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

Actual exam question for Salesforce's Salesforce Certified Agentforce Specialist (AI-201) exam

Question #: 8
Topic #: 2

[All Salesforce Certified Agentforce Specialist (AI-201) Questions]

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

What should An Agentforce recommend?

AUse Apex to connect to an external LLM and ground the prompt.

BUse BYO-LLM functionality in Einstein Studio.

CUse Flow and External Services to bring data from an external LLM.

Show Suggested Answer

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

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

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Raelene

2 months ago

Option C could work, but it might complicate things too much.

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Lucina

3 months ago

I disagree, option A seems more flexible for custom needs.

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Matthew

3 months ago

Surprised that Flow isn't the go-to here, it’s usually so reliable!

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Carmen

3 months ago

Isn't BYO-LLM just a fancy way of saying plug and play?

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Genevieve

3 months ago

I think option B is the best choice for integrating LLMs.

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Lakeesha

3 months ago

I lean towards option B, but I wonder if there are limitations with BYO-LLM that we should consider.

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Timothy

4 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.

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Lenna

4 months 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.

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Lindsey

4 months 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.

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Gerald

4 months 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.

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Mammie

4 months 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.

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Bobbye

5 months 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.

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Blair

5 months ago

This question seems straightforward, but I want to make sure I understand the key details before answering.

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Marla

9 months ago

Hmm, I'm not sure. Maybe we should just ask the LLM to recommend the best approach? *winks*

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Alida

8 months ago

C) Use Flow and External Services to bring data from an external LLM.

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Mee

8 months ago

B) Use BYO-LLM functionality in Einstein Studio.

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Ceola

9 months ago

A) Use Apex to connect to an external LLM and ground the prompt.

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Ressie

10 months 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).

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Fatima

8 months ago

Great choice, BYO-LLM functionality in Einstein Studio will be the way to go for Universal Containers.

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Gennie

9 months ago

I agree, that seems like a simpler solution than using Apex to connect to an external LLM.

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Jospeh

9 months ago

Sounds good, let's go with option B) and use BYO-LLM functionality in Einstein Studio.

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Cristen

10 months ago

I think BYO-LLM functionality in Einstein Studio would be the best option for Universal Containers.

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Jesusa

10 months 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.

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Ricki

9 months ago

Let's go with C) Use Flow and External Services then. It seems like the most efficient option.

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Bernadine

9 months ago

I agree. It would save us from having to do a lot of custom coding.

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Lucia

9 months ago

That sounds like a good idea. It would make it easier to bring in data from the external LLM.

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Brynn

9 months ago

I think C) Use Flow and External Services is a good option.

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Shaquana

10 months ago

I disagree, I believe we should use Flow and External Services to bring data from an external LLM.

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Victor

11 months 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?

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Toi

9 months ago

C) Use Flow and External Services to bring data from an external LLM.

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Roosevelt

9 months 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?

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Alisha

9 months ago

B) Use BYO-LLM functionality in Einstein Studio.

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Catarina

9 months ago

A) Use Apex to connect to an external LLM and ground the prompt.

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Tasia

9 months ago

C) Use Flow and External Services to bring data from an external LLM.

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Josphine

10 months 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?

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