using System.IO;using Microsoft.SemanticKernel;using Microsoft.SemanticKernel.Skills.Core;using Microsoft.SemanticKernel.Planning;using Microsoft.SemanticKernel.Connectors.AI.HuggingFace;using Microsoft.Extensi
usingSystem.IO;usingSystem.ComponentModel;usingMicrosoft.SemanticKernel.Orchestration;usingMicrosoft.SemanticKernel.SkillDefinition;namespaceGlobant.Plugins;publicsealedclassStatistics{[SKFunction, Description("Genenate statistics for a source code file in a given path")]publicstringGetStatistics([Descripti...
prompts and Python code that is customizable. Using PromptFlow, you canquickly andeasily iterate your through your flows, add connections, debug, test and deploy to your platform of choice.For more dynamicadaptation scenarios, you can use Semantic Kernel or LangChain in your PromptFlow...
主要技术领域: Azure AI Services其他技术领域: .NET 目标受众:Developer,IT Pro,Technical Decision Maker This video introduces two main topics: Prompt Flow and Semantic Kernel, and how to integrate Azure OpenAI with Prompt Engineering and Semantic Kernel. Prompt Engineering plays a crucial role in dete...
Do I need to use Prompt flow with Semantic Kernel?No! Prompt flow is an optional tool that you can use to help you create, evaluate, and deploy your Semantic Kernel applications. You can still use Semantic Kernel without Prompt flow by deploying it to your own infrastructure, but you will...
The default environment comes pre-installed with the Semantic Kernel package. Select Create. Test your Prompt flow Once you've created a runtime, you can test your Prompt flow. To do so, complete the following steps: Select your newly created runtime from the ...
具体发送什么 prompt,如何调用外部工具,都需要再KernelFunction中实现。 kernel 的核心函数是invoke,用的话就是用kernel.invoke(functions, args),大致逻辑如下: results=[]forfuncinfunctions:whileTrue:# 首先获得一些参数function_invoking_args=self.on_function_invoking(func.metadata,arguments)# 查看 args 中 skip...
通过 PromptTemplate,用户可以生成包含占位符(如 {adjective} 或 {content})的模板字符串,然后通过输入值格式化生成最终的提示字符串。参考文献[34]。 | |Semantic Kernel| Semantic Kernel 的提示模板语言是一种简单的方式,用于使用纯文本定义和组合AI功能。可以使用它创建自然语言提示、生成响应、提取信息、调用其他...
The actual data flow is depicted below, and we can see the Interaction with the local Endpoints and the external endpoint as well. The user provides Skills, Interests, Experience and Level of current position and the API sends the Payload to Semantic kernel wit...
Semantic Kernelplannersare actually LLM applications that generate plans for other LLM applications. They use a set of text instructions (a “prompt”), a set of rules, and a “function manual” in conjunction with a LLM (at least GPT-3.5) and a set of plugins to generate a plan to sol...