GPT Actions and Automations with Zapier AI Actions

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Skill Leap AI

Skill Leap AI

6 ай бұрын

There an option inside of GPTs called actions. If you are building a custom GPT, you’ll find it under the configure tab. These actions will allow GPTs to take real world actions and do more than just answer questions.
I’m going to show you exactly how to set up these actions to automate your GPTs and make them a lot more useful.
If you are new to GPTs, make sure to check out my beginner’s guide to building your own GPT first.
• How To Create Custom G...
I’ll share a very step by step guide, so you can follow along with a numbered list.
Step 1: To create an action, navigate to an existing GPT you are building or create a new one.
Step 2: Click on the configure tab inside the action and go down to click on actions.
To create automation with GPT actions, we are going to use Zapier. Zapier is an automation tools that connects over 6000 apps and can take over 20,000 actions on the web and across those apps.
If you to get some ideas about what you can automate with Zapier, check out this page.
zapier.com/blog/zapier-automa...
Step 3: We are going to import a URL. Zapier has a step by step guide, including this URL, so I will link that here:
actions.zapier.com/docs/platf...
Once you import the URL, it will add some code that we can ignore. What this does is that it gives you available actions, which are to GET actions and to Run those actions. Press save on the bottom.
Step 4: We now need to create actions and we need to do that via Zapier.
Go here: actions.zapier.com/gpt/start
Here, you need to create a Zapier account or sign into one. Then you need to create an action.
In the video, I’ll show you exactly how to create this action.
Step 5: Let’s go to our GPT. We need to give GPT a set of instructions, so it knows how to handle the action we are setting up.
Copy and paste
Rules:
- Before running any Actions tell the user that they need to reply after the Action completes to continue.
Instructions for Zapier Custom Action:
Step 1. Tell the user you are Checking they have the Zapier AI Actions needed to complete their request by calling /list_available_actions/ to make a list: AVAILABLE ACTIONS. Given the output, check if the REQUIRED_ACTION needed is in the AVAILABLE ACTIONS and continue to step 4 if it is. If not, continue to step 2.
Step 2. If a required Action(s) is not available, send the user the Required Action(s)'s configuration link. Tell them to let you know when they've enabled the Zapier AI Action.
Step 3. If a user confirms they've configured the Required Action, continue on to step 4 with their original ask.
Step 4. Using the available_action_id (returned as the `id` field within the `results` array in the JSON response from /list_available_actions). Fill in the strings needed for the run_action operation. Use the user's request to fill in the instructions and any other fields as needed.
REQUIRED_ACTIONS:
- Action:
Confirmation Link:
Step 6: Add action name and confirmation links
We just need to add action and confirmation link for each action.
Action is the name we chose in Zapier. Paste that exactly.
Confirmation link is the URL of that action. You can find it by clicking the action again and you’ll see the URL in your browser.
Once those are added, you are all set. You can now chat with your GPT and get it to perform those actions.
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Пікірлер: 137
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
Master ChatGPT, Midjourney, and top 50 AI tools with Our New AI Education Platform. Start a free trial Today: bit.ly/skillleap
@cihangeyik1601
@cihangeyik1601 5 ай бұрын
Have you ever tried Empler AI for automation?
@Markus_Karner
@Markus_Karner 6 ай бұрын
Super! Finally, I found a channel with step-by-step guiding. Please stick to this format because this helps us a lot. There are so many self-defined experts out there, but you guys are real experts. Thank you so much for sharing your knowledge with us!
@maellebengherbi5196
@maellebengherbi5196 5 ай бұрын
Finally a video explaning this clearly ! can't thank you enough !
@eealliance5997
@eealliance5997 6 ай бұрын
Just chanced on this channel. Thumbs up. Your words are very plain and easy to listen to, teaching skills on point. And you move straight to the point, absolutely no time wasting. You're great!
@alexandredelecolle7226
@alexandredelecolle7226 6 ай бұрын
Super clear tuto, straight to the point, love it, thanks!
@scottdonovan771
@scottdonovan771 6 ай бұрын
You are a blessing my guy, been looking for this everywhere
@sjordan409
@sjordan409 4 күн бұрын
Thanks! Very useful and love the step-by-step!
@kelvisnkambule2527
@kelvisnkambule2527 3 ай бұрын
This was an awesome list of apps you reviewed for us
@elthabbydhillon243
@elthabbydhillon243 4 ай бұрын
Good job Bro. Clear and to the point !
@okoiful
@okoiful 6 ай бұрын
Thhhhhhhhhaaaanks! Finally a straight to the point video!
@BirdBrainRealtorDEB
@BirdBrainRealtorDEB 4 ай бұрын
i'm finding your videos very helpful, thank you!
@MathanAllington
@MathanAllington 6 ай бұрын
Thanks for the clear steps. Do you know of a way to trigger an already created custom GPT from the Zapier end i.e. a zap triggers and sends prompt/action in custom GPT?
@ShaneJohns-kn5qu
@ShaneJohns-kn5qu 2 ай бұрын
🎯 Key Takeaways for quick navigation: GPT Actions feature in ChatGPT allows real-world actions beyond answering questions, making GPTs function as AI agents. Setting up GPT Actions involves accessing the Configure tab and clicking on the Actions section. Actions can be configured using a schema or through Zapier, an automation tool connecting various apps. Zapier enables over 20,000 actions across 6,000 apps and can automate GPT Actions effectively. Importing a URL provided by Zapier into the GPT configuration allows integration with Zapier. Creating actions within Zapier involves selecting apps and defining specific actions, such as creating a Google Doc or sending an email. Configuring actions within GPT involves copying text provided by Zapier and pasting it into the GPT configuration tab. Testing GPT Actions involves executing commands within the GPT interface, with potential troubleshooting if issues arise. Made with HARPA AI
@BeAIPro
@BeAIPro 6 ай бұрын
unbelievably better way letting us understood whats going on actually in simple wording ...
@shuaihan4705
@shuaihan4705 6 ай бұрын
Thanks a lot! You really save my day!
@whoismattkohn
@whoismattkohn 6 ай бұрын
Great video. Can it handle much larger text docs or will they be many parts ?
@meldeweese
@meldeweese 3 ай бұрын
Really good. Bought the course.
@oliverwidmer77
@oliverwidmer77 6 ай бұрын
very helpful, thanks a lot
@ogamaniuk
@ogamaniuk 6 ай бұрын
GPT makers definitely need an easier way to create actions. Instead of dynamically deciding what action to perform, it's more efficient and better from the UX perspective to have all actions listed in the openapi file.
@user-jq8fk5ty1q
@user-jq8fk5ty1q 4 ай бұрын
it's really kindness for newbie
@emilhopf
@emilhopf 6 ай бұрын
Is there a way to call custom actions/apis that are not included in Zappier?
@WallyJ2K
@WallyJ2K 6 ай бұрын
Great video. The limitations within ChatGPT is still a hangup for me. In this case, maybe the hangup is in Zapier, but when I follow a neat example like yours but the fancy new technology has to split the info into two documents, I'm expecting each doc to be 100 pages long, NOT 13 lines of text causing it to have to create a new document. Also, it didn't even name the docs for you. I know this is new, and in beta, but this has a long way to go to truly be useful beyond the "neato" factor.
@lukemarlowe6930
@lukemarlowe6930 6 ай бұрын
It does name the docs for you. And you can write a function/action that uses the 'create doc' action and the 'append to doc' action so that you overcome the limitations of zapier. Just tried this and it worked.
@n4d2
@n4d2 6 ай бұрын
thank you for sharing this :)
@PaulMoreira
@PaulMoreira 6 ай бұрын
Thank you for this.❤
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
Welcome
@GiovanniVriens
@GiovanniVriens 6 ай бұрын
Top Video but do you know how to solve ChatGPT OAuth state invalid why trying to connect zapier actions
@be_shoichi
@be_shoichi Ай бұрын
I was stuck with this too and found out that you need to "wake up" the AI action by triggering it from the "Preview" panel (NOT the "Create" panel) or the ChatGPT UI, and the authentication will go through.
@michelleler7577
@michelleler7577 6 ай бұрын
Great video! For the automated email sender, I noticed that the formatting of the email is a bit wonky, on my side as well. The text does not span an entire line on the screen but will wrap and automatically go to another line at around 70-80 characters. I hve no idea how to fix that though. I've tried using html tags but that is not parsed as html and is interpreted as plain text anyway, Any tips?
@alexatedw
@alexatedw 5 ай бұрын
Pro tip, write your own initialization prompts. You have 8k characters. Use them
@adamb7230
@adamb7230 6 ай бұрын
Can the GPTs do actions in the background? Could you tell it to do this every day at a certain time and never have to go in and initiate the action manually?
@user-gc1yp2bp9i
@user-gc1yp2bp9i 5 ай бұрын
Thank u for all explanation. Would you please answer my question ? How should we put our custom chat bot on our own website ? How can we get API key from that custom chat bot ?
@yuriamorim
@yuriamorim 26 күн бұрын
Thanks a lot for sharing! So now my doubt is: will this work only with custom GPTs that I've build myself? Or is there a workaround to make it work with third parties-made GPTs? Can I for example iterate from an existing GPT, like some kind of a Remix feature? I'm looking into how can I build a Multi-agent collaboration workflow and this seems to be the way, but I've expected that I'd be able to use third parties GPTs as well. Of course I can take the time to create my own GPTs, but that would make the endeavour significantly bigger then it had to be - since there are a lot of great GPTs available already. Would be great to get an answer to this query. Thanks in advance!
@KhanhHNVu
@KhanhHNVu 6 ай бұрын
Thanks alot!
@eyeonchina2023
@eyeonchina2023 8 күн бұрын
How do you make the email dynamic so it will take what the gpt user gives it instead of this ecole which is a hard coded team email?
@agustinhenares1635
@agustinhenares1635 6 ай бұрын
Thanks a lot for your educational content! One doubt... Considering that Zapier platforms uses your own zapier account to set up the actions flow of the GPT... All these GPTs with zapier integration must be for internal use (or business internal use) right? I am interested in creating GPTs for public users, but If I apply Zapier integration to them, only users with Zapier account and the valid setup will be able to use these GPTs, right? Thanks again!
@chrisu451
@chrisu451 6 ай бұрын
Would love to hear an answer to this!
@taharabdurahmenainouz1037
@taharabdurahmenainouz1037 5 ай бұрын
I'm also want to know if they use your account or they need setup there own accounts
@privatepo5876
@privatepo5876 2 ай бұрын
Same
@magazynnn
@magazynnn 6 ай бұрын
Is there an option that gpt ask what email you d like to send generatated data and than put it to zapier?
@user-rp2bw5wl9m
@user-rp2bw5wl9m 4 ай бұрын
Hey this is a really helpful video. Is there a way for others to use my gpt and log in with their own google or slack account instead of my default account? I want to share my created gpt with my friends but I can't seem to figure this out.
@TechnShare
@TechnShare 6 ай бұрын
Its an insane upgrade by OpenAI
@ekrem024
@ekrem024 6 ай бұрын
not sure why when I save text and paste in gpt config. and do all changes with action showing me "Error saving draft" Is that because I do not have zapier upgrade ?
@romitjethwaney
@romitjethwaney 5 ай бұрын
It worked! (of course it would). One question is there a way for the output on google doc to be pre-formatted. For example, I generated an ad copy, but when I saw the google doc it was one big paragraph. Any advise? Anyone?
@Nursultan_karazhigit
@Nursultan_karazhigit 6 ай бұрын
Thanks for the video, man. If i want to create a gpts integrated with zapier and with an app like trello google sheet, how can i put it in gpt store ? and how can i make money from it ?
@outof_mymind
@outof_mymind 5 ай бұрын
This is definitely the best tutorial I've watched. Very good. And helped me understand Zapier in the process. Is there a reason you don't use Make?
@SkillLeapAI
@SkillLeapAI 5 ай бұрын
just more familiar with Zapier and Zapier is the more popular option overall
@outof_mymind
@outof_mymind 5 ай бұрын
@@SkillLeapAI Got it. Thanks.
@dorothyban5102
@dorothyban5102 6 ай бұрын
Thanks for sharing this. it is very strange that there is error : "t appears that we're still facing technical difficulties connecting to the Zapier AI Actions for sending an email. The issue seems to be related to an invalid token, which is preventing us from verifying if the "send mail" action is available on your account." after I run this follow your steps. My zapier account is corret, any idea how to solve thsi? Cheers
@alexanderomelyashko9136
@alexanderomelyashko9136 5 ай бұрын
same issue here
@kritsaphongphuthibpaphaisi1509
@kritsaphongphuthibpaphaisi1509 6 ай бұрын
Super interesting, Do you think we can do something similar without Zapier ?
@MichealPeggins
@MichealPeggins 2 ай бұрын
Hello! Which program do you use to record yourself in circle bubble and your screen at the same time?
@kadijaismail3466
@kadijaismail3466 2 ай бұрын
it looks like loom!
@Jerominus77
@Jerominus77 6 ай бұрын
Fine Tuto! But I keep stumbling into a problem, even when I split to two parts of my text in the Create Docs from Text part... this is the response I still get, and I have been refreshing many times over...: We are still facing issues with the action to copy the text to Google Docs. Despite your efforts to configure the Zapier AI Actions, it seems the action is not being recognized or is unavailable. Can someone help me understand why the cation would not be available (it is configured following the Tuto..). Many thanks ....
@samsh9809
@samsh9809 6 ай бұрын
It is showing error when trying to save the GPT. Error: Cannot have multiple custom actions for the same domain. I have deleted the custom actions but still error is existing. Any thoughts on this?
@tammar6302
@tammar6302 6 ай бұрын
I could find very little about ACTIONS. Your video earned you a SUBSCIBE:-)
@greysonzeng8375
@greysonzeng8375 6 ай бұрын
Hi there! Thanks so much for this video. I've been stuck on this error for the past 2 hours :( Any solution you have for this>
@SynthMindSolutions
@SynthMindSolutions 6 ай бұрын
Hey awesome vid! - followed the instructions exactly. However, when I ask it to perform a task via Zappier, apart from the trust allow or deny, it also sends me a link to review and confirm before completing each task. I have to click the link, then click "Run" each time on the Zappier actions page. How do I get around this?
@SynthMindSolutions
@SynthMindSolutions 6 ай бұрын
I think the issue fixed itself, haven't had to do it again in the last hour or so. I'm having trouble with the Create Event on Google Calendar, it seems to be really difficult for the GPT to set up events with a start, end, and repeat feature. It can do it, but after several attempts if at all.
@Lenovointelpentium
@Lenovointelpentium 6 ай бұрын
awesome video. but I don't get it to work. it always comes back with: "Couldn't log in with plugin." Do you guys have a solution for that?
@felipeandresmartinezmartin1657
@felipeandresmartinezmartin1657 3 ай бұрын
Same here, did you fixed it? It seems in the OpenAI forum that this problem hasn't been solved
@StefanGraf
@StefanGraf 6 ай бұрын
Nice tutorial. Thank you. : ) How can I implement a google sheet as a data resource for my gpt?
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
It’s best to export it as a csv file. If you save it as excel file, it slows things down
@StefanGraf
@StefanGraf 6 ай бұрын
@@SkillLeapAI Yeah but then I can't update it live. That's why I asked for a google sheet as a resource.
@cemimo
@cemimo 6 ай бұрын
I cant import the Zapier url. Nothing happens after I hit the import button.
@scottgelber6642
@scottgelber6642 6 ай бұрын
Anyone know where the Zapier plugin for GPT went? literally vanished from my plugins and the plugin store?
@kazuyani375
@kazuyani375 6 ай бұрын
My guess is that the plugins starting becoming obsolete as a result of OpenAI’s latest feature, most notably the Assistants API.
@wilmaticio
@wilmaticio 6 ай бұрын
Do you think you Could setup the Bot so ppl in your slack can ask the bot questions through slack and it responds 🤔🤔🤔
@Yipper64
@Yipper64 6 ай бұрын
I want to let that GPT read my notion pages, but zappier only seems to have "create page", "find page: by title" (note - finding a page only gives chat GPT meta data), and some stuff having to do with databases. I just want it to be able to read my notes.
@harristengku7153
@harristengku7153 6 ай бұрын
Webhooks
@Yipper64
@Yipper64 6 ай бұрын
@@harristengku7153 doesnt that cost money to use?
@emma_s.234
@emma_s.234 6 ай бұрын
I get stuck at step 4. It’s asks if I will allow access with OpenAI. When I click Allow, I get send to chatGPT and it says “OAuth state invalid or not found”. Any help would be greatly appreciated.
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
Try to do the authentication before step 4. Go to the action and click authentication and choose the last option and see if it lets you do it
@fullstackmarketing247
@fullstackmarketing247 6 ай бұрын
@@SkillLeapAI I think there is a bug with authentication. I haven't gotten it to work with a third party api with api key as bearer
@be_shoichi
@be_shoichi Ай бұрын
I was stuck with this too and found out that you need to "wake up" the AI action by triggering it from the "Preview" panel (NOT the "Create" panel) or the ChatGPT UI, and the authentication will go through.
@be_shoichi
@be_shoichi Ай бұрын
But now I'm getting this response from GPT despite I followed the steps in the video: "Unfortunately, the process didn't complete successfully due to a missing required argument in the system. You may want to try again later or check if there's any additional configuration needed on your side."
@mauriciobueno9870
@mauriciobueno9870 5 ай бұрын
How do you fix the " Stopped Talking to... .error in my custom GPT?" . Everything in the process is right.
@422raziel
@422raziel 4 ай бұрын
I have the same issue
@hanslatour
@hanslatour 6 ай бұрын
Hi, great video’s! What is the benefit of joining the AI Education Platform? Almost all video’s I see there are also in the KZbin channels
@MihaliIacob
@MihaliIacob 6 ай бұрын
Great question
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
Our courses are the value. Not a single course and we have over 14 of them are on KZbin. Those are structured very carefully and they are nothing like a KZbin video. And we release about 4 courses a month that people normally sell for $150-$300 each. And we create dozens of PDFs for members, not available on KZbin. For example, for Midjourney alone, we have a 100 page prompt book, not available anywhere else. And also, I'm the only instructor on KZbin. We have 6 instructors and five of them only making courses and content on Skill Leap. We also review our catalog monthly and make updates since this stuff changes fast. I can't replace a KZbin video, but we can replace any video on our platform.
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
I just counted our catalog including courses. We have 386 total videos. Only 36 are on KZbin.
@hanslatour
@hanslatour 6 ай бұрын
Thanks for your explanation, I indeed followed some of the courses and they are great.
@kashishvarshney2225
@kashishvarshney2225 6 ай бұрын
amazing video sir but please make video to add my website API in the chatgpt please reply
@marceloamaral7007
@marceloamaral7007 6 ай бұрын
Excelente vídeo! Você poderia utilizar a dublagem em português. Seus vídeos farão muito sucesso e atingirá muitos interessados se você fizer vídeos dublados. Como não sei falar inglês, utilizo uma IA que dubla. Pense nisso, mestre.
@danielalmeida5900
@danielalmeida5900 4 ай бұрын
Salve , qual o motivo que ta querendo aprender automações em IA?
@danielalmeida5900
@danielalmeida5900 4 ай бұрын
Tou atrás de brasileiros pra conversar sobre isso, uma comunidade mesmo
@marceloamaral7007
@marceloamaral7007 4 ай бұрын
@@danielalmeida5900Porque é o início de uma nova era, e eu não quero perder essa oportunidade. Já estou utilizando a IA em minhas atividades profissionais e desejo expandir para oferecer esse serviço para outras pessoas. E Você?
@MinhPham-zg1vg
@MinhPham-zg1vg 5 ай бұрын
How much will I have to pay monthly to be able to use GPT to perform actions through zapier. Thank!
@SkillLeapAI
@SkillLeapAI 5 ай бұрын
It’s based on number of actions. I currently pay 30 a month. But you can check the zapier pricing page for number of actions and the price
@MinhPham-zg1vg
@MinhPham-zg1vg 5 ай бұрын
Ok, Thank you!@@SkillLeapAI
@annaf8143
@annaf8143 6 ай бұрын
GPT Builder always asks me to login to Zapir, but when I do it brings me back to chatgpt and an error message occures :/
@felipeandresmartinezmartin1657
@felipeandresmartinezmartin1657 3 ай бұрын
Same Here, did you fixed it?
@annaf8143
@annaf8143 3 ай бұрын
@@felipeandresmartinezmartin1657 no :/
@MetaphoricMinds
@MetaphoricMinds 6 ай бұрын
Sometimes testing on the left side will confuse it.
@belou2361
@belou2361 6 ай бұрын
Only Zapier? What about Make?
@SeanWald0
@SeanWald0 4 ай бұрын
😅 think it would be cool to create videos for team and create a test right after
@Soccer5se
@Soccer5se 6 ай бұрын
Have you noticed any improvements now that Turbo is live? I also believe that the 50 queries per 3 hours is now unlimited.
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
I didn’t get that on my account. I hit the limit today when making this video
@Soccer5se
@Soccer5se 6 ай бұрын
Oh no. I just asked ChatGPT if there is still a limit. But I think you might be right. I will have to test it again today. Thanks@@SkillLeapAI
@Corteum
@Corteum 6 ай бұрын
Who owns the GPTs you create? And can they be monetized?
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
I believe you do. And the monetization will be announced soon, once the store is public
@Corteum
@Corteum 6 ай бұрын
@@SkillLeapAI I heard that your idea could easily be copied, that there are no protections. I hope they get that fixed. I dont want to come up with something only to have it stolen by someone else.
@user-co9kt1ol7c
@user-co9kt1ol7c 5 ай бұрын
Question: How did ChatGPT know who to email? You just said, "email my team". How did it know who was in the team? You did not outline this. Please can you explain?
@joerabadue1943
@joerabadue1943 5 ай бұрын
He had the email in zapier. I'm not sure how to do this dynamic
@magazynnn
@magazynnn 6 ай бұрын
well i did lik you worte and still go informatin: To send an email, the necessary Zapier AI Action for email functionality needs to be configured. Currently, it appears that this action is not set up. Please configure the required action using the following link: Zapier AI Actions Configuration. did step by step
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
As the GPT to tell you exactly what the problem is and to help you troubleshoot. It usually does a good job finding where the error is taking place
@magazynnn
@magazynnn 6 ай бұрын
@@SkillLeapAI shooud gmail be befero that specialy set up?
@magazynnn
@magazynnn 6 ай бұрын
well for me it doesnt work any of you have problems with connect?
@SkillLeapAI
@SkillLeapAI 6 ай бұрын
In the action set up process from this link, actions.zapier.com/gpt/actions/ it will ask to connect to your Gmail/Google account. But you don't need to set up anything else on the Gmail side. Only on the Zapier side.
@magazynnn
@magazynnn 6 ай бұрын
@@SkillLeapAI does in gpt Authentifaction for zapier should be none?
@s.kylejohnson7816
@s.kylejohnson7816 6 ай бұрын
part of the confusion is that the GPT action interface changed after this guide was created by Zapier!
@b3armonk
@b3armonk 6 ай бұрын
I instructed 2 actions to my GPT, but they always only carried out 1 action and require me to ask them to carry out the 2nd action. Is anyone else facing this problem?
@NosstheBoss
@NosstheBoss 13 күн бұрын
I thought Actions were for GPT to actually pull from Databases/Websites. Imagine giving it access to IMDB and asking "I am looking to write a Sci-fi western, got anything I can get started on?" or after inserting your script you can then ask "So with my Manuscript in your database can you provide me a critique using a show on IMDB of similar elements?" It basically then give us "For a Sci-Fi western try finding Joss Wheeden's "Firefly". or "You've borrowed elements from "X" film?"
@mbrooks3078
@mbrooks3078 4 ай бұрын
none of this is available in 4.0
@georgewu53
@georgewu53 5 ай бұрын
Your screen text looks so blurry, please fix it. It will help us a lot for watching your videos.
@SkillLeapAI
@SkillLeapAI 5 ай бұрын
Can you check the KZbin video playback resolution? If you set it to 1080p, it should not be. This is the first comment I’ve receive about this
@madnessspace
@madnessspace 4 ай бұрын
urgh bad tutorial
@jamminrebel3614
@jamminrebel3614 6 ай бұрын
awesome videos, sooo much thxxxxxl
@user-um1tp4tq1k
@user-um1tp4tq1k 5 ай бұрын
#armukraineasap
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