ChatGPT - An Overview | Yellowfin BI

OpenAI's ChatGPT is an AI-powered conversational model that uses deep learning to understand context, answer questions, generate text, and assist with tasks like writing, coding, and brainstorming. It supports various applications, simplifying complex topics and adapting to diverse user needs. For more information, visit the Yellowfin blog.
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Generative AI: Working 
The Generative Language models possesses the ability to produce the fresh stuff based on the provided prompt. Prompt is basically the input to the Large Language Model (LLM). The large language models acquire knowledge about the patterns and structure present in their training data.

Some of the prominent types of generative models include Generative Adversarial Networks (GANs), Generative Pre-trained Transformers (GPTs), Variational Autoencoders (VAEs), Autoregressive models that form a foundation for subsequently generating novel and creative content which resemblances to the data they were trained on. 
Further, let’s now check the capabilities and concerns of Generative Intelligent Systems. 

Power of GenAI

GenAI offers numerous benefits. Some of them are listed below: 
1. Text generation: Crafting text that mimics human writing, spanning diverse styles and tones. 
2. Text completion: Providing suggestions to complete sentences or paragraphs. 
3. Question answering: Answering based on the input. 
4. Sentiment analysis: Determining the emotional tone. 
5. Information extraction: Extracting the essential requested details. 
6. Language translation: Translating text from one language to another. 
7. Content summarization: Summarizing the contents like creating a summary of conversation, point-wise shorter text from lengthy input etc. 
8. Text rephrasing: Offering improvements and edits for written content. 
9. Creative writing: Poetry writing, essay writing, blog writing etc. 
10. Code generation: Generating code snippets based on described scenario in the prompt. 

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