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Role-Playing
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Assigning the AI a specific character or persona to interact with the user.
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"Imagine you are Sherlock Holmes. I will describe a crime scene, and you deduce what happened."
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Chain-of-Thought
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Encouraging the AI to break down complex tasks into smaller, more manageable steps and explain its reasoning.
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"Solve this math problem step-by-step: 2x + 5 = 11"
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Few-Shot Learning
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Providing a few examples of a task to help the AI understand and generalize to new, unseen examples.
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"Translate these phrases to French: Hello - Bonjour, Goodbye - Au revoir. Now translate: Good morning."
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Zero-Shot Learning
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Asking the AI to perform a task without any explicit examples or training data.
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"Classify this news article as political or sports."
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Multi-Modal Prompts
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Incorporating different types of media, such as images or audio, alongside text prompts.
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"Describe this image of a city skyline at sunset."
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Style Transfer
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Modifying the writing style or tone of a piece of text.
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"Rewrite this email in a more professional tone."
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Counterfactual Prompts
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Asking the AI to consider alternative scenarios or possibilities.
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"What would have happened if the US did not join World War II?"
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Sentiment Analysis
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Analyzing the sentiment or emotion expressed in a piece of text.
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"Is this movie review positive or negative?"
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Text Summarization
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Condensing a longer piece of text into a shorter, more concise summary.
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"Summarize this research paper in 3-5 sentences."
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Code Generation
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Generating code snippets based on natural language descriptions.
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"Write a Python function to calculate the average of a list of numbers."
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Creative Writing
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Generating poems, stories, or other forms of creative writing.
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"Write a short story about a robot who discovers the meaning of life."
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Question Answering
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Providing direct answers to factual questions.
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"Who was the first president of the United States?"
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Dialogue Generation
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Generating dialogue between two or more characters.
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"Write a conversation between a customer and a salesperson at a car dealership."
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Text Completion
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Filling in missing words or phrases in a piece of text.
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"The quick brown fox jumps over the ____ dog."
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Translation
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Translating text from one language to another.
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"Translate this sentence from English to Spanish: 'The weather is beautiful today.'"
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Instruction Following
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Following specific instructions or commands.
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"List the top 5 most populated cities in the world."
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Text Classification
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Classifying text into predefined categories.
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"Is this email spam or not spam?"
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Information Extraction
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Extracting specific information from unstructured text.
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"Extract the names of all people mentioned in this news article."
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Text Paraphrasing
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Rewriting a piece of text in different words while preserving the original meaning.
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"Paraphrase this sentence: 'The economy is expected to grow by 2% next year.'"
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Text Generation with Constraints
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Generating text that adheres to specific constraints, such as length, format, or style.
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"Write a haiku about the beauty of nature."
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