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README.md

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# Semantic Kernel for Java
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Welcome to the Semantic Kernel for Java. For detailed documentation, visit [Microsoft Learn](https://learn.microsoft.com/en-us/semantic-kernel/overview/?tabs=Java).
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Welcome to the Semantic Kernel for Java. For detailed documentation, visit [Microsoft Learn](https://learn.microsoft.com/en-us/semantic-kernel/overview/?tabs=Java&pivots=programming-language-java).
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[Semantic Kernel](https://learn.microsoft.com/en-us/semantic-kernel/overview/) is an SDK that integrates Large Language Models (LLMs) like [OpenAI](https://platform.openai.com/docs/introduction), [Azure OpenAI](https://azure.microsoft.com/en-us/products/ai-services/openai-service), and [Hugging Face](https://huggingface.co/)
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with conventional programming languages like C#, Python, and Java. Semantic Kernel achieves this by allowing you to define [plugins](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins) that can be chained together in just a [few lines of code](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chaining-functions?tabs=Java#using-the-runasync-method-to-simplify-your-code).
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with conventional programming languages like C#, Python, and Java. Semantic Kernel achieves this by allowing you to define [plugins](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins??tabs=Java&pivots=programming-language-java) that can be chained together in just a [few lines of code](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chaining-functions?tabs=Java&pivots=programming-language-java#using-the-runasync-method-to-simplify-your-code).
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What makes Semantic Kernel _special_, however, is its ability to _automatically_ orchestrate plugins with AI. With Semantic Kernel [planners](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/planner), you can ask an LLM to generate a plan that achieves a user's unique goal. Afterwards, Semantic Kernel will execute the plan for the user.
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What makes Semantic Kernel _special_, however, is its ability to _automatically_ orchestrate plugins with AI. With Semantic Kernel [planners](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/planner?tabs=Java&pivots=programming-language-java), you can ask an LLM to generate a plan that achieves a user's unique goal. Afterwards, Semantic Kernel will execute the plan for the user.
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For C#, Python and other language support, see [microsoft/semantic-kernel](https://github.com/microsoft/semantic-kernel).
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The quickest way to get started with the basics is to get an API key from either OpenAI or Azure OpenAI and to run one of the Java console applications/scripts below.
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1. Clone the repository: `git clone https://github.com/microsoft/semantic-kernel-java.git`
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2. Follow the instructions [Start learning how to use Semantic Kernel](https://learn.microsoft.com/en-us/semantic-kernel/get-started/quick-start-guide?tabs=Java).
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2. Follow the instructions [Start learning how to use Semantic Kernel](https://learn.microsoft.com/en-us/semantic-kernel/get-started/quick-start-guide?tabs=Java&pivots=programming-language-java).
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## Documentation: Learning how to use Semantic Kernel
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The fastest way to learn how to use Semantic Kernel is with our walkthroughs
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on our Learn site.
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1. 📖 [Overview of the kernel](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/?tabs=Java)
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1. 🔌 [Understanding AI plugins](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins?tabs=Java)
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1. 👄 [Creating semantic functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/semantic-functions?tabs=Java)
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1. 💽 [Creating native functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/native-functions?tabs=Java)
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1. ⛓️ [Chaining functions together](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chaining-functions?tabs=Java)
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1. 🤖 [Auto create plans with planner](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/planner?tabs=Java)
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1. 💡 [Create and run a ChatGPT plugin](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chatgpt-plugins?tabs=Java)
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1. 📖 [Overview of the kernel](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/?tabs=Java&pivots=programming-language-java)
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1. 🔌 [Understanding AI plugins](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins?tabs=Java&pivots=programming-language-java)
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1. 👄 [Creating semantic functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/semantic-functions?tabs=Java&pivots=programming-language-java)
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1. 💽 [Creating native functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/native-functions?tabs=Java&pivots=programming-language-java)
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1. ⛓️ [Chaining functions together](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chaining-functions?tabs=Java&pivots=programming-language-java)
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1. 🤖 [Auto create plans with planner](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/planner?tabs=Java&pivots=programming-language-java)
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1. 💡 [Create and run a ChatGPT plugin](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chatgpt-plugins?tabs=Java&pivots=programming-language-java)
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## Join the community
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To learn more and get started:
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- Read the [documentation](https://learn.microsoft.com/en-us/semantic-kernel/overview/?tabs=Java)
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- Learn how to [contribute](https://learn.microsoft.com/en-us/semantic-kernel/get-started/contributing) to the project
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- Read the [documentation](https://learn.microsoft.com/en-us/semantic-kernel/overview/?tabs=Java&pivots=programming-language-java)
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- Learn how to [contribute](https://learn.microsoft.com/en-us/semantic-kernel/get-started/contributing?tabs=Java&pivots=programming-language-java) to the project
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- Join the [Discord community](https://aka.ms/SKDiscord)
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- Attend [regular office hours and SK community events](COMMUNITY.md)
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- Follow the team on our [blog](https://aka.ms/sk/blog)

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