From the course: Fine-Tuning for LLMs: from Beginner to Advanced

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Case studies in prompt engineering

Case studies in prompt engineering - Hugging Face Tutorial

From the course: Fine-Tuning for LLMs: from Beginner to Advanced

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Case studies in prompt engineering

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- [Presenter] Now that we've seen how to use it, let's explore real world case studies where prompt engineering has significantly enhanced AI driven applications. From customer service to healthcare, companies are leveraging this technique to fine tune the performance of AI models, ensuring they deliver precise and useful results. Let's start with customer service. Companies like Zendesk and Salesforce have revolutionized how chat bots interact with customers. By using prompt engineering, these companies have programmed their bots to ask more specific questions, which in turn leads to more accurate and helpful responses. For example, instead of a generic greeting, the chat bot might ask, "Can I help you with your account, a technical issue or pricing information?" This refinement in prompts guides the conversation more effectively, enhancing customer satisfaction. This specific prompt, for example, would streamline user interaction by guiding them directly to the appropriate support…

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