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# Semantic Kernel for Java

Welcome to the Semantic Kernel for Java. For detailed documentation, visit [Microsoft Learn](https://learn.microsoft.com/en-us/semantic-kernel/overview/?tabs=Java).
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).

[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/)
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).
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).

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.
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.

For C#, Python and other language support, see [microsoft/semantic-kernel](https://github.com/microsoft/semantic-kernel).

Expand All @@ -23,20 +23,20 @@ For C#, Python and other language support, see [microsoft/semantic-kernel](https
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.

1. Clone the repository: `git clone https://github.com/microsoft/semantic-kernel-java.git`
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).
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).

## Documentation: Learning how to use Semantic Kernel

The fastest way to learn how to use Semantic Kernel is with our walkthroughs
on our Learn site.

1. 📖 [Overview of the kernel](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/?tabs=Java)
1. 🔌 [Understanding AI plugins](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins?tabs=Java)
1. 👄 [Creating semantic functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/semantic-functions?tabs=Java)
1. 💽 [Creating native functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/native-functions?tabs=Java)
1. ⛓️ [Chaining functions together](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chaining-functions?tabs=Java)
1. 🤖 [Auto create plans with planner](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/planner?tabs=Java)
1. 💡 [Create and run a ChatGPT plugin](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chatgpt-plugins?tabs=Java)
1. 📖 [Overview of the kernel](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/?tabs=Java&pivots=programming-language-java)
1. 🔌 [Understanding AI plugins](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins?tabs=Java&pivots=programming-language-java)
1. 👄 [Creating semantic functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/semantic-functions?tabs=Java&pivots=programming-language-java)
1. 💽 [Creating native functions](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/native-functions?tabs=Java&pivots=programming-language-java)
1. ⛓️ [Chaining functions together](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chaining-functions?tabs=Java&pivots=programming-language-java)
1. 🤖 [Auto create plans with planner](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/planner?tabs=Java&pivots=programming-language-java)
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)

## Join the community

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To learn more and get started:

- Read the [documentation](https://learn.microsoft.com/en-us/semantic-kernel/overview/?tabs=Java)
- Learn how to [contribute](https://learn.microsoft.com/en-us/semantic-kernel/get-started/contributing) to the project
- Read the [documentation](https://learn.microsoft.com/en-us/semantic-kernel/overview/?tabs=Java&pivots=programming-language-java)
- Learn how to [contribute](https://learn.microsoft.com/en-us/semantic-kernel/get-started/contributing?tabs=Java&pivots=programming-language-java) to the project
- Join the [Discord community](https://aka.ms/SKDiscord)
- Attend [regular office hours and SK community events](COMMUNITY.md)
- Follow the team on our [blog](https://aka.ms/sk/blog)
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