& Setting up a query engine The query engine takes a query string & use it to fetch relevant context and then sends them both as a prompt to the LLM to generate a final natural language response. Here's how you set it up:
PROMPT ENGINEERING
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Creating Custom Prompt Templates for LLM Context Refinement
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Creating a prompt template A custom prompt template is use to refine the response from LLM & include the context as well:
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Marketing Strategy Prompt Template for Digital Products
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10/ Target Audience Insights
Prompt: "Act as a marketing strategist to generate effective lead generation strategies for a digital product. Provide actionable tactics, target audience insights, and conversion-focused copywriting for [type of digital product] targeting [specific -
Marketing Strategy Audit Prompt for AI
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9/ Marketing Strategy Audit
Prompt: "Analyze the potential lead-generation performance of [current marketing strategy] for [digital product]. Suggest three ways to enhance lead quality and acquisition efficiency." -
Prompt for AI-Driven Lead Generation Techniques
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8/ Unique Lead Gen Techniques
Prompt: "Suggest three unique lead-generation techniques for a [specific digital product] targeting [audience type]. Detail the resources and platforms required for implementation." -
Prompt Engineering for AI-Generated Funnel Strategy
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7/ Funnel Strategy Development
Prompt: "Develop a step-by-step funnel strategy for selling [digital product] online. Include suggestions for landing page design, ad targeting for [platform], and email follow-up sequences targeting [audience type]." -
AI-Powered Content Marketing Strategy Prompt
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6/ Content Marketing Plan
Prompt: "Generate a comprehensive content marketing strategy to attract leads for [digital product]. Include blog topics, SEO keywords, and social media post ideas to appeal to [specific audience demographic]." -
Prompt for AI-Assisted Landing Page Optimization
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5/ Landing Page Optimization
Prompt: "Assist in optimizing a landing page for [specific digital product]. Evaluate and provide recommendations on copywriting, design elements, and CTAs that resonate with [target audience]." -
Prompt Engineering for Ad Copy Optimization
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4/ Ad Copy Optimization
Prompt: "Help craft persuasive ad copy for a Facebook ad campaign to promote [digital product]. Focus on solving [specific pain point] for [target audience], ensuring compliance with ad guidelines." -
Prompt for AI-Generated Webinar Script Development
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3/ Webinar Script Development
Prompt: "Create a webinar script to drive sign-ups for [digital product]. Include audience engagement strategies, key talking points, and a call to action to increase conversions."