第 1064 集：AI Agents 最新發展 + Hermes Agent 實戰經驗談

歡迎大家收聽第 1064 Related HKPUG Podcast I am the first person in the world, my first name is my first name, my first name is William, and I am in the future. ,聽到很睏你明白嗎?沒錯就快恰著的Maxy因為我現在走回香港時區 ,這時間開始是睏著, Big family music, time and place, OK ,剛剛之前又出了聲音的阿達姐是的,我也很睏著,今早6點多起床,應該最精神裡裡面,my older brother's last year's 該是是三哥哥是的,未出聲的,三哥哥好,After my decision was completed, I opened the meeting and held a meeting. ,After the star reached the fifth stage, the tea shop was opened.候個是月份茶序地點依old不不不過八月份茶序就月份序就好像阿達姐有些活動我們用後才講你的活動但是阿新師傅好像沒有了活動It's a great place to meet people in the world.會照舊在八月的第1個星期5就舉行那天好像是幾號?Four 號還是五號?七號 我打算數一數四號五號原來已經是七號八月七號,My name is HKPUG-specific tea shop, location, price, 25 minutes, 25 minutes away from Stations Free Cafe. It is possible to find a place to buy and sell food and beverages. , New teacher's first meeting, next time, opening of heart, temple, etc. ,那些東西阿新師帶帶給大家玩是的,阿新師傅可以帶給The meeting of the new master, the meeting of the new master, the meeting of the great family, the meeting of the new teacher About the new teacher, about my business, about the future of the company, about the first year of the year, about the time of the year, about the big family. ,I am a member of my country.不過, good image, people, people, friends, foreigners, foreigners, foreigners, foreigners, foreigners, foreigners, foreigners Friends in the country, friends, friends, friends, friends, friends, etc. ,聊聊天甚至乎你不喜歡跟你們聊天我只是想聽聽都沒聽聽都沒問題的After the first meeting of my family, I decided to open my mind and prepare for the next month. First, first, second, second, second, second, second, second, second, second, second, third, third, third, third, third, third, third, third, third year, next year, next year, next year. It's a big family with a good heart. When it comes to tea, it is possible to buy a car at a time when you want to buy a car.因為之後的日後也有活動第二天你會有活動第2天2nd Annual Meeting Cost Club is located in North China. People's annual meeting is open in the city. Open Source is in the city. Located at 43rd Street, located in Daan District, North City. Local business agreement I am not aware of it. I am not aware of it. I am not aware of it.為期兩天8月8日和8月9日就舉行大家有興趣走過路過台北市都可以來參加學Travel to the local area, visit the local area, visit the local area, visit the local area, visit the local area, visit the local area, visit the local area, travel to the local area, travel to the local area, travel to the local area, travel to the local area, travel to the local area, travel to the local area, and travel to the local area. Against, the first week of the year, the completion of the marriage, the first meeting of the family, the meeting of the large family.和阿打姐將會出席的灣活活有興趣可以參與About, I am talking about my life, my life is peaceful, my family is working, I am talking about TikTok, the question is, is it true? 不過有些不open to the heart, close to the sky, close to the sky, close to the new voice, immediately open to the world, travel to Japan, travel to Japan, travel to the world See the real city, see the real city, see the real city, see the real city, see the real city, see the real city即是近中都有幾年有一次是否要很衰的學我們秘方的朋友說It is a place where many people can travel, enjoy, enjoy, enjoy, enjoy, enjoy, enjoy, enjoy, enjoy, enjoy and enjoy. It is possible to live in the same country, live in the same country, live in the same country, live in the same country, protect your body, protect yourself, protect your health, protect your health, protect your health, protect your health and protect your family. It's a good thing, it's good, it's good, it's good, it's good, it's good, it's good, it's good, it's important to have money ,Refundable to private citizens.然後又要走爛走爛之後就爆炸炸到爛了是啊也有些人可能未必及時可以Eon Moore's Book of History但這次對上一次洪本䟎也倒了一段時間他也沒事不過這次避免不出在一些氣體爆A close friend's thoughts, a good idea, a good idea, a good idea, a good idea in 2050 As soon as I decided to move to the next place, I decided to move to the next place. After all, it is a good idea for people who are interested in investing in a business.是身在日本本香香港人現時有都不止一個的電訊網絡供應商都提供了有幾天的Traveling with friends, traveling with friends, traveling with friends and family, knowing Smarttone and AirSim都在他們凪己的官方Facebo ok公佈了Smarttone有三天7月29至28至30天在這三天就有完全免費數據和話音通話的服務另外AirSim公佈了這幾天都是免費的所以如果你在這些地方方便報告It is easy to reach the destination, it is not easy to use, it is not easy to use, it is not suitable for people to travel to the port. -Fi其實這件事current在說的Wi -Fi都都不是新鮮事物因為據我所知本身日本有幾的電訊箱都一起去做了一個SSID即是Wi -Fi叫做00000 Japan是一個免費的Wi -Fi connection, Wi-Fi connection, business connection, meeting, opening, transfer, entry, exit, transfer, transfer, transfer, transfer, transfer, transfer, transfer, transfer, transfer, transfer, transfer, etc. 2011 Annually closed in Japan Traveling to a large family, traveling to a large family, traveling to Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, etc. It's true, it's not safe, it's not safe, it's not safe. -Fi Before my life is over, I am separated from my family. Self-directed business, private business, business, business, business, business STAR LINK joint production, real world meeting, distribution, distribution, distribution, distribution, distribution, distribution, distribution -Fi-related information related to STARLINK-specific information It is possible to open the door later and then open the door.但很相信Current location in Japan以我們如果有這些新的資料我們都會更新給大家但如果又不是用Smarttone又不是用AirSIM I am connected to Wi-Fi and I am not allowed to use it. It's about meeting people, meeting people, meeting people, meeting people, meeting people, etc. -call meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, etc. Real world, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place to meet. 1010 years ago 1010 years ago, 1010 years ago, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010. One small star, one small star, one small star, one small star. 1010 1010 minutes away from the top of the city. It is possible to contact the local people, contact the local people, contact the local people, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel, travel你純粹只顧著去追求他那張單還說有資料可以找到我們些就比較要加Inside the area, inside the public area, in the first place, in the world, in the world The business world is open to business. It is possible to meet the world's largest global market. It's like a business meeting with a business. It's a business meeting with a business. There is no same door, it is not the same, it is against the law, it is against the law. Smart home Reality See the location of the world, the world, the future, Japan, Japan, knowledge, travel, travel, travel, travel, travel, travel, etc.其實他第一件事就可能已經議定了究竟怎樣去就是support在1010 這麼premium servic CSL The biggest division of the world, the world of the world, the world of the world. CSL-specific A brand with a high reputation什麼如果去旅行又說不知道可以有什麼管家服務管家It is possible to move to the east and to the west. Pose, business, high-paying, specific business, high-paying, specific business應該真的定如果在這些多了多了的地區在旅行的時候他可以怎樣better support, local people, people, local people, local people, friends, people, etc. It is important for people to visit the world and visit the local public. The time of the event, the actual time, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, the meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, meeting, etc. It's a good idea to have a good meeting at a meeting.那個客戶是在內區是的在外地而又剛好或者可能有這些 scenario, world, world, world, world, world, world, world, world, world, world, world, world, world, world, world, world, world, world, world, world If you are a member of a private company, it is better to have a private company, protect your interest, protect the company, and support the company. than better business, more people support, more people support, more people support, more operation. MenuSOPSOP Applicable to all partners It is a meeting between people and the public. It is possible to have a good time with friends and family. The problem is to achieve harmony and achieve harmony. Local business contact, local business, local business, and local business.結果整件事究竟公關能不能夠令到公司加分是的即是沒有這些準備就糟糕了不過呢剛才我聽說山哥哥說到這個00000 Japan是一個免費Wi -Fi免費Wi -Fi 也會怕會不會有人隨便open個Hotspot然後用SSID接After traveling to the western part of the east, traveling to the western region, traveling to the western city, and then transferring to the western city. -Filter with VPN is good.但是如果難不妨被人偷了你的Google帳Max可以怎樣Go to the hospital. ogle About the dress Google's first step, new exit, one step, one step ahead, one step ahead. Google App is open to all users, Chrome is available for internal use only. It is possible to read the information later and read the information about the real world information and password.你也可以用你的樣貌這個最後手段我不知道是不是最後手段只要你中間沒有去過Korea Change and Change It is possible to buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell, buy and sell? For people using Chrome, it is possible to use Chrome to install it. Google's official terms It is possible for people to use the product and use it for commercial purposes.特兒服務是的現在它已經跟你說明你掃描你的樣貌它不是只要拍一張照片它比照片更加仔細就是要你一邊掃描你的前面整個容貌其real是一個3D photoshoot It is possible to purchase a copy of the product directly from Google.但是這次的做法其實你即是把凪己的容貌所有特徵I don't have a friend in the West, I don't want to go to Tokyo, I don't want to go to Tokyo, I don't want to go abroad.你覺得Google你可以順來也不介意將你的樣貌就是貢獻出來讓它做一些比對甚至乎將來的一些Easy to purchase, new, exclusive, and affordable.以參加但是如果大家考慮了一來我就不是很想第1我不會整容的你說其實不是我下個月整容我給了你樣貌你沒所謂下個月我就已經變了良朝偉樣不不怕那當然沒有問題但是如果不是的話If you are looking for a large family, you can move around, try it out, check it out, check it out, buy it right away, buy it later, buy it later, buy it, buy it later It is possible to transfer the money to the people, to buy the money, to buy the real estate, to buy the goods, to buy the goods, to buy the children, to buy the children, to buy the children, to buy the children, to sell the food, to buy the food, to buy the food, to buy the food, to buy it Contact us, contact us, contact us, contact us, contact us, purchase, purchase, purchase, purchase, purchase, etc.一些不法用途都可以他可以拿去申諷照假護照開銀行戶口很多APP都可以用這些影片It is possible to use 3D mobile devices, enter the market, use it, use it, use it, and use it.你給他一個樣貌之後其實你不能收回你的特徵你的樣貌所有東西跟你的指紋一樣It's different from the rest of the world. It's different from the rest of the world. It's different from other countries. Realistically speaking, it is not possible to reach the top of the world.以但我都說他是大鼓他做這個動作他當然不是為了跟你做認證因為跟你做認證用指紋也好用其他東Western我都可以做到認證其實為什麼你特意做他樣貌Study on the outside world, travel on your own, move around, go out, buy, sell, buy, sell, etc. Emotions, friends, friends, friends, family, friends, family, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, etc. I'm not in the sky, I'm in the sky, I'm in the sky, I'm in the sky My business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open, my business is open. I have a big family and I have no idea. I have a good heart. If you decide to buy a big house first, you can buy it right away. Developed by Sam Edwin辨蠻蠻蠻蠻蠻蠻蠻蠻叢并拍了你的紅膜百貨又被你買了在這樣然後就寄 divor局 Saint Zain and later believe, it is said that it is necessary to believe in the future. Oxfordemi by car Start your business first time, first time, first time, first time, first time, first time, first time, first time, first time, first time. QUEOS is a big company or a lot of people who believe it but the kind of thing is to be and to prot ect yourself I just mentioned AI and training AI and need a lot of data and of course, we need a lot of hardware There are some countries who can't get these very advanced AI hardware So they use a lot of different ways And there are many different ways of the name and the name of the name of the company So why not let them buy hardware They have a lot of them to the place Nvidia, I remember in the past few months we also had a series of Jesus' Book GamersLessix has been sent to a lot of different cities like in深圳 and more local cities There are many NVIDIA for the US to get to the US They can also buy from the US to the US They can also get to the US to get to the US to the US In the country's perspective, he is not going to ban him He is just saying he is not going to ban him I'm not saying he is going to be a good use So he also has a lot of questions about Envidia Is not sure he is a blind eye Is not a blind eye to make a blind eye To make this problem And then, everyone has to ask The people who say that they are not a big fan of the world They say that they are not a big fan of the world They are not a big fan of the world But they don't know what happened And they were trying to find out the way from Taiwan's Geyron Decian署 When they were in the Supermicro AI server They found out that Nvidia has a lot of time to do this and then the chief of the project manager of the D.C. John D. Long, he was arrested for his work and said he helped the Supermicro project manager of the O.S. and sent out a real real information and sent to the B300 The server has been through different channels from Taiwan, from Japan, from Japan, from China and then turned to China So now they are now in the notice Do you think the Lord is not a peter? If we say that the Lord is a peter We can't say that we can't say anything We can't say anything But we know that the Chinese government is not a very important market It's not a big deal of business, but it's not a big deal of business. It's not a big deal of business. It's a big deal of business. They're very interested in the business. Yes, they know that the business is a very important business. and the market is still selling I think this is not enough to say We also want to call Trump Trump Trump you don't want to be so angry Yes, you can buy more than that But these are no matter what we need You can say that the blackmail is in Taiwan There are many people who are in the country Long Nanhai, Singapore They are also in the country So this time I think it's just a bit of a storm If you're saying that they want to fight the people He's got a bit of a more... What do you say? It's a bit of a more... It's a bit of a more... But if you say that If we're doing this right or not We don't have any way to do it But I think it's a sort of good idea It's just a simple thought It's just a bit about the fact that the government has been doing in time Yeah But what's going on is that That could happen to you It's not a very useful thing Even though it's a very useful thing So I hope there's one day I think that if you can get a better job of the future, you can be able to get the best of the future. I think that you can be able to get the best of the future. It's not that hard to do this, but you can be able to do this. I don't know if this day will not happen Trump will be able to get the stage I don't know, but after the government will not be able to get the stage If you're in the US, or the US, it will be a part of the US This is very difficult to say So we can use AI server to do a lot of things So everyone is always trying to do it But if you have a large-scale business environment and want to take some effective process Is there a chance to hit the ground? It's not just a job, it's a disaster. It's a disaster. It's a disaster. It's a disaster. The US-CAMPT has tried to use the automated accounting system. To do a lesson. He used to use iPad to use the house for the house To be able to use the house He was able to help the staff to manage the house The house of the house It seems like it's very reasonable and it's very convenient to use a pack and then I don't need to manage I'll be able to order some of the things or use the product sales to decide whether it's the order of the order to decide it's going to be done in the system to calculate so the system is really very clear The system is very ideal But the reality is that it is very good So the system is still going to pilot It has been running to a thousand and a few different parts Yes, when it is running to pilot Then deploy, all the parts of the system Then we have to go to a thousand and a few different parts And then the last one, a little bit of a jerk and he said, I'm not going to play. This system, actually, in the past that company is very expensive. It's just a small one. Yes, and he was because he was having Starbucks cut off his list and he was to retire 30 people. This whole company is about 30 people Ok It's a company only 30 people The company is about to be done What are the problems? It's a big problem You use AI to do image recognition It will be a result of what happens In the test environment, it is very... It's a control You open the box and see the water It will be very clear But in the actual environment, it is a bit of a counter and then the camera also has the same screen. So the camera is not able to use the camera. The camera is not able to use the camera. It's a very good idea. But the order, after order, it can be repeated. And then it will be received a pair of other items. And then it will be the same as the system. It will be the same as the wrong thing. Yes. And that's the funder There are no other things that can be used to be able to get rid of the system So this is a problem There are various strange characters Edge case or if he's doing promotion then his face will change and you need to change the face you need to do a training again AI system doesn't know how new you need to spend time for him to do training So every training is needed to take a time. Or, if you just say, if you have a network network, then the network network will be gone. It will be from the beginning. So if you have a network network network network, If the situation is not stable, then you can choose wrong. Or if you choose a half, you can choose one more. And you can't edit it. Yes, the whole thing is in the crowd or the whole system. So it's not able to change the number of people So the number of people will still be able to change the number of people This is very important to the employees' not to change the number of people And we will stop them The back end system is a very old system It's still using IBM AS4200 These old systems are also known as 90 years old Maybe there are some products that have been added to the batch jobs Maybe for a long time, you can't be sure that the new system is a big issue So the new system is a big issue So it's the system is very ambitious But it's actually very much a problem And then Starbucks decided to cut the whole project The whole project is being pulled Like there are people who are in the ground The CEO of the CEO CTO will push this new system and will allow the company to get high tech Who knows high tech is high So it will be to be able to get to the job He is not sure what he has to be able to do with the information. He can't think that he can't be able to change the AI. He can't be able to change the AI. Because the AI ​​will be wrong. How much is he using AI? Like the same as the The same as the The same as the The same as the The same as the The same as the The same as the The same as the If you can get For example, if you collect These are Actually, it can improve Your AI system He will see the camera on the back of the camera He will know that is a camera He will know that is a camera I think this is AI to do is not difficult He has been in a million a few stores He has been able to use it for a long time He can have so much time to try to do it It's not parallel, but it's not parallel It's not parallel, but it's not parallel You can't even try any other problems You can try it and try it You can try it and try it Parallel means you should try one more time I'm not sure if I'm not sure I'll try four more time If I'm not sure If I'm not sure So it's a pilot It's a pilot It's a pilot You can try to see If I don't want to try one more time It's a pilot It's a pilot So I think the CEO It's a pilot Yeah These are not only It's not only It's only for people to understand AI And they have a plan And they have a plan You can't see the results You can't see the results Just in production use If you're in the business You want to see the results It's a very big threat It's not only AI problems It's like the Wi-Fi if it's not good or not It's not good to be able to do it It will be able to do it all It's not a problem It's a system of design Yes, the whole system is a problem It's so fast It's been released for a million a few people So I hope you can find your own business Yes, I hope you will be able to use the same word When you use AI, especially when production use, If you want to go to the ground, you can see it. It's okay to give you a good time. Let's go back to Elon Musk. Welcome to Elon Musk. Elon Musk, Tesla, SpaceX, and the stock market is still a big deal He even said that he has dropped not a trillionaire He even has a sign in his account The account of the display name is former trillionaires It's called Zchow It's Zchow, its income is down to about 30 billion About 300 billion港元 That's so much more than that You have no problem with the money? No, I'm not going to be away Elon Musk's stock market Yes, and since the past year, the A&R stock market is more... I don't know if people are getting back to it, or are they really worried about it? Or is there any reason? It's almost like a trend of falling down, right? Yes, it's not. Yes, in the meantime, MU's price is very low, Nvidia's price is also a bit lower That's why Apple is getting back to the top Apple is now 5 trillion dollars People say that Apple's price is not the first time and then they say that Apple AI is not in need to be able to get the media so they are not in need to be able to get the media but now it's a bit more interesting because AI's real-time so it's funny that Apple has been able to get the media because it's not a lot of AI so everyone has to have a lot of trust so it's not a lot of trust so it's not a lot of trust I don't know if AI is already a big deal It's a big deal of AI, but it's not a big deal of AI But there are no things that are always going to be AI Especially Elon Musk's baby, SpaceX SpaceX, we talked about the 13th century and the Starship was finally calling for a long time and finally the 24th of the day was finally flying and this time they were the V3 Starlink and the V3 was the second time and this time they were the 20th of V3 and then it will be able to shoot 60 This time, it will be able to recover the fire and fall into the sea But it was not just a straight line It was just a little bit of a fire And it was still a little bit of fire But at least it was a little bit of a second time And it was a pretty successful flight I see all the SpaceX and I think the system is very successful I believe they can achieve the best results and get the best results So, Max has used to use X The The X is not yet a bit of a disease It's not yet a problem The out the algorithm and you have any interest in it I quite like it There are many people who have not followed or not But the topic of the topic is that you have to talk about the information and interest It will be able to turn out the topic for you But this time the disaster of the city of Hongmun It will 令 many people in the fact that you were one of the victims. Yes, but at least I was one of the victims who was not aware of the victims. Yes, I was in a different place to see that there was an event, Then I went to see or engage It will be given to you for your information It will be able to find the information that you are interested So it will be thrown into the For You And the way you are not used to use the things that you are engaged and engage the things so in the algorithm of the system it will not be thrown out but is it a bit more than you have to do? It is not a new thing so it is a new thing so it is not a new thing if you follow the information that you follow the information and if you follow the information他們可能第一件事就會retreat 或者post相關的情況出來 或者叫大家關注Recommendation for you Algorithm Once you arrive in your hometown, you will be able to learn more about the number of students involved in the study. After the meeting, many people, one time, one time, one place, one place, one time, one place, one place, one time, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one place, one time, one time will come. One person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person, one person in a person Afterwards, there are many people in the world, people in the world, people in the world, people in the world, people in the world, people in the world, people in the world. For example, Elon Musk is in the same time as Elon Musk on Twitter. He is the main traveler. Rather than the star, algorithmic feed, close to the right time, good image, close to the right place, close to the time, close to people, close to people. 全部都是你關心的 我想你就算不特意follow人 那時候的那條feed 就是default的feed其實都應該是比較多著重 Default feed at the time of year你follow人才會有東West看是的所以當然那時候距離現在很遠很久遠了是的你說的例如上次的地震說的是洪本市的 3㸉一一地圇的候其實距離都十幾年是的那時候都沒有Twitter都是一個很基本大家看follow人的 feed去這樣做所以不會有沉底的情況你要Knowledge 今次的情況就是因為你用了agraphamagrapham是你定出來的東西其實你可以令一些打法事件For example, if you have a Japanese-related content, follow a Japanese-related story, then… The local area of Japan. It is possible to move to the East, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, Japan, etc.例如以前一直都有有的 trending trending around you這些其實一直都有的東西他就沒有將 trending around You can change your business, change your business, use it in Japan, use it in your home, etc. Yes, it is possible to move to other countries. Knowing what to expect and what to expect later It is possible to do something, to do it, to do it, to do it, to do it, to do it, to do it, to do it, to do it, to do it, to do it, to do it, to do it, to do it, to do it. It is possible to understand the situation between the East and the West and then move to the other countries. It is possible to have a large number of people in Japan. Once a grapham is released, it is possible to enter the East and West.但有一個不好處就是他不是暫時序他不是按序去顯示那些東西There is no way to know, no way, no way, no way, no way. It's not like it's happening, it's new, it's happening, it's happening, it's happening right now. You're right, it's not fit, it's real, it's new, it's happening around the world, it's happening around the world, it's random, it's random, it's in the middle of nowhere. priority for your fit and appearance Foreign clothing, high priority, East, West, etc.的東西趣的東西而不是最新的東西所以這個演算法真的要做得很極致我個人預見應該結合你說是你想看的東西和其他人想看的東West未必是一樣的It is not possible to contact people who are interested in buying and selling. Default is not recommended. Enty to the East and West, high in the future, together with the people, etc. It is possible to reach the east and west. It is not possible to predict the future.不是的話你純粹是看一些八卦的東West看其他沒有什麼時斓性的東In the West, you can customize your own personal experience, meet people in the North, meet the same people, have the same signal, share the same information, and share the same information.是其實都難tune的即是你說的你時想看這些有趣的東西你現在有需要的時候即是你現在Traveling to and from the current world for you的feet而不是你following的feet即是如果他following的feet就按時序的而for You may feel like you have reached the destination and are willing to move to the East and West. Japan's friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, etc. International business, international business, international business, international business, international business, international business, Japan, Japan, Japan, Japan, etc. Direct contact with people, many people in the U.S., people traveling around the United States, large families, friends, etc. It's possible to meet friends and meet people in different times.你為何要放一些地震的資料放在最上面或者槍擊事情你為何立刻放在上面我不關心I am not aware of my world, my heart is not in my world, I am not aware of my situation. It is possible to use the money to buy and sell it.你怎知道突發是重的我ン地震等你每個人或者地區的人你如何去重新或者有多It is important to understand the information about people living in the U.S. and the people in the U.S.但是我剛才說你放在旁邊的我不會等於你在香港It is limited to Japan. When the heart is ready, it is not possible. It is not possible. It is right and true, it is right and wrong, it is right and wrong.你會說我要怪責你你把世界使放出來你不一定有這條貨物最大的問題就It is possible to change the location, change the location, change the location, change the location, and use the real information. You may be interested in all parts of the world, the world's most important news, new news, local news, regional information, etc.其實你所有帳戶在哪個地方你凪己按一下你看到你的帳戶是在用哪個app The store is open for use and is located in the middle of the city.你設計到你有geo你便用到geolocation是那個area 放了幾多公里附近然後你又增加All major business sectors加大些然後原本的你怎樣調整可能很難令所有人滿意其實for you不是你自己選出來的我猜因為新師傅沒有用所以你不知道看for If you are close to your friends and family, you will not be able to follow them. Immigration, transportation, travel to the current area, travel to and from the East and the West, travel abroad, travel to the local area, travel abroad, travel abroad, etc.沒有人怪罪於你就算你Current place is going out 來的current在Aggrafum is going out 來Participating in the eastern and western regions of the world If you are in a relationship and want to meet someone in the area, then you will be able to hear the news. It's real, it's real, it's real, it's real, it's real, it's real, it's real, it's real, it's real Nowadays, it is recommended for Japanese people to visit large families. Before the decision was made, before the meeting, I decided to buy it again and again. ?蘇利?為什麼沒有這些新聞呢 ?可能你要走回去你follow了的人再看一看你讀幾段來看呢?它又會彈出來I am talking about the world around the world. One thing to do is to change one's mind to one's own mind. It is possible to change your mind, change your mind, change your mind, change your mind, change your mind About money SpaceX Algorithm for AI, which is currently working with AI. Moonshot AIKimi K3霸榜一出的出的候好像比美國的AI模特兒連Neclott的Fable都贏但是純粹以參數量來說它真的很多Kimi K3玩到2.8T的模特兒以這個Openweight的模特兒來說是挺厲害的但是Elon Musk說Grog 4.6也有2T也可以困一下而且便宜也快It's a good thing Kimi is a good friend, and it's a good thing. It's a good thing. It's a good thing. It's a good thing. l不過話雖如此剛才我們有說到老王老王最近在就說因為特朗普想禁止這些來凪大陸的Openweight的AI模特兒於是老王想聯署集合科技巨頭的聲音The government is open to the public, and it is open to the public.國都受惠不只是中美之的競爭而是開放模特兒比如Microsoft directly connected to the local branch office, then transferred to the local market. As soon as you open the door, you can open the door, open the door, open the door, open the door, open the door, open the door, and use Google. After meeting the same intention, Sunderbeachai, the main body of the city, then open the door, then join Elon. Musk's business is controlled by AI.不知道會不會受到這些政府政策影響但是科技業A good image, a good thing, a good thing, a good thing, a good thing, a good thing, a good thing, a good thing, a good thing, a good thing. Hands-on business, love, business, love, family, safety, complete review It's important to know what's happening and what's happening.你看到是因為這些模特兒的影響況且老實說那些大陸的模特兒不是也是蒸餾至U.S. Elon Musk剛才提到這些AI模特兒甚至這麼厲害的AI模特兒可以有更多的用When I go to my hometown, I meet my own goals, my thoughts are separated, I meet new doctors, I meet my friends, and I use Hermis. Agent 一陣子然後我想大家主持們都有見識過他都跟我們小助手AI Agents即是最New business world Newspaper Reviews People's opinions Big family idea Entering into the hands, taking advantage of the time, decision, decision, decision, etc. AI Agents are about to open a new market and have a conversation about the future. I am with you. I am with you. I am with you. I am with you. I am with you. It's true that it's my fault. It's real. It's my fault. It's real. As soon as I came back to my country, I came back to my country. It's true, I'm happy, I'm happy, I'm happy, I'm happy, I'm happy You're too late What are you talking about? I'm tired I'm tired I've been in a dream I've seen a podcast I've seen a podcast Oh my god I have a problem I'm tired I won't let you back in the morning AI agents 大家都玩过一阪 最新消息 Germany Google香港的Google 就宣布 and they also released the Germanized Spark If you remember, they have been announced in I.O. They have been announced this product and in the future, they will be able to use Germanized Spark Do you remember what it is? In general, Germanized Spark is an agent It is a Germanized Spark model to run the agent It is a Google platform to run the agent It can be able to manage many things and it will not need to have so many set-up It will be able to solve the solution It is a problem with the AI or the LAM to do this Many people will ask If you use Germanized Spark Max is like If you use Google, you can use AI mode or Gmail you can use Germanized Spark There are no difference and you can use Google It is a Google platform to run the Google is in the world of your information. Yes, so you just need to open the power of the power of Google. It can read all your Google platform. You have your Google Drive, Gmail, Gmail, Gmail attachment or you can use notes Google Keeps in the notes calendar Meet, Google記錄 Google平台 it can be free to read I have some kind of background I have a few weeks ago I used Google AI mode to search I told them I found out I remember I wanted to do some work and have a free place I can do some work I used to do some work and then see if there are no other options He would suggest to me He said, I've seen you in Gmail in many years in this place and will you change your mind? He gave such a question I don't know how to answer it He's still not yet He's still in Spark In Spark, the Gemini chatbot He's already started to use Google's information Yes, in a certain extent But Spark is more advanced He can use different app He can use different app He can use different information He can use different app He can use a specific information He can use different app Gmail or photos or whatever Then it will be done It will be done by using Gmail or Google Sheets or Google Documents It will be able to do your work It will not only read your information It will be able to do your file in your file Do your work, do your work, send email, send email To send email, send email, send email There are many use cases You may think that you will receive a lot of email Maybe you will receive a lot of email Some email is spam or a free email You can see it then But some of them are really doing it Or they are going to do it Or they may be able to receive a lot of emails Then you have a lot of emails And then you Have a couple of emails And then you have a few times Then you willl send the email If you have a lot of emails And then you will send the email You need to send the email You will send the email and how the development of the situation or what I have to do at another time, you can use the Germanized Spark to help me to Gmail and talk about what I need and give me a list of the list and put it in Google Docs or whatever or a reminder to me to tell me what I'm doing today like this like a doctor he can do 24 hours so you can call him to help me to make this stuff or to make a slide that's all you can say to the story and to the full-time if you want to make a Iclaim or a hap or a lot of information email receive you can ask if you have to you can ask to help me to go to the to the google sheet and then It's a bit more convenient to do this This kind of stuff can be done Max or Sanguine Are you interested in this? Google First of all, you want to try it It's not all the places you can use This is the first part Second, you need to pay for Google Google AI Ultra It's the first one It's the first one It will be a little bit more But you need to invest in some of the things But when you talk about the investment It's not only Google Google is based on two ways Google already has all your money Like you said in Spark You can tell you You can find this place You can find it The market is always looking at your content It's still looking at the content It's still looking at the content But if you are a different type of content If you are a different type of content The content is not a little The content is not a good thing You can use Google Gemini That's the most useful thing The most important thing is If you are a very good person using Google service Like Google Maps, Android Android, Android, iPhone, Google Maps, Note, Office It is a private conversation, it is necessary to follow the rule after the conclusion of the decision. ,Unlikely, it is possible to see a foreign country after seeing a foreign country. I am not sure if I want to change my mind, but I am not sure what to do. It is possible to enter the eastern part of the East, visit the West, visit the West, visit the East, visit the West, visit the West, visit the West, visit the West, visit the West, visit the West, and then enter the West.其實它是其實它是要你逐個倐個受權那當然了,如果你告訴我我不用的,If you want to talk about business, use it for your own information, use it for your own information, use it for business purposes, use it for business purposes, use it for business purposes, etc. It is possible to contact people, friends, friends, friends, friends, friends, friends, and Hermes. Access-specific data-specific data protection或者連接Google的全桶各服務那應該沒有什麼障礙因為它有很多服務你想想,它有Google Trip Planning你幫我建一個Spark你幫我下個Star期想去不知道去哪裡Traveling to the UK, traveling to a country, traveling to a country, traveling to a country, traveling abroad, traveling abroad, traveling abroad, traveling abroad, traveling abroad, etc. After the ritter is finished, it is possible to use it on its own. When I go to my hometown, I move to my hometown, I am in my hometown, I am in a foreign country, I am in a foreign country. If you are looking for a new star, you can use it to buy and use Google. ion不需要設定它有你的context你放權你說OK就可以了那它就可以access它就可以搞你那些東西裡面It is possible to buy and sell equipment, equipment, equipment, equipment, equipment, equipment, equipment, equipment, equipment, etc. in the West. Google-specific access, non-refundable, external redirection configuration不需要設定它有你的context只要你放權你說OK就可以了那它就可以a ccess它就可以搞你那些東West裡面就是你那個工具裡面的改資料加資料讀資料It is possible to contact the local company and visit the local market. end玩牠的貓那隻貓不知道什麼品種總之很有趣長毛的我拍了很多照你去Google Photos are available to children, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, friends, etc. Search 些領養的資訊或者去不同的平台找給你看這隻這AI Agents are available on time.你自己花能要做也要做一大堆事情那你你一些事情給他做就可以幫到手可以減It is possible to use it on your own, and it is possible to use it on your own. Google One的服務之前在香港他們也有推出過三個層的Google AI計劃最便宜的叫做AI Plus 38 yuan 1 month, 400 GB, 200 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100 GB, 100,000, Ultra最頂配就是799元港幣一個月那就是有20TB的的而且首先會用到Gemalette Spark那他們也承諾Gemalette Spark是接下來幾個月都會慢慢所以我現在用到這個層的就是158元一個月那叫做AI Pro有5T的storage那還有currently in the world, in the world, in the US, in the US, AI Pro event Ultra is a place where you can meet your friends and family in the current world. Ultra-當然什麼都用到最新而且它的用品會會放寬得比較多然後也可以生成Activities are limited to multiple business locations. 799 won per month.你外請個人即是請一個助手都不止700多元1個月類似我想他們是這樣想的How to use GOOG to compare your thoughts to the real world些月費的計劃他就包你用這些量即是你付了固定的錢你就不用擔心會不會用突了還是怎樣你會很努力幫他Token對Token你不用擔心他就會在某一刻It is not possible to contact the local government. Generous 即是說你去到到日常限time 你他就能保持你或者可能隔幾個小時你就可以用得到你即是你每小小時或怅每一天即是有一個限額在那裡他防止你真的很努力全家一起去發射一個帳號即是他防止你這樣做或者你一個戶口多人共享AI that is real-world Google One-way access, access to more than 500 people, a large number of people, a large number of people, a large group of people, a mobile phone company, and AI Pro. Google One way to the East, the West, the East, the East, the North, the East, the North, the East, the North, and the West. About Google AI PlanAI ProAI Ultra Real World Google One Real World Google One Real World YouTube Premium Mobile, Local, Family, Local, Local, Road, Road, Mobile, Google, Anti-Gravity, Mobile, Google, Google, etc. Meet, meet, travel, meet, meet, meet, meet, meet, meet, meet, meet, meet, travel, travel, benefit, travel, meet, travel, travel, travel, meet, meet, meet Google AI Backup video Google Drive all the way to the big city, go to the big city, visit the East and West, and AI Ultra-realistic information about international friends, friends, and friends Ultra speed control, self-driving money, speed control, speed control, speed control.有錢給那麼多錢有沒有便宜的option當然是有的你只要不是用Google他提供這些out of the box specific solution, self-direction, local business, real world market, real world solution, real world analysis, real world analysis當然你有多經濟實惠都是看回你選擇什麼model或者你應該說那些的你的組合你可以組一些豪華的組合又可以組一些比較商議的組合不過說真的你自己回答就有自己回答的好和不好It's better to use it later, and it's easier to talk about AI Agents. Spark Cloud Business Research Center Manufacturer's Global Market Manufacturer's first meeting with Google Agents meeting Microsoft's current business agreement with Microsoft Corporation. ft它有一個Copilot大家都會知道可以在不同的工具裡用它也開始推進一個叫Copilot Co-Work的東西就是等於Gemini Spark但是就是Microsoft系如果公司有用OutlookThemOffice365OneDriveExcelWordSharepoint這些東西其實它都可以Gemini Spark它你幫我撈不知道哪一個我想做一個Research我公司有這個Project Ideas》Initiative它就會在你的Email的HistoryThem的會議紀錄去組裝我要組裝Dec組裝PowerPoint要根據公司的StyleStyle Guide After the meeting of the East and West, it was decided to move to the West and then move to the West.然後再去組裝Dec用一個你跟它說的Style去組裝那整個過程可能你等你給一個堆子It's easy to use and it's easy to use. It is possible to use PowerPoint Dec. It is possible to access the company at any given time. It is possible to access the company. license是按照按照按照我凪己公司還沒有開放這個功能但在Cop ilot已經體驗到剛才的那些些西西如果做到那些能力越大就可以更加厲害了About the business, the whole world is in business, and the company is in charge of the business. Agent is flat on the market, commercial use, monthly payment, commercial use, contact with the same family, use it later, buy it, use it, use it, and use it. Five of my thoughts, eight doors of flowers, many clouds, AI, my thoughts, my thoughts, my thoughts, my thoughts, my thoughts, my thoughts, my knowledge, my way, my way, my way, my way, my way. AI It is possible to change the business on your own and then move to the next meeting. Own business, own business, own business, and own business. One part of the machine, one part of the world, one part of the world, one part of the machine. If you are interested in buying a car, you can buy it directly from the company. Hermes Agent is open to the public. Rather than Open Claw is open to the public and has a good view of the dragon before the sun is opened. Claw is open to the public. Claw analysis method It is possible to have multiple skills. Small and medium-sized technical equipment. It is possible to do business with people and have a business. All people have one thing, one thing, and all people have one thing.你把胡意技術放進去你的龍蝦然後它就罵了你的各個人資料或者你的帳戶或者那Peter, a person with a wide range of interests and a large number of people, has opened a new business and has developed a business. After the start of the day, you can go out on your own, go out, go out, go out, go out, go out, go out, go out, go out and go out.它不斷地update去收收補補一些洞洞越加越多All of the people in East Asia are traveling to the West. Update It is possible to visit the market once in a while. Afterwards, there are many people in Hong Kong.緣無故update之後你就發覺它越收越緊或者它越來The person who is traveling to China, Japan, China, Japan, Japan, etc. Immediately after entering the city, it is possible to use it within a short distance. It is possible to protect your business and protect your business with your friends and family. Provincial examination, first-come-first-served basis經驗經驗談是啊炒粉你裝完東West原本有效的會會會成不效然後又衍生了一些buck然後又要等它收復那些b It's a good idea, it's a good idea, it's a good idea, it's a good idea, it's a good idea.你要做的事反而沒有沒有給多了很多時間下去反而是要幫它debuck所以我覺得為什麼不推薦open The claw is one of the most popular new hands, it is possible to use Hermes Agent. Agent-specific information: It is open to the public. It is open to the public. claw那麼密而我用了這段時喓即是就算update其實那個要處理的問題相對上也都比較少的就是視乎大家用什麼方法去安裝是The city's best bet is to use the city's most popular transportation laws.其實我們Current local government review 些比較general的即是安It is possible to find a place where you can eat and drink. It is important to say that it is necessary to prepare for the first time. Automobile electric vehicle equipment. Automobile electronic equipment equipment. When you go to your home, you can see the good news, and you can set it up. Up也都比較容易但是風險又高一點也都有另外一個問題就是危險性即是它那It is easy to set up a business with all your friends and family. It is possible to have a meeting with a local meeting in the East and West. Google Gemini Hermes Agent 也有一個desktop 的app 你裝完就真的在你的機器裡亦都是指定哪些位置讓它爬是即是讓它讀到你的東West或者又不用某些東西還有例如LM Studio is a good image company, Bionic is based in the East and West. Hermes Agent 那Hermes Agent 可能都是一間有公司去支持去去去去去去去去去去去去去去去去去去去去去去去At least there is a company in the background who will do a new development That's called Lowes Research Yes, and this company is doing some kind of research or some AI model You can als o use the LLM model You can also use the MS Agent to subscribe to the service To run the model on the platform So, you can also use the device You can also use the device to install There are many ways Like we said If your device is Linux Or is there Linux or is there Linux Or is there Linux or is there Linux Or is there Linux or is there Linux You can also use the Mac Like the Mac In the sense of the Mac If not You can use Docker Docker It can easily open our environment Your container You can apply the container सbuket In the container It can be accessed and you can access your container outside of the container You can also use another way to read it like MCP Yes, you can share the folder with it In your own device to run If you use Windows, you can also use WSL Windows of system for Linux You can use Linux system and run Linux system It is a choice Hermes agent is a an assistant leader He is not a model His own counsel is a指揮 He is a leader He is the leader He is currently making request and then He is given purchase to help to control the model Yes We are talking about how to describe How to say, in the actual process of working the process before Another one is the other way to use It's your own way Yes, I'm doing that one way I'm in the outside of the other Wundund server service I'm building a device VPS Virtual Private Server It's about 5-6 USD a month It's about 4GB RAM There's 1-2 core CPU Virtual CPU It's about 20GB storage It's a very cheap device So, you can see the specs You can use a spare device to do the same thing It's okay It's a great device But, some tablet or old notebook It's okay So, there was a year of Mac Mini For the Mac Mini, for the 龍蝦 It's a little bit of a bit of a skill It's not really needed to have much resources If you want to go to local LLM model You have to go to local LLM model But Mac Mini is not enough to build Yes, local LLM At least Mac Studio Then you need a little bit of RAM It's not a little bit of a bit I t's very expensive It's a few million dollars Especially now It's not a little bit of a Mac Mini And Apple is also cutting Mac Mac Mini's RAM It's a lot of money I think if you have a spare device Or like Wilson Like NASA You can also use a stable network You can use a reliable network If you use a reliable network You use a reliable network When you call the agent You call the agent You don't need to call it Yes Why do you choose to be There are two kinds of devices One is your own device Another one is to sell your own device Yes, to sell your own device It has a good advantage Just like I said, I don't need to use a device I don't need to use a device I can use a device to spare But there is also a good advantage It can be 24-7 They can be 24-7 To deal with it You can buy back up You can sell it to the 供应商 for your own device for you to deal with the problem You can do a job and it to run You need to use a device You can use a device You can use an engine You can use a device It always runs You don't need to be able to handle the phone If you put it in your notebook Then you put it in the phone It will sleep, then you will be able to stop You can do some things to prevent it from being stopped Yes, unless you do some other hand gestures To let your device not sleep You can keep on-line, and keep on-line We mentioned the messenger bot service You can keep on-line, and keep on-line So, let's talk about the device The main thing is that you need Linux system You can use Docker, but not Docker Or you use NAS, and you can use it to be able to use it So you can use it NAS, like Docker, and the Vuexen Yes, but that NAS The environment has a little bit You can use it to find the same thing It's very simple In Google search for NAS And then you can use it to find the service agent Actually, it's not always used to use Docker to run the AI agent Docker's good Just like we mentioned It's just to use container to run it It will not affect you container outside of environment t It will also be able to use your container container inside of all the things And then you can use container inside of the container It will not affect you other things For example, I use home assistant Home assistant is a native OS And then I use the home assistant And then I use the home assistant Home assistant Linux space And then I use Docker To run it So even though I use the home assistant How to run it It will not affect my home assistant Home assistant So the main thing is that The main thing is that It should be the main thing That it will not affect my server In the domain And then I use the main thing Optional It's a hidden thing And then I use the deployment And then it will be the domain This is I and my daughter Now I use the main thing And the main thing Is it in Windows Windows Linux Or or in Macs on the bottom of the screen or in Linux Marco has told us that he is on Android phone That would be difficult Termux can go on a phone Android is Linux But his tools are not quite all He has been on the surface and is already on the surface I think the surface agent can be installed but the phone call the tools will be harder We need to look at the battery's power and the RAM It is not required to have much RAM and not required to have much storage because, as we mentioned, the project is to apply a job and the project is to call LLM model and then to the LLM model LLM model is done with the result and the device will do the next step It will be sent to the list and then the device will be sent to the LLM or local to go to program Because IOM will help you write script Python or command shell script It will go to the agent The agent will help you call these tools Yes Or it will be simple If you talk about the software Then we got the engine in the middle of the process. Then we got the engine in the middle of the process. We can explain the process of the process. The engine in the middle of the system is not a lot of RAM, not a lot of storage. Because the engine is not the engine in the engine. The engine is the LLM model. It's usually in the LLM model. Yes, usually you will use the LLM model. If you have the LLM model, you can send the LLM model to the LLM model. The LLM model is worth money. If you can find the local device, you can send the call. You can send the LLM model to the LLM model. If you have the LLM model, you can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. The LLM model is an aggregator. It is an aggregator. It is a... It is a... It is a... It is a... You can send to the LLM model to the LLM model. It is a ... It will send the LLM model. It will send the LLM model to the LLM model. There are many different companies The most expensive is GPT Or Claude, Opus, Fable Or Gemini Or China, the GOM Or Sik, Kimi They have They have They have They have They have They have They have So They use aggregator To do this It will be more It will be more It will be more It will be more You can set up A API key And save It will be more If you have a API key It will be more If you have a network If you have a network Then you have a network But the API key It will not be able to use It will be more It will be more To use third party So you don't need to use Google account And VPN To use AI studio And use key And then use key To put in the Hermes agent You have to be more You do You will be in a close Block Block You may not Block Your access Blot And even Your phone You'll be in a Google account Then you are It is The use of It's If you use Take those structures Let them It will be And you don't need to use your account to use the model So it's more safe It's not even a key It's not a key It's not a key It's a key It's a key You can put your key in the key It's a key to use the key to call It's a key It's a key It's not a key So it's a key But if you want to use the key I see the key of the key How many hundred thousand tokens is the key It's a key It's a key to use It's a key to use It's not a key It's a key It's a key to ask the question It's a key to ask the question Because the agent can do it It's a key to ask the question If you ask the question What the answer is to ask the question How many of the solution To send it to the LLM You can ask the chatbot Or ask the chatbot It's a key to ask the question It will be able to answer the question And then you can ask the question For example, what is the weather today There are only words You can say that You can say that You can say that But the answer is the answer It's a key to ask the question That's the key to ask the question That's the key to ask the question But agen t of the world But agent of the world Agent of the world Actually, there is something Number one There is a soul Maybe there is a soul Or some context Or tools Because agent It can take the concern It can take the same resources And use the tools So it will tell All these are text files It is locally stored a lot of information It is to tell the LLM the environment The environment and the environment The user will ask this question And then can do what you can do It will be able to take a whole bunch of things For example, when you set up Hermes agent You can talk with her You will tell me I am Amanda I am a person I usually ask you to answer my question You can use my word Your gender is like this Your name is Mary Like for a person You will call me I am a person You will be able to check the calendar And check the entire online The whole network Or the whole network You will pay a character What you have to do What you have to do What you have to do and then they will be able to do it. This is a problem. Yes, they will be able to put in a very large problem. They will be able to put in a very large problem. They will put in an LLM. Because LLM is like this. It is not a context. It is not a context. It is a sense that they will be able to get you back. Yes, when you use API call, it is not a case that you are going to be able to do it. If you send a request, you will be able to do all the information, and how to answer it. All the instructions are going to be able to put in a very large problem. That is a few hundred thousand text files. Yes, and then LLM is able to look at this very long, very large problem. Then you will answer your words. or give a decision to the agent to do what you are doing. Then I will answer your question. First, I will call you the next one. You will ask the heavenly energy how it is. The model is not knowing the heavenly energy is how it is. And it will ask you the tools you can find the tools you can find. The tools you can find, There is a tool that you have used to use. Then I went to weather.com and then I sent a letter to the agent And then I told the agent to weather.com and find the weather.com And then I told the agent to get the result And then I told the agent to do it. Then I went to the browser to look at the weather. Then I told the weather.com and then I told the agent to get the result. Then I told the agent to get the result. Then the agent to get the result. Then I took the weather. Then I put the results in the result. Then he said, agent, you answer it. It's just a matter of the user. Mary, you can see the weather. Now the weather is the weather. Then the words are like this, you give the user. Then the agent is going to get the information. Then he will be able to send the information to you to the telegram or whatever. WhatsApp. Yes, WhatsApp. So if you don't set up telegram, you can use the chatbot to get the information in the chat. So the cost is, it's usually like this. Input, you're talking about the amount of money and the amount of money all of you have to gain and the amount of money you can use the next question. The problem is, the user's setting, the tools, and the tools, and the tools. Build in a lot of different files, if you ask any other questions, they will put on the tools. The basic process is the most expensive. You can always have a large amount of stuff to do for the LMM. and then he will do the same thing And then he will find the results If you call him a very complicated question or powerpoint or whatever There are many tasks He will be able to fill out the results and then help you to get all the information and help you build a different subagent and then help you to do the same thing and then the results It's a code, or you can use the agent to run some code. It's been a little bit of a hundred thousand tokens. Yes, you do the things more slowly. You can return to it for a few times. Like I just asked the heavenly energy, I've been to three times back to it. That's all. If you use a very expensive model, you will quickly sell all the token The aggregator is usually using what kind of money is to save money? You can add a lot of money You can add a lot of money to 10-20 USD in the wallet Then you use it when you use it If you use all the tokens, no money, then you will be able to get error. Your agent will receive error messages, and you will not process your request. So the art of art is what is the art of art? Of course, everyone is very interested in using the most powerful guy. But the most powerful guy is the most expensive guy. You always use the art of art, or the art of art. That is the idea of ​​the human beings' origin of the world. Like the level of the world. Like the level of the world. Like the level of the world. Like the level of the world. Like the level of the world. So you don't have to worry about the money. So you should look at the most expensive models. The most expensive models are not bad. But the most expensive models are not bad. It's enough to use the money. It's enough to use the money. It's enough to use the money to pay for the money. Or use the tools to use the tools. So, what do you think? Is there a lot of money? I don't want to pay for money. Is there a lot of money? Is there a lot of money? Is there a lot of money. So can you use the deep-seek model? Like there is open noses. Yes. It's a bit hard.いる tiny ones on the board. So if you look at the model list. There are some options. It usually has to be free. For example, Deep Seed V4 Flash It has a free version of the free version You can use the free version of the free version Some other model are free For example, I use Open Code Open Router I also use I have a free account Hermes Agent has a good advantage If you are in the same time For each of these providers Like these companies You can use the free version of the free version You can use the free version And then you can use the free version But also if you can add something Some of these jobs For example, I put a fee A fee If you are in common Even if you use so And you can be Totalvernight a model You have If you really need to use some complicated problems and to solve the problems, then you can use the provider to use the model Hermes Agent in the set There are some defaults to use this model And then other features of the other features What is it? For example, if you want to use a picture If you want to upload a picture or a video to do some research If you want to upload a picture It's not all the model It's not all the model For example, Deep Seek is not available You can use another model Like the one, like the one It's called Mimo Or like the one, like the one Like the one, like the one You can set the picture Like the one, like the one You can use this model It can be able to use different models It can be able to use different models Like the one Like the one Like the one So, you have to use You will not use the same model Like the one Like the one Like the one Like the one Like the one Like the one I haven't done it. I usually use the method to do it. I have to do a new session. I have to do a new session. It's a method. It's just a single session. It's just a single session. It's a long history. It's a long history. We didn't say that it was a messenger. It's a message. It's a message. It's a connection to the network. We use telegram. We use the word father. It's a network. It's a network. To create a network. Then you can add the network. It's a network. That's a network. It's a network. Then you can use that network. It is a bot to communicate with you You can send a message to the bot The bot will be sent to the message Then it will be sent to the Hermes agent You also need to do this And not everyone, or a cat or a cat They can use your bot to do this You also need to do some of the tools Do you need to do this? It will only be able to communicate with you If you want to connect with the bot Then you have to allow list And you can add to the other information To add to the bot Then even though I also tried to put a subagent to the group chat and then allow our group chat to communicate with the group chat and how to do their work because I have to do the same thing Hermes agent can communicate with each other and you just need to communicate with each other and then you'll need to communicate with each other but in this conversation, you can also ask them to communicate with each other Why is there any other things? If all of you have any questions, whether you have any questions I'm asking a company or a company I'm asking a lot of questions I'm asking a lot of questions But if you have any questions If you have any questions in the same session It will be done in a lot of questions He will say, you know, if he asked him if he had a Japanese food, he will ask him if he had a Japanese food. But he will remember that the person is a very good at the 銅鑼灣, and then he will say that he had a Japanese food. It's like you told him that he was saying It's a thing Yes, because he remembered his memory He will be very stubborn There are times you need to go into his memory file Maybe he will not be stubborn Because he has to be a few different ways短期記憶 ,長期記憶 And then he will be able to fix his memory These are the text files He will be able to fix it So you can go into Hermes console.com and edit the file Yes, but usually people don't do that So you can't combine these kinds of common context So you can open up different profiles It will be more useful Yes, but you can open up different profiles What's the most useful thing? You can have different sessions You can also have different sessions You can also have different sessions You can also call the board father If you have a few telegram accounts You can also have different people You can call them Mary This is Queenie This is different identity Different identity But you have different people But you have different people Yes, but you have different people Yes, they have different people You can also have different models You can say Mary is the most expensive ones Queenie is a coach I am a coach I am a coach I am a coach So you can use her coach He is a coach And some are a coach Some are on the internet You can also have different profiles Then you can find different people And you can find different people And you can find different agents And then you can find different people And these different agents They can also have different tools And skills There is a agent Who is a coach Who is a coach Who is a coach Who is a coach He has developed a lot Or he has downloaded Some of the tools To build a lot And powerpoint Some of them Who is a coach And use YouTube труids He has movies Do You have other tips Of interesting So that you can find different profiles And use different models And tools Then the system You can try to optimize Not critically but the results It is very valuable Be Facebook It is very expensive The rate and the quality of the person will be better and the quality of the person will be better and you can find the most commonplace of the mother's agent and you can see the other team members and see the other team members so you can create a hierarchy You can make a whole company in a computer. It's possible, there are people who are doing this. There are different agents who are responsible for the work. You can imagine, there is an agent who is writing a script, front-end code, there are agents who are doing middleware code, there are agents who are doing back-end code, there are agents who are doing QA, and then all of these agents are doing different model. You can also use OpenAI model to write code, and then use clock to test their results. You can also use the risk and increase quality. That's right. If you are a mature company, you can use AI agents. You can also use AI agents who are working with them. and then to be able to do it But to say about the research we have used AI agents to do some of the things This is one of the agents to do the best You can use a certain time to do some things In Linux world, it's called Cron Job It's scheduled job It's scheduled a time to run some things You run some things You just said you're going to call it schedule You usually call someone to check on the time What's going to do? What's going to do? The agent will receive the instructions He will send it to the LIM To help you to... To understand this task To understand this task Like, he said that is a certain task He will set a Cron Job Then he said, what's going to do? He will send the task to the task To get the task And then he will send it to the agent He will send it to the task And then he will send it to the task He will send it to the task He will send it to the task So, if you run the task If you access the task For example, he will send it to the task He will send it to the task He will send it to the task He will send it to the task If you don't know how to code He will send it to the task He will send it to the task But there is a lot of pressure He will send it to the task So, this is for everyone to use If you use the task If you don't know If you don't know You can ask the AI What is the task In case you can ask the task You can even ask the task You can ask the task For you to explain And then you do it If you have no problem Then you can ask the task You can ask the task That's a good task Then you can ask the task So, the problem is that you should tell you what you need to do and what kind of process you can do You also need to be able to determine the source of the format and what kind of features you need You can just send a message to you and just send a message to you You can call it a web page You can call it a powerpoint You can say it to you You can say it's easier to do, it's easier to do. If you don't have an idea of ​​the design of the product, you give a very strange example of a design, it's easier to do. It's not bad, but it's not the idea of ​​you. Hermes Agent's biggest advantage is to use agent to do things It is that he will be able to change his own He can change his own things and you don't have a sense of his own need to remember Then you will keep it in the same way Self-improvement Self-improvement, or it will be a skill, a reusable skill, and you will call it the same thing. It will be a skill, and you will not be able to do that. You will not be able to change the format. We have a job, every week, at the end of the week, at the end of the week, and we will find out what Elon Musk's news. He will create a HTML, and we will call it the most juicy topic, and tell us what juicy topic. He will also have source reference link, and he will check the source link to the work. If you call it the source link to the reference link, he will write the URL and it will not work. Then he will tell us what he said, and we will learn from the last week. Then he will try to draw the information for the next week. Then he will try to draw the results, and sometimes he will try to draw the book. Then he will try to draw the text. This is the same for the next week. He will try to draw the information. it's a good idea. It's pretty good. So this will help you with some of the things that you can spend time Yes, you need to be able to use your hard work You need to spend time with your hard work But it's not really important How do you say? It's very simple and tedious It's very curious, very curious. You don't want to spend your precious time doing it. You want to find a good AI model without you so well. You can just call a lawyer or a lawyer who will be a lawyer. Yes. You can do it. But, as I mentioned, the money is free. It's free to pay for the money. It's not for you to use it. You use it too, it will be a rate limit. A rate limit is what's going on? It's a time or a day or an hour. You can use it for a few hours. It will be stopped. It's not easy to use, you can stop your time. That's right, you can stop your time. You should turn to the model, or not it will not be able to accept your time. It's not easy to accept your time. The rate limit is not a model level, but it's provider level. It's an open router, so the open router of all the model, all the money, it's not allowed to use. Even if you stop. That's right, you can change your time to pay. Maybe you can change your time to pay the price. Or you can change your time to the line, then you could change another OpenCode account, and go lavish the model. You go to the menu offer, and you select OpenCode account, and use them to change the fee. You can use the time to add that call, but you know, the quality of if it's consistent. If you choose the same model, you can choose the same model It will be better for you But if you change the model, it will be better It won't be better, but it will be better for you It will be better for the same model Deep Seed is good for the same language It will be better for you But if you use Nvidia Lamotron, it's not so much It's not so much fun, but it's not deep-set From the output you can feel that it's a little bit different You can explore the different model's effect You can also use the free model for the free model If you have free model for free, you should be sure the parameters are higher and the rate limit will be faster than the free model So you can also sign up for a few other providers you can sign up you can sign up you can sign up Nvidia has a similar provider you can sign up I have 4 providers you can sign up open router open code is used I have 20-$ Nvidia has a account Lowe's has a account you can sign up you can sign up you can sign up you can sign up that's the case it's a payment for the cost even if you have a mobile phone you can sign up you can sign up local model you can sign up you can sign up local model you can sign up but you can sign up you can sign up the case you can sign up local model the case it's very useful yes especially you only use display card display card on the screen is how many gig I have 16 gig so I can use 10gb so you have 10gb model but you are saying now the world's is over 100gb or over 100gb or over 100gb parameter so it's two worlds yes not can be but there are some things that you really have you don't want to send out of the house you can call hermes agent on local you can set up you can set up you can set up from the LMCTO and then you can set up you trust local model and then you can just in some scenario you can call local model to do but you can expect it to be very slow and very dumb depends on local that's how strong it's the what you do the the is you can if you local have a very strong power an d you can apply to your own mac studio and then there are 500GB RAM or 512GB RAM That's all right There are no different ways There are 50-70,000 of Mac devices that can be used But not everyone has Yes So I think it's a cheap game Let's see how you can find the most So, you can also look at aggregator's price list. You can also look at the price list. Maybe DeepSeek, V4, Flash is a free version. It's a good result. It's not easy to do a job. It's easy to do, or low cost. You can't use the amount of money. It's not expensive to pay for it. So you can see that I'm free to pay for money I have paid money I've tried to pay for money So I think if you really don't really have to be able to do it If I'm talking about server, I'm talking about a month It's talking about 6 USD below, If you're talking about VPS You can use Open Router to test models You can also try to test models Then you can use CloudFable It's a million tokens If you have token, you can sell your token to a few dollars Then you can sell your token to a few dollars That's all you have to sell Yes, so you can see the price list If you choose a pretty expensive model If you choose a pretty expensive model The quality is not bad And this is very interesting, these providers have some free model for you to use But sometimes they have some time-to-date or they have some time-to-date They have some time-to-date for you to use They have some time-to-date for you to use They can use that time-to-date for you to feel the best And then you can get a free model for you to use You can use a free model for you to use And then you can use it for you to use But then you can use it for you to use It will be a free model for another few years ago or old models in these aggregators, they may not find out or they may not provide any more If they are too old, they may not use it So they are just cheap and expensive and they will fail If you want to use it, they will not use it If you ask the time for the time The old model is not updated And then on the website is a problem But the new model is how many new features are outdated users It's better for agent users So they've optimized agent users So they've been able to use agent users They're more than suitable agent users They've already already written It's also known that he's optimized for agent It's suitable for agent That's the result of the result of the result You can try to have budget and try to try it It's all over So, we've spent a few months in this experience If you have to play this part, or have already started playing, but you have to have some problems Then you can welcome our Telegram AI topic to talk about the topic So you can learn how to learn and learn more about the events There is a lot of people in the world So, if you have to learn more about the world You can also learn more about the hard work You can also learn more about your life You can also learn more about your life This is important for your life We've talked a long time ago Today is the 1064 episode of HKPUG Podcast We'll talk a bit more Next week, we'll talk about other technology topics We'll talk about the Same thing Bye bye

歡迎大家收聽第 1064 集的 HKPUG Podcast 我們今晚是齊人的,首先再點名,首先有William,然後剛剛有出聲音的Max我出了嗚一聲是的 ,聽到很睏 你明白嗎?沒錯就快恰著的Maxy因為我現在走回香港時區 ,這時間開始是睏著 ,大家錄音的時間又開始地獄OK ,剛剛之前又出了聲音的阿達姐是的,我也很睏著,今早6點多起床好 ,應該最精神裡面,我們幾個最精神應該是三哥哥 是的,未出聲的,三哥哥好 ,我們點完名之後,我們開始講會務會務 ,沒錯下星期五就是我們的茶序 這個是八月份茶序地點依舊不變不過八月份茶序就好像阿達姐有些活動我們用後才講你的活動但是阿新師傅好像沒有了活動 所以他又可以走來主持大局所以我們八月份茶序都會照舊在八月的第一個星期五就舉行那天好像是幾號 ?四號還是五號?七號 我打算數一數四號五號原來已經是七號八月七號 ,我們HKPUG的茶序在旺角金雞廣場25樓的Stations Free Cafe裡 在旺角色上舉行到時大家都應該可以拿到新玩具我看到阿達姐 ,新師傅最近都玩得很開心這些鍵盤 ,那些東西阿新師傅帶給大家玩是的,阿新師傅可以帶給大家玩或者阿新師傅可以給大家玩大家有興趣可以玩一下 新師傅,我看到你的連結很早就貼出來了對 ,上星期節目時間告訴大家有連結可以登記對 ,我看到有朋友已經登記了 不過,好像有些阿山哥哥我這些原本是英國的朋友或者外地的朋友你就可以參加我們的網上茶序我們都歡迎你進來聊聊天 ,聊聊天甚至乎你不喜歡跟你們聊天我只是想聽聽都沒問題的 上次我最記得上個月的茶序我們很開心如何設定一個人員去做到一個最後一項目的如果大家有興趣玩一下這些人員工 會很有心的幫助大家而且阿田姐雖然是你參加不到我們的實體茶序但你網上茶序的時間你應該都可能可以參與一下我想可以參與一會兒我也不能太晚睡 因為之後的日後也有活動第二天你會有活動第二天你會有什麼活動第二天我會有開圓人年會Cost Club在台北的開圓人年會就是開圓人年會就是Open Source屆的城市 在台北市大安區基隆路四段43號的國立台灣科技大學免費參加無需登記就這樣進入就可以了他們最近都公佈了議程真是密碼的議程我也不知道說到多少條條條路我已經數不到 為期兩天8月8日和8月9日就舉行大家有興趣走過路過台北市都可以來參加學習一下近來很多人本來計劃去日本好像有些人都打打地退堂股可以考慮一下台灣 對,快閃一個weekend就完成了對 ,一小時而已對 ,大家有興趣可以參加我們未來的聚會 和阿打姐將會出席的台灣活動有興趣可以參與 對,我們說完我們的會務和活動就到我們的TikTok環節對 ,第一宗一集想說什麼呢? 不過有些不開心的消息昨天也很震驚的新聞對 ,因為其實日本這些這麼大的地震 其實都不是很罕見其實都不算是很罕見其實都不算是很罕見即是近中都有幾年有一次是否要很衰的學我們秘方的朋友說 多難輕幫當然不是說行災樂禍而是他們都很準備好以這個規模地震 而是在很多不同國家發生就肯定更加嚴重不過這次他們的大災難不只是因為地震是因為地震剛好引發了一個購物中心有大爆炸所以體力相當之嚴重是啊 ,很慘我看到人們突然去購物 然後又要走爛走爛之後就爆炸炸到爛了是啊也有些人可能未必及時可以逃生有不到的暈倒了也已經聽到有些傷亡的數字也是挺遠識的其實Eon Moore經歷過這麼多次地震 但這次對上一次洪本城也倒了一段時間他也沒事不過這次避免不出在一些氣體爆炸的情況炸了所以挺可惜而且洪本城也是一樣的原本想著好像2050年才建好 所以才重建完成現在重建完成現在又有頭來過又有頭來過真的慘不過在這個災難的時候 然後三哥哥是不是也有科技上的幫助可以幫助一下柔軟民特別剛好如果你是身在日本的香港人現時有都不止一個的電訊網絡供應商都提供了有幾天的 還有一種的慢遊豁免服務除了以我所知Smarttone和AirSim都在他們自己的官方Facebook公佈了Smarttone有三天7月29至28至30天在這三天就有完全免費數據和話音通話的服務 另外AirSim公佈了這幾天都是免費的所以如果你在這些地方方便報告平安不過就算你不是香港人或者你不是用這些台那是不是當地也有免費的Wi -Fi其實這件事現在說的Wi -Fi都不是新鮮事物 因為據我所知本身日本有幾大的電訊箱都一起去做了一個SSID即是Wi -Fi叫做00000 Japan是一個免費的Wi -Fi通常這個Wi-Fi就在紅春這些有事的事情就會開放出來不用任何登入驗證無論你是本地的SIM卡 或者是無眼油或是二線直接就能連結到好像是2011年日本地震之後就開始有的一件事如果你是現在日本的 所以你會去平安也試試用這些大家也可以記一下當大家去日本旅遊的時候萬一真的不幸運碰到這些類型的天災你都知道其實我可以聯繫它那隻Wi -Fi 其實我們很久之前也有分享過一些關於災難的可能自救的程式有一集我們是說過的可以當作那集的補充 還有我們其實早幾集都說過其實日本的電信商也有跟這個STARLINK合作其實是那個叫做消防指示的牌好像是嗎對就放一些Wi -Fi當緊急的時候他們就可以收STARLINK的訊號 然後就射下來那次就只是一個叫做試驗品對還沒開始但很相信現在日本的情況都會很快去推出這些防災所以我們如果有這些新的資料我們都會更新給大家但如果又不是用Smarttone又不是用AirSIM 我接駁了Wi-Fi難得這樣上網但無緣無故又收到一個訊息叫我續約發生什麼事呢這些都是可能一些小小的誤會或者意外就是作為一個co -call他要追訴去叫人續約其實他未必會想到那個user其實是不是生在一個什麼處境有危險的地方或者他只顧著在那裡打電話 叫人續約他都沒有留意新聞那那我當年1010這件事是一個很醜的對就是一個就是一個就是一個就是一個就是一個就是一個就是希望就是市主就盡快可以回香港又平安 對還有還有1010最好都跟回其他台的部分做回多些事就是你一個售貨員可能沒有那麼敏感對客說的對答當然如果客人都告訴你他遇到地震在日本 你純粹只顧著去追求他那張單還說有資料可以找到我們這些就比較要加強 那內地呢公關上面他們其實首先是沒有做任何一些危機處理或者是一個就是在那個就是那個公關上究竟有些什麼機會就是可以去提升他公司的形象就是他他其實沒有做過這個步驟那就是如果他有做過這個步驟可能他第一件事就是 就是不同的部門有些什麼應對的方法就是可能有些什麼情況想了然後然後可能你至少豁免了他的就是他的data用量就是看到smart home其實他見到就是有地震然後就是日本知道有很多香港人會去的 其實他第一件事就可能已經議定了究竟怎樣去就是support在日本的客是的還有我記得1010這麼premium的service我不知道現在還是不是因為有一段時間沒有看就是我記得他和CSL最大的分別就是他有一堆更加上等人的服務就是他其實都是under CSL的只不過是 就是一個高檔的brand是的再高檔一點他有些什麼如果去旅行又說不知道可以有什麼管家服務管家服務也有一些還有接送有些什麼那些東西即是suppose是給一個高貴的是的或者是一個高級的服務 應該真的想定如果在這些多了多了的地區在旅行的時候他可以怎樣better support他們的客人是的都是一個我覺得是一個教訓來的就是希望他有 就是亡人保留或者這樣就是那間公司的公關部門其實是不會遇到這些重大事件的時候其實就要立刻開會去立刻去去議定有什麼事情可以去應對是的 或者有什麼機會會會炒的就是好像這次如果是有就是那個客戶是在內區是的在外地而又剛好或者可能有這些scenario就是說他在外地的時候有需要的時候應該怎樣做是的有一個manual 去去去令到前線的員工知道在這些情況例如公司有什麼support或者公司有什麼policy這樣去就就 rather than好過給一個就是員工他自己發揮是啊那要要多些support就是有一個operation menuSOPSOP有一個標準程序是的遇到這樣的情況應該怎樣處理即他應該都有些partner 或者是一些保險公司或者其他相關的服務可以支援到即是手到拿來又有張貓子就說如果客人遇到什麼問題和你反應你就立刻可以跟進和可以教他們怎樣去找當地的支援這樣我想已經是最可以做到的事情了 結果整件事究竟公關能不能夠令到公司加分是的即是沒有做這些準備就糟糕了不過呢剛才 我聽說山哥哥說到這個00000 Japan是一個免費Wi -Fi免費Wi -Fi也會怕會不會有人隨便開個Hotspot然後用SSID接著接駁一些人連接完之後就遷了你偷你的東西最後都用這些免費Wi -Fi可以使用VPN更加好 但是如果難不妨被人偷了你的Google帳Max可以怎樣做呢嗯沒有什麼怎樣做偷了你就算了不要開個個身不是啊Google帳很多東西搞不定看看你對那個帳覺得挺重要的如果很重要的話Google最近新出了一個自拍去認證的一個方案 就讓大家可以用Google App或者是在Chrome裡面進入它的security設定那裡就可以記錄下你的樣貌用你的樣貌錄了之後萬一真的某一天你忘記了Password又沒有了電話號碼又做不到其他認證的時候 你也可以用你的樣貌這個最後手段我不知道是不是最後手段只要你中間沒有去過韓國改變那個樣貌就可以用它來解決你的帳戶可以取回你的身份它做法很簡單其實用Google的apps 或者用Chrome進去裡面設定就可以了這樣不過呢它好像提供一些很方便的東西但我經常說Google這件事真是大鼓劃如果你這些因為其實近年其實Google也改了它的terms 它也用了很多其他的資料去訓練他們的AI其實它已經說了有些免費的模特兒服務是的現在它已經跟你說明你掃描你的樣貌它不是只要拍一張照片 它比照片更加仔細就是要你一邊掃描你的前面整個容貌其實是一個3D的掃描掃描你的樣貌然後給它以往它在Google的照片裡都約了找到你的照片 但是這次的做法其實你即是把自己的容貌所有特徵所有的東西給它所以這個我不是叫大家不要做如果你覺得Google你可以順來也不介意將你的樣貌就是貢獻出來讓它做一些比對甚至乎將來的一些 容貌變色的一些新的元素可以貢獻出你的臉那沒有問題的你可以參加但是如果大家考慮了一來我就不是很想第一我不會整容的你說其實不是我下個月整容我給了你樣貌你沒所謂下個月我就已經變了良朝偉樣不用怕那當然沒有問題但是如果不是的話 大家可能需要行這個動作就暫時試一下因為你一次給了你的樣貌之後你的帳戶就會記得這個人有這個樣貌實養制是生物特徵對對就是跟你給了一個子母沒有分別 對因為這個簡直可以模擬到整個樣貌如果Google裡面有些人一一拿了這些資料去做一些不法用途都可以他可以拿去申請護照假護照開銀行戶口很多APP都可以用這些影片 對甚至有機會可以3D打印出你的樣貌也可以用來做什麼不知道但是可以還有你給他一個樣貌之後其實你不能收回你的特徵你的樣貌所有東西跟你的指紋一樣 是一樣的但是他跟我們現在的指紋認證的地方不同就是因為你的指紋其實你是在地上的不是他大多這個我一看他應該有能力做地上的當然未必可以但我都說他是大鼓他做這個動作他當然不是為了跟你做認證因為跟你做認證用指紋也好用其他東西我都可以做到認證其實為什麼你特意做他樣貌 對還要存在他身上對讓你自動交出你的容貌給他做日後的一些AI的開發可以做很多事情所以這個我不是阻止大家去做這件事就是做這些登記一個容貌登記之前你要三思想想 我是不是需要為了我某一天真的忘記了一個密碼的時候我可以開發他就為了這件事然後我貢獻我的樣貌又或者是 對所以大家可以想清楚不要太心急說有這個功能我正好我先做個樣貌大家就因為你做了就不能回頭所以大家要留意 或者像Sam Edwin的紅膜辯證變色又拿了你的紅膜資料然後就給你那些蠻蠻蠻那些蠻蠻蠻 對方 Chem voi辨蠻蠻蠻蠻蠻蠻蠻蠻叢并拍了你的紅膜百貨又被你買了在這樣然後就寄 divor局 Saint Zain然後給你的�itas匹信可帳那些蠻蠻蠻 Oxfordemi차로切手就是一步這原因要有這個必要效所以有這個必要大家先了解一下ائ QUEOS記得三思不要打算有新科技有新 upcoming and then they'll be stuck Yes, this is a big company or a lot of people who believe it but the kind of thing is to be and to protect yourself I just mentioned AI and training AI and need a lot of data and of course, we need a lot of hardware There are some countries who can't get these very advanced AI hardware So they use a lot of different ways And there are many different ways of the name and the name of the name of the company So why not let them buy hardware They have a lot of them to the place Nvidia, I remember in the past few months we also had a series of Jesus'記錄 GamersLessix has been sent to a lot of different cities like in深圳 and more local cities There are many NVIDIA for the US to get to the US They can also buy from the US to the US They can also get to the US to get to the US to the US In the country's perspective, he is not going to ban him He is just saying he is not going to ban him I'm not saying he is going to be a good use So he also has a lot of questions about Envidia Is not sure he is a blind eye Is not a blind eye to make a blind eye To make this problem And then, everyone has to ask The people who say that they are not a big fan of the world They say that they are not a big fan of the world They are not a big fan of the world But they don't know what happened And they were trying to find out the way from Taiwan's Geyron Decian署 When they were in the Supermicro AI server They found out that Nvidia has a lot of time to do this and then the chief of the project manager of the D.C. John D.Long, he was arrested for his work and said he helped the Supermicro project manager of the O.S. and sent out a real real information and sent to the B300 The server has been through different channels from Taiwan, from Japan, from Japan, from China and then turned to China So now they are now in the告 Do you think the Lord is not a peter? If we say that the Lord is a peter We can't say that we can't say anything We can't say anything But we know that the Chinese government is not a very important market It's not a big deal of business, but it's not a big deal of business. It's not a big deal of business. It's a big deal of business. They're very interested in the business. Yes, they know that the business is a very important business. and the market is still selling I think this is not enough to say We also want to call Trump Trump Trump you don't want to be so angry Yes, you can buy more than that But these are no matter what we need You can say that the blackmail is in Taiwan There are many people who are in the country Long南海, Singapore They are also in the country So this time I think it's just a bit of a bit of a storm If you're saying that they want to fight the people He's got a bit of a more... What do you say? It's a bit of a more... It's a bit of a more... But if you say that If we're doing this right or not We don't have any way to do it But I think it's a sort of good idea It's just a simple thought It's just a bit about the fact that the government has been doing in time Yeah But what's going on is that That could happen to you It's not a very useful thing Even though it's a very useful thing So I hope there's one day I think that if you can get a better job of the future, you can be able to get the best of the future. I think that you can be able to get the best of the future. It's not that hard to do this, but you can be able to do this. I don't know if this day will not happen Trump will be able to get the stage I don't know, but after the government will not be able to get the stage If you're in the US, or the US, it will be a part of the US This is very difficult to say So we can use AI server to do a lot of things So everyone is always trying to do it But if you have a large-scale business environment and large-scale business environment and want to take some effective process Is there a chance to hit the ground? It's not just a job, it's a disaster. It's a disaster. It's a disaster. It's a disaster. The US-CAMPT has tried to use the automated accounting system. To do a保存管理. He used to use iPad to use the house for the house To be able to use the house He was able to help the staff to manage the house The house of the house It seems like it's very reasonable and it's very convenient to use a pack and then I don't need to manage I'll be able to order some of the things or use the product sales to decide whether it's the order of the order to decide it's going to be done in the system to calculate so the system is really very clear The system is very ideal But the reality is that it is very good So the system is still going to pilot It has been running to a thousand and a few different parts Yes, when it is running to pilot Then deploy, all the parts of the system Then we have to go to a thousand and a few different parts And then the last one, a a little bit of a jerk and he said, I'm not going to play. This system, actually, in the past that company is very expensive. It's just a small one. Yes, and he was because he was having Starbucks cut off his list and he was to retire 30 people. This whole company is about 30 people Ok It's a company only 30 people The company is about to be done What are the problems? It's a big problem You use AI to do image recognition It will be a result of what happens In the test environment, it is very... It's a control You open the box and see the water It will be very clear But in the actual environment, it is a bit of a反射 and then the camera also has the same screen. So the camera is not able to use the camera. The camera is not able to use the camera. It's a very good idea. But the order, after order, it can be repeated. And then it will be received a pair of other items. And then it will be the same as the system. It will be the same as the wrong thing. Yes. And that's the funder There are no other things that can be used to be able to get rid of the system So this is a problem There are various奇形怪状 Edge case or if he's doing promotion then his face will change and you need to change the face you need to do a training again AI system doesn't know how new you need to spend time for him to do training So every training is needed to take a time. Or, if you just say, if you have a network network, then the network network will be gone. It will be from the beginning. So if you have a network network network network, If the situation is not stable, then you can choose wrong. Or if you choose a half, you can choose one more. And you can't edit it. Yes, the whole thing is in the crowd or the whole system. So it's not able to change the number of people So the number of people will still be able to change the number of people This is very important to the employees' not to change the number of people And we will stop them The back end system is a very古 old system It's still using IBM AS4200 These old systems are also known as 90 years old Maybe there are some products that have been added to the batch jobs Maybe for a long time, you can't be sure that the new system is a big issue So the new system is a big issue So it's the system is very ambitious But it's actually very much a problem And then Starbucks decided to cut the whole project The whole project is being pulled Like there are people who are in the ground The CEO of the CEO CTO will push this new system and will allow the company to get high tech Who knows high tech is high So it will be to be able to get to the job He is not sure what he has to be able to do with the information. He can't think that he can't be able to change the AI. He can't be able to change the AI. Because the AI will be wrong. How much is he using AI? Like the same as the The same as the The same as the The same as the The same as the The same as the The same as the The same as the If you can get For example, if you collect These are Actually, it can improve Your AI system He will see the camera on the back of the camera He will know that is a camera He will know that is a camera I think this is AI to do is not difficult He has been in a million a few stores He has been able to use it for a long time He can have so much time to try to do it It's not parallel, but it's not parallel It's not parallel, but it's not parallel You can't even try any other problems You can try it and try it You can try it and try it Parallel means you should try one more time You should try it once Maybe Parallel is not parallel Because your work is a lot of work But if you don't want to try one more time I'll try one more time It's a pilot It's a pilot Then I'll try two more time If I'm not sure if I'm not sure I'll try four more time If I'm not sure if I'm not sure So it's a pilot It's a pilot It's a pilot You can try to see If I don't want to try one more time It's a pilot It's a pilot So I think the CEO It's a pilot Yeah These are not only It's not only It's only for people to understand AI And they have a plan And they have a plan You can't see the results You can't see the results Just in production use If you're in the business You want to see the results It's a very big threat It's not only AI problems It's like the Wi-Fi if it's not good or not It's not good to be able to do it It will be able to do it all It's not a problem It's a system of design Yes, the whole system is a problem It's so fast It's been released for a million a few people So I hope you can find your own business Yes, I hope you will be able to use the same word When you use AI, especially when production use, If you want to go to the ground, you can see it. It's okay to give you a good time. Let's go back to Elon Musk. Welcome to Elon Musk. Elon Musk, Tesla, SpaceX, and the stock market is still a big deal He even said that he has dropped not a trillionaire He even has a sign in his account The account of the display name is former trillionaires It's called Zchow It's Zchow, its income is down to about 30 billion About 300 billion港元 That's so much more than that You have no problem with the money? No, I'm not going to be away Elon Musk's stock market Yes, and since the past year, the A&R stock market is more... I don't know if people are getting back to it, or are they really worried about it? Or is there any reason? It's almost like a trend of falling down, right? Yes, it's not. Yes, in the meantime, MU's price is very low, Nvidia's price is also a bit lower That's why Apple is getting back to the top Apple is now 5 trillion dollars People say that Apple's price is not the first time and then they say that Apple AI is not in need to be able to get the media so they are not in need to be able to get the media but now it's a bit more interesting because AI's real-time so it's funny that Apple has been able to get the media because it's not a lot of AI so everyone has to have a lot of trust so it's not a lot of trust so it's not a lot of trust I don't know if AI is already a big deal It's a big deal of AI, but it's not a big deal of AI But there are no things that are always going to be AI Especially Elon Musk's baby, SpaceX SpaceX, we talked about the 13th century and the Starship was finally calling for a long time and finally the 24th of the day was finally flying and this time they were the V3 Starlink and the V3 was the second time and this time they were the 20th of V3 and then it will be able to shoot 60 This time, it will be able to recover the fire and fall into the sea But it was not just a straight line It was just a little bit of a fire And it was still a little bit of fire But at least it was a little bit of a回收 And it was a pretty successful flight I see all the SpaceX and I think the system is very successful I believe they can achieve the best results and get the best results So, Max has used to use X The X is not yet a new development in Japan or in the situation in the地震? The X is not yet a bit of a disease It's not yet a problem The X is not a low cost in Japan It's not a lot of people I've seen a lot of information about the Japan information I will also be able to follow X And in many other people, or many other television shows, or many other or many other people, all of them have X account Yes, they will have X account So you can follow X account to follow these information or these information is the most convenient But there is a for you tag It can be used to figure out the algorithm and you have any interest in it I quite like it There are many people who have not followed or not But the topic of the topic is that you have to talk about the information and interest It will be able to turn out the topic for you But this time the disaster of the city of洪門 It will令 many people in the X They will realize that the topic for you is not expected Yes, why did he say that I was not aware of the fact that I was a one who was in X. I was not aware of the fact that you were one of the victims. Yes, but at least I was one of the victims who was not aware of the victims. Yes, I was in a different place to see that there was a event, Then I went to X and saw it for a long time Or saw some follow-up tag Oh, yes, so big thing The other thing is that the airmores are also going to be a little bit This one actually didn't see When you press the X for you, the X for you will be coming out It will be a lot of different things Yes, it will be coming out For you and the algorithm It is not a matter of any social network It is based on what you see or engage It will be given to you for your information It will be able to find the information that you are interested So it will be thrown into the For You And the way you are not used to use the things that you are engaged and engage the things so in the algorithm of the system it will not be thrown out but is it a bit more than you have to do? It is not a new thing so it is a new thing so it is not a new thing if you follow the information that you follow the information and if you follow the information 日本人或者他們本身身處受影響的地方的時候 他們可能第一件事就會retreat 或者post相關的情況出來 或者叫大家關注 反而是看你follow的人那時候我想不是單一 我相信出現機會比較大這些recommendation for you 這些algorithm 背後都一定是很多數學權重的事情去計算 譬如你側重顯示什麼資訊給客人 譬如你側重出很多人同一時間都會下一個hashtag 又或者是同一堆keyword 或者trending的hashtag 這樣出現 那些其實都是一些即時性很高的事情 那你那個即時性的權重 是不是應該要加大一些 然後才會更多一些人可以留意到呢 因為twitter以前的世界 是曾經真的幫過很多社會事件的推動 是不是那時候 是的 那當時就 例如Elon Musk還沒收購twitter 那也都說那時候的主流 也是你在follow的人 就rather than是一個algorithm的feed 那所以那時候就好像我剛剛所說 那時候那些人 因為你follow的人 全部都是你關心的 我想你就算不特意follow人 那時候的那條feed 就是default的feed 其實都應該是比較多著重 那時候default的feed 就是你不follow人 就是你不follow人就沒有東西看 是的 你follow人才會有東西看 是的 所以當然那時候距離現在很遠 很久遠了 是的 你說的 例如上次的地震 說的是洪本市的 三一一地震的時候 其實距離都十幾年 是的 那時候都沒有Twitter都是一個很基本的 大家看follow人的 feed去這樣做 所以不會有沉底的情況 你要知道 今次的情況就是因為你用了agraphamagrapham是你定出來的東西其實你可以令一些打法事件 如果你是看一些日文的 content 你會看follow一些日本的朋友他應該很…甚至乎你的地震本身已經在日本 他應該很應該把一些日本即時突發的東西推出出來給你他會排在前面agrapham一定寫到這些東西 例如以前一直都有的 trending trending around you這些其實一直都有的東西他就沒有將 trending around you這件事就放進去的agrapham所以日本方面的X的用戶 很多對於這個X的有微言因為他發現他收到的資訊不是很快可能已經繞了幾個圈之後你才知道你在其他途徑可能未必有幾個小時但你在其他途徑得知到的東西你後來才在這個X上看到 日本方面也有很多人經常擔心X的你會令大家不高興對 而且用agrapham去排出一些東西會出現你有興趣的東西但有一個不好處就是他不是暫時序他不是按時序去顯示那些東西 沒有一個可預測性就是你不知道不是 至頂的那些不是最新消息就是你說我想現在這一刻想看最新消息的時候你如果看for you這條fit的話其實你最新的那些不會是頂的因為他那些時序真的是random的即是他時間不是在for you的fit裡面是一個priority 他在裡面不是最高priority的東西所以你看到的東西就是他覺得你有興趣的東西而不是最新的東西所以這個演算法真的要做得很極致我個人預見應該結合你你說是你想看的東西和其他人想看的東西未必是一樣的 那一套遠算法是很難去滿足到所有人的事情但無論如何都要有一個defaultdefault是否應該要trendingrecenty的東西排高一點然後如果你配合到一些個人的interaction你按過的東西如果你都傾向按一些recenty的東西 那是不是又可以增加那些trending的權重高一點但如果不是的話你純粹是看一些八卦的東西看其他沒有什麼時間性的東西那你就自己customize那些experience給那些人即是可以不同人根據不同的signal去有不同的分佈 是 其實都難tune的即是你說的你平時想看這些有趣的東西你現在有需要的時候即是你現在遇上緊急情況你現在是想看最新的東西那就變成你現在ex的default就是show for you的feet 而不是你following的feet即是如果他following的feet就按時序的而for you的feet就是他覺得你最有興趣看的東西那就變成你需要自己手動按過去following這個都是ex Japan的朋友介紹你怎樣用ex 是嗎但我覺得這個也不關於你following的和for you的問題而for you的algorithm是 他欠缺了一些很突發的事件這個才是一個大問題你在日本就因為這些天災多如果在美國可能一些槍擊事件大家會比較敏感 這些如果可以突發的時候他將這些東西推上來去給大家看我想沒有誰去怪罪於你你x你為何要放一些地震的資料放在最上面或者槍擊的事情你為何立刻放在上面我不關心 我認為就算他不關心他也不會覺得你放在你的agrapham裡或者你把你的貨物放在上面問題就是你設計agrapham的時候 你怎知道突發是重要的我想地震等你每個人或者地區的人你如何去重新或者有多大範圍我剛才說可能美國某個州有發生這些事件那你是不是隔離州的人都要知道 但是我剛才說你放在旁邊的我不會等於你在香港的新聞你為何報小日本的地震我不關心就算你不關心他彈出來你不會覺得你為何彈出來其實是很正常的如果一些世界大使為何不放出來我不明白 你會說我要怪責你你把世界大使放出來你不一定有這條貨物最大的問題就是每天每一個地方都在不斷發生不同的大事件如果這樣設計其實你的for you的貨物就全部塞滿了這個世界上最重要的新聞那你就是regional 其實你所有帳戶在哪個地方你自己按一下你看到你的帳戶是在用哪個app store是在用哪個區域你跟隨這些已經很好 你設計到你有geo你便用到geolocation是那個area放了幾多公里附近然後你又增加大些的那些sector全部都是排序的所以我增加大些然後原本的你怎樣調整可能很難令所有人滿意 其實for you不是你自己選出來的我猜因為新師傅沒有用所以你不知道看for you的人是不期望他裡面出來的是你指定的那裡你沒有follow突然就彈出來挺過癮的現在人們看東西是這樣所以如果你在那裡有突發的我覺得在裡面出來 沒有人怪罪於你就算你現在彈出來的現在Aggrafum彈出來的東西未必百分之百是你會喜歡看的東西也會有些是這個我沒有興趣那你就掃了它很快地掃了它但這些比如你說突發的東西我覺得是如果他可以真的這樣彈出來我想現在為什麼其實不是我說的其實新師傅 現在是日本的用家大家對這個X有微言就是覺得他喂你不可以好像以前那樣以前我是很容易就看到資料因為我其實也有同樣感受就是嘩 ?蘇利?為什麼沒有這些新聞呢 ?可能你要走回去你follow了的人再看一看你讀幾段來看呢 ?它又會彈出來 對這個我認為是他即時的Aggrafum他還未去到一些突發的時候他應該要放一些高一點點的優點這個我覺得其實不難做他一定做到對只是他願意不願意做對 對所以這個也是可以改善的空間對對 不要只想著X變成Super ever加上X money現在已經出了X money對想都沒用你要做好一點點你自己的本分先 先做好Core的服務做好還有呢我又相信既然X即是SpaceX AI你現在也有AI的輔助你自己的Grog的模特兒都這麼厲害了你也可以拿X AI的AI能力去調整你的algorithm 為什麼還可以為什麼不行他現在說到Grog 4.6有2T的標準之前早一兩個星期大陸的Moonshot AIKimi K3霸榜一出的時候好像比美國的AI模特兒連Neclott的Fable都能贏 但是純粹以參數量來說它真的很多Kimi K3玩到2.8T的模特兒以這個Openweight的模特兒來說是挺厲害的但是Elon Musk說Grog 4.6也有2T也可以困一下而且便宜也快 所以有些位置應該比Kimi更好所以就叫人嘗試一下我那隻不是只試大陸的Model不過話雖如此剛才我們有說到老王老王最近在X內開了帳戶之後旋跡發表一封公開信 就說因為特朗普想禁止這些來自大陸的Openweight的AI模特兒於是老王想聯署集合科技巨頭的聲音 想向政府施壓說不要禁止開放模特兒大家美國都受惠不只是中美之間的競爭而是開放模特兒比如Microsoft最近出的模特兒都根據簽文去改都是互相利用互相建立在一起 如果你是開放模特兒所以這個是老王有封的公開信之餘Google已經接到他們會同意支持Sunderbeachai本身都有很多開放模特兒然後Elon Musk也是支持的所以接下來AI的大趨勢 不知道會不會受到這些政府政策影響但是科技業界好像也有凝聚的聲音就是不要搞太多了政府行政手段去干預這些事情當然你說國家安全很重要但是有其他事情都更加重要那有沒有一些很直接的危險 你看到是因為這些模特兒的影響況且老實說那些大陸的模特兒不是也是蒸餾至美國的模特兒互相蒸餾來蒸餾去所以大家都有著一些這樣的想法這個就是今個星期的Elon Musk 剛才提到這些AI模特兒甚至這麼厲害的AI模特兒可以有更多的用途那我們今晚的主題我們也想分享一下新師傅和我都用到Hermis Agent一陣子然後我想大家主持們都有見識過他都跟我們小助手 有經過的事有點過他做事我們可以分享一下究竟這個AI Agents即是最新的發展是怎樣有什麼選擇大家想入手玩一下的時候是可以怎樣玩法呢那不如轉頭回來的主題我們就說一下這個AI Agents的最新發展我有一句在心裡想說了很久的說話 我有一天我的天哪我呢這很棒我這很棒我就很棒我這真的太棒了很棒我這真的很棒我的氣氛我這真的很棒我根本很棒我這隻很棒真的很棒很棒我這真的太棒了我這真的很棒我好棒 You're too late What are you talking about? I'm tired I'm tired I've been in a dream I've seen a podcast I've seen a podcast Oh my god I have a problem I'm tired I won't let you 回来今晚的主题 其实讲AI agents 大家都玩过一阪 最新消息 Germany Google 香港的Google 就宣布 and they also released the Germanized Spark If you remember, they have been announced in I.O. They have been announced this product and in the future, they will be able to use Germanized Spark Do you remember what it is? In general, Germanized Spark is an agent It is a Germanized Spark model to run the agent It is a Google platform to run the agent It can be able to manage many things and it will not need to have so many set-up It will be able to solve the solution It is a problem with the AI or the LAM to do this Many people will ask If you use Germanized Spark Max is like If you use Google, you can use AI mode or Gmail you can use Germanized Spark There are no difference and you can use Google It is a Google platform to run the Google is in the world of your information. Yes, so you just need to open the power of the power of the power of the power of the power of Google. It can read all your Google platform. You have your Google Drive, Gmail, Gmail, Gmail attachment or you can use notes Google Keeps in the notes calendar Meet, Google記錄 Google平台 it can be free to read I have some kind of background I have a few weeks ago I used Google AI mode to search I told them I found out I remember I wanted to do some work and have a free place I can do some work I used to do some work I used to do some work and then see if there are no other options He would suggest to me He said, I've seen you in Gmail in many years in this place and will you重新考慮? He gave such a question I don't know how to answer it He's still not yet He's still in Spark In Spark, the Gemini chatbot He's already started to use Google's information Yes, in certain extent But Spark is more advanced He can use different app He can use different app He can use different information He can use different app He can use a specific information He can use different app Gmail or photos or whatever Then it will be done It will be done by using Gmail or Google Sheets or Google Documents It will be able to do your work It will not only read your information It will be able to do your file in your file Do your work, do your work, send email, send email To send email, send email, send email There are many use cases You may think that you will receive a lot of email Maybe you will receive a lot of email Some email is spam or a free email You can see it then But some of them are really doing it Or they are going to do it Or they may be able to receive a lot of emails Then you have a lot of emails And then you have a couple of emails And then you have a few times Then you willl send the email If you have a lot of emails And then you will send the email You need to send the email You will send the email and how the development of the situation or what I have to do at this time, you can use the Germanized Spark to help me to Gmail and talk about what I need and give me a list of the list and put it in Google Docs or whatever or a reminder to me to tell me what I'm doing today like this like a doctor he can do 24 hours so you can call him to help me to make this stuff or to make a slide that's all you can say to the旅行 and to the full-time if you want to make a Iclaim or a hap or a lot of information email receive you can ask if you have to you can ask to help me to go to the to the google sheet and then It's a bit more convenient to do this This kind of stuff can be done Max or San哥哥 Are you interested in this? Google First of all, you want to try it It's not all the places you can use This is the first障礙 Second, you need to pay for Google Google AI Ultra It's the first one It's the first one It will be a little bit more But you need to invest in some of the things But when you talk about the investment It's not only Google Google is based on two ways Google already has all your money Like you said in Spark You can tell you You can find this place You can find it The market is always looking at your content It's still looking at the content It's still looking at the content But if you are a different type of content If you are a different type of content The content is not a little The content is not a good thing You can use Google Gemini That's the most useful thing The most important thing is If you are a very good person using Google service Like Google Maps, Android Android, Android, iPhone, Google Maps, Note, Office 如果用它的話,它已經掌握得很清楚既然掌握得很清楚 ,不如讓它處理我覺得是一個比較正面的選擇但反過來 ,如果我給它所有的東西都如取如攜 我又不太想可能你們要找其他的不同他們很強調雖然雖然雖然很有自主性但如果它覺得需要開網絡或者發出什麼外出或者要花費你的東西或者要付錢這些東西 其實它是要你逐個逐個受權那當然了 ,如果你告訴我我不用的對 ,這些應該是這樣如果你說不用的你不用想了 ,用也不會用如果它不問過你 所以這些我相信和普通 ,無論是OpenClaw或者Hermes的方式用起來都不會有很大差異純粹就是它可以 access到的Data的種類關於你自己的Data會更加多 或者連接Google的全家桶各種的服務那應該沒有什麼障礙因為它有很多服務你想想 ,它有Google Flight你真的可以用來做Trip Planning 你幫我建一個Spark你幫我下個星期想去不知道去哪裡旅行去英國旅行你幫我建一個行程找機票哪裏比較便宜我的Critter你自己去找找完之後你去到付錢的介面之前你跟我停在那裡我再看一看才付錢那都可以的就是可以玩到這樣 是,就是你一個帳戶然後就是你那些所有資料所有Google的各種功能不需要再額外去做一些configuration不需要設定它有你的context你放權你說OK就可以了那它就可以access它就可以搞你那些東西裡面 就是你那個工具裡面的改資料加上的東西就是你那些所有Google的各種功能然後就是你那些所有Google的各種功能不需要再額外去做一些configuration 不需要設定它有你的context只要你放權你說OK就可以了那它就可以access它就可以搞你那些東西裡面就是你那個工具裡面的改資料加資料讀資料 那你都可以你都可以你都可以放手交給它搞是啊甚至乎你說我呢就上個星期就去個Friend玩牠的貓那隻貓我不知道什麼品種總之很有趣長毛的我拍了很多照你去Google Photos看那隻貓的樣子我想領養同一類型的貓 可能在Google Photos就在Google Photos找到你的照片看哪隻貓再幫你在Google Search找一些領養的資訊或者去不同的平台找給你看這隻這隻是你要找那隻貓那也可以的又是可以做到的所以這些位置就是AI agents可以在你平時 你自己花時間可能也要做一大堆的事情那你你外判一些事情給他做就可以幫到手可以減輕一些你自己的功夫對了所以這個當然要付錢Google的AI計劃都不便宜的現在 我自己也有用到那些即是我是AI Pro的計劃因為我也有即是叫做Google One的服務之前在香港他們也有推出過三個層的Google AI計劃最便宜的叫做AI Plus那就是38元一個月那就是有400GB的保存 但是就用不到Spark那接下來用到Spark就是剛才Max也有說過AI Ultra最頂配就是799元港幣一個月那就是有20TB的的而且首先會用到Gemalette Spark那他們也承諾Gemalette Spark是接下來幾個月都會慢慢 所以我現在用到這個層的就是158元一個月那叫做AI Pro有5T的 storage那還有現在他這樣說他說在美國你用AI Pro或者Ultra都可以但是現在其他的國家就要Ultra是暫時是這樣 所以大家想用到最新的當然AI Ultra當然什麼都用到最新而且它的用品會會放寬得比較多然後也可以生成影片的量也多些當然你說799元一個月都很貴那看看你怎麼看如果你真的忙到 你會外判這些工夫給AI等於請個人即是請一個助手都不止700多元一個月類似我想他們是這樣想的 對跳數這樣算應該是他想你這樣算GOOG還有這些月費的計劃他就包你用這些量即是你付了固定的錢你就不用擔心會不會用突了還是怎樣你會很努力幫他Token對Token你不用擔心他就會在某一刻 他就叫你停的因為他應該都不會無限給你的但他可能是去到你玩幾個小時每天的限度都很Generous即是說你去到日常限時他就能保持你或者可能隔幾個小時你就可以用得到你即是你每小時或者每一天即是有一個限額在那裡 他防止你真的很努力全家一起去發射一個帳號即是他防止你這樣做或者你一個戶口多人共享 這樣的玩法然後炸爆他的伺服器其實我現在的AI Pro我都是跟家人分享的即是我有加他們的名字因為是Google One可以加多五個人所以他們是大家都會有這個AI Pro的計劃 是即是他那些貴的計劃其實都會例如送來即基本上他是跟Google One那些東西掛勾的即是他那個戶口即那個計劃改了名字包了的東西是的包了一個即是他想強調AI的時候他就告訴你這個是Google的AI PlanAI ProAI Ultra 實際上他除了即是Google One是的其實都是Google One他其實在說那些YouTube Premium或者其他的服務他都跟著給你的什麼Google Anti-Gravity如果你有用是的還有Google Meet可以超過一個小時這些Benefit他都有的所以本身 如果你真的一個你負責幫家人一起去訂購這些東西的人的話那我覺得我自己覺得Google AI Pro是挺值得的相對來說是的那至少大家都可以用到多些 storage去 backup相片 backup video Google Drive這些都是一些剛需大家都需要的東西而且AI Pro大家可以用多些都覺得值得比較但AI Ultra真的要用量很大的朋友才想 還有你想試最新最新最新最新最新最強的東西那就是AI Ultra當然這個也是要看你自己的負擔能力但是我不想搞 有錢給那麼多錢有沒有便宜的option當然是有的你只要不是用Google他提供這些out of the box的一些solution你自己回答都可以的其實是可以更加經濟實惠的 當然你有多經濟實惠都是看回你選擇什麼model或者你應該說那些的你的組合你可以組一些豪華的組合又可以組一些比較商議的組合不過說真的你自己回答就有自己回答的好和不好 好我們稍後再說多一點有幾類型的AI Agents應用方式我覺得現在剛才說的Gemini Spark雲端的那些存包月費存包的一些不只是Google有的我知道例如Meta之前想收購的那間公司Manus是先做AI Agents可以說是他們 發明這件事現在還有很多人用來叫它做事然後Microsoft其實有些公司會用Microsoft它有一個Copilot大家都會知道可以在不同的工具裡用它也開始推進一個叫Copilot Co-Work的東西 就是等於Gemini Spark但是就是Microsoft體系如果公司有用OutlookThemOffice365OneDriveExcelWordSharepoint這些東西其實它都可以 好像Gemini Spark叫它你幫我撈回不知道哪一個我想做一個Research我公司有這個Project想做一個Initiative它就會在你的Email的HistoryThem的會議紀錄去組裝我要組裝Dec組裝PowerPoint要根據公司的StyleStyle Guide 那些東西它會自行地幫你找回歷史疏清前文後理做一些網絡的Research然後比對然後再去組裝Dec用一個你跟它說的Style去組裝那整個過程可能你等你給一個堆子 指令一劈十句八句的指令你要求什麼你要有什麼方法你可以參考哪些地方這樣之後可能十分鐘內你就會有一份PowerPointDec如果你用人手做可能就要幾天可能要這樣的時間所以這個也是挺吸引的如果做事方面大家在Microsoft看系 我不知道CopilotCopilotCopilot的 license是按照按照按照我自己公司還沒有開放這個功能但在Copilot已經體驗到剛才的那些東西如果做到那些能力越大就可以更加厲害了 對那也有些其他全包現的雲端服務例如有些公司例如叫Janspark都有提供類似的agent平台也是任用的但是月費任用你可以連接不同的服務然後就可以手權它有些像 那我想五花八門很多雲端的AI如果你不想或者沒有什麼技術背景不知道如何開始那你可以試一下這些平台免費的也許便宜的試一下看看能否幫到你或者你習慣了這個召喚AI 做事的方式然後再考慮一下會不會自己有更多的但如果想自己主持的話新師傅你有什麼推介自己主持有兩種方法一就是自己在家製造一部機另一種就是在外面租一部機各有好處 是的是最主要首先我們在說就是你自己去去組這個我們建議大家用Hermes Agent是的就Rather thanOpen Claw是的雖然龍蝦是有先是的但是好像Open Claw都有很多問題 是是的暫時我們不推薦Open Claw因為技術上的要求可能更高一些是的 就是那就是那就是它的強項就是很多技術可能有幾萬個技術讓你可以不斷延伸它的工具箱裡的工具 但是也有一個問題就是它的技術可能沒有什麼就是不太安全有些人寫了一些有問題的文件包裝出來 你把惡意技術放進去你的龍蝦然後它就罵了你的各種個人資料或者你的帳戶或者那些是的還有它有一個大問題就是它一開始很鬆它一開始沒有想到周全作者Peter 最初是唯威自己自己威脱出來那些但是就發覺很多洞它不斷地update去收收補補一些洞洞越加越多這些安全的東西或者那些下載的時候都會告訴你風險程度之類是好的是越來越成熟但是它的update 太密於是有一個很多洞你習慣了一個多洞的環境然後它無緣無故update之後你就發覺它越收越緊或者它越來越有些很流行的即是本來在洞的位置出去的那些洞的或者洞的出去的用法忽然間洞封住了然後就用了是的即是你要 要保持那些事就很激即是它的染化太快而且太過disorganized我覺得有些位所以它不是每個版本都試得很清楚真的每隔一兩天就要升上版本即是打傘的經驗經驗談是啊炒粉你裝完東西原本有效的會變成不效 然後又衍生了一些buck然後又要等它收復那些buck之如此你弄一大輪都是好像你為了要養它本身你要做的事反而沒有沒有給多了很多時間下去反而是要幫它debuck所以我覺得為什麼不推薦open claw給一般的新手原因就是這樣 但是Hermes Agent有什麼好呢在這方面Hermis Agent它的設計上在架構上是比較嚴謹一些的也都是穩定一些即是它的版本更新也都未去到好像open claw那麼密而我用了這段時間即是就算update 其實那個要處理的問題相對上也都比較少的就是視乎大家用什麼方法去安裝是都有好幾種方法即是就算你說的是你是租機或者是說自己的機都有不同的裝法 其實我們現在都是講講一些比較general的即是安裝實際上在你的環境上怎樣搞呢那就需要大家可能自己上網 爬一爬一爬一爬的是的那例如先講例如在家裡裝那在家裡裝你要麼就在你自己的電腦裡裝要麼你就可能找一部示召的機器來裝那在自己的機器裡裝 那在家裡裝的好處就是說你可以跟著你走你可以set up也都比較容易但是風險又高一點也都有另外一個問題就是危險性即是它那個安全性是會差一點因為你如果你在自己的機器裡裝如果跟你自己的機器混合 如果你也會有機會可以爬到你的東西是的它就會有機會可以除非你很想你也可以即是好像我真的好像想GoogleGemini Spark爬到我的東西那我才有用那你自己平衡風險即你是可以它好像有一個現在新出的Hermes Agent也有一個desktop的app你裝完就真的在你的機器裡 亦都是指定哪些位置讓它爬是即是讓它讀到你的東西或者又不用某些東西還有例如LM Studio都好像有個叫做Bionic的東西又是加了agent功能所以其實現在都多了選擇即是不一定說你一定要在自己的機器裡setup一個Hermes Agent那Hermes Agent 可能都是一間有公司去支持去去去去去去去去去去去去去去去去去去去去去去去 去我們一個人在那裡去去去去那裡 and to share with you and share that level At least there is a company in the background who will do a new development That's called Lowes Research Yes, and this company is doing some kind of research or some AI model You can also use the LLM model You can also use the MS Agent to subscribe to the service To run the model on the platform So, you can also use the device You can also use the device to install There are many ways Like we said If your device is Linux Or is there Linux or is there Linux Or is there Linux or is there Linux Or is there Linux or is there Linux You can also use the Mac Like the Mac In the sense of the Mac If not You can use Docker Docker It can easily open our environment Your container You can apply the container सbuket In the container It can be access으로 and you can access your container outside of the container You can also use another way to read it like MCP Yes, you can share the folder with it In your own device to run If you use Windows, you can also use WSL Windows of system for Linux You can use Linux system and run Linux system It is a choice Hermes agent is a an assistant leader He is not a model His own counsel is a指揮 He is a leader He is the leader He is currently making request and then He is given purchase to help to control the model Yes We are talking about how to describe How to say, in the actual process of working the process before Another one is the other way to use It's your own way Yes, I'm doing that one way I'm in the outside of the other Wundunds供应商 Wundund server service供应商 I'm building a device VPS Virtual Private Server It's about 5-6 USD a month It's about 4GB RAM There's 1-2 core CPU Virtual CPU It's about 20GB storage It's a very cheap device So, you can see the specs You can use a spare device to do the same thing It's okay It's a great device But, some tablet or old notebook It's okay So, there was a year of Mac Mini For the Mac Mini, for the龍蝦 It's a little bit of a bit of a skill It's not really needed to have much resources If you want to go to local LLM model You have to go to local LLM model But Mac Mini is not enough to build Yes, local LLM At least Mac Studio Then you need a little bit of RAM It's not a little bit of a bit It's very expensive It's a few million dollars Especially now It's not a little bit of a Mac Mini And Apple is also cutting Mac Mac Mini's RAM It's a lot of money I think if you have a spare device Or like Wilson Like NASA You can also use a stable network You can use a reliable network If you use a reliable network You use a reliable network When you call the agent You call the agent You don't need to call it Yes Why do you choose to be There are two kinds of devices One is your own device Another one is to sell your own device Yes, to sell your own device It has a good advantage Just like I said, I don't need to use a device I don't need to use a device I can use a device to spare But there is also a good advantage It can be 24-7 They can be 24-7 To deal with it You can buy back up You can sell it to the供应商 for your own device for you to deal with the problem You can do a job叫 it to run You need to use a device You can use a device You can use an engine You can use a device It always runs You don't need to be able to handle the phone If you put it in your notebook Then you put it in the phone It will sleep, then you will be able to stop You can do some things to prevent it from being stopped Yes, unless you do some other手続 To let your device not sleep You can keep on-line, and keep on-line We mentioned the messenger bot service You can keep on-line, and keep on-line So, let's talk about the device The main thing is that you need Linux system You can use Docker, but not Docker Or you use NAS, and you can use it to be able to use it So you can use it NAS, like Docker, and the Vuexen Yes, but that NAS The environment has a little bit You can use it to find the same thing It's very simple It's very simple In Google search for NAS And then you can use it to find the service agent Actually, it's not always used to use Docker to run the AI agent Docker's good Just like we mentioned It's just to use container to run it It will not affect you container outside of environment It will also be able to use your container container inside of all the things And then you can use container inside of the container It will not affect you other things For example, I use home assistant Home assistant is a native OS And then I use the home assistant And then I use the home assistant Home assistant Linux space And then I use Docker To run it So even though I use the home assistant How to run it It will not affect my home assistant Home assistant So the main thing is that The main thing is that It should be the main thing That it will not affect my server In the domain And then I use the main thing Optional It's a hidden thing And then I use the deployment And then it will be the domain This is I and my daughter Now I use the main thing And the main thing Is it in Windows Windows Linux Or or in Macs on the bottom of the screen or in Linux Marco has told us that he is on Android phone That would be difficult Termux can go on a phone Android is Linux But his tools are not quite all He has been on the surface and is already on the surface I think the surface agent can be installed but the phone call the tools will be harder We need to look at the battery's power and the RAM It is not required to have much RAM and not required to have much storage because, as we mentioned, the project is to apply a job and the project is to call LLM model and then to the LLM model LLM model is done with the result and the device will do the next step It will be sent to the list and then the device will be sent to the LLM or local to go to program Because IOM will help you write script Python or command shell script It will go to the agent The agent will help you call these tools Yes Or it will be simple If you talk about the software Then we got the engine in the middle of the process. Then we got the engine in the middle of the process. We can explain the process of the process. The engine in the middle of the system is not a lot of RAM, not a lot of storage. Because the engine is not the engine in the engine. The engine is the LLM model. It's usually in the LLM model. Yes, usually you will use the LLM model. If you have the LLM model, you can send the LLM model to the LLM model. The LLM model is worth money. If you can find the local device, you can send the call. You can send the LLM model to the LLM model. If you have the LLM model, you can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. You can send the LLM model to the LLM model. The LLM model is aggregator. It is an aggregator. It is a... It is a... It is a... It is a... You can send to the LLM model to the LLM model. It is a ... It will send the LLM model. It will send the LLM model to the LLM model. There are many different companies The most expensive is GPT Or Claude, Opus, Fable Or Gemini Or China, the GOM Or Sik, Kimi They have They have They have They have They have They have They have So They use aggregator To do this It will be more It will be more It will be more It will be more You can set up A API key And save It will be more If you have a API key It will be more If you have a network It will be more If you have a network If you have a network Then you have a network But the API key It will not be able to use It will be more It will be more To use third party So you don't need to use Google account And VPN To use AI studio And use key And then use key To put in the Hermes agent You have to be more You do You will be in a close Block Block You may not Block Your access Blot And even Your phone You'll be in a Google account Then you are It is The use of It's If you use Take those structures Let them It will be And you don't need to use your account to use the model So it's more safe It's not even a key It's not a key It's not a key It's a key It's a key You can put your key in the key It's a key to use the key to call It's a key It's a key It's not a key So it's a key But if you want to use the key I see the key of the key How many hundred thousand tokens is the key It's a key It's a key to use It's a key to use It's not a key It's a key It's a key to ask the question It's a key to ask the question Because the agent can do it It's a key to ask the question If you ask the question What the answer is to ask the question How many of the solution To send it to the LLM You can ask the chatbot Or ask the chatbot It's a key to ask the question It will be able to answer the question And then you can ask the question For example, what is the weather today There are only words You can say that You can say that You can say that But the answer is the answer It's a key to ask the question That's the key to ask the question That's the key to ask the question But agent of the world But agent of the world Agent of the world Actually, there is something Number one There is a soul Maybe there is a soul Or some context Or tools Because agent It can take the concern It can take the same resources And use the tools So it will tell All these are text files It is locally stored a lot of information It is to tell the LLM the environment The environment and the environment The user will ask this question And then can do what you can do It will be able to take a whole bunch of things For example, when you set up Hermes agent You can talk with her You will tell me I am Amanda I am a person I usually ask you to answer my question You can use my word Your gender is like this Your name is Mary Like for a person You will call me I am a person You will be able to check the calendar And check the entire online The whole network Or the whole network You will pay a character What you have to do What you have to do What you have to do and then they will be able to do it. This is a problem. Yes, they will be able to put in a very large problem. They will be able to put in a very large problem. They will put in a LLM. Because LLM is like this. It is not a context. It is not a context. It is a sense that they will be able to get you back. Yes, when you use API call, it is not a case that you are going to be able to do it. If you send a request, you will be able to do all the information, and how to answer it. All the instructions are going to be able to put in a very large problem. That is a few hundred thousand text files. Yes, and then LLM is able to look at this very long, very large problem. Then you will answer your words. or give a指令 to the agent to do what you are doing. Then I will answer your question. First, I will call you the next one. You will ask the天氣 is how it is. The model is not knowing the天氣 is how it is. And it will ask you the tools you can find the tools you can find. The tools you can find, There is a tool that you have used to use. Then I went to weather.com and then I sent a letter to the agent And then I told the agent to weather.com and find the weather.com And then I told the agent to get the result And then I told the agent to do it. Then I went to the browser to look at the weather. Then I told the weather.com and then I told the agent to get the result. Then I told the agent to get the result. Then the agent to get the result. Then I took the the weather. Then I put the results in the result. Then he said, agent, you answer it. It's just a matter of the user. Mary, you can see the weather. Now the weather is the weather. Then the words are like this, you give the user. Then the agent is going to get the information. Then he will be able to send the information to you to the telegram or whatever. WhatsApp. Yes, WhatsApp. So if you don't set up telegram, you can use the chatbot to get the information in the chat. So the cost is, it's usually like this. Input, you're talking about the amount of money and the amount of money all of you have to gain and the amount of money you can use the next question. The problem is, the user's setting, the tools, and the tools, and the tools. Build in a lot of different files, If you ask any other questions, they will put on the tools. The basic process is the most expensive. You can always have a large amount of stuff to do for the LMM. and then he will do the same thing And then he will find the results If you call him a very complicated question or powerpoint or whatever There are many tasks He will be able to fill out the results and then help you to get all the information and help you build a different subagent and then help you to do the same thing and then the results It's a code, or you can use the agent to run some code. It's been a little bit of a hundred thousand tokens. Yes, you do the things more複雜. You can return to it for a few times. Like I just asked the天氣, I've been to three times back to it. That's all. If you use a very expensive model, you will quickly sell all the token The aggregator is usually using what kind of money is to save money? You can add a lot of money You can add a lot of money to 10-20 USD in the wallet Then you use it when you use it If you use all the tokens, no money, then you will be able to get error. Your agent will receive error messages, and you will not process your request. So the art of art is what is the art of art? Of course, everyone is very interested in using the most powerful guy. But the most powerful guy is the most expensive guy. You always use the art of art, or the art of art. That is the idea of the human beings' origin of the world. Like the level of the world. Like the level of the world. Like the level of the world. Like the level of the world. Like the level of the world. So you don't have to worry about the money. So you should look at the most expensive models. The most expensive models are not bad. But the most expensive models are not bad. It's enough to use the money. It's enough to use the money. It's enough to use the money to pay for the money. Or use the tools to use the tools. So, what do you think? Is there a lot of money? I don't want to pay for money. Is there a lot of money? Is there a lot of money? Is there a lot of money. So can you use the deep-seek model? Like there is an open noses. Yes. It's a bit hard.いる tiny ones on the board. So if you look at the model list. There are some options. It usually has to be free. For example, Deep Seed V4 Flash It has a free version of the free version You can use the free version of the free version Some other model are free For example, I use Open Code Open Router I also use I have a free account Hermes Agent has a good advantage If you are in the same time For each of these providers Like these companies You can use the free version of the free version You can use the free version You can use the free version And then you can use the free version But also if you can add something Some of these jobs For example, I put a fee A fee If you are in common Even if you use so And you can be Totalvernight a model You have If you really need to use some complicated problems and to solve the problems, then you can use the provider to use the model Hermes Agent in the set There are some defaults to use this model And then other features of the other features What is it? For example, if you want to use a picture If you want to upload a picture or a video to do some research If you want to upload a picture It's not all the model It's not all the model For example, Deep Seek is not available You can use another model Like the one, like the one It's called Mimo Or like the one, like the one Like the one, like the one You can set the picture Like the one, like the one You can use this model It can be able to use different models It can be able to use different models Like the one Like the one Like the one So, you have to use You will not use the same model Like the one Like the one Like the one Like the one Like the one Like the one I haven't done it. I usually use the method to do it. I have to do a new session. I have to do a new session. It's a method. It's just a single session. It's just a single session. It's a long history. It's a long history. We didn't say that it was a messenger. It's a message. It's a message. It's a connection to the network. We use telegram. We use the word father. It's a network. It's a network. To create a network. Then you can add the network. It's a network. That's a network. It's a network. Then you can use that network. It is a bot to communicate with you You can send a message to the bot The bot will be sent to the message Then it will be sent to the Hermes agent You also need to do this And not everyone, or a cat or a cat They can use your bot to do this You also need to do some of the tools Do you need to do this? It will only be able to communicate with you If you want to connect with the bot Then you have to allow list And you can add to the other information To add to the bot Then even though I also tried to put a subagent to the group chat and then allow our group chat to communicate with the group chat and how to do their work because I have to do the same thing Hermes agent can communicate with each other and you just need to communicate with each other and then you'll need to communicate with each other but in this conversation, you can also ask them to communicate with each other Why is there any other things? If all of you have any questions, whether you have any questions I'm asking a company or a company I'm asking a lot of questions I'm asking a lot of questions But if you have any questions If you have any questions in the same session It will be done in a lot of questions He will say, you know, if he asked him if he had a Japanese food, he will ask him if he had a Japanese food. But he will remember that the person is a very good at the銅鑼灣, and then he will say that he had a Japanese food. It's like you told him that he was saying It's a thing Yes, because he remembered his memory He will be very stubborn There are times you need to go into his memory file Maybe he will not be stubborn Because he has to be a few different ways短期記憶 ,長期記憶 And then he will be able to fix his memory These are the text files He will be able to fix it So you can go into Hermes console.com and edit the file Yes, but usually people don't do that So you can't combine these kinds of common context So you can open up different profiles It will be more useful Yes, but you can open up different profiles What's the most useful thing? You can have different sessions You can also have different sessions You can also have different sessions You can also call the board father If you have a few telegram accounts You can also have different people You can call them Mary This is Queenie This is different identity Different identity But you have different people But you have different people Yes, but you have different people Yes, they have different people You can also have different models You can say Mary is the most expensive ones Queenie is a coach I am a coach I am a coach I am a coach So you can use her coach He is a coach And some are a coach Some are on the internet You can also have different profiles Then you can find different people And you can find different people And you can find different agents And then you can find different people And these different agents They can also have different tools And skills There is a agent Who is a coach Who is a coach Who is a coach Who is a coach He has developed a lot Or he has downloaded Some of the tools To build a lot And powerpoint Some of them Who is a coach And use YouTube труids He has movies Do you have other tips Of interesting So that you can find different profiles And use different models And tools Then the system You can try to optimize Not critically but the results It is very valuable Be Facebook It is very expensive The rate and the quality of the person will be better and the quality of the person will be better and you can find the most commonplace of the mother's agent and you can see the other team members and see the other team members so you can create a hierarchy You can make a whole company in a computer. It's possible, there are people who are doing this. There are different agents who are responsible for the work. You can imagine, there is a agent who is writing a script, front-end code, there are agents who are doing middleware code, there are agents who are doing back-end code, there are agents who are doing QA, and then all of these agents are doing different model. You can also use OpenAI model to write code, and then use clock to test their results. You can also use the risk and increase quality. That's right. If you are a熟悉 company, you can use AI agents. You can also use AI agents who are working with them. and then to be able to do it But to say about the research we have used AI agents to do some of the things This is one of the agents to do the best You can use a certain time to do some things In Linux world, it's called Cron Job It's scheduled job It's scheduled a time to run some things You run some things You just said you're going to call it schedule You usually call someone to check on the time What's going to do? What's going to do? The agent will receive the instructions He will send it to the LIM To help you to... To解決 this task To解決 this task Like, he said that is a certain task He will set a Cron Job Then he said, what's going to do? He will send the task to the task To get the task And then he will send it to the agent He will send it to the task And then he will send it to the task He will send it to the task He will send it to the task So, if you run the task If you access the task For example, he will send it to the task He will send it to the task He will send it to the task He will send it to the task If you don't know how to code He will send it to the task He will send it to the task But there is a lot of pressure He will send it to the task So, this is for everyone to use If you use the task If you don't know If you don't know You can ask the AI What is the task In case you can ask the task You can even ask the task You can ask the task For you to explain And then you do it If you have no problem Then you can ask the task You can ask the task That's a good task Then you can ask the task So, the problem is that you should tell you what you need to do and what kind of process you can do You also need to be able to determine the source of the format and what kind of features you need You can just send a message to you and just send a message to you You can call it a web page You can call it a powerpoint You can say it to you You can say it's easier to do, it's easier to do. If you don't have a idea of the design of the product, you give a very strange example of a指示, it's easier to do. It's not bad, but it's not the idea of you. Hermes Agent's biggest advantage is to use agent to do things It is that he will be able to change his own He can change his own things and you don't have a sense of his own You can tell him how to change his own That is what he wants to do He will change his own You can call it the same thing after you give a sample Then you see sample after you see what you need to do You can call it the same thing after you give it a few times Then you can say, you're very happy This result is the thing you need to remember Then you will keep it in the same way Self-improvement Self-improvement, or it will be a skill, a reusable skill, and you will call it the same thing. It will be a skill, and you will not be able to do that. You will not be able to change the format. We have a job, every week, at the end of the week, at the end of the week, and we will find out what Elon Musk's news. He will create a HTML, and we will call it the most juicy topic, and tell us what juicy topic. He will also have source reference link, and he will check the source link to the work. If you call it the source link to the reference link, he will write the URL and it will not work. Then he will tell us what he said, and we will learn from the last week. Then he will try to draw the information for the next week. Then he will try to draw the results, and sometimes he will try to draw the book. Then he will try to draw the text. This is the same for the next week. He will try to draw the information. it's a good idea. It's pretty good. So this will help you with some of the things that you can spend time Yes, you need to be able to use your hard work You need to spend time with your hard work But it's not really important How do you say? It's very simple and tedious It's very curious, very curious. You don't want to spend your precious time doing it. You want to find a good AI model without you so well. You can just call a lawyer or a lawyer who will be a lawyer. Yes. You can do it. But, as I mentioned, the money is free. It's free to pay for the money. It's not for you to use it. You use it too, it will be a rate limit. A rate limit is what's going on? It's a time or a day or a hour. You can use it for a few hours. It will be stopped. It's not easy to use, you can stop your time. That's right, you can stop your time. You should turn to the model, or not it will not be able to accept your time. It's not easy to accept your time. The rate limit is not a model level, but it's provider level. It's open router, so the open router of all the model, all the money, it's not allowed to use. Even if you stop. That's right, you can change your time to pay. Maybe you can change your time to pay the price. Or you can change your time to the line, then you could change another OpenCode account, and go lavish the model. You go to the menu offer, and you select OpenCode account, and use them to change the fee. You can use the time to add that call, but you know, the quality of if it's consistent. If you choose the same model, you can choose the same model It will be better for you But if you change the model, it will be better It won't be better, but it will be better for you It will be better for the same model Deep Seed is good for the same language It will be better for you But if you use Nvidia Lamotron, it's not so much It's not so much fun, but it's not deep-set From the output you can feel that it's a little bit different You can explore the different model's effect You can also use the free model for the free model If you have free model for free, you should be sure the parameters are higher and the rate limit will be faster than the free model So you can also sign up for a few other providers you can sign up you can sign up you can sign up Nvidia has a similar provider you can sign up I have 4 providers you can sign up open router open code is used I have 20-$ Nvidia has a account Lowe's has a account you can sign up you can sign up you can sign up you can sign up that's the case it's a payment for the cost even if you have a mobile phone you can sign up you can sign up local model you can sign up you can sign up local model you can sign up but you can sign up you can sign up the case you can sign up local model the case it's very useful yes especially you only use display card display card on the screen is how many gig I have 16 gig so I can use 10gb so you have 10gb model but you are saying now the world's is over 100gb or over 100gb or over 100gb parameter so it's two worlds yes not can be but there are some things that you really have you don't want to send out of the house you can call hermes agent on local you can set up you can set up you can set up from the LMCTO and then you can set up you trust local model and then you can just in some scenario you can call local model to do but you can expect it to be very slow and very dumb depends on local that's how strong it's the what you do the the is you can if you local have a very strong power and you can apply to your own mac studio and and then there are 500GB RAM or 512GB RAM That's all right There are no different ways There are 50-70,000 of Mac devices that can be used But not everyone has Yes So I think it's a cheap game Let's see how you can find the most So, you can also look at aggregator's price list. You can also look at the price list. Maybe DeepSeek, V4, Flash is a free version. It's a good result. It's not easy to do a job. It's easy to do, or low cost. You can't use the amount of money. It's not expensive to pay for it. So you can see that I'm free to pay for money I have paid money I've tried to pay for money So I think if you really don't really have to be able to do it If I'm talking about server, I'm talking about a month It's talking about 6 USD below, If you're talking about VPS You can use Open Router to test models You can also try to test models Then you can use CloudFable It's a million tokens If you have token, you can sell your token to a few dollars Then you can sell your token to a few dollars That's all you have to sell Yes, so you can see the price list If you choose a pretty expensive model If you choose a pretty expensive model The quality is not bad And this is very interesting, these providers have some free model for you to use But sometimes they have some time-to-date or they have some time-to-date They have some time-to-date for you to use They have some time-to-date for you to use They can use that time-to-date for you to feel the best And then you can get a free model for you to use You can use a free model for you to use And then you can use it for you to use But then you can use it for you to use It will be a free model for you to use The day of the day of the day is no longer Its memory also has to be used and storage also has to be used It is also provided most popular model for you It is also talking about 20-30% It is the most and the most popular model It will be found There are some few years ago or old models in these aggregators, they may not find out or they may not provide any more If they are too old, they may not use it So they are just cheap and expensive and they will fail If you want to use it, they will not use it If you ask the time for the time The old model is not updated And then on the website is a problem But the new model is how many new features How many new features are outdated How many new features are outdated How many new features are outdated And the new model It's better for agent users It's better for agent users So they've optimized agent users So they've been able to use agent users They're more than suitable agent users They've already already written It's also known that he's optimized for agent It's suitable for agent That's the result of the result of the result You can try to have budget and try to try it It's all over So, we've spent a few months in this experience If you have to play this part, or have already started playing, but you have to have some problems Then you can welcome our Telegram AI topic to talk about the topic So you can learn how to learn and learn more about the events There is a lot of people in the world So, if you have to learn more about the world You can also learn more about the hard work You can also learn more about your life You can also learn more about your life This is important for your life We've talked a long time ago Today is the 1064 episode of HKPUG Podcast We'll talk a bit more Next week, we'll talk about other科技 topics We'll talk about the same thing Bye bye