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Salesforce Certified Agentforce Specialist (AI-201) Exam - Topic 2 Question 8 Discussion

Posted by Dustin on Apr 05, 2025 at 12:15 AM

Universal Containers wants to use an external large language model (LLM) in Prompt Builder.

What should An Agentforce recommend?

Suggested Answer: B

Bring Your Own Large Language Model (BYO-LLM) functionality in Einstein Studio allows organizations to integrate and use external large language models (LLMs) within the Salesforce ecosystem. Universal Containers can leverage this feature to connect and ground prompts with external LLMs, allowing for custom AI model use cases and seamless integration with Salesforce data.

* Option B is the correct choice as Einstein Studio provides a built-in feature to work with external models.

* Option A suggests using Apex, but BYO-LLM functionality offers a more streamlined solution.

* Option C focuses on Flow and External Services, which is more about data integration and isn't ideal for working with LLMs.


Salesforce Einstein Studio BYO-LLM Documentation: https://help.salesforce.com/s/articleView?id=sf.einstein_studio_llm.htm

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38 comments · newest first
RA
Raelene 11 months ago
Option C could work, but it might complicate things too much.
LU
Lucina 11 months ago
I disagree, option A seems more flexible for custom needs.
MA
Matthew 11 months ago
Surprised that Flow isn't the go-to here, it’s usually so reliable!
CA
Carmen 11 months ago
Isn't BYO-LLM just a fancy way of saying plug and play?
GE
Genevieve 11 months ago
I think option B is the best choice for integrating LLMs.
LA
Lakeesha 12 months ago
I lean towards option B, but I wonder if there are limitations with BYO-LLM that we should consider.
TI
Timothy 12 months ago
I’m a bit confused about whether Flow and External Services would be the best approach here. I feel like we might have covered something similar in class.
LE
Lenna 1 year ago
I remember we discussed BYO-LLM in Einstein Studio during our last practice session. It seems like a good option for integrating external models.
LI
Lindsey 1 year ago
I think using Apex to connect to the LLM could be a solid choice, but I'm not entirely sure how that would work with Prompt Builder.
GE
Gerald 1 year ago
Okay, I've got a plan. I'll focus on understanding the capabilities and limitations of each integration method, then select the one that best meets the requirements outlined in the question.
MA
Mammie 1 year ago
I think the key is to understand how to integrate an external LLM into Salesforce. Option A with Apex seems like the most direct way to do that, but I'll double-check the other choices just to be sure.
BO
Bobbye 1 year ago
Hmm, I'm a bit unsure about the differences between the options here. I'll need to review the details on Apex, Einstein Studio, and Flow to decide the best approach.
BL
Blair 1 year ago
This question seems straightforward, but I want to make sure I understand the key details before answering.
MA
Marla 1 year ago
Hmm, I'm not sure. Maybe we should just ask the LLM to recommend the best approach? *winks*
AL
Alida 1 year ago
↳ replying to Marla
C) Use Flow and External Services to bring data from an external LLM.
ME
Mee 1 year ago
↳ replying to Marla
B) Use BYO-LLM functionality in Einstein Studio.
CE
Ceola 1 year ago
↳ replying to Marla
A) Use Apex to connect to an external LLM and ground the prompt.
RE
Ressie 1 year ago
A) Using Apex to connect to an external LLM sounds like a lot of work. Let's go with the more out-of-the-box solution, B).
FA
Fatima 1 year ago
↳ replying to Ressie
Great choice, BYO-LLM functionality in Einstein Studio will be the way to go for Universal Containers.
GE
Gennie 1 year ago
↳ replying to Ressie
I agree, that seems like a simpler solution than using Apex to connect to an external LLM.
JO
Jospeh 1 year ago
↳ replying to Ressie
Sounds good, let's go with option B) and use BYO-LLM functionality in Einstein Studio.
CR
Cristen 2 years ago
I think BYO-LLM functionality in Einstein Studio would be the best option for Universal Containers.
JE
Jesusa 2 years ago
I'm leaning towards C) Use Flow and External Services. That way, we can bring in data from the external LLM without having to do too much custom coding.
RI
Ricki 1 year ago
↳ replying to Jesusa
Let's go with C) Use Flow and External Services then. It seems like the most efficient option.
BE
Bernadine 1 year ago
↳ replying to Jesusa
I agree. It would save us from having to do a lot of custom coding.
LU
Lucia 1 year ago
↳ replying to Jesusa
That sounds like a good idea. It would make it easier to bring in data from the external LLM.
BR
Brynn 1 year ago
↳ replying to Jesusa
I think C) Use Flow and External Services is a good option.
SH
Shaquana 2 years ago
I disagree, I believe we should use Flow and External Services to bring data from an external LLM.
VI
Victor 2 years ago
B) Use BYO-LLM functionality in Einstein Studio seems like the best option here. Why reinvent the wheel when Einstein Studio already has that built-in?
TO
Toi 1 year ago
↳ replying to Victor
C) Use Flow and External Services to bring data from an external LLM.
RO
Roosevelt 1 year ago
↳ replying to Victor
B) Use BYO-LLM functionality in Einstein Studio seems like the best option here. Why reinvent the wheel when Einstein Studio already has that built-in?
AL
Alisha 1 year ago
↳ replying to Victor
B) Use BYO-LLM functionality in Einstein Studio.
CA
Catarina 1 year ago
↳ replying to Victor
A) Use Apex to connect to an external LLM and ground the prompt.
TA
Tasia 1 year ago
↳ replying to Victor
C) Use Flow and External Services to bring data from an external LLM.
JO
Josphine 1 year ago
↳ replying to Victor
B) Use BYO-LLM functionality in Einstein Studio seems like the best option here. Why reinvent the wheel when Einstein Studio already has that built-in?
VI
Viola 2 years ago
↳ replying to Victor
B) Use BYO-LLM functionality in Einstein Studio.
GA
Gary 2 years ago
↳ replying to Victor
A) Use Apex to connect to an external LLM and ground the prompt.
SA
Salome 2 years ago
I think we should use Apex to connect to an external LLM and ground the prompt.
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