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Generative AI Architecture

  • 1.  Generative AI Architecture

    Posted Thu February 01, 2024 05:01 PM
    Edited by Trinh Le Thu February 01, 2024 05:01 PM

    ๐Ÿš€๐Ÿš€๐Ÿš€ Generative AI Architectures: Check out these tested and deployable architectures that enable use of leading-edge hybrid cloud & AI technologies๐Ÿ’ฅ

    ๐Ÿ‘‰ Retrieval Augmented Generation: Leveraging AI to produce factually correct outputs with relevant data retrieved from external data sources https://www.ibm.com/architectures/hybrid/genai-rag
    ๐Ÿ‘‰ Conversation with Agent Assist: Using AI-powered agents to facilitate conversations and provide assistance to end-users https://www.ibm.com/architectures/hybrid/genai-agent-assist
    ๐Ÿ‘‰ Generative Search: The combination of generative AI models with search capabilities; extending the search and retrieval capabilities of search solutions with the content generation and summarization capabilities of LLMs. https://www.ibm.com/architectures/hybrid/genai-generative-search
    ๐Ÿ‘‰ Modular Reasoning, Knowledge, and Language (MRKL): Expanding the utility of LLMs by giving them access to current information and to proprietary information and systems, and adding expertise for specific tasks or types of tasks such as performing mathematical calculations. https://www.ibm.com/architectures/hybrid/genai-mrkl
    ๐Ÿ‘‰ Modernization and Code Generation: AI-powered tools that can help modernize and generate code, making it easier to maintain and update your software. https://www.ibm.com/architectures/hybrid/genai-modernization-and-code-generation 
    ๐Ÿ‘‰ AI Augmented Software Development with Agents (Assistants): Revolutionizing the way software development teams operate and provide role-specific assistance (for Product Owner, Scrum Master, Developer, Tester, SRE, Engineer) https://www.ibm.com/architectures/hybrid/genai-augmented-software-development
    and many more.

    Too many to keep track? ๐Ÿ˜ตโ€๐Ÿ’ซ Bookmark this page and leverage our IT Architect Assistant or Diagram tools. 
    If you've tried any of these out, let us know in the comments! ๐Ÿ’ฌ



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    Trinh Le
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