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Unleashing The Potential Of AI For A Better Tomorrow With Generative AI.
GENERATIVE AI
What Is Generative AI?
Generative AI is a type of artificial intelligence technology that can produce various types of content, including text, imagery, audio and synthetic data. The recent buzz around generative AI has been driven by the simplicity of new user interfaces for creating high-quality text, graphics and videos in a matter of seconds.
Modules in Generative AI:-
- Amazon Bedrock
- Prompt Engineer
- Gpt
- Claude 3
Amazon Bedrock:
Amazon Bedrock, a new generative AI tool from AWS, simplifies application development by providing access to foundational models via a single endpoint. It democratizes GenAI technology, enabling businesses to create powerful applications without extensive machine learning expertise.
These models, trained on vast datasets, can be specialized for specific tasks, saving time and costs compared to building from scratch. With Bedrock, developers can experiment, customize, and integrate models securely, enhancing existing applications or creating innovative products effortlessly.
Prompt Engineer:
Generative AI systems create outputs based on the prompts they receive. Prompt engineering enhances these systems' ability to understand and respond to various types of queries, whether they're straightforward or complex.
Good prompts lead to good results in generative AI. Prompt engineers refine techniques to minimize biases and confusion, ensuring accurate responses. They craft queries to help AI understand not just language, but intent and nuance.
Quality prompts enhance AI-generated content like images, code, and text. Thoughtful prompts bridge the gap between raw queries and meaningful responses, optimizing quality and relevance. This minimizes manual review and editing, saving time and effort.
Generative Pre-trained Transformers:
Generative Pre-trained Transformers are neural network models based on transformer architecture, driving AI applications like ChatGPT. They enable applications to generate human-like text, images, music, and more, and engage in conversational Q&A. Businesses use GPT for various tasks like Q&A bots, text summarization, content creation, and search across industries.
Claude 3:
Claude is a set of big language models made by Anthropic. This chatbot can deal with text, voice messages, and documents. Reviews from The Indian Express found that the chatbot can give quicker, more relevant answers compared to others.
Among the new releases, Claude 3 Opus is the most powerful model, Claude 3 Sonnet is the middle model that is capable and price competitive.
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Demo Video Link: https://youtu.be/GKKO50SyCFw?si=Mm7ioZpEXUdidQmE
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