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good evening friends
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today we're going to get magic ml setup
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magic ml is an aide is an AI development
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environment for creating chat Bots and
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workflows and pipelines and other kinds
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of AI ml sort of task based sort of
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projects
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it requires Docker yarn and node.js18 or
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higher you can use npm but I suggest you
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use yarn instead of npm
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should use Docker you don't need Docker
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you could set up the containers
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especially the postgres database locally
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but we suggest to use Docker it's a lot
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easier to get set up and you should
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definitely make sure using node.js 18 or
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higher we're using some of the latest
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isomorphic JavaScript stuff yeah I smart
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for me that's it's like the front end
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and that requires no JSA team
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if you're going to do any of the more
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advanced voice video processing stuff
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that we have available including Discord
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voice you should make sure that you um
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also sorry a Google search or any kind
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of browser automation you should make
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sure that you're installing a chromium
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fmpeg and xpfd
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um
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and then we can get installation right
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to get our goal is to kind of get to
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this window or at least sort of a blank
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version
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so the first thing we want to do is
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we're going to want to clone the repo
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um I'll you also need to get installed
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obviously you can do this with the GUI
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get I'm going to do this in Linux on my
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terminal it's much the same
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so let's see I'm going to go here I
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actually have the project installed but
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I will do this from a new
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perspective of a new install
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so let's make a new terminal
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we've got here and I'll type in get
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clone magic ML and I will say uh demo
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magic demo
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great
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and it will take a little while this
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clone is quite large
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um okay well let's go and talk about
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what we're going to do next
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uh npm install well
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well I did say we should use yarn
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I can use npm install or you can use QRS
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whatever you want
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um Ellie's yarn install
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nope sorry I'm sorry to go in there
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first so I put the CD into my folder
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and so as of right now we have quite a
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lot of dependencies in here we're
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extracting them out into a plug-in
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system so you can install Discord or
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Twitter or whatever kind of plugin you
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want
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um or many plugins
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um with the goal of being able to Route
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data from you know you can your agent
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can connect to Discord but also be
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connected to Twitter and and use both
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these data sources input and output
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um right now all that's actually an
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internal to the project so it's quite a
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large install so while that is
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installing
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um I do have uh another cake that's been
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in the oven for a while
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um this is just another install of
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magical
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so assuming that that install is
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finished the next thing we're going to
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want to do is npm run Dev now this is
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the Quick Start I'll show you the slow
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start after we've done the quick start
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because it's a lot easier for
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development to split up the uh these
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pieces in case you want to refresh
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things
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so NPR on dev
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and that's going to start abbreviate the
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database all these containers with cache
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server which is redis
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goes through
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redis that is
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I always wonder
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I hear it both ways
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go see what the founder said
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um it looks like the server is loading
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on 8001
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and probably somewhere buried in there
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our client started up on
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4200 yeah so that's our our client so
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we're gonna open that up
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um so there's a couple of common gotchas
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that I'm gonna show you
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one of them I'm gonna make a new
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temporary window sorry I'm just gonna do
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this off of my screen
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because I've already opened this here
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and I've already accepted my
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certificates and you might have an issue
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I want to make sure that we just
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troubleshoot that really quick
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so
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we probably won't have any open windows
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and it will probably look either like
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that window or like this
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um
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but I'm going to take that into my
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temporary window to show you this
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troubleshooting thing real quick
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so we're using self-signed certificates
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and SSL
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so you can avoid this by creating your
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own SSL certificates and putting them in
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the search directory of
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um the the project repo but you're
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probably not going to do that you're
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probably going to want the easy thing
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that doesn't require understanding a
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bunch of certificate stuff so I'm going
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to show you the sort of hockey way to
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get around that
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if I go into my console you will see
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that I have an error and I'm stuck on
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this please wait and so if you're stuck
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here you see this and then check your
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console you don't have to check your
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console you just go there but it's a lot
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easier to find where you got to go by
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checking your console
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so I'm going to copy this link address
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and make that away and you'll see my
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connection is not private
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um the reason is just because the
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certificate Authority that issued the
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certificate is not associated with my uh
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like my computer doesn't trust it
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basically and
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you know your computer won't trust it
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either so if you press Advanced you can
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proceed to localhost now
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I'll help you with one other
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troubleshooting thing you might say well
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but I don't see in advanced okay great
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so let's load Chrome right
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pull that
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um I recommend using chromium for
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development uh just generally it
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um has some nice features
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but Chrome is nice too
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so that's going to load up
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I'll just uh load up profile
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and if I go to this
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you will see oh hey look at that
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advanced
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okay well it actually allowed me now in
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previous versions Chrome it didn't allow
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me and uh so what I would type is this
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is unsafe if you're not if you can't get
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through on Chrome type this is unsafe
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you can also type I know what I am doing
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but I suggest you type this is
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shorter
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um and you could look it up you know you
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can see that on like a Mac you're gonna
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have to do that in order to get through
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um
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you know it is unsafe but we're
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connecting to ourselves I think it's
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gonna be okay
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okay so you can see we have no spells
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um this is actually our back end server
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if you type slash spells to our server
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you can see it's got no spells
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but in our front end we can also see
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there's no spells let's refresh that
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really quick
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and then you can see we've got no spells
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for sure so let's create a new spell
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um I would like my spell to be named
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I'm just going to Echo my response back
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so I'm just going to tell I'm going to
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call it Echo
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cool this is I want my input to be my
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output so this is what you should be
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seeing
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my inspector
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um
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so let's just give a quick outlay of
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what's going on here
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um this is called your composer this is
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where you actually built your node
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graphs you can put node graphs inside of
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node graphs and so this is kind of how
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you can post them up here you can add
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many note graphs open many up and and
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kind of switch between them
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um over here if you have a node that has
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text editor it will show up here
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let me show you what that looks like if
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I go and create a variable let's say a
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few shot variable which is just a fancy
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way of saying
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AI way of saying
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prompt or text
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um
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I will uh you will see that I have a
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text editor right here right and I can
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save it and then I can take that and
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put into other things it's very useful
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for building a few shot templates and
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other kinds of tasks
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I have a state manager the state manager
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um I can store State across the graph so
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I have the ability to write and read
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State and I also have access to the
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state in certain nodes like the code
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node so this is kind of a way to track
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graph state
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uh if you want to you really don't have
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to use this but some people like to
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think of like kind of a you know having
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state that propagates from the beginning
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to the end and then you can grab that
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state and then even like bring it back
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in the next Loop and put it back in at
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the start so that you can create kind of
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a statefulness that way I tend to use
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events and recalling events for kind of
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say for loot but this this is a good way
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to do it this is also fairly performant
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and it's just passing an object around
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um the event manager so this lets me
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view all the different events
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um against uh I can just arbitrarily
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create and save events like if I in my
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agents I can store event
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um events
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that's how I start conversation usually
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um the primary event is like a main
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event and then if you want to store a
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secondary event you can put it there
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um and that would be like the speakers
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as a message and then the agent response
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to it or the topic changes and maybe you
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want to start the old Topic in the in
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the topic change right
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um and that way you only have to recall
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the last topic to also get the little
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topic
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um and then you can even do like
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comparisons and you know things like
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that
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um what else we also store facts this
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way um but usually I only use the
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primary event and I'll just add facts or
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I could add agent facts and primary vet
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and speaker facts in the secondary
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um you know I can imagine a lot of
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different ways I might use that I also
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have a
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recall event
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ventricle this is kind of the opposite
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this actually gets the event back
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um great so
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um then I also have an agent manager so
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agent manager lets us create agents
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agents uh some UI is not too great but
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basically you put in like your open AI
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key your ethereum keys and then you can
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enable different
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excuse me um
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a uh connectors for your agent this is
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Kyle you can have an agent that you know
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is multimodally aware of input and
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output streams on all of these different
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uh sort of
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um platforms so right now we're really
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focused on Discord and Twitter
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um the rest we have written the code for
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and tested at some point but they're
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temporarily deprecated we'll bring them
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back to the new plugin system
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um but the two that really focus on are
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right here
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um and if you want your agent to do any
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kind of AI stuff you will definitely
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need to put an open AI key
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cool
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um the Avatar down here is for
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previewing uh it will play back voice
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and mouth moves eventually we'll have uh
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integration with our character creator
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stuff this is a little bit temporary
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right now just for testing
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um but this this is designed to sort of
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all unified interact with your agents so
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you can uh
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communicate with an agent if you want to
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you don't have to do embodiment this is
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just kind of for fun you can totally
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close that and not even think about
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avatars as part of your thing if you're
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just doing rest crafts and stuff don't
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don't worry about the avatar
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um so this this whole thing is actually
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exposed as a rest API
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um right now it's unauthorized we're
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assuming you'll bring your own
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authorization and wrap it on top
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but if the community wants authorization
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we'll add it
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um Marcel wants to build it
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um that means that if you were too
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exposes to the internet people could
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access these graphs and run them
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um if you built the authorization on top
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that also means that you know you can
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safely just build rest endpoints with
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this tool not not even really thinking
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about agents or anything at all
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but the agents are really a way to
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create the statefulness of a of us of a
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the agent the difference is that the
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agent carries its own State and does its
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own action as opposed to somebody coming
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and hitting your rest API and basically
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just calling this graph right here and
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getting an output but if you wanted to
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have an uh just you know a rest API
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Builder that ran your notebook this
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could be really really helpful for
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running some arbitrary JavaScript or
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python or notebooks or or of course the
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whole complex pipeline of logic and all
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that
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um
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so sorry I digress going on into the
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rest of the UI here
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um you see we have the uh the play test
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uh and the console so the console let's
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drag it over here
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um the console shows you output of
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certain nodes
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um
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and the play test lets you drive input
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into the nodes
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so the play test there's two different
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kinds of ways you can use it
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um but I'm gonna have to show you uh in
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the context of kind of building up this
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uh this little graph we're going to do
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um so I have a trigger n
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I have an input I have an output right
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great I'm gonna
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um
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take the trigger in and make sure that
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it says received from play test and for
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this output I'm also going to make sure
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that that is true and then for the
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output the same I'm going to send a play
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test I want to make sure that those are
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all true and then in the middle I'm
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going to add
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an echo node and the echo node just
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shows me a result of whatever's coming
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through uh but one thing this may be
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fixed but we've noticed that if you just
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kind of Drive the output directly into
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the input the the craft Runner doesn't
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really like that because it doesn't have
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any work to run
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um to set the values
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um so we have to have some kind of work
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between our inputs and outputs yeah I
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mean we it's kind of an edge case that
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you would ever not have some kind of
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work anyway right even if it was a
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decision to not send work so this is
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kind of the most MVP
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you know minimum viable graph that I
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just get some input sense of output
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I can save it by going to file save
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um and I say pretty constantly also
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since this is very very Alpha technology
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I highly recommend that as you save you
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also export your spells that way later
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you will be able to import them back
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into your graph
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okay
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so
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um all good got your input got your
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output uh got your Echo
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and let's say hello world
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and you can see well I said hello world
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and I got a response of hello world
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uh and so it did what I expected it to
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do now if I were to not have those
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connected what would happen
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ah nothing I get no response so clearly
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uh this Echo is doing what I expect
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um you can also verify that the control
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flow is coming through and another nice
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thing is
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um
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it's like test you know this this green
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will show you uh nodes that run a nodes
00:15:52
that don't run so if I had another node
00:15:54
here you know I want to fully engaged
00:15:59
let me do that again so it's not
00:16:00
highlighted hello you'll see it's not
00:16:03
highlighted it shows you the execution
00:16:04
flow of the graph
00:16:07
um
00:16:08
so yeah I mean that's uh you know
00:16:11
there's obviously quite a lot to get
00:16:13
into with all the different things but
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just keep it simple
00:16:16
um this is kind of how you get started
00:16:19
um I guess the last thing that I'll show
00:16:21
you is importing graphs so if you want
00:16:24
to say load Eliza which is our uh in
00:16:27
development sort of AI project go to the
00:16:31
file go to the open menu let me do that
00:16:33
again really quick open spell here and
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you go to the import button right there
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and then uh you go to your downloads and
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you'll just randomly open one of those
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look at that pretty cool
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and there you go
00:16:49
um just got a random I mean obviously
00:16:51
this is another test spell I was running
00:16:55
um and that's it
00:16:57
hopefully that was helpful
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