Azure OpenAI 提供用于从文档生成嵌入的 API,这些嵌入随后可以与源文档一起存储在 Cosmos DB 中。应用程序将基于用户输入生成新的嵌入,这些嵌入可以与 Cosmos DB 向量搜索一起使用,以找到相似的文档。 除了基于云的 AI 工具,微软还为 Visual Studio Code 引入了一个交互式 Semantic Kernel 扩展,使开发人员能够使用 ...
https://github.com/microsoft/semantic-kernel/tree/main/python/semantic_kernel/connectors/memory/azure_cosmosdb 搭配使用向量資料庫與 LangChain 使用LangChain 來協調從 Azure Cosmos DB for MongoDB vCore 和 LLM 中擷取的資訊。 在這裡深入了解。
dotnet SemanticKernel 入门 调用原生本机技能 本文将告诉大家如何在 SemanticKernel 里面调用原生本机技能,所谓原生本机技能就是使用C#代码编写的原生本地逻辑技能,这里的技能可讲的可不是游戏角色里面的技能哈,指的是实现某个功能的技能...C#实现逻辑,比如说本文的例子就是 TextSkill 技能,这个 TextSkill...
public AzureCosmosDBNoSQLVectorStoreRecordCollection (Microsoft.Azure.Cosmos.Database database, string collectionName, Microsoft.SemanticKernel.Connectors.AzureCosmosDBNoSQL.AzureCosmosDBNoSQLVectorStoreRecordCollectionOptions<TRecord>? options = default); Parameters dat...
Cosmos DB's Copilot in simplifying complex query writing, increasing accuracy, and enhancing performance. Moreover, we will demonstrate our seamless integrations with Semantic Kernel, Langchain, and LlamaIndex. Hear from KPMG how Azure Cosmos DB helped them create a generativ...
Azure Cosmos DB product expert Gary Hope leads a lab on building AI apps with Azure Cosmos DB for MongoDB and Semantic Kernel. Azure Cosmos DB is the go-to database for developers wanting to focus on innovation rather than on database operations. But don’t take our word for it – hear...
Build a RAG Chat Web Application using the Semantic Kernel, Azure OpenAI, and Azure Cosmos DB for MongoDB vCore: Step-by-Step Guide Prerequisites An Azure subscription. If you don’t already have one, you can sign up for anAzure free account. ...
and implements semantic caching, critical for maintaining context in AI interactions. Furthermore, James demonstrated the integration with popular orchestration tools like Semantic Kernel and LangChain, underlining Azure Cosmos DB’s adaptability and robust capabilities in supporting complex AI functionalities...
Section 3: Microsoft Semantic Kernel with Azure Cosmos DB Microsoft Langchain Library supports C# and Python and offers several features, some of which are still in development and may be unclear on how to implement. However, it is simple, stable, and faster than Python-based open-source softw...
Section 3: Microsoft Semantic Kernel with Azure Cosmos DB Semantic-Kernel Bing search Web UI and Semantic Kernel sample code Section 4: Langchain Langchain Cheetsheet Langchain Impressive features: cache, context-aware-splitting Langchain quick start: Sample code ...