I have worked with a non-profit that helps with Fair housing problems. I think a good use case would be receiving calls for a business and helping the customers understand if they are having a real fair housing problem. Would Groq be able to receive phone calls?
My first thought is how can we use this for scam baiting? We just need an elderly person's voice option to make the call and then prompt the AI to waste the scammers time talking about gift card activation codes.
🎯 Key Takeaways for quick navigation: 00:32 *🧠 Introduction to Groq's LPU (Large Language Model Processing Unit)* - Introduction to Groq's LPU architecture designed specifically for AI inference. - Explanation of the need for LPU in large language model inference. - Comparison between LPU and other processing units like CPU and GPU. 05:37 *🔍 Comparison between CPU and GPU* - Description of CPU as the central processing unit and its limitations in parallel computing. - Explanation of GPU architecture, parallel computing power, and its expansion beyond gaming. - Illustration of the difference between CPU and GPU through a painting demonstration. 06:05 *🔄 Limitations of GPU in Large Language Model Inference* - Discussion on the limitations of GPU in handling large language model inference. - Explanation of the complexities in achieving sequential execution on GPU. - Overview of the latency issues and the need for complex control mechanisms. 09:47 *🚀 Groq's LPU Architecture and Performance Benefits* - Introduction to Groq's LPU architecture designed for sequential tasks and low latency. - Explanation of the simplified architecture and shared memory advantages. - Discussion on the predictability and performance gains achieved with Groq's LPU. 11:37 *🗣️ Applications of Fast Inference Speeds* - Exploration of potential applications such as real-time voice AI for natural conversations. - Discussion on the reduction of latency enabling smoother interactions. - Demonstration of real-time voice AI and its impact on user experience. 13:17 *🖼️ Utilization in Image and Video Processing* - Highlighting the effectiveness of Groq for real-time image and video processing. - Demonstration of image processing capabilities for various applications. - Discussion on unlocking consumer-facing use cases with fast inference speeds. 14:40 *🤖 Building Real-time Voice AI with Groq* - Discussion on building outbound sales agents using real-time voice AI. - Introduction to platforms like Vee for integrating voice AI into applications. - Demonstration of setting up a real-time voice AI assistant using Groq's model. 00:00 *📞 Setting Up Real-time Voice AI Cold Call Agent* - Setting up a real-time voice AI cold call agent using Groq technology. - Integration of voice AI capabilities into existing agent systems. - Configuring API calls and server URLs for seamless communication between systems. 19:18 *🛠️ Integrating Real-time Voice AI with Existing Agent Systems* - Demonstrates how to integrate real-time voice AI with existing agent systems. - Setting up agent tools for making phone calls and receiving transcriptions. - Configuring metadata and webhooks for seamless communication between platforms. 20:41 *📞 Configuring Call Functionality and AI Assistant* - Configuring call functionality within agent systems for real-time voice AI interaction. - Setting up dynamic message generation and personalized interactions. - Defining schemas, URLs, and metadata for effective communication between systems. Made with HARPA AI
This is one true gem of a video that focusses more on the use case. Thank you for breaking down the concepts really well and showing us demo of it's capabilities
@@hiandrewfisher Sales bot or human, what ever company still thinks in our time that cold calling is the way to go, is beyond the point of saving, and it should go bankrupt, for its own stupidity. The bots will just speed up that process.
Creating a UI questionnaire for non coder types to build applications to solve problems. Mostly business applications that might otherwise require a developer or consultant.
hey great video - can you do a full walkthrough of relevanceai and how you set that agent up as its not possible to follow from your video as looks like you had some pre defined steps in there thanks or drop and drop a link to the code you used to build this? thanks
Its easy to see this will replace all callcenters very soon. I assume they originally developed this chip for the new Tesla Autopilot software, that is mainly AI/video based.
The phone number thing is interesting... makes me fantasize about being able to have this as a replacement for the "leave a message after the beep" answering machines for your mobile if you don't get a call. A lot of people find leaving a message without having a conversation really awkward, so if you could instead connect to an AI assistant like this that actually talks to you, you could leave better messages, and the AI can summarize the conversation and leave you a txt message of the contents, or just leave their own summarized voice message.
Looked like there was some cuts between when you finished speaking and when the bot starts speaking. Can we see the actual unedited version? I've had issues with groq getting to the first token.
I can't trust anything anymore! The demo in the end is very impressive This is so powerful but also scary, what the world will look like in 12 month, when all the communication are driven by AI?
How wonderful, this is bound to improve trust among people and all of our lives. This is the best thing that science has wrought since industrialized warfare. Thank you, technology.
I'll have to try this. I managed to get very fast, close to realtime speech with the chatgpt api using a few queues and a local text to speech. The slowest part was the actual speech to text processing i believe. I was using whisper before they added all the new upgrades to the gpt api (this was when gpt3.5 just came out basically). It just processed two sentences to speech and put out the audio while it provessed the next sentences. The issue was that twilio made it very difficult to work with this since I needed to make it a stream and that required some realtime communication protocol that worked over phone, so i just stopped and had my own little chat assistant. Im a weeb. It was an anime girl ai assistant.
We did this too, some of the audio engines even give an output that tells you the realtime factor -> if it's less than one, it means you can generate the sentences faster than they can be spoken! Basically we used a queue and pipe-lining to reduce the mean time to first output. I don't think you need these LPU things unless you're trying to use an online service that just bulk process a bunch of sentences.
Another awesome video with great presentation and overview ,i give your video's example to many to make them understand how to educate viewer abour particular thing and tell about what,why,how and then implement things in easy way possible. Keep feeding us quality content buddy :-))
I would say Trelis Research has good content youtube.com/@TrelisResearch?si=oM1o4NaE30h2nI4y and learning wise all of Lex Fridman youtube.com/@lexfridman?si=yHJb1O-mzDYqS6c1
twilio is free to setup signup even give you test $. buck a month fotr a number. vapi is probaby free to get going very cheap to keep up. whatsapp looked local gpt->api powered maybe.
Hi Jason , great content , I just have one remark concerning the demo , the video is being cut it would be really nice if it was left intact just to have an idea of the latency , otherwise nice video
One effective usage for voice agents, for now is for incoming calls for leads coming in from ads, or website/social media. They have a real interest in the product/service beforehand. This is a viable use. As for cold calls - I do not think they are ready yet.
This is awesome. I've seen a bunch of Voice AIs and all of them have terrible latency issues as well as obvious AI voices. Using Groq to get the latency way down and custom voices with PlayHT solves both issues. Thanks for sharing!
As far as I know from the All in Podcast, “Groq” isn’t particularly made to be the LPU or language processing unit. It was build as a very parallel processor and had little use case until it was a perfect fit for LLMs. The brown skinned dude from the podcast owning a stake in the “Groq” company, also explained, that they didn’t have a compiler as in Nvidias Cuda, thus they build one in the last year. As the company was working on the idea for a while. It is more like the use case fits the product. LLMs definitely don’t exist long enough, that it was specifically made for it. So even as the LPU might be an adequate description right now: It rather looks like the chip picked up that profession, when growing up/maturing. Perfect timing interval for success: -Later and we would see another chip taking the spotlight, even if a little later. -earlier and the company might have bankrupted, if no use case were to be found
The company wasn't built for LLM's , mostly for providing processors specifically for Machine Learning use cases. The LLM wave was just something they were uniquely in a strong position to pursue, so they made a small natural pivot.
Hesu, Jason The best channel You grew so much Since the first video I love this moment Where I am like, Opening the feed, Oh okay, Jason released a new video, "Well, it's probably _Good As Always_". ... Proceed to watch ... ABSOLUTE PERFECTION HANDS DOWN MAJESTIC INFORMATION BOILED DOWN LIKE A BOOSTED MONKEY ANIMAL YOU ARE NEVER HAVE I SEEN THINGS PUT IN THAT MANNER TOGETHER MUCH HARMONY STRONG BALANCE RESONANCE LEVEL? DEEeeeeee eeeeeeeeeee eeeeeP. From the Bottom of my heart, With Love & Respect Ivan
"At the same time we respect your privacy and so you can opt-out by choosing HIPAA Compliance. This does have its own drawback in the sense that you will not be able to access the logs, recordings or transcriptions of the call." ok thats a huge shame
If we can get ai bots to do this, surely we can get them filling up the comments sections of yt videos too with sensible yet gratuitous, meaningless, insincere comments. Get after it guys!
They have been filling it up, along with all Social media, especially Twitter, oh and dating sites for a long time. Twitter is probably the worst. But Sorry fellas, you’re paying for a dating membership because of the AI girls they gave you. Happy for all the good relationships found from dating sites.
@@amrdeabes6338 search up Neuro-sama it’s an AI vTuber that finish 2023 as the most popular, female streamer, even though she’s an AI the way, she talks and responds is insane and her creator Vetle put in a lot of work until the code. And I’m almost certain he didn’t use a large language model.
Awesome tutorial! The output seems to be conversation-aware. How can I train the voicebot so it will handle questions, and scripted answers the way I want it to? Would this be done in Groq? Your fitness caller did a great job and asked relevant questions to qualify you and give her an idea of where to go with the conversation...and the focus was on helping you and sales. Keep up the great work! I'm going to watch your video on how you built AI Agents for Research.
I think it'd be very cool to use this for on-demand mini language lessons. Imagine before you go into any situation where you will be able to use your target language you can set up a quick call with the AI and have it role-play a conversation with you. And you could iteratively improve your language skills per situation. And have transcripts to further work on with your flesh and blood language teacher.
It's not a new concept, LPU has been existent since GPU.. the thing with Groq is they have dedicated chips for LPU. You train with GPU, and execute LLMs with LPUs.
As much as exciting Groq is in voice ai.LPU may also help in video generating ai models like sora. since sora uses the same structure as llm. i believe it will help create videos faster and longer.
I'm excited to share my thoughts about Sora Pika Labs' Runway ML and other amazing tools like Synthesia, Speechify, Suno plug-in, Copilot, Grok-1, Claude Opus, Gemini Ultra, ChatGPT, and more. Stay updated!
Please check your view with the name " "okay, but I want GPT to perform 10x for my specific use case" - Here is how ". A lot of people, including me, can't work with the code. There are mistakes in it. Just choose a T4 GPU and you'll figure it out for yourself. Thanks for your attention
Do another application that shows real-time speed to do something that no body expects. Maybe like super fast poker bot/trading analysis/ etc something that is massive but done in 1 sec
Notice the cut after he says something and then the AI responds? It’s not actually responding that quickly. It probably take a second or two but he is cutting the video to make it look like it’s responding instantly. I’ve built demos like this before and the hardest part is getting a low Time to first audio to make it sound realtime. It’s extremely hard.
What are the use cases you want to see me building with Groq?
Are you working for groq now?
I need a ai girlfriend
Personal agent that ‘sees’ zpwhat you do on your computer / phone and helps with it. (By sending a screenshot to it)
Doing literally anything requiring intelligence beyond a basic best-case simple script.
I have worked with a non-profit that helps with Fair housing problems. I think a good use case would be receiving calls for a business and helping the customers understand if they are having a real fair housing problem.
Would Groq be able to receive phone calls?
My first thought is how can we use this for scam baiting? We just need an elderly person's voice option to make the call and then prompt the AI to waste the scammers time talking about gift card activation codes.
Until the AI conjures up real credit card information from within its data and then some unfortunate persons life savings are gone 😢
@@venim1103 yeah nah mate.
i like this idea!
i suppose it is the other way around^^ natural speaking "people" will now scam old persons
It still costs tokens tho
Thanks, Jason for the great work!
Thanks a lot mate!
@@AIJasonZ use the ai to order pizza
🎯 Key Takeaways for quick navigation:
00:32 *🧠 Introduction to Groq's LPU (Large Language Model Processing Unit)*
- Introduction to Groq's LPU architecture designed specifically for AI inference.
- Explanation of the need for LPU in large language model inference.
- Comparison between LPU and other processing units like CPU and GPU.
05:37 *🔍 Comparison between CPU and GPU*
- Description of CPU as the central processing unit and its limitations in parallel computing.
- Explanation of GPU architecture, parallel computing power, and its expansion beyond gaming.
- Illustration of the difference between CPU and GPU through a painting demonstration.
06:05 *🔄 Limitations of GPU in Large Language Model Inference*
- Discussion on the limitations of GPU in handling large language model inference.
- Explanation of the complexities in achieving sequential execution on GPU.
- Overview of the latency issues and the need for complex control mechanisms.
09:47 *🚀 Groq's LPU Architecture and Performance Benefits*
- Introduction to Groq's LPU architecture designed for sequential tasks and low latency.
- Explanation of the simplified architecture and shared memory advantages.
- Discussion on the predictability and performance gains achieved with Groq's LPU.
11:37 *🗣️ Applications of Fast Inference Speeds*
- Exploration of potential applications such as real-time voice AI for natural conversations.
- Discussion on the reduction of latency enabling smoother interactions.
- Demonstration of real-time voice AI and its impact on user experience.
13:17 *🖼️ Utilization in Image and Video Processing*
- Highlighting the effectiveness of Groq for real-time image and video processing.
- Demonstration of image processing capabilities for various applications.
- Discussion on unlocking consumer-facing use cases with fast inference speeds.
14:40 *🤖 Building Real-time Voice AI with Groq*
- Discussion on building outbound sales agents using real-time voice AI.
- Introduction to platforms like Vee for integrating voice AI into applications.
- Demonstration of setting up a real-time voice AI assistant using Groq's model.
00:00 *📞 Setting Up Real-time Voice AI Cold Call Agent*
- Setting up a real-time voice AI cold call agent using Groq technology.
- Integration of voice AI capabilities into existing agent systems.
- Configuring API calls and server URLs for seamless communication between systems.
19:18 *🛠️ Integrating Real-time Voice AI with Existing Agent Systems*
- Demonstrates how to integrate real-time voice AI with existing agent systems.
- Setting up agent tools for making phone calls and receiving transcriptions.
- Configuring metadata and webhooks for seamless communication between platforms.
20:41 *📞 Configuring Call Functionality and AI Assistant*
- Configuring call functionality within agent systems for real-time voice AI interaction.
- Setting up dynamic message generation and personalized interactions.
- Defining schemas, URLs, and metadata for effective communication between systems.
Made with HARPA AI
This is one true gem of a video that focusses more on the use case. Thank you for breaking down the concepts really well and showing us demo of it's capabilities
Yes because we all want more cold calls from sales bots.
came here to also say this. Yech... Leave the calling to the humans, everything automated should have been an email.
Sure but what about more cold calls from better sales bots?
@@hiandrewfisher
Sales bot or human, what ever company still thinks in our time that cold calling is the way to go, is beyond the point of saving, and it should go bankrupt, for its own stupidity. The bots will just speed up that process.
@@nikolaizaicev9297i make 100k a year off of coldcalls
@@nikolaizaicev9297amen to that
Creating a UI questionnaire for non coder types to build applications to solve problems. Mostly business applications that might otherwise require a developer or consultant.
hey great video - can you do a full walkthrough of relevanceai and how you set that agent up as its not possible to follow from your video as looks like you had some pre defined steps in there thanks or drop and drop a link to the code you used to build this? thanks
great video, Jason! thank you for the insigths on how to build these flows
These are amazing use cases!! Lowering the barriers of entry to do high quality business associated with big companies!!
Thanks Jason
This is really interesting. Thanks for the sharing Jason.
Its easy to see this will replace all callcenters very soon. I assume they originally developed this chip for the new Tesla Autopilot software, that is mainly AI/video based.
The phone number thing is interesting... makes me fantasize about being able to have this as a replacement for the "leave a message after the beep" answering machines for your mobile if you don't get a call. A lot of people find leaving a message without having a conversation really awkward, so if you could instead connect to an AI assistant like this that actually talks to you, you could leave better messages, and the AI can summarize the conversation and leave you a txt message of the contents, or just leave their own summarized voice message.
nobody listens to answerfone messages, not since abourt 2007 id say haha
That’s a super amazing idea. Build it! You will become rich lol
You just described an AI secretary and yes this would be an amazing tool. Build it !!
With all this current technology it is possible to create a really cool AI girlfriend. And highly customizable.
@@abandonedmuse Launched it today and I'm still not rich lol
You're incredible. Thanks for this Demo, Jason Sensei.
They even added vocal fry to the woman’s voice for realism. * slow clap *
2:55 "In every frame 2 million pixels have to be generated"
This guy broke down graphics in a way that made sense, for the first time in 20 years.
Good for you ✌
isnt true dough, it just needs to get the pixels who are changing. And you dont render every pixel alone, but in object for object.
@@danielchoritz1903 In graphics you are rendering every pixel. You're talking about video codecs, whole different ballgame.
Why are there cuts every time before the agent answers in the final demo? Was she perhaps taking more time to respond than video shows?
Looked like there was some cuts between when you finished speaking and when the bot starts speaking. Can we see the actual unedited version? I've had issues with groq getting to the first token.
I can't trust anything anymore! The demo in the end is very impressive
This is so powerful but also scary, what the world will look like in 12 month, when all the communication are driven by AI?
you would be busy scratching your balls, while AI does everything else.
17:17 That is so fast and seamless. Super cool.
Many thanks for never bothering to define what LPU is an actual acronym for.
Loved this Jason!!! Thank you
How wonderful, this is bound to improve trust among people and all of our lives. This is the best thing that science has wrought since industrialized warfare. Thank you, technology.
I'll have to try this. I managed to get very fast, close to realtime speech with the chatgpt api using a few queues and a local text to speech. The slowest part was the actual speech to text processing i believe. I was using whisper before they added all the new upgrades to the gpt api (this was when gpt3.5 just came out basically).
It just processed two sentences to speech and put out the audio while it provessed the next sentences. The issue was that twilio made it very difficult to work with this since I needed to make it a stream and that required some realtime communication protocol that worked over phone, so i just stopped and had my own little chat assistant. Im a weeb. It was an anime girl ai assistant.
We did this too, some of the audio engines even give an output that tells you the realtime factor -> if it's less than one, it means you can generate the sentences faster than they can be spoken! Basically we used a queue and pipe-lining to reduce the mean time to first output.
I don't think you need these LPU things unless you're trying to use an online service that just bulk process a bunch of sentences.
super @@ultimape
Another awesome video with great presentation and overview ,i give your video's example to many to make them understand how to educate viewer abour particular thing and tell about what,why,how and then implement things in easy way possible.
Keep feeding us quality content buddy :-))
the thumbnail of this video is really cool, the text looks like it sticks out.
WOW! Amazing tutorial. Top 3 I've watched ever! Keep up the great work! 🎉
what other two?
Tell us what other two asap ! Why are you treatening us like that.
I would say Trelis Research has good content youtube.com/@TrelisResearch?si=oM1o4NaE30h2nI4y and learning wise all of Lex Fridman youtube.com/@lexfridman?si=yHJb1O-mzDYqS6c1
Seems like my replies to the questions were deleted by TH-cam 😑
Can't wait to try this on some use cases I have in mind :D Great video as usual ;)
The Sales Agencies after watching this video: „Ah f*** this sh*t, let‘s learn some new skills“
😂😂😂😂😂😂😂😂😂
I'd love to know how much it cost for the demo you created in the video. There were a lot of parts there.
twilio is free to setup signup even give you test $. buck a month fotr a number. vapi is probaby free to get going very cheap to keep up. whatsapp looked local gpt->api powered maybe.
Hi Jason , great content , I just have one remark concerning the demo , the video is being cut it would be really nice if it was left intact just to have an idea of the latency , otherwise nice video
wow man this is incredible... holy molly!
Why are you edited your final demo to make responces appear faster than they actually are?
Thanks Jason for the good work.
One effective usage for voice agents, for now is for incoming calls for leads coming in from ads, or website/social media. They have a real interest in the product/service beforehand. This is a viable use. As for cold calls - I do not think they are ready yet.
So not quite there yet or reliable enough but getting closer. Thanks for these insights!
Thanks for this awesome content, first time on your page but this is great and simple to follow and understand!
This is awesome. I've seen a bunch of Voice AIs and all of them have terrible latency issues as well as obvious AI voices. Using Groq to get the latency way down and custom voices with PlayHT solves both issues. Thanks for sharing!
As far as I know from the All in Podcast, “Groq” isn’t particularly made to be the LPU or language processing unit. It was build as a very parallel processor and had little use case until it was a perfect fit for LLMs.
The brown skinned dude from the podcast owning a stake in the “Groq” company,
also explained, that they didn’t have a compiler as in Nvidias Cuda, thus they build one in the last year.
As the company was working on the idea for a while. It is more like the use case fits the product.
LLMs definitely don’t exist long enough, that it was specifically made for it.
So even as the LPU might be an adequate description right now:
It rather looks like the chip picked up that profession, when growing up/maturing.
Perfect timing interval for success:
-Later and we would see another chip taking the spotlight, even if a little later.
-earlier and the company might have bankrupted, if no use case were to be found
The company wasn't built for LLM's , mostly for providing processors specifically for Machine Learning use cases. The LLM wave was just something they were uniquely in a strong position to pursue, so they made a small natural pivot.
Thank you for covering this, we are building AI Applications using groq. Fast, cheap, and reliable.
Hesu, Jason
The best channel
You grew so much
Since the first video
I love this moment
Where I am like,
Opening the feed,
Oh okay, Jason released a new video,
"Well, it's probably _Good As Always_".
...
Proceed to watch
...
ABSOLUTE PERFECTION
HANDS DOWN
MAJESTIC
INFORMATION BOILED DOWN LIKE A
BOOSTED MONKEY ANIMAL YOU ARE
NEVER HAVE I SEEN
THINGS PUT IN THAT MANNER TOGETHER
MUCH HARMONY
STRONG BALANCE
RESONANCE LEVEL?
DEEeeeeee
eeeeeeeeeee
eeeeeP.
From the Bottom of my heart,
With Love & Respect
Ivan
It will be something when ai can interrupt into a conversation correctly.
I wonder how many "Nigerian Prince" this thing could run in parallel? 🤔🤭
😂😂😂😂😂😂
Great share. Seriously grateful for creators like you!
Awesome video, would recommend blurring out your whatsapp next time tho, just to make sure no pranksters mess with your friends.
Agreed!
grok grok groq, groq groq groq. how did you build the whatsapp integration on relevanceAI? i dont see the option
groque :)
The highly-anticipated tool use (aka function calling) feature for Groq API was released last week!
"By Default Vapi records your calls, logs or transcriptions for the purpose of improving the quality of the service. " thats for that
"At the same time we respect your privacy and so you can opt-out by choosing HIPAA Compliance. This does have its own drawback in the sense that you will not be able to access the logs, recordings or transcriptions of the call." ok thats a huge shame
In 5 years, it will be unthinkable for inference layer to not record and keep data flowing through it.
No, it will always be unacceptable.
Great video, but just to clarify: GPU is Graphics Processing Unit not General Purpose Unit
This is great but I just saw you cut the latency between your voice and the AI voice
As a non-dev, I am _so_ looking forward to tools like these.
Amazing!
I need one acting as my office assistant answering my phone calls.
I can build it for you for some money. Would you like that?
Good stuff! Keep it up
Love this Jason, keep'em coming !!
do you know any AI service that can fully interact with a browser, meaning using doing amazon reserach for me
Excellent video! Keep up the good work.
Really great synopsis
Great video, would be awesome if you could make one video of building a wrapper like this from scratch 😀
Even if you are misleading with the idle cut times on the demo its impressive.
How did you connect relevance AI with whatsapp? i cant seem to do it
If we can get ai bots to do this, surely we can get them filling up the comments sections of yt videos too with sensible yet gratuitous, meaningless, insincere comments. Get after it guys!
They have been filling it up, along with all Social media, especially Twitter, oh and dating sites for a long time. Twitter is probably the worst. But Sorry fellas, you’re paying for a dating membership because of the AI girls they gave you. Happy for all the good relationships found from dating sites.
This makes what Vedal achieved with Neuro-sama even more impressive. He did all of that with pure code without any LLM or LPU
what do u mean ?
@@amrdeabes6338 search up Neuro-sama it’s an AI vTuber that finish 2023 as the most popular, female streamer, even though she’s an AI the way, she talks and responds is insane and her creator Vetle put in a lot of work until the code. And I’m almost certain he didn’t use a large language model.
@@amrdeabes6338 search Neuro-sama, she’s an AI vTuber
It will not be intelligent just logical there is a difference. Read up Ai version 101
Thank you for detailed, informative content 10/10
Awesome tutorial! The output seems to be conversation-aware. How can I train the voicebot so it will handle questions, and scripted answers the way I want it to? Would this be done in Groq? Your fitness caller did a great job and asked relevant questions to qualify you and give her an idea of where to go with the conversation...and the focus was on helping you and sales. Keep up the great work! I'm going to watch your video on how you built AI Agents for Research.
God my manifestation skills went through the roof this time. Only 7 minutes from process start until this video magically materialized.
I think it'd be very cool to use this for on-demand mini language lessons. Imagine before you go into any situation where you will be able to use your target language you can set up a quick call with the AI and have it role-play a conversation with you. And you could iteratively improve your language skills per situation. And have transcripts to further work on with your flesh and blood language teacher.
1:31 "I haven't do exercise at all for the past 3...or 6 months..." 😂
It's not a new concept, LPU has been existent since GPU.. the thing with Groq is they have dedicated chips for LPU. You train with GPU, and execute LLMs with LPUs.
Great explanation and example. Thank you very much.
amazing stuff 💯
that intro was gold
I loved your video!
Hey Jason thank you for sharing ! Any ressources on connecting relevance ai to WhatsApp Business?
I can’t wait for this technology to get better. I need AI agents to for sales 😊
It's good enough now, why wait.
Can’t wait to watch this
As much as exciting Groq is in voice ai.LPU may also help in video generating ai models like sora. since sora uses the same structure as llm. i believe it will help create videos faster and longer.
good demo
Is it legal to name your llm after grok and switch the last name? Dibs on OpenAL
Awesome job man
Thank you for the background information reviews you provide.
Awesome Video
The jump cut at the end make me question how responsive this is. After every question, time was trimmed to not show the lagged AI response.
This is great video. Can we also try openAI realtime API for voice interaction directly?
I'm excited to share my thoughts about Sora Pika Labs' Runway ML and other amazing tools like Synthesia, Speechify, Suno plug-in, Copilot, Grok-1, Claude Opus, Gemini Ultra, ChatGPT, and more. Stay updated!
Please check your view with the name " "okay, but I want GPT to perform 10x for my specific use case" - Here is how ".
A lot of people, including me, can't work with the code. There are mistakes in it.
Just choose a T4 GPU and you'll figure it out for yourself.
Thanks for your attention
Wow. Great information. Thank you for sharing!
Do you have a video where I can learn how to create an agent like the CrazyFitnessGym Sales in Relevance AI ?
This was really good. Thank you J! I have a use case for HR.
yeah you’re gonna blow up bro 🎉 great video
That sounded JUST like you were talking to a real person! 😮
did it f
lol no it didn't
No
@@fredfred2363😋
Helluva a channel you’re growing here big dawg! Keep up the good work!
Do another application that shows real-time speed to do something that no body expects. Maybe like super fast poker bot/trading analysis/ etc something that is massive but done in 1 sec
Eleven labs conversational voice is so good for this. You should do it.
Great Video! Thank you! Ist IT possible only for WhatsApp to write with the customers?
Well done. It could be helpfull for custommer support actions
Are the tools used ge are free of cost?
Or should we pay cartain amount of money for each ai tools?
Notice the cut after he says something and then the AI responds? It’s not actually responding that quickly. It probably take a second or two but he is cutting the video to make it look like it’s responding instantly. I’ve built demos like this before and the hardest part is getting a low Time to first audio to make it sound realtime. It’s extremely hard.
This is why I subscribed!
Hey quick question can I create voice call bots with flowise? AND IF not what can I use? Will something like rivet ai work or??? Please help me boss