#❓┊ask-a-question

1 messages · Page 6 of 1

frozen heart
#

is there any more info about 5 days ai agent intensive course with google except that was given

warm prairie
#

Hi everyone! I have a little off topic question.

I have been working with many AI projects using gemini. I have been using Gemini API and gemini 1.5 flash as my base model
But recently all of my projects stopped working. The reason is the same for every project- my projects can not use gemini 1.5 flash anymore. Its failing everytime

Do you guys who uses gemini have this same problem? I have been trying to find the reason a lot can not find any solution. I will be really grateful if any of you guys can help me with this. Thanks in advance.

teal smelt
warm prairie
teal smelt
# warm prairie Okay good point. I'll do that But are there any issues like google stopped supp...

Oh yeah, you're right. I completely overlooked that possibility
Here's the list I found from google:
They all have been deprecated/retired since the mentioned dates

Gemini 1.0 and Gemini 1.5 Models: All Gemini 1.0 and Gemini 1.5 models are now retired. This includes:
gemini-1.5-pro-002 (retired September 24, 2025)
gemini-1.5-flash-001 (retired May 24, 2025)
gemini-1.5-flash-002 (retired September 24, 2025)
gemini-1.5-pro (deprecated October 15, 2025)
gemini-1.5-flash-8b (deprecated October 15, 2025)
gemini-1.5-flash (deprecated October 15, 2025)

I'm sorry :) 🐣

#

You'll have to shift to 2.0 or 2.5

strong crystal
#

Hi everyone, I have a question about the Titanic dataset on Kaggle.

So I just completed my Google Data Analystic Course on Coursera, and I want to join the competition. Please what is the best way to analyze the dataset? Note I am using R Posit Cloud as my IDE. Thank you.

teal smelt
teal smelt
#

Yes tried it but services like KAGGLE and GOOGLE COLAB don't allow docker..

For other services, you won't get a 24x7 available CUDA/GPU, it'll be rate limited like HUGGING FACE SPACES has docker allowed, but for limited time only.

Are you looking for a different service to run the project, or what ? I can list more if that's the case 🐣

(Also, most services have rate limit gpu, and if you're looking for a free 24x7 gpu allowed idk shout free, but plenty of them provide it as a paid service)

dawn timber
#

hi. what is the timing for 5-Day AI Agents Intensive Course with Google?

strong crystal
graceful axle
#

@proven marsh
You're expected to Know python Programming, Basic understanding of AI concepts like LLM amd Prompt Engineering, Familarity with Google AI studio and Kaggle notebooks

pure furnace
#

CAN ANYONE HELP ME TO UNDERSTAND ABOUT THIS PLATFORM I AM NEW

teal smelt
#

Yeah then you're good, i currently know of hugging face spaces, check that out. I have more on my notion notes. I'll send them later currently in the midst of a bus trip(2-3hrs approx)

#

You're good, chill 🐣

stiff junco
#

what do i got to know to get into kaggle

teal smelt
#

Try these:

  1. Hugging face spaces: (best one out there trust me.)
    https://huggingface.co/spaces

  2. Amazon Sagemaker Studio Labs; (you gotta need to request by submitting your account to start tho)
    https://studiolab.sagemaker.aws/login

And others i had stopped the gpu support :(
3. Checkout "google colab", that one might work out 🐣(not sure):

https://colab.research.google.com/

The tools are listed based on my favourite/prefered by me the most. Starting with hugging face on top 👑.

And ofc you gotta research the 3 i mentioned on your own to see which one suits you. Sagemaker takes 2-3 days to allow you access their service(it's free).

#

Yes hes

#

Yes*

#

You can either import from google

#

Or thru your local

teal smelt
teal smelt
# stiff junco what do i got to know to get into kaggle
  1. Choose a language you're gonna use for competitions or data analysis.
    Most preferred: Python or R and you can research for more.
    Then move ahead and practice that language, and learn the libraries used in that language for ml projects. Algorithms, read articles, join free courses.

And there is a "Learn" tab available in your Kaggle dashboard. (The menu bar) You can watch more tutorials there or tips thru their youtube and discord server.

Links:
https://share.google/EO51miOw43yDV3Zda
Search on youtube thru Google.
Search for articles thru Google.
https://github.com/armankhondker/awesome-ai-ml-resources (best best best hats off to this repo !!!!)

teal smelt
#

Nope ? They are limited free

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Wait i'll check and tell thru screenshots

#

I'll have to share screenshots, let's continue the chat in dms.

quasi smelt
#

Is there any resources about learning OOP? I found out that that Goodrich's Data Structure and Algorithm in Python does cover with the subject. Could you recommend me some? I'm a bit confused about the implementation and I want to strengthen my programming skill. Thank you.

plain bison
#

I'm using it .I feel easy to understand

quasi smelt
#

@plain bison Thank you! I'll try that.

worldly nexus
#

Is there any way to get detailed logs on submission upload failures? Im very frustrated as I only get one a day on Arc, but diagnosing this minor formatting things sets me back 24 hours each time.

keen willow
#

i am trying to submit my kaggle model for a competition and it is repeatedly showing me kaggle error can someone please help me submit asap

half moat
wraith sparrow
vast stump
#

Hi everyone, im doing the intro to ML course and im a bit confused on step 3 of the lesson 4 exercise (https://www.kaggle.com/learn/intro-to-machine-learning)

question: Inspect your predictions and actual values from validation data.

code:
# print the top few validation predictions
print(val_predictions[:5])
# print the top few actual prices from validation data
print(y.head())

the bit i am a bit tripped up on is: # print the top few validation predictions print(val_predictions.head())

i was wondering what the correct way to do what the question is asking is. i done print(val_predictions[:5]) but im not sure if thats what the exercise was asking

grizzled smelt
#

hey uh I wanted to sign up for the Gen Ai Intensive course?,but I could really find the sign up page, I found the kaggle page though,
so do I complete those and tick them, or what do I need to do pls help

tall hedge
#

Hello everyone, I did the titanic and spaceship titanic a few days ago, and I got a score of 0.784 and 0.761 respectively. I tried adding the features that were in other's people notebook to see if it would increase the score but whenever I added some new features it just decreased the score instead.. is there any reason why this happened? (fyi: I used random forest for both of the competition)

iron aurora
tall hedge
lapis oriole
#

Do I need to know anything rather than the basic theory of Machine Learning to begin with this course?

grand phoenix
#

Hi guys, recently i joined a kaggle competition which i have to predict temperature with feature based on the dataset. But currently i hardstuck with MAPE score 84.91 in 8th place /72 teams while the 1st place is getting 0.045 MAPE score, can someone here guide me so i can decrease MAPE significantly in my model?

teal smelt
plush falcon
#

CAN ANYONE HELP ME SPELL STUN SEED BACKWARDS

visual badger
#

are we gone get gifts from Google??

limpid fern
#

What r the timings for the 5iai course in ist?

peak granite
#

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heavy fractalBOT
#
akshatraj8847 has been warned

Reason: Posted an invite

lime iris
#

Guy's I have a genuine question. After Scaling your features in a dataset before training. Do you unscale/descale the prediction's. For example in housing price prediction if you scale your dataset before model training . The median price predicted will not reflect the outcome you are expecting since the values are small.

karmic fable
#

silly question - is there a way to center the output plots from python matplotlib and seaborn? i've tried a number of approaches without success. my most recent attempt is to run this code at teh top of the notebook:

Center all plots

HTML("""
<style>
.output_png {
display: table-cell;
text-align: center;
vertical-align: middle;
}
</style>
""")

wraith sparrow
#

any good kaggle mcp server anyone knows?

teal smelt
hollow dagger
#

Hello Everyone ,
I just switched form web dev to data science/ai/ml.
I am studying through a course , and I have reached the numpy and pandas section.The next section involves matpotlib.
Now , I want to create a project to gain confidence . And also like explore kaggle , like is it similar to leetcode?
My end goal is to become a good data engineer/AI developer or if I got interested in the journey , I will exlpore computer vision !

If anyone who is experienced mostly , can you please any tips , and also tips on getting jobs in India !

arctic ether
#

Hello Everyone,
Now I am studying ai/ml course, and I am stuck with a hitch environment configuration problem.
I can not use my GPU. pls help me!!!

vital garden
#

Hey all, I’m competing in a Kaggle time-series forecasting competition predicting daily raw material weights per rm_id, and while my local validation looks solid, my public leaderboard score is near the bottom. I aggregate receivals to daily level, winsorize per ID, and use a LightGBM model with calendar, lag, rolling, Fourier, and purchase-order features, blended with a seasonal baseline φ(doy) using per-ID α weights optimized on 2024 data. Validation (train ≤ 2023 → val = 2024 → test = 2025) shows decent R² and RMSE, but the leaderboard score (≈160k) is way off, suggesting an issue with data leakage, metric mismatch, recursive drift, or overfitting in per-ID blending. I’d really appreciate any feedback on whether my validation scheme makes sense, how to ensure my metric aligns with Kaggle’s, and how to make the recursive simulation more stable or less overfit — if anyone’s faced similar “good local, bad LB” behavior, I’d love your insights.

teal smelt
#

Hoii @verbal crest 🐣 ,
how'd you do competitions on kaggle, if today was your Day 1? (by start doing kaggle I mean if for example you were a " has just signed up kaggle user. ")
I have followed the kaggle courses from https://kaggle.com/learn (Intro to Programming, Python, currently doing Pandas and moving to Intro to ML next then will start with the #🚢┊titanic dataset as suggested by you at #🏆┊competition-general message )

what do you think, am I on the right path ?

hollow sparrow
#

Can you still register for 5 day gen ai course from google?

verbal crest
umbral pasture
#

Hello is there a way that I can still register for the "5-Day AI Agents Intensive Course with Google"? I would appreciate it since I only just found out about it.

#

Oop just saw that last message.

#

Will I be able to follow along live or only see the items after the fact?

umbral pasture
#

Do you know if you have to be registered to submit the capstone project?

teal smelt
umbral pasture
#

kk

#

Thank you for the information!

rotund crown
#

Hi, I have a problem with Azure Machine Learning Deployment
I'm trying to deploy a model to Azure Machine Learning for the first time. It's a language model. My problem is that when I invoke the endpoint, I get an error related to dependencies in the image creation job.
It's an MLflow model. I've already tried manually modifying the conda.yaml and requirements.txt files, adding NumPy version 1.26.4, and using the same environment I use with Jupyther Notebook in the deployment creation, but it still doesn't work.

ERROR: Ignored the following versions that require a different python version: 1.21.2 Requires-Python >=3.7,<3.11; 1.21.3 Requires-Python >=3.7,<3.11; 1.21.4 Requires-Python >=3.7,<3.11; 1.21.5
Requires-Python >=3.7,<3.11; 1.21.6 Requires-Python >=3.7,<3.11
ERROR: Could not find a version that satisfies the requirement numpy==1.21.3 (from versions: 1.3.0, 1.4.1, 1.5.0, 1.5.1, 1.6.0, 1.6.1, 1.6.2, 1.7.0, 1.7.1, 1.7.2, 1.80...

ERROR: No matching distribution found for numpy==1.21.3

ERROR: failed to solve: process "/bin/sh -c ldconfig /usr/local/cuda/lib64/stubs && conda env create -p /azureml-envs/azureml_759b376b50be14779b3978d6ae3ce445 -f azureml-environment-setup/mutated_conda_dependencies.yml && rm -rf "$HOME/.cache/pip" && conda clean -aqy && CONDA_ROOT_DIR=$(conda info --root) && rm -rf "$CONDA_ROOT_DIR/pkgs" && find "$CONDA_ROOT_DIR" -type d -name pycache -exec rm -rf {} + && ldconfig" did not complete successfully: exit code: 1

halcyon totem
#

Do anyone know why the 5 Day Intensive Generative AI course is not available anymore

sinful root
unborn surge
#

Hi! I am Dhairyashil Rayjade. I am in 9th class. Is the 5 day intensive generative AI course for me?

#

Because I have registered for it. @sinful root

soft cape
#

HI I am unable to phone verify is ther any issue with it?

sinful root
soft cape
#

Thank you

jade olive
#

what i can learn in kaggle?

#

and who it will help me ?

#

and what are skills needed to learn it ? and were i can used ? and who it is help for?

plucky stratus
#

guys i need help im 17 turning 18 in feb so i cant access google ai studio or the gemeni api
since I need to be 18+. im from the UK .

vague herald
#

Hiw di u join classes

#

How do i join classes

deep hull
plain magnet
#

Hii

#

Ece in elgebile kaggle

vague herald
#

@sinful root How do i join classes

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i am in the UAE

hard narwhal
# deep hull I've followed this and send the contact support message form.. The platform retu...

I was in a similar predicament. Phone verification worked for me only after I completed the identity verification via Persona, explicitly through "Identity Verification" beforehand (persona was acting up for me with the phone verification link, not with the id link).

kaggle.com/settings/ > Identity verification

Perhaps try that first before verifying your phone. If it worked for me, it may for you too.

dusky garden
#

Hii I'm Ajayveer..i want to know if there is any age requirement for this program

twilit rivet
#

Hey I'm Bhaveshh i want to know that I haven't knowledge about this program and I'm a student of class 12th and also have no coding experience!!

wheat pebble
#

In the same boat dude!

twilit rivet
quaint basin
#

How to create own copy of the Kaggle notebook featured in the Notebook Guide video

low terrace
#

Hi! Could you please let me know where we can find the link to the live sessions? Also, could someone from the support team give a quick overview of what will be covered in the course?

velvet sand
#

hey I'm also new in this field don't know much about it.

undone sonnet
#

hey does we have to learn python to do this course?

random geode
#

do only people who participate in Capstone Project get a badge at the end of this course called "5-Day AI Agents Intensive Course with Google"?

#

i said no when registering because it said it was optional

#

also if someone could tell me what exactly that badge is i would really appreciate it since this is my first time using kaggle like is it a certificate? is it something similar to that?

random geode
#

nvm its not a certificate but i still wanna know about what the badge is and whether im still getting it or not

silver ridge
#

hi guys i am new to these things and i really don't know where to start learning .

lime delta
sinful root
dark steeple
#

how i build carrier as a ai engineer

vast obsidian
#

hey i have an doubt in which server we would get oficial updates abt assignmentss..!!

late forge
#

Can anyone please tell me how to get in gooogle gen AI course?

distant halo
light arch
#

Hello @everyone
Is this course in Hindi?

sullen rivet
#

Other than course is someone interested in hands on coding I will be interested to go on a session with them offline

distant halo
flat ferry
#

Ok tq

storm dirge
#

Can I build a career from this?

kindred thicket
#

can i build a career from this ?

frank fulcrum
#

Hi

#

Can anyone explain how the 5 day Gen AI program will happen?

random geode
#

Sorry for the ping

delicate drift
#

can anyone explain about this ?

tacit flax
#

Does this course require any prior programming knowledge?

open anvil
#

Hloo I'm Sreejal Shukla, I've created some projects on google ai studio, bute everytime the project is created the preview screen keeps loading don't know why but when opening on my phone it working, told my friend to try something on ai studio on their device and mail it's working fine and preview is also showing, can anyone help me why it's only happy on my browser - chrome on my laptop omen 16

modern pelican
#

Where exactly do you build AI agents? Is Kaggle the platform for this?

#

Or is AI studio the platform to make AI agents?

proud parrot
#

I have zero knowledge on Coding, During this course will they train us on how to use AI?

vernal basin
#

Proceed through the flow of permission screens (giving Kaggle and Discord access to share data)

#

Help me with this?

autumn widget
modern pelican
#

Thank you .

#

A friend referred me with this and I'm trying to follow through both learning and discovering without exploring

#

I think I still have to get ai studio is that an app?

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Is there a Kaggle app?

coarse heart
#

Hi can any one explain how this 5 event will be

twilit rivet
#

Hey everyone

#

Someone explain me what is the kaggle badges

glacial sluice
vocal yacht
#

same here >

#

?

proven river
#

"Kaggle badges are a set of digital souvenirs that recognize a user's activity, exploration, and learning on the platform. They are designed as a fun incentive to encourage new users to explore the various features of Kaggle, gain familiarity with the platform, and track their progress in data science and machine learning."

buoyant glade
#

hey can anyone tell me why i should choose python over java????

wraith sparrow
buoyant glade
wraith sparrow
#

U can go with whatever u wish

buoyant glade
#

ohh ok..

deft cairn
#

hello

#

I have a question

#

I am a student and soon my exam is there

#

can I skip the class and watch the recorded class in my free time

sonic rivet
shut spruce
#

i have to learn to code in any lagauge , just basic c laungauge upto control follow

abstract summit
#

What is the time of class

#

AM but I am studying in school

#

How can I attend the class

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From this class can I get the certificate

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Ok I do I get the recording sir

#

You me no certificate but I heard that they will give as a certificate from you sir

graceful axle
#

Api generation

abstract summit
#

What

heavy fractalBOT
#
thomasrahul123 has been warned

Reason: Bad word usage

soft summit
#

Sorry

#

They told they will give certificate google t shirt google bag and many more things

#

Even though in instagram I saw in reel

pliant citrus
#

Everything will be ok, will it?

sterile notch
tall copper
#

i link kaggle account to discord but it didn't show any roles , where i can see the roles

soft summit
#

After completing course what benefits we will get

verbal crest
#

(There is limited swag for winners of the competition, but none for participation)

void trellis
#

What are timings of classes

mellow creek
#

Are we not allowed to change our name in Kaggle discord?

fluid knot
#

very dumb question ik
but we gotta be doing something before 10th ?

tough tree
#

how do I create an API on google AI studio for the 5-Day AI Agents Intensive Course. Also anyone has google cloud?

tame hornet
#

do i have to complete the march-april course to enroll in this new course ?

twin plover
#

hi

plain hull
plain hull
plain hull
#

if you have any further doubts leave me a dm

lucid tiger
plain hull
solar anvil
#

Once registered, will i begin the course on 10?

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Also there are certain video links on kaggle split into some days like DAY 1 so do i need to watch those videos for the course or we will get it on discord

dry basin
#

Hi, I'm having an issue with phone verification. Is there anyone from Nepal who is facing similar issue?

opal sluice
#

do we a get a certificate on completion?

rotund oyster
#

my region is not supported for ai studio, any fixes?

final delta
#

Question regarding the 5 day AI course, in the setup email it tells us to ensure that we can generate an API key, I dont quite undestand, could anyone help?

indigo void
shy gyro
#

so can anyone tell me is this info correct that we will not receiving any cetificates for completion ..

plain hull
#

Upon the completion of the Milestone project

shy gyro
plain hull
simple thistle
#

can somone help me find the channel for - - Day AI Agents Intensive Course with Google ??

tranquil berry
#

Can anyone send the link for the livestream? The link provided in Discord is taking me to Kaggle's YouTube channel

simple thistle
peak storm
#

How can I do this

autumn quest
#

I'm seeing that everyone is forming a team. How big is the team that we need to form?

pliant citrus
#

Is there a quick YouTube tutorial for using API within kaggle for different platforms and projects?

teal smelt
#

It works perfectly, just by an unofficial guy.

wet tundra
#

How to get goolge API key

sick flume
wet tundra
#

thanks , it asks if i import a project

teal smelt
# wet tundra How to get goolge API key

Here you go:
First do this: (must)
Go to https://kaggle.com/settings
And there should be an option for phone verification and just verify phone number and facial id(id verification option), only then you'll be able to access notebooks on kaggle.
Then you can watch these tutorials

  1. How to create an API Key? https://youtu.be/IgveK65X_6g
  2. Adding API key to your kaggle notebook + creating your first kaggle notebook : https://youtu.be/4q816Qgkl0A
If you don't have one, create a new account on google and fake your age or use your parents' gmail.```
teal smelt
# wet tundra thanks , it asks if i import a project

Umm you can simply create a new project, no need to import from the cloud. (Import is for people who are working on google cloud also)

If you have any errors watch the videos i attached in the earlier message

snow bear
#

everyone complete your setup for kaggle

tame drum
#

Has any new update come brother, does anyone know anything or not, these 5 days have been an agent AI

azure pivot
#

I was trying to join the 5-Day Gen AI Intensive Course with Google. But not able too, would it be possible to get added to this course?

gritty nacelle
#

I already tried to verify my phone number .... but in website I saw message that unable to verify ..... So what I do now ?

dark stag
#

I’m an EEE student and don’t have much coding knowledge yet, though I’m really interested in it. Do you think this course would be beneficial for me? Is it suitable for beginners, or mainly for advanced learners?

solid oar
#

Hi i am jyot how can i start day 1 on this course

obsidian zodiac
#

when will we get our first assignment , probably today is it so

#

what are the timings of this course

steep mortar
#

hey guys,
google shows that the registration is closed. Can we still access the course via kraggle for free (without registration)?

faint cradle
versed canopy
#

Hello everyone i am new here can you tell me how this works like they give us all the certificate for free

bright trout
#

I have a tricky question for all why are you join kaggle

wooden knot
#

I’m new to Kaggle and I’m not sure where to begin with the Day 1 task.
Can someone guide me on what steps to follow?

gaunt vault
#

Is certificate provided at the end?

fast marten
#

unable to verify my phone

normal ingot
#

I haven't received assignment. Can anyone help from support team.

icy ether
#

When will the live stream starts in IST

icy ether
rancid spire
#

unable to verify phone

fast marten
#

Seems like the requests got flooded

#

Try it afterwards

#

Like midnight

crystal marsh
violet lantern
#

when is the google ai course starting

#

is it today or tomorrow

finite mountain
#

tomorrow

meager summit
leaden totem
#

How and when to start?

dusky dagger
#

Anyone knows what kind of assignment we will be getting??

final obsidian
#

When is Google AI course starting?

worldly iron
#

how to download agent development kit ?

limber hare
#

can anyone help me ?, in the initial conditions it was mentioned that i need to be able to create a api key via google's ai studio but i am blocked from doing so as i am still 17.

static wharf
#

How to join the class for tomorrow,does anyone know

cyan pelican
#

They have mentioned in the mail

#

or you can just check in your kaggle account

limber hare
shy flume
#

hey am new here

worldly iron
worldly iron
radiant heath
#

anyone know how to find example notebook shared by youtube tutorial video?

cedar venture
#

how to start this

icy ether
sturdy sparrow
#

Where I can find whitepapers

shadow stone
#

I am new to this 5 day Ai gents but i am sure that it will help me to improve my Tech skills.

wind fiber
#

I'm unable to generate API key because I'm under 18 Right now so what to do .

topaz flame
#

@wind fiber exactly

exotic musk
#

Hi, guys is today's assignment out yet?

limber hare
nova robin
#

When you course starts today or tomorrow today assignment

lucid tiger
#

Assignment? ?

burnt adder
#

does anyone know about the assignment ?

autumn crypt
#

Why today we don't have

full zealot
#

yep! it was starting from tmrw

ebon gate
#

guys the program started

slate whale
#

What kind of api key is to be generated?

plucky bramble
#

What about today's assignment?

verbal zinc
#

For 5-Day AI Agents Intensive Course with Google, do I have to join in Youtube?

iron laurel
#

What kind of api key is to be generated?

patent spire
icy ether
exotic musk
#

Is there live session at 12:30 AM, IST, i mean to-night ?

slate dagger
#

It is the work to do

sleek steeple
#

What name should come in certificate because my username is madhan0165 but my name is madhan Kumar can any one clarify my doubt please

verbal zinc
sleek steeple
#

It*

icy ether
#

Settings>edit username

#

@sleek steeple

sleek steeple
exotic musk
icy ether
icy ether
#

tomorow 12:30 AM midnight the lecture starts

exotic musk
patent spruce
#

Timing is very confused

autumn flume
#

#everyone get the answer yes / NO when you done the assignment

amber swan
#

My registration was confirmed, but I haven't received any email so far. Is there a way to reach out to support directly via emails?

sinful widget
#

What are these Kaggle badges and how do we get it exactly??

wispy anvil
#

Hi guys

#

Could u pls tell me when will the course start?

lilac solar
#

12:30 Am

rigid mountain
#

Hey I wanted to ask that is it really that nesessary to complete gen ai course first then intensive coruse ??

alpine sky
#

I am not able to understand what exactly should we do now ? is there any project given ? are we suppose to do anything before the live classes tomorow?

merry kernel
#

Can I watch the stream Later ?

lilac solar
#

Yah you can watch letter and complete assignment

graceful axle
#

Were can I see the Live stream ?

#

If it is in youtube, Can you share the link

graceful axle
#

It is from tommorow ?

icy ether
#

Yes

#

12:30 Am IST(Indian Standard time)

graceful axle
#

Ok,Thanks

final obsidian
#

Is it today??

balmy badger
novel river
#

OKAYY

sterile plume
#

Is This program having a certificate after successfully completing all tasks ???

nova matrix
#

Anyone have any idea about the deadline for assignment 1?

strange sentinel
#

How do we confirm that we have completed the daily activities?

oak stirrup
#

how we confirm that i have completed my activities

lucid tiger
#

Will this program also touch upon emerging frameworks for agent collaboration and multi-agent systems, or focus mainly on individual AI agent design?

full siren
#

run ADK web ,the link is not working

#

This site can’t be reached
***** refused to connect.
Try:

Checking the connection
Checking the proxy and the firewall
ERR_CONNECTION_REFUSED

round fossil
#

Your Notebook is now running in the cloud.
Enter some code at the bottom of this console and press [Enter].
Session is starting...
An error occurred updating the session.
Error: Permission 'kernelSessions.enableInternet' was denied
Error: Error: Permission 'kernelSessions.enableInternet' was denied
🔑 Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to your Kaggle secrets. Details: Connection error trying to communicate with service. i got this error internet denied

small garden
#

Hi

sand mirage
#

Is there any live stream today or is there any submission required for day1 i hav done the assignment where should i cheak it complete or not

kindred jewel
#

How we confirm that i have completed my activities.

autumn dawn
kindred jewel
#

Thank you

astral dome
#

Hi, I am having a problem with Linking my Discord and Kaggle Account. The error message "could not link with Discord" , I got this from kaggle. Can someone help me to solve this problem

heady falcon
#

Do we get any prizes if we complete the Capstone project

astral dome
rustic pollen
#

umm what are we sposed to do in day 1 again?

carmine flint
#

hi all

astral dome
heady falcon
#

So how many people need to be in a team

#

And can we do individually

lime goblet
#

Hello i have registered in last min. So how i will know that i am successfully registered for this course ??

astral dome
heady falcon
#

O ok

astral dome
# heady falcon O ok

on the last day of the course, We will definitely get all the details needed for The capstone project. That what i think

real island
#

Foundation learning

autumn dawn
astral dome
lime goblet
#

No bro i have not received anything like that!! 😭

oak magnet
#

How Get I Know When Will Gen AI Course live class Start at Google Developers YouTube Channel?

steep plaza
#

Who's completed today Assignment?

minor root
#

how to ncomplet this assignement? plz explain

worldly tree
#

HOW TO KNOW THAT I COMPLETED DAY 1 ASSIGNMENT

#

??

idle hinge
#

How to complete assignment 1? Can anyone explain

vagrant owl
#

How to complete day 1 assignment

light beacon
dense spire
#

Hi everyone, I really enjoyed the Introduction to Agents whitepaper.
I have a question for the livestream:
How does Google envision “Agent Ops” evolving as a discipline, and what kinds of tools or metrics will help teams evaluate agent reliability and safety at scale?

sudden quarry
light beacon
dense spire
weak badge
#

Hey identity verification is compulsory

digital tangle
#

What time is the day one live session start? Day one

light beacon
trim ore
#

how to jion todays live stream

oak magnet
rich jolt
#

@everyone does anyone know how to do kaggle x google genai course's assignment of day 1?

oak magnet
halcyon tusk
#

How to join live stream?

oak magnet
light beacon
#

Ist for us

#

Indian standard time

light beacon
supple shard
#

I'm new, in Google Ai Studio, do i click the option "Create API key"?

supple shard
#

do we have any specific way to create?

autumn dawn
supple shard
#

i mean, do we need to use specific words or soemthign to create this API?

#

or i can create using any random names?

autumn dawn
supple shard
#

ok, dankiuuu

#

it is asking for project along to create it. i dnt have any. Do I click option "create" under the project?

autumn dawn
#

after proj creation the key will be created

small shale
#

Hey, I'm new here, can you explain me what to do please?

supple shard
autumn dawn
supple shard
round harness
#

Hello everyone @here

Can anyone please share the assignment?

flat kindle
#

is there any public notebook on titanic competition from where i can get some idea of how and what to do from where to begin ??

boreal hamlet
#

Send course link

earnest shard
#

Hello everyone I am santhosh

gray sigil
#

Hello everyone, I'm Aditya Diwanad, i just completed my 1st day Assignment and i have a question about ADK that How does ADK handle errors when one of the sub-agents fails in a multi-agent setup!!?

winter kestrel
#

hey can anyone tell how to do these assignmenyts or which video we need to see to do them?

brisk sapphire
#

i wanna ask we have to join the live stream on youtube channel? or where???????

snow bear
#

@Brenda Flynn My phone verification problem . what I can do now

winter kestrel
brisk sapphire
#

@winter kestreli wanna ask we have to join the live stream on youtube channel? or where???????

granite axle
#

don't know, it's already pass 12:30

boreal vector
#

is the livestream started

granite axle
#

Noo

boreal vector
#

they given the time but it is not showing at their channel

brisk sapphire
#

@boreal vectordon;t have any idea bruh...idk they just said we start the livestream at 12:30 pm but there is not any

granite axle
#

yeah, that's what i checked right now

boreal vector
#

not started on yt

#

can we see on discord

brisk sapphire
#

that's wrong ..

#

they have to start on time

boreal vector
#

why not then

brisk sapphire
#

they don;t have any agents who will help us in chat

#

bruh wait they said in night lol its PM

boreal vector
#

oh so any idea when it will start

hallow wigeon
#

hello will you get any goodies from the google after completting the session

boreal vector
#

top 10 only

ocean cobalt
#

Assalam u Alaikum Thank you so much for sharing Day 1 assignments, InshaAllah I'll work on it properly. I have a question: what is the time of live classes of the course for Pakistani students and how to take our course properly and efficiently.

shell jackal
#

How we get Goodies?

rugged escarp
#

is the livestream started?

brittle aspen
#

Day 1 Livestream Details

Platform: Kaggle's YouTube Channel (as mentioned in the original email).

Time: 12:30 AM IST on Tuesday, November 11,

  1. (The email lists the start date as Monday, November 10th, so this time is the very beginning of the course in your time zone.)

You can click the "Notify me" button on that screen to get a reminder when it begins.

Would you like me to search for the direct link to the Kaggle YouTube channel so you can set your notification?

worthy otter
#

Hi Everyone, did anyone got error saying "Failed to generate API key, The request is suspicious. Please try again." while trying to create a Gemini API Key ?

atomic cedar
#

Bro assignments telugu lo ledha

chrome flax
#

can i select API key for Default gemini project is it right.

stable atlas
#

Hey hi

terse copper
#

#❓┊ask-a-question can i download and modify the given notebooks (for day 1) and use it for my other purposes and push it github public repo ?

subtle lichen
#

an anyone explain what we are suppose to do today because the stream starts tomorrow

charred torrent
#

hello

fathom arch
#

@everyone koi btayega day 1 assignment kaise complete kare step by step 🪜

fluid bridge
#

hello everyone till when needs to final thesis is due to be submitted?🙏

halcyon summit
#

How to submit

lost plaza
#

@Aditya Diwanad, Please any help with assignment 1, thank you

glossy rampart
#

what going one now

nova sun
#

Section 2: Your first Al Agent with ADK

#

ValueError

#

What's your problem?

#

The problem is mine.

devout vortex
#

where we have to submit all our assignment .????

thorny jetty
#

Will they give certificates for us

fluid bridge
#

@fluid bridge hii

#

hello everyone till when needs to final thesis is due to be submitted?

languid hornet
#

hello guys i am rushi from india i want it know what to do in assignment 1

elfin epoch
#

What is are 1st assignment?

#

And where it is?

autumn dawn
frosty pollen
#

hello

#

i do have a question

#

what should i do after completing the 1a and 1b

#

should i have to upload or submit it somewhere

lofty drift
#

how to do assignment?

frosty pollen
#

follow the instructions on that given page

buoyant glade
#

hey can anyone help to download ADK i have tried so many times

autumn dawn
buoyant glade
#

i cant install

#

can you guid me through u can msg me personally

mystic ivy
#

How can a beginner translate Kaggle competition projects into a portfolio that signals real-world problem solving — beyond just leaderboard ranking?

idle forge
#

Can we run ADK locally instead of Kaggle?

languid hornet
#

what to do in the assignment can anybody explain?

tame lynx
#

how to Complete the Unit 1 – “Introduction to Agents”:

final veldt
#

@frosty pollen can you share the link to that page u are talking about

plush kayak
#

anyone from mumbai?

radiant wigeon
plush kayak
#

where u frm?

stuck sluice
#

Proceed through the flow of permission screens (giving Kaggle and Discord access to share data). How to do this ?

soft rapids
#

Where is the recording of today's class can anyone plss let me know

misty whale
#

heyy did anyone tried "from prompt to action"

shell moth
#

I’m new to Kaggle and I’m not sure how and where to begin with the Day 1 task.
Can someone guide me on what steps to follow?

eager mason
#

How can we integrate the Gemini-powered agent into a full-stack web app — for example, connecting it with a React frontend?

supple shard
#

im having truble on adk too

kindred copper
#

If Agent AI will replace many jobs, how many new will they create?

tardy otter
hushed walrus
#

I am familier with Firebase Genkit and Google AI studio. but It's seems like Agent ADK is more easier to use and also i can able to create Agents or Agentic Workflow using Web UI. I know Genkit developed for web, mobile apps and Agent ADK for making complex agent workstation. like for A2A concept . but the question is

is it really meant to created for no code or low code devs?
dim wraith
#

agent isnt running!!!!!!

#

what should i do

hushed walrus
#

To restart: Select Factory reset from the Run menu.

rugged cobalt
#

At the "adk create my_agent" step, there is a point where it asks to choose an whether (1) Gemini 2.5 Flash or (2) Other. When I try to type (1) in the Kaggle notebook, ìt turns the section into a comment.

#

I eventually got the demo working in Windows shell but not in Kaggle

gray galleon
#

🎒 Today’s Assignments

Complete the Unit 1 – “Introduction to Agents”:
Listen to the summary podcast episode for this unit - (https://www.youtube.com/watch?v=zTxvGzpfF-g), created by NotebookLM (https://notebooklm.google.com/).
To complement the podcast, read the “Introduction to Agents” whitepaper - (https://www.kaggle.com/whitepaper-introduction-to-agents)
Complete these codelabs on Kaggle:
a. Build your first agent using Gemini and Agent Development Kit (ADK) (https://www.kaggle.com/code/kaggle5daysofai/day-1a-from-prompt-to-action).
b. Build your first multi-agent systems using ADK (https://www.kaggle.com/code/kaggle5daysofai/day-1b-agent-architectures).
c. Make sure you phone verify (https://www.kaggle.com/settings) your Kaggle account before starting, it's necessary for the codelabs.
d. We also have a troubleshooting guide for the codelabs (https://www.kaggle.com/code/kaggle5daysofai/day-0-troubleshooting-and-faqs). Be sure to check there for solutions to common problems.
e. Want to have an interactive conversation (https://support.google.com/notebooklm) Try adding the whitepaper to NotebookLM (https://notebooklm.google.com/).

jagged osprey
#

Last night even after re-creating api key and factory reset, I keep getting 429 error on step 7 of 'Day 1a - From Prompt to Action'

ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

how can i get around this?

hushed walrus
jagged osprey
wide heron
#

How to upload a error file?

#

I am getting an error at 2.3 b Day 1a - From Prompt to Action Issue

prime magnet
#

Is joining the live stream in compulsory or necessary for the capstone project or swags

lapis forge
#

Hi I am getting this error ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

#

most likely the VM issue, anyone aware how to fix this

prime magnet
lapis forge
wide heron
#

what is the proxy host?

#

I am receiving an error as ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

tardy otter
#

it cant be used further

wide heron
#

Do I need to generate new one? that will work?

wraith crypt
#

i have a error in day 1b

tardy otter
#

but try a free one

#

u can google hhow generate a free one

wide heron
#

ok, sure Thanks

tardy otter
jagged osprey
#

was in 1400 long queue in Day 1B notebook...got through queue, my GOOGLE_API_KEY that was fine on lab 1A was not recognized in 1B so I factory reset, now back in new queue 1300 waiting.

jagged osprey
#

yeah, loving the class but it's TOO popular 😄

tardy otter
#

u have to keep patience

tardy otter
jagged osprey
#

oh i'm patient but just worried if this were issue too often I will not be able to complete course

eager flare
#

past 40 min its running ADK web to execute , can some one guide me on this

south spindle
fading drum
#

I have registered to this 5 day ai program but i haven't recieved any email like other what do i do

eager flare
#

can someone guide me , to execute ADK web its taking too long , what is the issue.

dull hornet
#

why do I keep getting a 429 resource exhausted error when I try to run a cell in the ai-agent notebook?

#

never mind. found the FAQ for troubleshooting

worldly iron
#

hey guys how to Import ADK components ?

dull hornet
dull hornet
#

not just that it keeps giving me the 429 timeout

worldly iron
# dull hornet Just run the cell.

its showing an error when i am running this - from google.adk.agents import Agent
from google.adk.runners import InMemoryRunner
from google.adk.tools import google_search
from google.genai import types

print("✅ ADK components imported successfully.")

eager flare
worldly iron
tardy otter
sonic yew
#

im facing a problem with installing

dull hornet
faint goblet
#

i am getting an error in 2.3

jagged osprey
#

so close to done with 1B on step 41, cannot get past 429 error...I'm sure if I go away and come back in hour this will work fine

reef schooner
#

i have a question based on the understanding of workflows which type of agents workflow would be useful for making a agent that will be given data of a company last five years progress and being asked to interpt whole data and making five years of reports with a critique agent that should give us the important mistakes that the company made and how much it will grow if the solutions given by a solution agent would be taken up?

calm vine
#

I'm getting 429 errors on "response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?")" ... the first attempt to use the gemini API. I'm using gemini-2.5-flash-lite and the API rate limit page shows that I'm well under the free tier rate limits. Suggestions?

south arrow
#

In 1b I m getting error in running the cell with runner=in memoryRunner(....) what should i do ?

rich jolt
#

in assignment 1a it is always showing error that resources are exhausted

#

how to solve that

#

?

merry basin
#

I’ve been thinking about this , AI agents become more goal driven through incentive structures, how do we ensure that the agent’s optimization of incentives doesn’t conflict with the broader ethical or social classification we want to maintain? When an AI agent gains the ability to self modify its mechanisms, how can we formally guarantee that these changes remain consistent with human aligned objectives and don’t evolve unintended behaviors?

slow breach
#

In the “Introduction to Agents” whitepaper, AgentOps is emphasized as critical for reliability and governance. How does AgentOps differ from traditional MLOps, and what tools or practices would you recommend for beginners to start implementing AgentOps principles?

rich jolt
#

@everyone in assignment 1a it is always showing error that resources are exhausted
how to solve that
?

slow breach
#

Hi everyone! 👋

In the “Introduction to Agents" whitepaper, AgentOps is emphasized as being essential for reliability and governance in AI systems. I’m curious how does AgentOps differ from traditional MLOps in terms of workflows, monitoring, and lifecycle management?

Also, what tools or best practices would you recommend for beginners who want to start implementing AgentOps principles in their projects?

Really enjoying the course so far thanks to the Kaggle and Google teams for putting this together!

@snow fog

lean torrent
#

i am getting client error at response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?")

hot berry
#

I tried with different API key of other gmail account but still error👇
ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

hot berry
barren smelt
rich jolt
#

I'm also facing the same problem

neat grotto
#

is there anyone tell me how to do this course and how to start

merry basin
civic ore
#

Bro can anyone help me 1b - 2nd Section? And if anyone need help in 1a Assignment, can feel free to ask.

faint goblet
neat grotto
main sparrow
#

what is the assignment how to do it some one help

faint goblet
#

ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

barren smelt
#

for 429 RESOURCE_EXHAUSTED error
you need to be persistent about rerunning the cell over and over until you get the right result.
it takes around 7 to 8 tries, give or take

cyan bough
#

Check your "Gemini API Rate Limit" there is a "Peak requests per minute (RPM)"that you are reaching. either wait, or choose another model with less usage.

upbeat ginkgo
#

Can I still sign up for the training?

torpid bramble
#

hi all i had registered for the day AI Agent course i m unable to log in the live podcast. Kindly guide and help

supple vapor
#

My identy verification is pending. How do I fix that?

civic ore
#

Bro if anyone need any kind of help, realted to agent day kinldy DM me 💬

weary mortar
#

Error: Permission 'kernelSessions.enableInternet' was denied this is the error i am getting on adding the api key with correct name

odd quartz
#

Hello, Is there anyone who is data scientist, currently I am year 2 student studying business intelligence, how should I learn to become data scientist currently I know I need to learn python and libraries like numpy pandas etc. sql, excel, tableau

delicate hinge
#

The first prompt i sent using the .run_debug() method got a trace back ......what could be the reason

civic ore
civic ore
quaint grail
#

runner = InMemoryRunner(agent=root_agent)
response = await runner.run_debug("What are the latest advancements in quantum computing and what do they mean for AI?")

for this iam getting "Client Error" how can i fix?
this is from Multi-Agent Systems in 1b.

mint dawn
weary mortar
potent shadow
#

When I run the code response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?"), the result shows below error.

ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

delicate hinge
civic ore
rose kiln
potent shadow
weary mortar
quaint grail
rose kiln
weary mortar
#

🔑 Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to your Kaggle secrets. Details: Connection error trying to communicate with service. This is the error

civic ore
rose kiln
weary mortar
#

lemme check again tho

dull hornet
limber hare
#

bro i can't generate the api key at all due to me being under 18. so anyn way out of this ? like its necessary right

lapis cradle
#

response = await runner.run_debug("What's the weather in London?")
guys iam getting a client error in this code . What should i do to fix it?

rose kiln
fickle forge
#

what to do after completing both the assignment, just close the tab?

faint goblet
#

ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}
i still stucked here dont know what to do

limpid arrow
dull hornet
#

And I was unable to run the last task

rose kiln
limber hare
fickle forge
fickle forge
#

click on first built

gentle goblet
fickle forge
limber hare
jovial basin
#

Where tf is the course at ???😭

fickle forge
fluid bridge
#

is make sense the quata is over from gooe studio?

rose kiln
rose kiln
jovial basin
#

I am on this server from a hour and still can't find it

#

No haven't got any

weary mortar
#

Guys is anyone else facing phone verifying issue

rose kiln
unkempt temple
#

Does anyone know if the YT livestream could be replayed? I'm in GMT+8 and it's 03:00 for me...

drowsy harbor
#

I tried to activate my notebook but I could not be able to download agent google api, getting an error message saying that ; ImportError: cannot import name 'agent' from 'google.adk.agents' (/usr/local/lib/python3.11/dist-packages/google/adk/agents/init.py)

#

what does it mean ?

#

how to resolve it ?

tired kiln
#

My .env file isn’t loading in PowerShell.
I’m in D:\agentic_ai\my_agent (inside .venv) and my .env file has:

GOOGLE_API_KEY=AIzaSyAoyEPYaGoO3oN7RdDQCqvsmqs4ygUZbnc

But running

python -c "from dotenv import load_dotenv; import os; load_dotenv(); print(os.getenv('GOOGLE_API_KEY'))"

returns None.
File is UTF-8 (no BOM). Why isn’t load_dotenv() reading it?

#

can someone help me

drowsy harbor
drowsy harbor
#

where can i get that code

rose kiln
#

u have to create one

potent shadow
rose kiln
weary mortar
#

Guys is anyone else facing phone verifying issue

tired kiln
potent shadow
#

like you know, sometimes the code runs and then if i run it again there's an error

potent shadow
rose kiln
potent shadow
#

yes

#

should i refresh and restart it?

weary mortar
potent shadow
#

yes

weary mortar
#

Did u turn on the internet option in sessions

rose kiln
potent shadow
weary mortar
potent shadow
pale seal
#

how to compeleted the day 1

weary mortar
# potent shadow where?

go to code (3 lines left side)-> Your work -> select todays notebook -> On right hand side youll see NOTEBOOK with things like input and output below that there is a session option select that and scroll down a bit there is a internet enabling option just enable it

nova goblet
#

How to start the Assigment ?

pale seal
#

and also compelted the ntoebook

civic ore
#

Have anyone get day2 mail

limber hare
pale seal
#

day 1

nova goblet
#

I did all 8 Check box @pale seal How to do the notebook assignment ?

rose kiln
civic ore
#

Is there anyone who has get 2 emails of or day2 mail by Google

dim plover
#

progressing 1a section 3: Try the ADK Web interface, how to ifx the code when I run it on google colab env?

rose kiln
urban dragon
#

I am having trouble with notebook 1b when I try to start the runner I get the error message: "ClientError: 429 RESOURCE_EXHAUSTED" any ideas how to fix?

#

(tried factory reset and redid the earlier steps, went through full process 3 times)

#

notebook 1a worked perfect for me and I have the API key setup

lilac idol
#

I have created and enabled my API and keep getting an error message fromt he first prompt: "🔑 Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to your Kaggle secrets. Details: Connection error trying to communicate with service."

nova goblet
#

What about Day1 Task

I have done all check box
Done Podcast about Whitepaper Companion Podcsast
What about Notebook Assigment

Any API work today then please help ?

limber hare
still silo
#

We used basic classifiers during the internship task — if I wanted to improve it using Kaggle-style optimization, which methods (like feature engineering, ensembling, or hyperparameter tuning) give the biggest improvement for small datasets?

covert crane
#

i can not the phone verification still now

rose kiln
dusky dagger
#

Can anyone help me regarding the phone number verification

rose kiln
full shard
#

Hi I have a question. I am getting this error: 🔑 Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to your Kaggle secrets. Details: Connection error trying to communicate with service.

dusky dagger
#

It says that I have sent too many requests @rose kiln

#

For the phone verification

dusty plank
#

yes I am facing same problem regarding phone verification

dusky dagger
#

And we need to verify the phone number to do the assignments

rose kiln
#

Are u both verifying from India?

light arch
#

@everyone
** 💬 My Conceptual & Deep Learning Questions for the Kaggle AI Agents Livestream

1️⃣ As AI agents become increasingly autonomous and goal-driven, how can we design incentive systems that keep their long-term behavior aligned with human ethics instead of just short-term reward optimization?

2️⃣ As AI agents get more goal-driven through incentive structures, how do we make sure their reward optimization doesn’t conflict with the broader ethical or social alignment we expect?
And if an agent gains the ability to modify its own mechanisms, how can we formally guarantee that these self-changes stay consistent with human-aligned objectives and don’t create unintended behaviors over time?

3️⃣ When agents start self-modifying their reasoning or learning mechanisms, what kind of formal or mathematical safeguards can ensure their updated versions remain predictable, stable, and still aligned with human objectives?

4️⃣ In multi-agent systems, how can we balance cooperation and autonomy—so that agents don’t end up competing or working against each other while still staying efficient and independent?

5️⃣ With the rise of deep reinforcement learning in multi-agent setups, how can we prevent emergent adversarial behaviors that arise from agents learning implicit competition through shared environments?

6️⃣ How can transformer-based architectures be adapted for continual learning within agent frameworks—so that agents can retain past knowledge while still adapting to new contexts without catastrophic forgetting?

✨ Thanks to the Kaggle and Google teams for hosting such an insightful course and livestream.
Really looking forward to hearing the experts’ thoughts on long-term safety, alignment, and the next wave of deep learning–driven agent architectures. 🚀 **

dusky dagger
#

@rose kiln as for me yes

autumn dawn
slender ferry
#

hello, i am unable to verify my phone number at kaggle acc

#

any idea how ?

rose kiln
dusky dagger
#

It's now showing session has expired @rose kiln

rose kiln
lilac solar
slender ferry
obsidian pecan
#

hi anyone know how to verify mobile number

slender ferry
lilac solar
obsidian pecan
lilac solar
mint dawn
full shard
lilac solar
rose kiln
slender ferry
lilac idol
#

I am trying to verify my phone- it takes some time. You need to verify phone before you can turn on the internet connection option.

lilac solar
lilac idol
unkempt temple
unkempt temple
#

don't know

lilac solar
sonic pollen
#

I am from hong kong, and I am using Vertex AI key. How can I modify the code to suit it. Right now im on the last bit and seems its giving me a Value error, as I having given the argument for vertex AI - location and project name

noble token
#

What if I miss the livestream, can I watch again later?

lilac solar
#

Mobile number verification required

unkempt temple
#

and I do the same process, even use his API key, doesn't work

lilac solar
lilac solar
obsidian pecan
#

now showing session expired, while verifying phone number

lilac idol
#

How long does it generally take to get the phone verified?

lilac solar
obsidian pecan
lilac solar
eager flare
#

429 RESOURCE_EXHAUSTE can some one guide me on this

fierce sluice
#

did the live st?

long vault
#

is there any certificate for this course?

obsidian pecan
limber hare
hybrid bluff
lilac solar
hybrid bluff
dusky dagger
#

@hybrid bluff I'm stuck there too. It shows "session has expired"

dusky dagger
#

How in the world we are supposed to do the assignment without phone verification

ripe robin
#

wondering if #429ResourceExhausted is a capacity issue or something that needs to be fixed in some setup.. thanks!

cedar oxide
#

how can I share my screenshots here?
I have a doubt related to the Day 1a - From Prompt to Action

lilac solar
#

@everyone Currently Some Probs Ongoing Kindly try again later

hybrid bluff
fierce sluice
#

after live we have do any assignment ?

dusky dagger
#

How am I supposed to generate a new link for phone verification

lilac solar
obsidian pecan
hybrid bluff
lilac solar
cedar oxide
azure abyss
#

what is codelab please give me some points for help

lilac idol
#

Has anyone been able to complete the assignment and verify phone?

azure abyss
#

how to do assigment 1

#

what is ai agent please explain

lilac solar
lilac solar
eternal horizon
#

what is real thing we want to learn from here

eager flare
limber hare
#

hey guys so what do we do once we finish our assignments like do we need to submit it somewhere or something ?

hybrid bluff
azure abyss
#

what is multi agent system please explain

lilac solar
obsidian pecan
#

Anybody phone number problem got fixed ??

limber hare
carmine lantern
#

Hi , I am getting below error . Do you have any idea . This is at response = await runner.run_debug

ClientError Traceback (most recent call last)
/tmp/ipykernel_48/2127041875.py in <cell line: 1>()
----> 1 response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?")

/usr/local/lib/python3.11/dist-packages/google/adk/runners.py in run_debug(self, user_messages, user_id, session_id, run_config, quiet, verbose)
1021 print(f'\nUser > {message}')
1022
-> 1023 async for event in self.run_async(
1024 user_id=user_id,
1025 session_id=session.id,

/usr/local/lib/python3.11/dist-packages/google/adk/flows/llm_flows/base_llm_flow.py in _run_and_handle_error(self, response_generator, invocation_context, llm_request, model_response_event)
996 yield error_response
997 else:
--> 998 raise model_error
999
1000 def __get_llm(self, invocation_context: InvocationContext) -> BaseLlm:

/usr/local/lib/python3.11/dist-packages/google/adk/flows/llm_flows/base_llm_flow.py in _

obsidian pecan
#

Can we do this lab for tomorrow or today should be completed?

stiff lagoon
#

Hi, will the live stream be available on YouTube after it ends?

lilac solar
limber hare
# lethal drift noo

So then how will the certification be ? Will it be for everyone registered or depending on the final day capstone ?

obsidian pecan
lilac solar
chrome zinc
#

Will we get recordings if we are unable to attend it live? i dont think i can make it to the live session on tuesday and thursday

tender elm
#

hey everyone! i'm not able to phone verify my account? does someone else is facing the same issue? im not getting the otp

obsidian pecan
lethal drift
obsidian pecan
lethal drift
mint dawn
# rose kiln Did u remove the previous API key and then select the new one?

So I once again did it: deleted old API key, created new one and after running the code I got now a new error:
ClientError: 400 INVALID_ARGUMENT. {'error': {'code': 400, 'message': 'API key expired. Please renew the API key.', 'status': 'INVALID_ARGUMENT', 'details': [{'@type': 'type.googleapis.com/google.rpc.ErrorInfo', 'reason': 'API_KEY_INVALID', 'domain': 'googleapis.com', 'metadata': {'service': 'generativelanguage.googleapis.com'}}, {'@type': 'type.googleapis.com/google.rpc.LocalizedMessage', 'locale': 'en-US', 'message': 'API key expired. Please renew the API key.'}]}}
add Code

civic ore
mint dawn
lilac solar
#

Don't use old one again

chilly python
#

Yes

rose kiln
civic ore
lilac solar
#

@everyone if anyone getting error dm me

lilac solar
mint dawn
chilly python
#

Is day 2 already out

#

or do we have to wait

#

like the notebooks and videos and stuff

rose kiln
chilly python
#

Ok yeah because I didn't see it

mint dawn
civic ore
fringe surge
#

Hi all

#

Whats the today's task , and what exactly we need to do , can you guys tell me crisp and clerar ?

carmine lantern
proven dust
#

Is there anyone facing problem in phone verification

pure pilot
#

What to do when you get session expire on phone verification?

dusky dagger
#

@proven dust me also

proven dust
#

Do anyone know it's solution?

civic ore
pure pilot
dusky dagger
#

So can we submit the assignment without phone verification for today??

proven dust
#

@dusky dagger yes

azure abyss
#

what is whitepapers and codelabs how to do project

dusky dagger
#

Because the phone verification isn't working properly

lethal drift
obsidian pecan
civic ore
#

Hi

proven dust
#

@dusky dagger No problem you can submit assignment on kaggle. Do the assignment and submit it.

azure abyss
#

how to complete assigment

dusky dagger
#

Oh thx for helping @proven dust

carmine lantern
civic ore
#

If anyone is facing any issues, kindly DM me.

lethal drift
covert crane
#

how to phone verification

dark canyon
#

I HAVE A ISSUE

lilac solar
lilac solar
dark canyon
#

Now you can call the .run_debug() method to send our prompt and get an answer.
This part is not work...

covert crane
#

can i continue the assignment ..?

dark canyon
#

already check it

covert crane
#

and how to submit the assigment

fringe surge
#

phone verification errror , what to do now ?

inner oasis
#

I am getting ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}} I though the API key will cover the costs for the course

civic ore
fringe surge
#

can we do tomorrow, it doesn't affect anything right ?

civic ore
inner oasis
fierce sluice
#

i litteraly dont know wt to do

fringe surge
#

can anyone help to start the course actually , i watched the 16 mins of whitepaper video on youtube

#

where i have to start , what need to read, what need to do as assignment and submit ?

azure abyss
#

how to create teams of specialized agents

civic ore
azure abyss
#

how to create teams of specialized agents in project or assigment where we have to do

mint dawn
civic ore
#

Through*

inner oasis
# civic ore Not possible bro at this section

ok 3 and it failed on the 4th one. Well it depends on when does it refresh.
I can't share a screenshot from the AI Studio, but according to the charts it's far off the limit 👀

civic ore
lilac solar
#

@civic ore dm

quasi peak
#

Hello, can anyone please tell me how to get started?

quasi peak
#

It has a lot of messages

lilac solar
civic ore
#

@everyone Listen, those who are facing the quota limit issue, try again tomorrow.

inner oasis
#

cool, thanks

lilac solar
fringe surge
#

Can anyone dm me and help for the course ?

lilac solar
lilac solar
ionic ermine
civic ore
#

No need to change API key, just try with same API key tomorrow

ocean portal
#

I got all the way down to 2.3b. The code ran, but then at 2.5 it sent back an error message. I factory reset and re-ran all the code, now 2.3b is showing error messages. Is this just a problem with the system?

civic ore
#

Can you show me what's the error you are facing?

lilac solar
analog yoke
#

Why is it coming error in 1b while running runner to write a short story

lilac solar
fringe surge
#

Waiting for the next available notebook. Your position in the queue is 254.

#

is that expected and will it take more time ?

void ivy
#

Hello all - I am in lesson 1B; I imported my GoogleAPI key as my "secret", which worked fine. All other fields run fine, but when I try to run the full multi-agent system, I get ClientError: 401 UNAUTHENTICATED. What am I doing wrong?

lilac solar
# void ivy Hello all - I am in lesson 1B; I imported my GoogleAPI key as my "secret", whic...

In your Kaggle notebook, find the cell where you load the key. It looks something like this:

from kaggle_secrets import UserSecretsClient
user_secrets = UserSecretsClient()

This line is the important one!

api_key = user_secrets.get_secret("NAME_GOES_HERE")

Now, check the "Add-ons" > "Secrets" panel on the right side of your notebook.

Look at the "Name" you gave your secret.

Make sure the string in user_secrets.get_secret("...") is exactly the same as the name in the secrets panel.

dire dragon
#

My phone verification Session is expired so I can Complete today assignement now or not please any one reply

ionic ermine
analog yoke
#

For sequential agent and loop agent I get client error and for parallel agent I get key error why is it showing like that

void ivy
analog yoke
#

But at last i got message that you made the leap from single agent to multi agent system

opaque aurora
#

hi , does anyone know how to solve client error 400 in day 1a in 2.3(what is an AI agent development kit from google)

balmy plover
#

hi how do i get the api key if i am a student

lilac solar
analog yoke
#

Sir what about my questions

final veldt
#

response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?") can anyone help me with this one

paper sinew
#

Same I am also facing...🥲

wide heron
#

NameError: name 'runner' is not defined

safe spear
#

Error: Permission 'kernelSessions.enableInternet' was denied

halcyon robin
#

QUICK question what languages do i need to learn this course??

safe spear
#

An error occurred while committing kernel: ConcurrencyViolation Sequence number must match Draft record: KernelId=99079562, ExpectedSequence=3, ActualSequence=2, AuthorUserId=30473417

silent leaf
#

Hii
I have a error in to run in multiple agents. Can you help me?

fringe surge
#

Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to your Kaggle secrets. Details: Connection error trying to communicate with service.?

analog yoke
#

How to get my adk url

dire dragon
#

Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to your Kaggle secrets. Details: Connection error trying to communicate with service.?

balmy plover
azure abyss
#

Excited for AI Agents Intensive Course

rocky fern
#

i have this kind of error
503 UNAVAILABLE. {'error': {'code': 503, 'message': 'The model is overloaded. Please try again later.', 'status': 'UNAVAILABLE'}}
what to do now plz help me?

lilac solar
#

@everyone Some user's facing api authentication issue

balmy plover
#

Error: Permission 'kernelSessions.enableInternet' was denied what to do/

frigid heart
#

ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

#

help

#

I m gettin this error i thought i wouls finsih in 15 min but its been more thsn 3 hours
How to solve this plz someone guide me.

rough coral
#

Can anyone tell me how to fix the error in the last point of part 1b?

pure prism
#

why do I keep getting this error when running my agents in kaggle? ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}

finite leaf
#

After creating the runner. Did anyone face error while running
response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?")

rough coral
#

Everyone has the same error.

finite leaf
#

Is there anyone who is able to run it succesfully?

silent leaf
#

No

final veldt
#

Anyone whose london one gone without any error

silent leaf
#

please help me

final veldt
#

@silent leaf Samee 🥲

finite leaf
#

I tried changing api key, but still the same error

final veldt
final veldt
finite leaf
#

Is there any daily request or resource limit in free tier. Anyone have any idea on that?

sand atlas
#

I'm preparing for my exams right now, so is it fine if I complete the assignments and course after these five days? Or is there any deadline to complete it?

wary jetty
wispy falcon
#

🔑 Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to your Kaggle secrets. Details: Connection error trying to communicate with service. did anyone reslove this error

lilac solar
# wispy falcon 🔑 Authentication Error: Please make sure you have added 'GOOGLE_API_KEY' to you...

The key part of this message is Connection error trying to communicate with service.
​This almost always means one simple thing: your Kaggle notebook's internet access is turned off.
​When the internet is off, the notebook is sandboxed. It can't send your API key to Google or connect to any external service, so it fails with a "Connection error."
​How to Fix It
​Look at the right-hand panel of your Kaggle notebook.
​Click on the "Settings" tab (or it might be under the "Accelerator" tab).
​Find the Internet toggle.
​Switch it ON.
​After you turn it on, re-run the cell. You may need to restart your session for it to take full effect (Run > Factory Reset).

analog yoke
#

Hello I have got sequential agent and loop agent as clint error and for parallel agent I got key error but at last it was showing that you made a leap from single agent to multi agent system

#

Is what I did was correct or not

ocean portal
vague arch
#

Is today live

waxen isle
#

I am Searching For Small Retail Sales For ML Model Data But i found Very Poor Quality Datasets. IF There is Product Col there ia No date and visesersa.

light arch
#

**💬 My Conceptual & Deep Learning Questions for the Kaggle AI Agents Livestream

1️⃣ As AI agents become increasingly autonomous and goal-driven, how can we design incentive systems that keep their long-term behavior aligned with human ethics instead of just short-term reward optimization?

2️⃣ As AI agents get more goal-driven through incentive structures, how do we make sure their reward optimization doesn’t conflict with the broader ethical or social alignment we expect?
And if an agent gains the ability to modify its own mechanisms, how can we formally guarantee that these self-changes stay consistent with human-aligned objectives and don’t create unintended behaviors over time?

3️⃣ When agents start self-modifying their reasoning or learning mechanisms, what kind of formal or mathematical safeguards can ensure their updated versions remain predictable, stable, and still aligned with human objectives?

4️⃣ In multi-agent systems, how can we balance cooperation and autonomy—so that agents don’t end up competing or working against each other while still staying efficient and independent?

5️⃣ With the rise of deep reinforcement learning in multi-agent setups, how can we prevent emergent adversarial behaviors that arise from agents learning implicit competition through shared environments?

6️⃣ How can transformer-based architectures be adapted for continual learning within agent frameworks—so that agents can retain past knowledge while still adapting to new contexts without catastrophic forgetting?

✨ Thanks to the Kaggle and Google teams for hosting such an insightful course and livestream.
Really looking forward to hearing the experts’ thoughts on long-term safety, alignment, and the next wave of deep learning–driven agent architectures. 🚀**

wispy falcon
warped lotus
#

How do I know, that I have successfully completed the assignment, and submitted it for the score?

warped matrix
#

In Day 1 assignment client response giving error can anyone give me a solution?

analog yoke
#

@lilac solar i have dm you

#

Please clarify my doubts

fierce sluice
#

is live started

lilac solar
azure abyss
#

Q.1. As AI agents get more goal-driven, how can we make sure their reward-seeking behavior doesn’t clash with human ethics or social values?
And if these agents eventually start modifying their own systems, how can we ensure those changes stay safe, aligned with human intentions, and don’t lead to unexpected or risky behavior over time?

Q.2. As agents begin evolving or rewriting parts of their own reasoning and learning, what kind of safeguards or frameworks can help us keep them stable, predictable, and still working toward human-aligned goals?

Q.3. In multi-agent systems, how do we strike the right balance between teamwork and independence—so agents can collaborate effectively without competing or getting in each other’s way?

fierce sluice
#

is live started

lilac solar
magic spoke
#

also facing 429 RESOURCE_EXHAUSTED error!

fallen roost
#

Hello everyone, Please i need help i want to create the kaggle llm on google and it is requesting upload source
Please how do i go about this
Thank you as I await guidance response

fading drum
#

How to solve error 429

finite leaf
lunar quiver
#

I need help regarding phone number verification, I'm unable to verify it. Can anyone help me ?
I have tried multiple times 🙁

limpid hatch
#

I'm getting the client error 429 resourse exhausted but the api key limits are not met

rare heath
#

💭 In the multi-agent architecture we built on Day 1b, the root agent uses AgentTool to orchestrate sub-agents like ResearchAgent and SummarizerAgent. How does ADK decide which tool to invoke when multiple tools are available? Can we control that decision deterministically, or does it depend entirely on the LLM reasoning? #❓┊ask-a-question

steep skiff
#

i cant verify my phone on kaggle wtd?

lilac solar
eager heath
#

Guys help me how to verify with my phone

#

I can't very it's has been hectic

#

Retry and retry I can even send the photo

quaint lance
#

in 1a task how to resolve client error 429

limpid hatch
faint goblet
#

anyone please mention error 429 in the live

green patio
#

Could we create a team of specialized agents — e.g., one to find facts, another to write code, and one to verify outputs — using ADK's multi-agent setup?

sage vessel
#

can't even get adk to run in powershell

vague nebula
#

i am not able to go back in the livestream, is it blocked from the organizer's end?

rare heath
#

#❓┊ask-a-question Do agents in ADK have memory between runs, or does every run start fresh? If not, how do we give them a sense of “long-term memory” for continuous workflows???

quaint lance
elder saddle
#

I need help. During execution this - [response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?")], I have faced some errors - [---------------------------------------------------------------------------
ClientError Traceback (most recent call last)
/tmp/ipykernel_48/2127041875.py in <cell line: 1>()
----> 1 response = await runner.run_debug("What is Agent Development Kit from Google? What languages is the SDK available in?")

/usr/local/lib/python3.11/dist-packages/google/adk/runners.py in run_debug(self, user_messages, user_id, session_id, run_config, quiet, verbose)
1021 print(f'\nUser > {message}')
1022
-> 1023 async for event in self.run_async(
1024 user_id=user_id,
1025 session_id=session.id,
..
/usr/local/lib/python3.11/dist-packages/google/genai/errors.py in raise_for_async_response(cls, response)
164
165 if 400 <= status_code < 500:
--> 166 raise ClientError(status_code, response_json, response)
167 elif 500 <= status_code < 600:
168 raise ServerError(status_code, response_json, response)

ClientError: 429 RESOURCE_EXHAUSTED. {'error': {'code': 429, 'message': 'Resource has been exhausted (e.g. check quota).', 'status': 'RESOURCE_EXHAUSTED'}}]

#

any solution?

quaint lance
#

how to resolve

quaint lance
spare marten
#

there are ant problem if i could not completed the day 1 task?
because i am getting an error

vague nebula
mint gull
#

which kind of ai use by the google whetre it is open source or stored one

nimble rampart
# lilac solar Dm

Hi @lilac solar I have sent you a DM regarding ClientError: 429 RESOURCE_EXHAUSTED.

when running .run_debug

sweet wyvern
#

hello guys, can anyone tell me where i ask my questions during the youtube live streaming. i am first time here on this course

mint gull
#

me also

elder saddle
#

Hey, I got an error regarding ClientError: 429 RESOURCE_EXHAUSTED. when running .run_debug(). Can anyone help me?

nova matrix
chrome pumice
#

How to verify my phone number

livid osprey
#

#❓┊ask-a-question So, in the Agent Development Kit, when multiple tools are available, how does the orchestrator decide which one to trigger? Can we like trace or interpret that reasoning process—or is it like effectively a black box inside the model’s token stream?

dreamy thicket
#

gettng error 429? how can i solve this?

errant wing
lilac solar
edgy flint
#

Hi @lilac solar, I'm also getting the 429 error, but I have not reached the resource limit.

edgy flint
nimble rampart
dreamy thicket
edgy flint
dreamy thicket
edgy flint
gray thistle
#

It showing me resource has been exhausted (e.g. check quota error ) while running response any solution for this?

slate meteor
#

Is day 1 livestream recorded?

jagged osprey
#

what time will day 2 assignment be released?

dreamy thicket
lost plume
#

Where can we take quiz?

#

**💬 My Conceptual & Deep Learning Questions for the Kaggle AI Agents Livestream

1️⃣ As AI agents become increasingly autonomous and goal-driven, how can we design incentive systems that keep their long-term behavior aligned with human ethics instead of just short-term reward optimization?

2️⃣ As AI agents get more goal-driven through incentive structures, how do we make sure their reward optimization doesn’t conflict with the broader ethical or social alignment we expect?
And if an agent gains the ability to modify its own mechanisms, how can we formally guarantee that these self-changes stay consistent with human-aligned objectives and don’t create unintended behaviors over time?

3️⃣ When agents start self-modifying their reasoning or learning mechanisms, what kind of formal or mathematical safeguards can ensure their updated versions remain predictable, stable, and still aligned with human objectives?

4️⃣ In multi-agent systems, how can we balance cooperation and autonomy—so that agents don’t end up competing or working against each other while still staying efficient and independent?

5️⃣ With the rise of deep reinforcement learning in multi-agent setups, how can we prevent emergent adversarial behaviors that arise from agents learning implicit competition through shared environments?

6️⃣ How can transformer-based architectures be adapted for continual learning within agent frameworks—so that agents can retain past knowledge while still adapting to new contexts without catastrophic forgetting?

shell fiber
#

I got error 429 in the last cell of 1b

#

what to do can't understand

#

I solved it myself

#

by disable and enable the api key again

fathom iron
#

Hi everyone! 👋
I’m Janmejay, an Sr SDET with 6 years of experience, and I’m new to learning about AI Agents — really excited to be part of this 5-Day Intensive!

I have a conceptual question about how Gemini actually processes user requests.

For example — as a user, I make a call to the Gemini API and assign a role, like:
“You are an SDET. Write five test cases for a login page.”

I’m curious to understand what really happens behind the scenes once that request is received:

How does the system interpret and assign that role internally?

Does it maintain some kind of context or state to act as that role while reasoning through the prompt?

And does Gemini orchestrate multiple internal components or APIs in real time to generate such context-aware responses — or is it mostly handled by the model itself in a single API call?

I’m trying to build a clear mental model of how Gemini acts “like an agent” rather than just a text generator.

magic spoke
#

Fun observation about Assignment 1b
the exit_loop function seems does not care what message it outputs. e.g. change the return with no status and a dummy message.

def exit_loop():
    """Call this function ONLY when the critique is 'APPROVED', indicating the story is finished and no more changes are needed."""
    return {"message": "I don't know what I can do"}

in the refine_agent, add an instruction to ask the agent note down the number of iterations.

- OTHERWISE, rewrite the story draft to fully incorporate the feedback from the critique. After the story, add a note about how many rewrite has been done to the initial story""",

change max_iterations=10 to 10 .

I still get good story in 3 iterations.

so what really triggers agents to exit? just the function name exit_loop() ?, anyone has good idea?

lament dawn
#

Am not able to save day1 assignment (1a) idk wts the reason it keeps failing what do i do now?

cobalt flint
#

Error: Permission 'kernelSessions.enableInternet' was denied
error was appered please tell me about this

runic oak
#

Hello @everyone,

I changed my mobile number recently, and in kaggle i do not see the option to change mobile number, is it fine ? or can i access codelabs in this case ?

boreal leaf
#

Hello instructors

I'm out of station I don't have laptop, how I suppose to complete the tasks

You guide me or do any help ?

short ice
#

NameError Traceback (most recent call last)
/tmp/ipykernel_48/4232517048.py in <cell line: 0>()
----> 1 root_agent = Agent(
2 name="helpful_assistant",
3 model="gemini-2.5-flash-lite",
4 description="A simple agent that can answer general questions.",
5 instruction="You are a helpful assistant. Use Google Search for current info or if unsure.",

NameError: name 'Agent' is not defined
this message is showing to me,the previous code that is "Helper function define" i run successfully,but this is showing error

west wren
short ice
west wren
#

@ancient valley Quick question on the 1b assignment, going over it, on the part where we create the 2 agents followed by the root agent and execute the runner for our query. We initially get an error stating from the LM that the result is returning more than just text. This happens more than once and usually either on the 2nd or 3rd try it will give the same error twice and then print out the summary defined in the root_agent object. My question is, is this expected behavior? I am assuming it is since the output in the tutorial does have it and a quick search and reading docs online suggests this is due to the LM choosing the type of tool it is using and getting answers and trying to provide answers that it deems is the best one. In this case, we provided it the tools necessary to do the work (google_search), so is it also doing additional work behind the scenes and get more for the user's query? Hope this makes sense, just curious on this behavior and if this is something that will be discussed later on.