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21 күн бұрын
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@narasimhansriram1 9 күн бұрын
Do we have any 1 single embedding model for multiple modalities like text + image + video ? If we want to do similarity search for multiple modalities, which embedding model would be relevant and can we store and retrieve from same vector db ?
@implumjai 12 күн бұрын
I need help
@nandanayak-f2g 13 күн бұрын
Nice and informative. I don't see this project available in singlestore gallery. Is it possible to add please
@mainbal1789 14 күн бұрын
This was an amazing session with EXTREME value. Thank you so much.
@SingleStore 14 күн бұрын
Glad you liked our webinar. Thanks for attending.
@diagonjope9735 14 күн бұрын
Great video! You guys should do more of these.
@yashvoladoddi37 14 күн бұрын
32:13
@JonMcClung 20 күн бұрын
Isn't the result cached when you do the second query? It's clearly fast, but I feel like it would be more accurate to show the time from the first query.
@bharat1031 26 күн бұрын
Wow this demo is awesome!
@bharat1031 26 күн бұрын
Wow this demo is awesome!
@MOHITJ83 26 күн бұрын
Is it possible to do the same real time streaming dashboard with Power BI and singlestore
@suman14san Ай бұрын
Can you add all the Prof Tom's lectures in one Playlist. Thanks so much for sharing this.
@ShivamPradhan-c1x Ай бұрын
56:00 that sounds really helpful.
@SingleStore Ай бұрын
Thanks!
@voyagershahab Ай бұрын
Thank you so much for providing the video, i sadly missed the session
@SingleStore Ай бұрын
No worries! Now you have the video and try the things shown in the session.
@aftabumar8240 Ай бұрын
Thanks Akmal for the wonderful session on Vector Intro. By far the best understood session I attended. Exceptional Q&A, thanks Yukthi. Highly recommended. Singlestore platform compliments the much needed interface between the Google & its AI version
@SingleStore Ай бұрын
Glad you liked it! Will convey your message to Akmal. Thanks for attending the session.
@tamilil-1857 Ай бұрын
Can you provide the Notebook?
@ramanshrivastava5916 Ай бұрын
why not try finetuning the GPT model with your labelled dataset and re-look at the results ?
@adebolarahman9885 Ай бұрын
I agree, that's worth trying
@ahmedkhan25 2 ай бұрын
Amazing stuff
@SingleStore Ай бұрын
Thanks for the support!
@vasantpujar7574 3 ай бұрын
Guys where do I get the code repo ?
@SingleStore Ай бұрын
You can find the webinar tutorials here - github.com/singlestore-labs/webinar-code-examples/tree/main
@ShujaSohrawa 3 ай бұрын
very relevant
@SingleStore Ай бұрын
Glad you liked the session. Thanks
@mu_haris 3 ай бұрын
Very interested in seeing how agents work in marketing
@SingleStore Ай бұрын
We will have more such webinars coming up. Thanks!
@SarveshGupta-v1n 3 ай бұрын
Loved this topic, would love to see more use-cases with Agents next!
@SingleStore Ай бұрын
Yes, hope you are enjoying all our webinars. We always choose topics that are highly recommended you guys.
@felicialynch35663 3 ай бұрын
Great insights shared in this video about tackling data challenges. I've found that having tools like Myko Assistant can make a remarkable difference, especially when you need deep internet searches or detailed professional profiles. It truly complements what platforms like ZoomInfo offer, allowing for quicker access to vital information without the hassle of setup.
@kostas_x 3 ай бұрын
This video deserves a million views. Professor Tom Yeh's method is incredibly intuitive and beginner-friendly.
@SingleStore Ай бұрын
Yes, Professor Tom Yeh's sessions are just amazing. His teaching style is just unique and easily understandable.
@michaelz8390 3 ай бұрын
Awesome video!! 🎉. 50% cost savings is crazy!!! #singlestore
@SingleStore 3 ай бұрын
It really is! Please sign up & experience the SingleStore performance and speed.
@conveyour 3 ай бұрын
Thank you for all your support SingleStore team!
@SingleStore 3 ай бұрын
Welcome to the SingleStore team!! 🔥 Thank you Stephen Rhyne for choosing SingleStore. We admire and share your commitment to ongoing innovation, and are glad to be part of the solution!
@mrinal_raj 3 ай бұрын
I came here looking for Proff TomYeh. His deduction skill excites me to learn AI
@SingleStore 3 ай бұрын
Yes, we are also glad to have him.
@thannon72 3 ай бұрын
What an absolute peanut bringing up abortion rights. Just make good product, don't be political
@pushkarwani6099 4 ай бұрын
Firstly, great video! I really appreciate the efforts put in by the SingleStore team. Can you share the GitHub repository? Will this code work for converting a video recording of a person to text, performing text-to-speech conversion, and generating vector embeddings?
@SingleStore 4 ай бұрын
Thanks for your support and kind words. Yes, here is the GitHub link you can try: github.com/singlestore-labs/webinar-code-examples/blob/main/CLIP.ipynb
@CodeZen 4 ай бұрын
Great content. thanks a lot for sharing.
@SingleStore 4 ай бұрын
Glad you enjoyed it! Keep supporting
@realCleanK 4 ай бұрын
Thank you!
@SingleStore 4 ай бұрын
You're welcome!
@gab-bag 4 ай бұрын
It would be excellent if Professor Tom Yeh could host a webinar every week. His content is outstanding, and he excels at providing the intuition needed to understand the subject. Thank you Professor, thank you SingleStore
@SingleStore 4 ай бұрын
Sure, we will have him whenever he is available as a presenter in our upcoming webinars. We love his content too. Thanks 😊
@saiteja595 4 ай бұрын
Can you share the notebook/github link.?
@SingleStore 4 ай бұрын
Hi, you can find it here: www.singlestore.com/spaces/how-to-build-a-multi-agent-ai-app-with-auto-gen/
@GabrielMadichie 4 ай бұрын
Interesting.
@SingleStore 4 ай бұрын
Thanks for attending our webinar.
@shivamandfriendsreact4089 4 ай бұрын
thanks for this information
@SingleStore 4 ай бұрын
Glad it is helpful. Keep supporting our webinars. Thanks 😊
@ryanmoeller2410 4 ай бұрын
Amazing Tech 💯
@SingleStore 4 ай бұрын
Glad to know you liked the content.
@RubiMazaki 4 ай бұрын
This was a most detering long commercial to a probably good product.🎉
@omogbareekpenga3604 4 ай бұрын
This is interesting
@SingleStore 4 ай бұрын
Thanks 😊. Keep watching and supporting our weekly webinars.
@ninaddeshmukh6312 5 ай бұрын
great presentation, I am also an electrical engineer. In India we are working on the similar type of power load forecasting.
@SingleStore 4 ай бұрын
Amazing. Thanks for attending our session. Glad to know you are working on similar type of power load forecasting.
@professork1984 5 ай бұрын
I've learned so much!
@SingleStore 5 ай бұрын
We are glad to know that you found our videos to be helpful. You can check out our other videos on the channel and also sign up for our upcoming webinars wherein you will get a lot to learn from the world of Databases, Gen AI, LLMs and much more. In case you loved this webinar and want more such amazing ones you can sign up for our upcoming webinars from here - bit.ly/singlestorewebinars
@michellepace 5 ай бұрын
Hi Singlestore, thank you for this demo - it is the first time I’ve heard of singlestore. As I’m not that technical, I’m battling to understand what singlestore brings beyond just working in AWS? If you could perhaps just reply with a brief answer and also refer me to a url with an in-depth answer?
@SingleStore 5 ай бұрын
Hi Michelle, thanks for attending our webinar. We do weekly webinars on many interesting topics related to Data/AI/ML, etc. To your question on SingleStore, it is a modern cloud-based relational and distributed database management system that specializes in high-performance, real-time data processing. SingleStore can handle both transactional (OLTP) and analytical (OLAP) data workloads efficiently. SingleStore has some amazing integrations with today's popular AI frameworks such as Langchain, LlamaIndex etc. Supports both SQL and Python and all types of data types which makes it the only database every organization can have instead of having different types of databases for different types of workloads. It's designed for data-intensive applications and is known for its speed in data ingest, transaction processing, and query processing. Anybody can start using SingleStore in a minute or so as it is very easy to set up a cloud account. There is lot more SingleStore can do. I suggest you please visit our website and explore more through our tutorials. Thanks:)
@bodasuman1851 5 ай бұрын
I want to understand how exactly the numbers are given (i.e embedding) for words or sentences. Do we initialize random numbers first and do optimisation via back propagation. Can anyone share some references related to that. Happy if we get a video from the singlestore on this topic. Thanks in advance🙏.
@SingleStore 5 ай бұрын
Hi Suman, thanks for attending our webinar. So, the process is, the large amounts of data gets chunked into small pieces first with an embedding model (such as text-embedding-ada-002) and these small chunks are assigned with a numerical value known as embeddings. We do this so the machines can understand and contextually place the similar objects together in a vector database. So we can have word embeddings, sentence embeddings, audio embeddings, video embeddings. We need an embedding model to convert the data type into embeddings. There are many embedding model providers such as OpenAI, Cohere, Hugging face, etc.
@bodasuman1851 5 ай бұрын
Very insightful. Please can you also make a video on how actually the numbers are provided i.e embedding vector from text corpus.
@SingleStore 5 ай бұрын
Sure, will do. Thanks for attending our webinar.
@delali1900 5 ай бұрын
Some feature engineering to include context (using ngrams, length of words in report, etc) could definitely improve the performance of the logistic model
@SingleStore 5 ай бұрын
Thanks for attending our webinar and adding your comment for model improvement.
@vsvg8 5 ай бұрын
what are the prerequisites required to watch this video?
@SingleStore 5 ай бұрын
Hi, so there are no any pre-requisites required to watch this video. Think this video content as a stepping stone towards your AI journey in understanding this highly popular approach known as Retrieval Augmented Generation (RAG). RAG is an approach to reduce/mitigate the LLM hallucination by attaching the model with an external knowledge source. So, the LLM retrieval can be easy and efficient.
@rajez.s7157 5 ай бұрын
It was really a good one. Starting to learn LLMs just now and it is a nice and simple one. I like it.
@SingleStore 5 ай бұрын
Great to hear that! We have several Webinars around LLMs that you can find on the KZbin Channel. Do subscribe and hit the bell icon so you won't miss out on exciting and informative content from the world of AI, LLM, Generative AI and much more. In case you loved this webinar and want more such amazing ones you can sign up for our upcoming webinars from here - bit.ly/singlestorewebinars
@johncult6948 5 ай бұрын
Amazing intro to GenAI. Thanks for making these concepts clear
@SingleStore 5 ай бұрын
Hi John, thanks for attending our webinar.
@paulocristianoklein9972 5 ай бұрын
Are you able to share some sorce code from the demo?
@SingleStore 5 ай бұрын
You can find it over here from the Github Link - github.com/rohitbhamidi/singlestore-compete/blob/main/concurrency.ipynb
@Sneh-Chauhan 5 ай бұрын
The best video I've seen on KZbin for RAG. Thanks Tom for the amazing content and thanks to SingleStore as well for hosting such amazing webinars.
@SingleStore 5 ай бұрын
Glad to know that you enjoyed the webinar and found it helpful! In case you loved this webinar and want more such amazing ones you can sign up for our upcoming webinars from here - bit.ly/singlestorewebinars
@SuperMisstee 5 ай бұрын
brilliant
@roberthendrickson724 5 ай бұрын
I'm loving this demo. struggling with dependency hell on the pip installs. clearly it's working for you on py 3.10.8. could you advise what your working setup / install script looks like? I'm using pyenv? thanks!
@SingleStore 4 ай бұрын
Hi, here is the requirements.txt with the versions to the GitHub: github.com/ayushpai/GPT-4o-Assistant/blob/main/requirements.txt