►
From YouTube: Event in Spanish: Open Source with @tiangolo
Description
¡¡Estamos emocionados de invitarte a un próximo evento con @tiangolo (Sebastián Ramírez) como nuestro invitado especial! Como reconocido desarrollador de software de Colombia, @tiangolo ha realizado importantes contribuciones al mundo del Machine Learning y sistemas de datos, construyendo APIs y herramientas para organizaciones de todo el mundo.
Durante el evento, @tiangolo compartirá información sobre la creación de FastAPI, Typer y otras herramientas de código abierto. También hablará de su pasión por trabajar con Deep Learning/Machine Learning, sistemas distribuidos, bases de datos SQL y NoSQL, Docker, Python, TypeScript (y JavaScript), modernas APIs de backend y marcos de trabajo modernos de frontend.
Esta es una oportunidad única para aprender e interactuar con uno de los desarrolladores de software más respetados de la industria. ¡No te pierdas la oportunidad de unirte a nosotros en este emocionante evento! Esperamos verte allí.
A
A
Hello,
good
morning,,
good
afternoon,
good
evening
from
wherever
you
are
in
the
world,
today.
Welcome
to
Open
source
Friday
Wednesday.
We
are
cheating
a
little
today
because
the
month
of
the
And,
then
we
have
to
finish
the
full
celebration
with
a
bank
as
they
say,
but
really
the
month
of
the
maintainer
should
be
every
month.
We
already
know
that
we
all
depend
on
open
source
in
an
incredible
way.
As
they
say
we
are
How
sitting
on
the
men
of
giants
or
loaded
by
the
men
of
giants.
Correct
me,
please
put
it
there
in
the
chat.
A
I,
don't
know
where
you're
joining
from
today
tell
me:
I
see
people
from
Monterreal
Hi,
deni,
hello,
Ricardo,
Hello,
Hello,
everyone
I'm
here
from
Florida,
it's
hot
enough!
What
can
I
tell
you,
but
not
so
hot
as
Medellín
last
week,
Hello
Alejo
welcome
welcome
everyone,
Hello
Belén
good
for
those
of
us
who
have
not
been
in
this
program.
A
It
is
simply
a
celebration
of
all
these
incredible
people
who
not
only
contribute
so
much
to
the
open
source
ecosystem,
but
have
also
helped
make
it
We
work
in
a
more
efficient,,
effective
and
happier
way
with
all
the
work
that
they
have.
Done.
One
of
those
great
people
that
we
have
is
our
guest
today,
and
with
great
pride
I
say
that
he
is
my
countryman,
because
he
is
also
from
Colombia,.
He
is
Colombian,,
but
He
lives
abroad,.
He
is
currently
based
in
Berlin,
eh.
Suddenly.
They
have
heard
about
the
tool
that
he
created,
pyt
phase,.
A
Suddenly
he
used
them,
if
they
have
used
a
false,
identity,
I
think
that
everyone
at
some
point
from
the
other,,
if
it
is
python,,
put
a
little
message
there
in
the
chat.
Let
us
know
Sebastián
Ramírez
tiangolo
has
been
working
building
activities,
building
tools
for
Machine
learning
to
promote
in
all
parts
of
the
world.
He
has
a
lot
of
experience
with
companies
here
in
mid-western
Europe.
He
likes
to
build
things.
A
He
builds
Data,
sometimes
working
with
docker
python
type,
javascript
Motors,
and
at
this
moment
he
is
dedicating
himself
more
than
anything
to
phase
and
there
is
typer
and
other
of
his
Open
source
projects.
At
the
same
time,
he
is
an
external
consultant.
He
works
as
a
contractor,
and
you
also
have
to
ask
him,
because
I
just
saw
that
I
just
did
go
in
one
by
one.
I
think
it
was
now
that
you
correct
me
But,
then
we
are
going
to
bring
Sebastian
in,
and
here
we
come
Hello
hello,
Sebas
How.
Are
you
Hello.
A
B
A
B
A
B
B
A
B
A
Imagine
how
proud
I
am
that
the
first
Once
they
do
this
experiment
and
they
do
it
and
you're,
not
the
first
in
Latin
America,
it's
the
first
in
the
world,
So
spectacular,
Thank,
you
very
much
Sebastián
Well.
Now
that
I've
finished
the
introduction.
I
didn't
want
to
take
credit
away
from
secovia,
because
what
I'm
doing
is
supporting
this
ecosystem
and
supporting
you,
you
and
your
project
is
spectacular.
So,
we
leave
you
with
that,,
you
already
know.
Sebastián
is
the
first
felo
of
secueca
Pro
And,
so
we
are
here
to
talk
about
you.
A
B
B
A
B
B
B
A
B
A
very
funny
story,
because
I'm,
a
homeschooler
I
didn't
go
to
college
and
I
didn't
go
to
college
and
you
first
grade
and
in
college
after
that,
I
dropped
out
and
I
was
studying
with
my
parents,,
which
at
that
time
wasn't
even
called
homeschooling,.
It
was
the
man,
this
weirdo
who
doesn't
go
to
school,.
It
was
like,
just
super
weird.,
So
I
studied
there
at
home,
with
my
parents
with
all
the
materials
and
like
all
the
normal
studies.,
but
well,.
It
was
from
there
at
some
point.
B
A
B
Values,
and
industrial
safety,
a
lot
of
things
well
on
that
side,
but
much
more
on
the
social
side,
not
on
the
technology
side
and
I
was
trying
to
help
them.
So
I
was
doing
graphic
design
things
then
at
some
point,
video
editing
and
music
production,
and
things
like
that
and
well.
Why
always
I
liked
computers
and
stuff
and
at
some
point
I
thought,?
As
you
can
see,,
they
should
have
a
web
page,.
It
should
be
So
I
thought
it
should
be
easy,.
B
A
B
A
B
Of
things
to
administer
systems
and
to
install
that
one
copies
php
files
for
ftp
and
that
they
have
connected
to
a
database
like
that
old
fashioned
without
me,
programming
really
a
lot
to
handle
the
content
of
the
web
page
to
handle
the
customers
and
the
sales
and
a
lot
of
things
like
that.
That
vivisalpa
never
really
used
almost
because
that
No,,
it
really
didn't
help
at
all
Well,
as
much
as
we
can
say,
no,,
but
well,
I
threw
a
lot
of
power
at
it
and
learned
a
lot
through
that.
B
Fiddling
with
computers,,
we
see
that
it
was
like
one
of
the
first
lessons.
I
think
it
is
one
of
the
most
important
and
I
always
say
when
they
ask
me,
like
Hey
Like,
what
suggestion
do
you
have
or
something?
I
always
say
that,
focusing
on
a
problem,
a
problem
that
is
important
to
you,
and
hopefully
you
are
very
close
to
that
problem
itself.
That
affects
one
ideally,
because
that
way,
one
can
optimize
so
that
the
solution
is
useful.
A
Yes,
so
beautiful
I
love
it,
you
set
them
up
tremendous
infrastructure
for
them
to
run
everything
They
don't,
well,.
It's
not
that
big
of
a
deal,,
my
son,,
but
it's
okay.,
Super
spectacular.
Look,.
Many
of
the
big
solutions
that
we
have
now
in
the
world
began
this
way
to
solve
your
own
problem,.
As
you
say,
you
are
close
to
the
problem
and
that
more
than
living
it
then
you
The
Zancudito
bit
you
started
and
I.
Imagine
that
it
was
there
that
changed
the
trajectory
of
what
you
were
going
to
do.
Yes,.
A
A
B
A
B
A
B
B
Swallowed
my
grief
and
I
proposed
as
Oh
Here
is
the
solution
and,
as
This
is
what
I
propose
the
solution
to
be
comes
as
Oh?
Yes,
great
approved.
You
know
that
you
come
handle
this
project
and
they
released
it
to
me,
like
this
and
I
think
that
this
was
like
one
of
the
first
things,,
maybe
before
that
I
would
have
fixed
some
ice
creams
like
some
grammatical
error
or
something
like
that.
B
It
seems
to
me
that
these
are
one
of
the
first
contributions
that
one
makes,
one
of
the
easiest
among
quotes
to
do
because
well,,
it
is
not
something
that
will
exploit
all
the
code
or
something
like
that,.
However,
they
are
also
one
of
the
most
key
things
that
people
who
are
just
starting
a
project.
Do,
people
who
are
new
to
the
project
that
the.
B
A
Thanks
for
commenting
Thanks
for
telling
me
about
it,
because
sometimes
we
get
stuck
that
it
has
to
be
something
I'm
going
to
want
to
contribute
But.
It
has
to
be
the
one
chirp,
that's
going
to
fix
everything,
no
and
really
bring
a
new
pair
of
eyes
to
a
project
and
go
through
everything
from
the
beginning
of
contributing
to
the
end
or
just
using
the
tool
for
the
first
time.
A
A
Cheer
up
Because
another
one
sometimes
starts
to
look
at
something
so
much
that
everything
looks
the
same.
So
really
It's
super
important
to
bring
that
spectacular
experience
with
fresh
eyes.
So
you
started
to
contribute,
or
you
were
already
contributing
and
I.
Imagine
that
you
obviously
continued
to
work
actively
as
an
engineer
and
how
Face
was
born
How
did
you
get
there.
B
Well,
Let's
say
that
those
were
like
one
of
the
first
little
things
I
did,
but
it
was
still
very
little,.
It
was
like
one
more
detail
in
one
corner
and
another,
but
then
let's
say
that
the
first
half-successful
project
I
did
with
free
code,
was
that
I
was
trying
to
deplo
and
deployment
method
of
applications
with
flash
with
python
with
Flash
to
do,
but
well,
I
wanted
to
do
it
in
a
way
that
would
work
for
production
that
would
have
good
performance.
That
was
well
deployed
that
everything
was
well
connected.
B
So
I
had
to
combine
several
tools.
They
are
even
looking
for
what
combination
has
the
best
performance?
So
I
had
to
learn
about
a
tool
with
its
configurations
and
I
had
to
learn
about
gmails
and
del
and
combine
a
lot
of
bits
to
be
able
to
mount
the
Flash
application
and
I
ended
up
doing
a
lot
of
combinations
and
even
understanding
a
lot
of
configuration
systems
for
those
tools.
specific
ones
that
were
super
specific
to
those
tools.
I
had
to.
B
B
B
And
after
having
done
all
that,
what
I
wanted
was
to
save
him
the
time
to
study
and
understand,
How,
to
configure
everything
so
that
everything
works
well,
save
it
for
the
next
developers
that
arrive.
So
what
I
did
was
some
docker
images
to
deploy
with
with
and
well
believe,
the
images
everywhere,
and
what
I
did
was
that
I
put
all
the
documentation
explaining
this
is
done.
This
is
how
this
is
done
and
explained
how
to
use
this
image
very
well
and
in
great
detail.
The
idea
was
that
people
could
arrive
with
their
code.
A
B
B
B
A
A
B
A
B
A
point
I
was
working
in
this
company
in
Colombia,
leading
a
team
of
developers
and
what
we
did
was
a
bit
like
consulting.
So
we
ended
up
building
products,
new
ones,
all
the
time
and
starting
again,
almost
from
scratch,
but
they
all
had
certain
similarities.
It
was
always
to
process
data.
Machine
learning
distributed
systems
always
had
there.
A
B
B
Python
had
new
language
features
such
as
type
annotations
and
like
there,
without
then
there,
without
giving
very
good
performance
to
the
type
annotations
types,
are.
What
autocompletion
and
inline
errors
provide
when
you're
editing
the
code
So
it's
super
convenient,
but
well
that
wasn't
necessarily
obvious
and
there
wasn't
any
framework
that
took
advantage
of
these
advantages
of
the
language
because
well
it.
B
B
Try
to
build
this
and
I
looked
up.
What
were
the
tools
that
would
have
to
go
underneath
so
I
saw
that
starlett,
which
is
the
tool
which
is
the
part
that
does
all
the
web
part
and
what
is
the
part?
The
tool
that
does
all
the
data
validation
part
would
be
data
documentation.
So
one
is
in
charge
of
all
the
web
part.
Others
is
in
charge
of
all
the
data
part
and
I
put
them
together
and
I
mixed
with
putting
in
a
lot
of
the
standards
Well.
B
What
I
did
first
was
I
spent
months,
studying
the
Open
standards,
Jason
skima
or
you
that
are
like
the
standards
below
Let's,
say
low
level
of
how
an
iPad
works
is
defined
and
all
this
kind
of
things
so
that
later
there
can
be
much
more
interaction
between
components,
for
example,.
The
fact
that
it
is
based
on
openity,,
which
is
the
standard
for
defining
activities,.
A
B
Creates
then,
because
I
studied
a
lot
of
those
standards,.
Then
it
contributes
a
couple
of
little
things
to
these
tools
to
be
Since,
before,
obviously,,
the
first
version
of
Jason
Kima,,
which
is
the
standard
for
defining
data
within
the
country,,
and
then
I
put
them
together
with
annoyance
and
I
added
some
additional
things,,
such
as,
depending
on
other
things,,
and
to
her.
B
It
was
like
the
piage
base,
but
well
It
was
this
whole
process
of
learning
from
all
the
frameworks
that
had
existed
before
and
that
they
had
a
lot
of
great
ideas
that
I
was
also
adopting
and
seeing
how
Oh
this
one
does
This
thing:
that's
great
I
want
to
have
this,
but
I
need
the
other
things
So.
How
do
I
get
everything
together
then,
and
that
was
how
I
ended
up
putting
everything
together
in
one
package
that
would
solve
all
the
things
I
wanted
to
solve.
And
not
require
using
the
things.
B
I
didn't
need,
and
do
it
all
the
way
I
thought
that
it
was
like
the
most
productive
and
efficient
and
the
most
intuitive
to
use
for
developers
also
putting
a
lot
of
energy
into
the
developer.
Developing
the
developer's
experience
when
using
it
Outside
outside
Very
good
I,
wanted
that
when
trying
to
try
to
put
the
autocompletion
in
the
editor,
they
showed
me
all
the
parameters
of
all
the
things.
A
B
Possible,
the
best
possible
user
experience
in
all
the
Editors
and
then
when
I
had
that
more
or
less
defined.
That's
when
I
started
to
write
the
internal
code
of
fastipi,
which
is
sometimes
like
the
process
Sometimes,
it's
like
the
other
way
around,
creating
the
internal
parts,
and
then
it's
like
Well.
How
do
we
make
it
so
that
users
can
interact
with
this
I?
Did
it
a
little
backwards,
because
I
wanted
to
optimize
That's
the
same
with
the
documentation,
a
lot.
I
think
I
wanted
the
documentation
to
be
like
super
super
How.
B
And,
it
kind
of
allowed
people
to
come,
having
only
the
basics
of
python,
without
assuming
that
they
had
to
know
nothing
more
to
be
able
to
learn
from
Vips.
So
the
idea
is
that
they
can
learn
days
while
they
learned
to
annoy
and
that
they
could
learn
everything
necessary
and
related
to
be
able
to
use
it
effectively.
That
era
as
what
I
wanted.
I
wanted
the
documentation
to
be
like
how
I
wanted
him
to
explain
how
to
use
these
tools
when
I
was
starting.
That
was
like
what
I
was
trying
to
do.
A
B
B
A
Word
I
was
looking
for.
But
I
had
stagnant
soup,,
it's
not
a
soup,,
it's
a
spectacular
sancocho,
exactly
And
look,.
Obviously
the
reputation
that
the
documentation
has
continues
all
the
effort.
There
is
a
message
from
Camilo
that
the
documentation
is
spectacular,
that
I
have
learned
a
lot
and
without
a
basis
of
anything
from
apis
So.
That
was
the
non-
spectacular.
B
A
It
was
worth
all
the
effort
for
you.
We
are
going
to
share
your
screen
because
I
want
you
to
give
us
a
mini
tour
So.
You
are
And
also
because
I
know
there
were
a
couple
of
questions
that
we
are
going
to
get
to
them,
but
also
Oh.
So
you
can
tell
us
Well,,
just
as
you
say,,
let's
go
accessible.
What
serving
So.
B
This
is
the
page
if
anyone,
if
anyone
who
is
watching
this
recorded
video,
knows
how
the
python
bases
is
enough
to
start
testing,
and
the
first
page
is
enough
to
test
the
bases
to
bother
and
understand
more
or
less
how
it
works
and
know
If
you
like
the
first
page
or
not,.
It
is
enough
to
say
that
oops
I
did
not
like
this
and
already
discard
it.
B
A
B
B
A
B
Really
this
the
at
is
used
It's
really
with
functions,
but
let's
say
that
we
tell
him
with
this
robbery.
What
we
are
saying
is
his
thing
with
this
thing
that
he
has
here
below,
and
what
what
he's
going
to
do
is
he's
going
to
say
Well
when
someone
comes
and
sends
a
spare
one,
an
http
message
that
goes
to
the
root
of
the
URL,
that
is
aslash.
Let's
say
that
someone
goes
to
dot
com
and
that
our
dot
com
Yes.
A
B
B
To
bother
So
I
want
you
to
call
Main
refers
to
this
file
Main
and
Inside.
The
Main
asset
I
want
it
to
import
and
run
the
object
called
app..
So
I
saw
with
a
colon
a
and
I'm
going
to
tell
it
so
that
when
I
modify
the
asset,
it
updates
automatically.
So
I
put
it
to
run,
and
it
tells
me
it
's
already
running
here
in
this
address.
Then
I'm
going
to
run
this
so
that
this
little
screen
and
we.
B
B
A
A
B
A
B
Update
it
immediately
here
and
now,
then
we
can
go
here
to
the
URL.
We
are
going
to
go
to
Slash
items.
We
told
him
that
there
is
going
to
be
an
integer
number
So.
We
are
going
to
put
five,
and
here
he
is
going
to
return.
The
message
that
we
said
item
is
5
and
q
is
null
then
q
and
there
It
is
going
to
extract
it
from
the
leather
parameters
and
the
leather
parameters
are
the
ones
that
go
after
the
after
the
passage
of
the
route.
B
When
there
is
the
question
mark,
we
say:
q
equal
to
Hello
world.
We
are
going
to
put
it
like
this
all
pasted
and
already
for
the
world
Hello,,
so
phase
is
going
to
extract
it
from
the
parameters
of
cueri
and
it
is
going
to
put
it
here
inside
this
parameter
q
And.
So
here
we
are
going
to
have
access
to
it
from
the
inside.
Now
the.
B
B
From
right
here
we
can
say
Hey
I
want
to
try
a
request
in
which
I
am
sending
you
some
text
here,
sending
you
the
data
well,
and
it
communicates
directly
with
the
one
we
have
running
here.
We
can
interact
as
we
go
developing
how
to
interact
with
our
own
IP
without
having
to
deal
with
additional
tools.
A
B
B
We
are
going
to
create
a
new
one.
We
can
tell
you
below.
It
is
asynchronous,
but
in
most
cases
when
they
already
have
some
code
that
already
exists
or
are
using
tools
that
are
not
necessarily
compatible
And
now
and
only
use
Easy
in
the
cases
in
which
I
want
to
optimize
performance
like
that
a
lot
and
how
can
get
into
all
the
detail
to
see
that
it
is
compatible
with
izzing
and
all
that
kind
of
thing.
B
B
B
B
A
B
Generates
automatic
documentation
for
us
even
for
our
own
data.
This
item
is,
we
create
second
data
of
the
application
that
we
care
about.
We
do
the
things
that
matter
to
us
for
the
application
that
we
are
using.
It
is
not
something
that
is
only
for
internal
things
to
annoy,
but
we
can
have
automatic
documentation
for
the
application
itself
that
we
care
about
For
example,.
Let's
say
that
we
want
to
put
a
streaming
list
that
by
default
is
an
empty
list,.
We
save
this,,
we
update
the
page
here
and
now
we
have.
B
A
A
B
And
since
these
already
have
a
default
value,,
it
returns
it
to
us
with
that
default
value,.
But
if
we
send
some
data
that
is
invalid,
for
example,,
instead
of
sending
a
streaming
for
it,,
we
demand
a
Jason
object,,
a
dictionary
that
has
something
like
this,
for
example,.
We
try
execute
that
uses
these
type
annotations,
these
same
type
annotations
that
we
are
using.
A
A
A
B
A
B
A
B
B
B
B
B
B
A
Is
down
is
spectacular
because
it's
not
only
the
speed
with
which
you
can
start,
but
also
that
it
helps
you
prevent
mistakes
Not
that
we
make
them
aversively,
Wow
spectacular,
Hey,
look
in
less
than
fifteen
twenty
minutes,
no
less
than
15
minutes.
Look
at
everything!
You
did
super
So,
that's
all
as
it
is
based
in
the
standards.
It
is
ready
for
production.
You
can
use
the
pious
phase
in
production.
B
A
little
detail
an
additional
detail
that
is
not
very
common
and
that
is
not
very
common
to
be
known,
but
that
in
an
operation
and
Super
powerful.
Is
that,
since
this
is
based
on
standards,
this
generates
this
daily
Open
we
get
into
here
is
a
giant
Jason,
showing
all
the
details
of
how
it
is
defined
and
with
this
giant
Jason
as
it
is
based
on
standards,
we
can
use
another
few
tools
and,
for
example,
we
can
create
automatic
clients
in
other
languages.
B
For
example,
we
can
create
automatic
clients
to
communicate
with
the
one
that
we
can
then
use
on
the
border
side
that
will
have
autocomplete
online
error
checks,
all
all
the
data
and
all
based
on
the
Api
So.
Those
who
are
writing
and
sending
and
sending
it
like
the
parts
are
going
to
have
autocompletion
so
that
the
data
they
have.
B
Name
price,
all
that
kind
of
thing,
and
that
is
even
documented
in
the
same
documentation
So
in
the
end,
one
is
left
with
a
super
nice
client
like
I,
don't
know,
There
have
a
service
point.
Instead
of
having
to
do
all
the
http
communication
using
Access
using
I,
don't
know
using
fetch
or
some
other
javascript
and
well.
It
will
be
left
with
autocompletion
of
all
the
things
that
can
be
executed
with
it.
Api
o,
and
it
will
also
have
autocompletion
of
the
parameters
that
it
can
receive
here.
I
already
had.
A
B
A
B
Have
autocompletion,
they
have
online
error
checks
and
they
don't
have
to
write
a
bunch
of
code
that
they
would
normally
have
to
write
for
data
validation,
and
you
have
automatic
data
validation,
data,
serialization
automatic
data
documentation
and
from
there,
but
also
automatic
data
documentation
itself.
Yeah,
because
this
Jason
thing.
B
B
Is
also
a
system
of
trend
injection
management
that
allows
you
sound
sophisticated,
but
only
that
foot
phase
I
execute
some
function
and
allows
you
to
do
things
like
any
type
of
thing
for
which
you
would
not
imagine.
There
has
to
be
a
plugin
for
phase.
You
really
almost
never
need
plugins,
because
they
are,
you
can
use
the
same
tools
that
one
would
use
directly
and
connect
them
with
this
system.
Dependency
injection
that
only
one
function
that
one
happens
to
annoy.
A
A
B
Let's
say
the
first
part
is
the
errors
of
the
errors
of
the
data
that
is
received.
It
is
going
to
be
validation
of
that
data
And.
It
is
going
to
avoid
a
lot
of
all
those
errors,
because
you
send
them
directly
to
the
client
telling
him
here
are
his
data
errors
and
sending
him
as
the
specific
http
code
for
data
errors
telling
him
Hey.
What
you
sent
is
invalid
mark
fix
the
data
and
send
me
corrected
So
that
already
fixes
a
a.
A
B
B
In
the
Code
of
another,,
many
errors
are
avoided
for
having
everything
based
on
type
annotations,
because
the
editor
itself
tells
one
they
are
doing
something
invalid
here
or
the
editor
tells
you
one.
You
are
doing
this
operation
with
this
object.
That
could
be
an
integer,
but
could
also
be
could
not
could
not
be
in,
and
it's
telling
you
how
here
you.
B
B
A
B
With
something,,
all
of
that
is
using
or
is
also
based
in
the
same
way
that
I
was
using
in
openipia,
and
it
is
based
on
two,.
So
one
can
set
up
systems
with
the
ones
that
one
makes
the
games
with
other
third-party
applications
very
easily,
or
you
can
create
a
system
with
which
other
applications
come
and
login
with
one.
Then
it
could
be
like.
B
A
Whole
flow
super
I,
love
that
view
of
the
editor
that
you
showed
us
new,
that
it
was
like
more
didactic
that
could
be
interactive.
Then
you
give
us
all
the
links,
Of
course
everything
is
in
the
documentation.
Obviously,
on
the
project
page
super
super
spectacular.
Let
me
see
if
there
are
any
other
questions
in
the
chat
that
we
can
answer
quickly.
Those
who
asked
if
this
It
is
recorded.
Yes,
it
is
on
the
github
YouTube
channel
and
there
is
also
the
live
link
to
see.
A
B
If
I
am
not
wrong
and
if
I
am
not
getting
confused,
it
is
a
framework
to
create
Apps
in
javascript
Well
in
Note,
10
and
well.
One
could
also
use
it
with
that
kind
of
thing.
The
question
is,
and
the
language
as
in
Yes
it
is
very
good
and
the
capabilities
it
has
for
type
annotations,
and
this
type
of
thing
is
great.
It
is
perhaps
the
best
there
is,
but
in
python
it
has
an
advantage
that
no
other
language
that
I
know
of
has,
and
that
is
that
one
can.
A
A
B
Best,
but
they
don't
have
how
to
give
validation
of
the
data
from
the
iPad
itself,
Only
how
to
check
that
the
code
is
correct,
but
not
how
to
do
validation
of
the
data
itself,
as
it
is
done
in
python
and
python
allows
access
to
that
information
of
What
are
the
types
of
each
thing
you
can
have
these
tricks
and
these
data
validation
things
automatic
documentation
is
automatic,
realization
all
that
there
is
no
way
to
get
that
in
the
other
languages
.
That
I
have
seen
at
least
I
almost
moved
to
this
explanation.
B
Know
how
it
would
be
native-
let's
say
one
can
emphasize
that
one
can
create
split.
Let's
say
the
application
into
multiple
files
And.
Then
there
is
a
component
that
is
a
fouter
IP
that
would
be
like
making
multiple
mini
applications
of
and
then
put
them
all
together
and
one
can
put
a
prefix,,
let's
say,,
to
that.
Router
of
that
This
goes
in
I,
don't
know
in
the
URL
Slash
B1
to
say
how
this
is
version
one,
and
there
is
another
one
that
will
go
to
another
specific
footprint
So.
B
B
B
A
B
Projects
that
have
Discovery
of
all
the
code
that
Piper
has
has
So
the
model
I
think
is
at
97%.
So
that's
why
I
haven't
released
it
as
a
higher
version
yet
and
I'm
missing
some
little
details
from
the
documentation.
I
have
been
told
by
people
who,
like
the
documentation-
and
they
have
told
me
how
very
complimentary
things
and
then
how
it
works
in
production
and
this
kind
of
thing,
but
there
are
still
additional
things
that
I
want
to
do
to
it.
B
A
B
A
B
B
A
B
B
Conventions
because
many
times
Those
tools,
There,
are
many
that
make
a
lot
of
noise.
That
say
unnecessary
things
and
that
say,
like
Oh,
I
do
n't
know
what
documentation
needs
to
be
put
in
this
little
corner
here,
and
a
lot
of
errors
that
keep
making
noise
around
really
more
important.
Problems
like
this
variable
It,
never
defined
it
that
it
would
be
something
that
would
exploit.
A
B
B
A
B
B
A
A
A
A
B
B
A
B
A
A
B
Run
this
line
inside
the
interactive
console
and
now
I
have
this
object
inside
the
interactive
console
that
I
can
access
and
have
the
data
there
and
I
can
interact
with
the
code
that
I'm
working
with,
for
example,
Access.
The
name
of
Amen
and
I
can
interact
with
this
code
that
I'm
working
on
right
here
as
I
go.
Developing
I
can
interact
with
the
code
in
a
live
code
session.
On
the
other
side,
I'm
super
Useful.
It's
super
beneficial.
B
B
A
A
Spectacular
So,
you
already
know
Roof
youther
and
the
official
python
extensions
are
the
extensions
that
you
can
use
Well.
Let's
do
I
want
you
to
start
telling
us
a
a
little
bit
about
how
we
can
help
you
How
we
can
participate
in
the
project.
Where
is
the
repository.
The
organization
In,
which
hop
I
think
it
is
within.
A
A
B
Son
I
am
within
here
here.
It
is
like
the
main
ones:
I,
don't
talk
much
about
type
taper,
it's
to
create
programs,
command
line
and
Singer
is
for
doing
concurrent
asynchronous
things,
for
example,
to
combine
blocking
code
with
asynchronous
code
or
to
execute
multiple
things
during
the
same
period
of
time,
which
is
the
whole
point
of
using
it
to
communicate
with
databases.
Here
they
are
like
The
projects,.
Let's
say
that
those
are
the
main
ones,,
but
I
also
have
a
few
other
projects
out
there.
B
That
I
think
are
the
main
ones
and
the
most
recognized
and
what
most
probably
attracts
attention.
Here.
It
is
in
the
section
on
how
to
help
fasteía
Y
how
to
get
help
with
pasta
and
pie
there.
Let's
say
well.
One
of
the
super
simple
things
is
how
to
put
the
little
star
in
the
stew
and
with
that,
well,.
It
kind
of
shows
others
how
they
see
this
Maybe.
There
are
people
who,
like
it,
If
they
like
it,
but
if
you
don't
have
to
do
other.
A
B
B
People
come
here,
and
they
already
know
questions,
but
they
ask
a
lot
of
questions
and
it
takes
a
lot
of
time
to
help
people
with
these
questions.
So
what
I
normally
do
is
the
community
that
comes
and
helps
me
a
lot
to
answer
all
those
questions
and
those
things
that
more
can
help
me
So
the
process
for
how
to
get
involved
in
the
project
would
be
the
first
thing
to
read
the
documentation.
A
B
A
B
B
B
B
A
B
A
A
B
A
B
B
A
B
People
are
needed,
one
to
do
television
and
two
other
people
to
approve
and
they
come
and
translate
a
lot
of
the
documentation
and
they
are
super
efficient
and
well,
that
helps
that
local
community,
a
lot.
It,
would
be
really
cool
to
have
a
lot
more
of
the
documentation.
Translated
into
Spanish.
I'll
tell.
A
You
in
case
you
don't
know
that
you
also
have
discussions
enabled
in
the
repository.
They
also
have
support
for
Spanish,
that
is,.
If
your
laptop
is
with
the
main
language
being
Spanish,,
you
can
write
and
it
shows
you
how
to
translate
it
..
You
have
questions
and
you
don't
want
to
ask
them.
You
feel
that
english
is
very
good.
You
can
leave
it
there
because,
anyway,
we
have
someone
who
sees
it,
who
has
their
laptop
in
english.
A
They
have
the
option
to
Search
for
a
translation
of
the
question
immediately
in
the
same
way,
if
you
don't
speak
much
English,
you
can
support
other
people
who
have
asked
things
in
English,
because
you
can
also
answer
them
as
best
in
stores
and
they
can
see
it
simply
commented
there
and
also
so
that
they
begin
to
participate
in
what
the
translation
is
in
Yes.
Today,
I
would
be
doing
something
as
an
actor.
It
was
to
make
an
effort
as
an
organization
But.
Well
that's
another
day
for
another
day,
but
then
you
already
know.
A
First
of
all,
please
go
to
the
triangle:
page
go
to
the
phases
page.
If
there
is,
and
if
you
haven't
done,
join
in
The
little
star,
please,,
she
was
so
happy
when
they
reached
100,.
She
told
her
mother.
Now.
She
has
more
than
100,.
Some
of
them
are
a
little
too
long,,
but
then
come
on,
everyone,
please,.
Let's
leave
the
little
star
there
and
start
to
soak
up
what
it
is
to
read
this
beauty
of
documentation.
start
to
understand
more
about
this.
A
If
you
can
go
back
to
the
documentation
and
the
repository
to
the
discussions
and
answer
some
of
those
questions
super
start
to
participate
in
the
community.
I
love
that
way.
Sebastián,
because
that
way,
someone
else
just
makes
a
search
and
it
comes
up
there.
You
don't
have
to
go
looking
for
you
send
you
a
message
enter
for
discussion
and
ask
at
once,
because
it
's
already
there.
B
A
B
A
A
Good,
what
a
shame
I'm
going
to
ask
a
question
for
the
chat:
let's
go
I'm
going
to
put
it
in
everyone's
chat,
and
there
are
two
questions:
the
first
person
to
answer
the
two
questions
of
one
less
Sebas,
because
you
don't
participate
because
you
win
so
that
person
can
send
me
a
message.
I'll
leave
the
oral
where
You
can
leave
me
a
message
and
you'll
win
a
Quixote
prize.
So
I'm,
going
to
do
it
like
this,
I,
say
in
the
chat
that
you're
in
the
chat,
I
can
see
it,.
A
So
you
simply
have
to
answer
the
two
questions
of
one,
okay.
Well,.
Here
are
the
questions
for
those
who
Cheer
up
answer
them.
There
are
two
simply
What
is
the
name
of
the
server
that
will
use
a
pencil
to
create
to
meet
the
requests.
No
I
did
not
write
it
very
well
in
Spanish,
but
I
think
I
know
well
Marcelo,
but
it
has
to
be
both
Marcelo.
We
had
half
the
answer
and
the
other
answer.
Where
was
Sebastián
born?
Hey,.
What?
If
we
hadn't
told
him
that?
A
Location,
the
city
where
I
was
born
is
Medellín.
Antioquia
I
am
like
the
super
arepa
So.
Let's
see
who
around
here
was
Briant
Bryan
Congratulations,
you
won
Brain,
who
is
watching
from
YouTube
briant
answered.
He
was
the
first
person
to
answer
both
questions.
Congratulations,
I'm,
going
to
put
the
link
in
the
chat.
A
Send
it
to
me
on
Twitter,
if
you're
not
on
Twitter,
you
can
send
it
to
me
on
Instagram
it's
the
same
everywhere,
but
Well,
faster
on
Twitter,.
Just
click
Colombia,.
Send
me
a
DM
and
tell
me
it's
me
and
we
'll
send
you
a
sweetie.
So
thanks
for
spending
time
with
us
today,
Sebastián
I'm
really
excited
to
have
you,
but.
A
I
think
I'm
delighted
with
this
conversation.
What
happened
to
me?
We
need
a
second
part
Because
an
hour
and
ten
minutes
went
by
and
it
happens
to
me
that
it
went
super
supremely
fast
Really,.
How
proud
to
have
you
here,
how
wonderful
that
we
can
all
contribute
and
continue
to
support
this
incredible
project.
And,
of
course,
It's.
True,
that
for
me,
obviously,
because
I'm
from
Colombia,
it's
spectacular
and
it's
a
lot
of
feeling
to
have
you
here
to
be
able
to
say
that
we
finished
the
month
with
you,
because
Wow
big
big!
A
A
B
A
Spectacular
slaslas
and
before
they
send
you
a
DM,
ask
your
specific
question:
please
go
for
the
discussion.
Do
the
search
and
if
the
answer
is
not
there
answer
go
to
the
documentation,
so
beautiful
and,
let's
start
contributing
so
that
thiago
has
time
to
do
everything
else.
Everything
else
really.
Thank
you
very
much
Camilo
for
being
here
for
all
of
you
who
have
joined
Sebastián
There
is
something
else
with
which
we
Do.
You
want
to
leave.
I,
don't
know.
If
we
just
for
a
moment,
I
forget
the
two
questions.
A
B
A
A
Look,,
we
are
all
nostalgic
in
this
program
because
there
is
not
a
person
who
is
new
from
the
2000s
over
there,.
Everyone
says
no
to
the
previous
ones,,
the
ones
from
before,
really
Thank,
you
very
much
for
being
here,.
Thank
you
for
everything
you
do.
You
continue
to
make
all
your
contributions.
Don't
forget,,
please
go
to
the
project..
I
want
this
project
to
grow
into
stars.
A
B
B
A
B
A
B
Still
don't
believe
it
I,
don't
think
you
have
any
right
to
be
here
to
begin
with
and
to
act
as
tools
for
others
to
use
But
in
the
end.
What
matters
and
what
is
worth
it
is
to
roll
up
your
sleeves
and
get
to
work
and
do
things
that
help
others
and
put
the
effort
to
make
tools
and
things
that
help
others.
That's
what
matters.
That's
what's
worth
And
that
can
be
done
from
any
corner
of
the
world
with
the
worst
computer
that
doesn't.
B
Can
do
that
is
what
I
invite
you
to
look
for
how
to
solve
problems
and
help
local
communities
and
society
in
general
around
the
world,
because
the
impact
that
one
can
cause
by
helping
others
with
technology
and
with
free
code
is
immense
and
Well,.
It
is
a
very
cool
satisfaction
to
that.
I
invite
you.
A
Wow
with
those
words,
we
are
going
to
close
today's
space
Sebastian,
really
what
an
inspiring
thing-
and
you
are
absolutely
right-
it
does
not
matter.
We
are
from
the
smallest
place
in
the
world
But
we
can
have
a
global
impact
Look
at
the
impact
What
do
you
have
So
from
there
From
the
arepita
from
the
infrastructure,
tremendous
server
that
you
showed
your
parents
up
to
now
you
changed.
A
You
really
changed
a
lot
Thank,
you
very
much
You
already
know
cheer
up
and
you
don't
have
to
be
experts
in
all
or
have
the
latest
Macro
to
get
started.
There
is
room
for
everyone
to
contribute
and,
as
Sebastián
says,
The
important
thing
is
how
to
stand
out.
The
sleeves
and
and
start
Thank
you
very
much
everyone
Well
I'll
leave.
You
then
see
you
I
think
those
conversations
were
very
useful.
They
have
added
a
lot
of
value.
A
I
know
that
you
shared
many
tips
that
I
saw
the
relationships
of
the
people
in
the
chat
like
I.
Didn't
know
that
you
could
do
that.
Or
I
didn't
know
that
you
could
do
that
spectacular.
We
have
to
continue
that
conversation
at
another
time.
I
appreciate
your
time:
Sebastián
Sorry
we
left
so
late,
but
I
don't
want
to
let
you
go,
but
thank
you.
B
A
Good,
don't
forget
to
join
our
Mira
group.
We
have
mirap
live
next
week.
We
are
going
to
have
some
spectacular
speakers
too.
Please
go
to
where
triangle
leave
the
little
star
phase.
That
is,
there
follow
him
and
those
who
are
watching
this
program
and
work
with
companies
that
use
piay
phase
be
motivated
to
give
him
a
sponsor
there.
He
is
also
in
old,
please
so
that
he
can
continue
doing
all
this
wonderful
work,
then,
to
spectacular
to
see
you
all
and
see
you
in
the
next
one
Thank
you
very
much
Sebastián
see
you
bye.