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Prompt Engineering - 02

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  What a prompt can include? Instruction Question Input data Example Below are some example prompts.  Question + Instruction How can I improve this sentence? Rewrite it to sound more professional.  Sentence: "I done the work yesterday. Question + Input Data What’s the average score based on this dataset? Question: Who scored the highest? Input: Alice - 85 Bob - 92 Charlie - 78 Question + Example “The meeting, which occurred yesterday, included all department heads.” How should I rephrase sentences for clarity? Here’s an example: Example: Input: “The report, which was written by the team last week, was well received.” Output: “The team’s report from last week was well received.” Since we identified what prompt is and discussed some example prompts, Let's see what Prompt Engineering is, What is Prompt Engineering? Prompt engineering is the skill of writing the right instructions (called prompts ) to get the best results from AI tools like ChatGPT. It's about knowing wha...

Prompt Engineering - 01

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  Before Digging in to what prompt engineering is make sure you have some idea about below terms. Generative AI : Unlike traditional AI, generative AI can create new content in response to natural language input (Human language), making it highly versatile and powerful. Large Language Models (LLMs) : These models, like GPT-4 and Ollama, Deepseek, are trained on vast amounts of text and can engage in realistic conversations and reasoning. AI Applications : Generative AI includes various applications such as text-to-image (e.g., DALL-E 2), text-to-music, and even action transformers that can perform tasks like browsing the internet. Technological Foundations : The transformer architecture, attention mechanism, and reinforcement learning with human feedback(RLHF) are crucial components of these models. These are the key concepts behind gen-AI applications. the mechanism like transformer architecture, attention mechanism and RLHF , if we talk about those in detail it will be highly tec...