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#llmapps — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #llmapps, aggregated by home.social.

  1. Just shipped a deep-dive for Java devs who want real stateful LLM apps.
    Persistent memory. Sliding windows. Multi-session isolation.
    All powered by Quarkus + LangChain4j + JPA.

    If you want your AI assistant to remember across pods and restarts, this tutorial will get you there.

    🔗 the-main-thread.com/p/persiste

    #Java #Quarkus #LangChain4j #AIEngineering #LLMApps #OpenSource

  2. 𝐂𝐨𝐩𝐢𝐥𝐨𝐭 𝐟𝐨𝐫 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲: 𝐞𝐥𝐞𝐦𝐞𝐧𝐭𝐬 𝐨𝐟 𝐚𝐧 𝐞𝐟𝐟𝐞𝐜𝐭𝐢𝐯𝐞 𝐩𝐫𝐨𝐦𝐩𝐭

    From the "Get started with Microsoft Copilot for Security" online training, I highlight this interesting in-depth analysis.

    𝐄𝐟𝐟𝐞𝐜𝐭𝐢𝐯𝐞 𝐩𝐫𝐨𝐦𝐩𝐭𝐬 give Copilot adequate and useful parameters to generate a valuable response. Security analysts or researchers should include the following elements when writing a prompt.

    💡 𝐆𝐨𝐚𝐥 - specific, security-related information that you need

    💡𝐂𝐨𝐧𝐭𝐞𝐱𝐭 - why you need this information or how you'll use it

    💡𝐄𝐱𝐩𝐞𝐜𝐭𝐚𝐭𝐢𝐨𝐧𝐬 - format or target audience you want the response tailored to

    💡𝐒𝐨𝐮𝐫𝐜𝐞 - known information, data sources, or plugins Copilot should use

    At this link other prompting tips:

    learn.microsoft.com/en-us/trai

    Full training: learn.microsoft.com/en-us/trai

    #copilot #copilotforsecurity #securitycopilot #microsoft #microosoftsecurity #llm #openai #azureopenai #llmapps #soc #generativeai #genai #cybersecurity #azure #cloudsecurity #cloudnative #defender #sentinel #microsoftsentinel #xdr #defenderxdr #prompt #promptengineering