function pricing

🙉 AWS First 1 million requests per month are free. $0.20 per 1 million requests thereafter ($0.0000002 per request)
🙊 Google pricing remains unannounced
🙈 Azure Function requests are charged per million requests, with the first 1 million requests free. [Then ambigous] pay for what you use with compute metered to the nearest 100ms at Per/GB






















                                       I find Azure pricing nebulous and confusing. Maybe thats just me.

For begin.com we chose AWS Lambda

However, I believe any of these solutions is a fine choice. 

- The lockin risk at the function level is trivial to avoid
- Vendors increasing exponentially while compute continues to get cheaper
- Accelerant (time to deploy and ease of maintenance)
- AWS services surrounding Lambda are amazing and by far industry leading

💸 The real cost

"Lisp programmers know the value of everything and the cost of nothing." - Alan Perlis ripping off Oscar Wilde

``` The real price you'll pay is the cost of a adopting a new microservice style architecture.

👉 A new way of thinking for your dev team 👉 Also the tools for container techniques are still new(ish) and often raw 👉 Many repos that produce even smaller deployment artifacts makes dep mgmt tricky 👉 Many repos can also make deployment tricky (to mitigate automate everything from day zero)

(Truly it is cheap enough to experiment with all them and I totally recommend you do.)

---

                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ
                                      ΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛΛ

                                      Let's dig into Lambdas

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---
## 📚 There are three types of Lambda function

🗣 .-------------------------------------------------------------------------------------. | 1. 📗 Lambdas that return a value (Typically, but not exclusively, thru API Gateway) | | 2. 📘 Lambdas as an event source (S3 events, SNS topics and DynamoDB triggers) | | 3. 📙 Lambdas that run on a schedule | '-------------------------------------------------------------------------------------' .--------------------===========--------------------------------. ( AWS doesn't make a distinction with 2 & 3 ) ( 'CloudWatch Events - Schedule' is an event source )
( However it is a good idea to seperate these types of function ) '-----------------=========-------------------------------------' 🗿

```javascript
/**
 * a typical Lambda signature
 */
exports.handler = function(event, context) {
  // event is an arbitrary payload of data from whatever source invoked the Lambda
  // context is an object with information about the execution environment
  //   AND it has function members for asynchronous: `succeed`, `fail` or shorthand err first `done`
  //   alternately you can pass third param of a node style callback (aka an errback)
  context.done(null, {ok:true})
}

--- ```javascript

/**

So lets see how we can combine those ideas: and build ourselves a serverless Bot
specifically, lets build an SMS bot
then we will port it to Slack

<blockquote>&nbsp;</blockquote>
<blockquote>&nbsp;</blockquote>
<blockquote>&nbsp;</blockquote>
---
## the pick axes ⛏ the shovels 🕳 the building blocks 🔩

| Lets write some code                             |                       |
|:------------------------------------------------ | --------------------- |
| 💎 Hello world Lambda function                    |💎|
| 💎 Expose endopint to the web with API Gateway    |💎💎|
| 💎 Wire up SMS with Twilio                        |💎💎💎|
| 💎 Port to Slack                                  |💎💎💎💎|

---
### :satellite::satellite: a lambda that returns a value :mailbox:
Here is a vanilla AWS Lambda example for performing a sum. Given `event.query.x = 1` it will return `{count:2}`.
```javascript

exports.handler = function sum(event, context) {
  var errors = []
  if (typeof event.query === 'undefined') {
    errors.push(ReferenceError('missing event.query'))
  }
  if (event.query && typeof event.query != 'object') {
    errors.push(TypeError('event.query not an object'))
  }
  if (typeof event.query.x === 'undefined') {
    errors.push(ReferenceError('event.query not an object'))
  }
  if (event.query.x && typeof event.query.x != 'number') {
    errors.push(TypeError('event.query not an object'))
  }
  if (errors.length) {
    // otherwise Error would return [{}, {}, {}, {}]
    var err = errors.map(function(e) {return e.message})
    context.fail(err) 
  }
  else {
    context.succeed({count:event.query.x + 1})
  }
}

Validating a _single variable_ `event.query.x`!!

--- ### 😅 Huge amount of vanilla AWS Lambda code is quirky parameter validation ``` AWS API Gateway gives you control but this still means one or more of:

headers
querystring
form body
url parameters

Take this simple url for example:

                 https://fake.com/posts/3/comments/5?success=true

event.params.post_id
event.params.comment_id

event.query.success

                                    ¯\_(ツ)_/¯

---
## Postels Law: maybe not such a good idea 🤔
- It isn't heresy to acknowledge `HTTP` is a weird protocol 
- In the example above we are validating one querystring parameter `x`... just imagine a big payload! 😮
- Worse still, `Error` requires manual serialization: remember [a string is not an error](http://www.devthought.com/2011/12/22/a-string-is-not-an-error)
- The latter part of this vanilla code uses the funky AWS context object

                                         We can do better!

---
## 😻🎀 microlibraries for microservices
```javascript



var validate = require('@smallwins/validate')
var lambda = require('@smallwins/lambda')

function sum(event, callback) {
  var schema = {
    'query':   {required:true, type:Object},
    'query.x': {required:true, type:Number}
  }
  var errors = validate(event, schema)
  if (errors) {
    callback(errors)
  }
  else {
    var result = {count:event.query.x + 1}
    callback(null, result)
  }
}

exports.handler = lambda(sum)

👯👯👯 run in series



var validate = require('@smallwins/validate')
var lambda = require('@smallwins/lambda')

function valid(event, callback) {
  var schema = {
    'body':          {required:true, type:Object},
    'body.username': {required:true, type:String},
    'body.password': {required:true, type:String}
  }
  validate(event, schema, callback)
}

function authorized(event, callback) {
  var loggedIn = event.body.username === 'sutro' && event.body.password === 'cat'
  if (!loggedIn) {
    // err first
    callback(Error('not found'))
  }
  else {
    // successful login
    event.account = {
      loggedIn: loggedIn,
      name: 'sutro furry pants'
    }
    callback(null, event)
  }
}

function safe(event, callback) {
  callback(null, {account:event.account})
}

exports.handler = lambda(valid, authorized, safe)

:floppy_disk: save a record from a dynamodb trigger :boom::gun:

AWS DynamoDB triggers invoke a Lambda function if anything happens to a table. The payload is usually a big array of records. @smallwins/lambda allows you to focus on processing a single record but executes the function in parallel on all the results in the Dynamo invocation. For convenience the same middleware chaining is supported.

var lambda = require('@smallwins/lambda')

function save(record, callback) {
  console.log('save a version ', record)
  callback(null, record)
}

exports.handler = lambda.sources.dynamo.save(save)

:love_letter: api :thought_balloon::sparkles:

lambda(...fns) create a Lambda that returns a serialized json result {ok:true|false}
lambda([fns], callback) create a Lambda and handle result with your own errback formatter
lambda.local(fn, fakeEvent, (err, result)=>) run a Lambda locally offline by faking the event obj
lambda.sources.dynamo.all(...fns) run on INSERT, MODIFY and REMOVE
lambda.sources.dynamo.save(...fns) run on INSERT and MODIFY
lambda.sources.dynamo.insert(...fns) run on INSERT only
lambda.sources.dynamo.modify(...fns) run on MODIFY only
lambda.sources.dynamo.remove(...fns) run on REMOVE only

`#! automatations` :memo:

@smallwins/lambda includes some helpful automation code perfect for npm scripts. If you have a project that looks like this:

project-of-lambdas/
 |-test/
 |-src/
 |  '-lambdas/
 |     |-signup/
 |     |  |-index.js
 |     |  |-test.js
 |     |  '-package.json <--- name property should equal the deployed lambda name
 |     |-login/
 |     '-logout/
 '-package.json

And a package.json like this:

{
  "name":"project-of-lambdas",
  "scripts": {
    "create":"AWS_PROFILE=smallwins lambda-create",
    "list":"AWS_PROFILE=smallwins lambda-list",
    "deploy":"AWS_PROFILE=smallwins lambda-deploy",
    "invoke":"AWS_PROFILE=smallwins lambda-invoke",
    "local":"AWS_PROFILE=smallwins lambda-local",
    "deps":"AWS_PROFILE=smallwins lambda-deps",
    "log":"AWS_PROFILE=smallwins lambda-log"
  }
}

You get:

:fast_forward: npm run scripts :running::dash:

This is :key:! Staying in the flow with your terminal by reducing hunts for information in the AWS Console. :shipit::chart_with_upwards_trend:

:point_right: npm run create src/lambdas/forgot creates a new lambda named forgot at src/lambdas/forgot
:point_right: npm run list lists all deployed lambdas and all their alias@versions
:point_right: npm run deploy src/lambdas/signup brian deploys the lambda with the alias brian
:point_right: npm run invoke src/lambdas/login brian '{"email":"[email protected]", "pswd":"..."}' to remote invoke a deployed lambda
:point_right: npm run local src/lambdas/login brian '{"email":"[email protected]", "pswd":"..."}' to locally invoke a lambda
:point_right: npm run deps src/lambdas/* for a report of all your lambda deps
:point_right: npm run log src/lambdas/logout to view the cloudwatch invocation logs for that lambda (remote console.log statements show up here)

Note: these scripts assume each lambda has it's own nested package.json file with a name property that matches the lambda name.

💫 create a lambda function in the aws console

@smallwins/lambda is deliberately a data flow control library with some convienance scripts
@smallwins/lambda is not a confiuration utility (aka a framework)
Do your config business in the AWS console: it is a best tool for that job (except when it isn't)

mkdir lambdabot
cd lambdabot/ && npm init -y
npm i @smallwins/lambda --save

Then add the following to your package.json:

{
  "name": "bots",
  "version": "1.0.0",
  "scripts": {
    "create": "lambda-create",
    "list": "lambda-list",
    "deploy": "lambda-deploy",
    "invoke": "lambda-invoke",
    "invoke": "lambda-local",
    "deps": "lambda-deps",
    "log": "lambda-log"
  },
  "dependencies": {
    "@smallwins/lambda": "^4.8.0"
  }
}

🐩 Now you can create a Lambda!




npm run create lambdabot
npm i
npm run deploy lambdabot brian
npm run invoke lambdabot brian ""
















                                          lets look at the code

Bot UX

All good Bots will always respond to:

help
status
blank input

And make sure your Bot can bashfully acknowledge things it does not understand!


       🤖 
       |
       |
       |
       |
       '--------------------------------------------------------.
                                              | thx!            }
                                              | ping me anytime }
                                              | [email protected] }
                                              '-----------------'

TEASER!

I plan to update this repo with:

part 1: call and response (alphabots)

a look at data formats for knowledgebases
regular expressions and natural language processing
alice, superscript, rive, chatscript

part 2: scripting (betabots)

payload and reply
the middleware pattern

part 3: stateful (bots)

aws storage options
finite state machines for stateful conversations
various ML techniques for fuzzy decision making

bots
bots copied to clipboard

Metadata

🤖:speech_balloon: the rise of the serverless bot

📞 significant communication technologies of our lifetimes ⚓️

🤓 a swath of terms

Bots aren't super new

Oldschool Bot platforms

Nuschool Bot platforms

:two_women_holding_hands::two_men_holding_hands: simultaneously the smallest unit of compute has become a function

💰 function pricing

For begin.com we chose AWS Lambda

💸 The real cost

👯👯👯 run in series

:floppy_disk: save a record from a dynamodb trigger :boom::gun:

:love_letter: api :thought_balloon::sparkles:

`#! automatations` :memo:

:fast_forward: npm run scripts :running::dash:

💫 create a lambda function in the aws console

🐩 Now you can create a Lambda!

Bot UX

TEASER!

part 1: call and response (alphabots)

part 2: scripting (betabots)

part 3: stateful (bots)

← Metadata

Owner

Metadata

bots bots copied to clipboard

Metadata

🤖:speech_balloon: the rise of the serverless bot

📞 significant communication technologies of our lifetimes ⚓️

🤓 a swath of terms

Bots aren't super new

Oldschool Bot platforms

Nuschool Bot platforms

:two_women_holding_hands::two_men_holding_hands: simultaneously the smallest unit of compute has become a function

💰 function pricing

For begin.com we chose AWS Lambda

💸 The real cost

👯👯👯 run in series

:floppy_disk: save a record from a dynamodb trigger :boom::gun:

:love_letter: api :thought_balloon::sparkles:

#! automatations :memo:

:fast_forward: npm run scripts :running::dash:

💫 create a lambda function in the aws console

🐩 Now you can create a Lambda!

Bot UX

TEASER!

part 1: call and response (alphabots)

part 2: scripting (betabots)

part 3: stateful (bots)

← Metadata

Owner

Metadata

bots
bots copied to clipboard

`#! automatations` :memo: