Generative AI
- Generative AI refers to the AI which generates content.
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Content can be multi modal(text, audio, image, video)
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How it generates text (simplified version)
- All models do is to predict next word (token) and gives the whole statement back to model till it predicts everything.
- The models which are used in Gen-AI are referred as LLM (Large Language Models) which are pre-trained in large volumes of data.
- During this training process GPU enabled servers are used.
Prompt
- Prompt is an initial seed to generate content
- Generated content can be more effective with effective prompts
- Basic Anatomy of Prompt
- Persona
- Instructions
- Filters
- Sample:
What are three popular places to visit in india
You are a travel guide. Help me choose 3 places to visit in india. I stay in hyderabad and i have a budget of 20000 rupees and 7 day stay. I want to spend less time travelling and more time experiencing.
- Sample:
Help me with some business ideas
You are an enterprenuer. Help me find 3 possible business which i can start in Vizag. My budget is 2 crores and i want ROI in 5 years.
Give me basic idea of business in one line according to the location which i'm in.
