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An AI practitioner wants to use a foundation model (FM) to design a search application. The search application must handle queries that have text and images.
Which type of FM should the AI practitioner use to power the search application?
Suggested Answer: A
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39 comments · newest first
EL
Eleonore
11 months ago
Totally agree with Dorothy, multi-modal is the way to go!
LE
Lettie
11 months ago
Wait, can a single model really handle both text and images?
KI
Kimberely
11 months ago
No way, it has to be multi-modal!
TA
Tamekia
11 months ago
I think a text embedding model could work too.
DO
Dorothy
12 months ago
Definitely a multi-modal embedding model!
LO
Lonna
12 months ago
I remember studying that text embedding models are great for text-only tasks, so they probably wouldn't work here. A seems like the best fit, but I'm still a bit unsure.
RY
Ryann
1 year ago
I feel like I might be confusing the models, but I thought multi-modal generation models were more about creating content rather than searching.
JA
Jacinta
1 year ago
I'm not entirely sure, but I remember a practice question where we discussed how text and image data need to be processed together, which makes me lean towards A as well.
MA
Marion
1 year ago
I think the answer might be A, the multi-modal embedding model, since it can handle both text and images together.
CH
Charlesetta
1 year ago
I'm pretty confident that the answer is A, a multi-modal embedding model. This type of model is specifically designed to work with both text and images, which is exactly what the search application requires.
AR
Ardella
1 year ago
Okay, let's see. The key here is that the search application needs to handle both text and images. So I believe a multi-modal embedding model would be the most appropriate choice to capture the relationships between the text and visual information.
MA
Mariko
1 year ago
Hmm, I'm a bit unsure about this one. I'm not entirely familiar with the different types of foundation models and their capabilities. I'll need to think this through carefully.
AZ
Azzie
1 year ago
This seems like a straightforward question. I think a multi-modal embedding model would be the best choice to handle both text and image queries.
QU
Quiana
1 year ago
Okay, let's see. The key server downloads encryption keys and maintains encryption policies - those seem like the two main purposes based on the options provided.
MA
Margo
2 years ago
Wait, is the answer E) All of the above? I mean, why limit yourself to just one type of model when you can use them all!
SH
Shenika
2 years ago
C) Multi-modal generation model could also be a good option for combining text and images in the search application.
RE
Remona
2 years ago
B) Text embedding model could work too, but it might not be as versatile as a multi-modal model.
RO
Rosalia
2 years ago
A) Multi-modal embedding model sounds like the best choice for handling both text and images.
HA
Hassie
2 years ago
Haha, I bet the answer is D, an image generation model. That would be hilarious, but probably not very useful for this search app.
TO
Tom
2 years ago
Maybe it's a combination of A and B for both text and images.
MO
Moon
2 years ago
I'm leaning towards B, a text embedding model.
SA
Samira
2 years ago
No way, it has to be C, a multi-modal generation model.
JU
Judy
2 years ago
I think the answer is A, a multi-modal embedding model.
SH
Sherell
2 years ago
I'm not sure, but I think the answer might be B, a text embedding model. Isn't that what most search engines use these days?
LU
Lucina
2 years ago
Yeah, I agree with Lucina. Text embedding models are commonly used in search engines.
BR
Brandon
2 years ago
I'm not sure, but I think the answer might be B, a text embedding model.
LA
Layla
2 years ago
Actually, I think B, a text embedding model, would be the best choice for this search application.
MA
Marg
2 years ago
I disagree, I believe the correct answer is C, a multi-modal generation model.
AN
Andra
2 years ago
I'm not so sure about that. I believe it might be C, a multi-modal generation model.
HE
Hermila
2 years ago
I think the answer is A, a multi-modal embedding model.
RO
Rosann
2 years ago
I think the answer is A, a multi-modal embedding model.
CA
Cathrine
2 years ago
I think a text embedding model might not be sufficient for handling both text and images in the search application.
JO
Josphine
2 years ago
I believe a multi-modal generation model could also be a good option for this scenario.
AN
Annette
2 years ago
I agree with Marjory, a multi-modal embedding model can handle both text and images in the search application.
BE
Beata
2 years ago
I'm leaning towards A, a multi-modal embedding model. That sounds like it would be able to handle the text and image queries the best.
GE
Georgene
2 years ago
Hmm, this one's a tricky one. I think the answer is C, a multi-modal generation model. It's the only one that can handle both text and images, right?
YV
Yvonne
2 years ago
Yes, a multi-modal generation model is designed to handle multiple types of data like text and images in a search application.
GE
Geraldine
2 years ago
I agree, a multi-modal generation model would be the best choice for handling both text and images.
MA
Marjory
2 years ago
I think the AI practitioner should use a multi-modal embedding model.