From e59941cb0f95a29410ca460495103c6bdea1ae7a Mon Sep 17 00:00:00 2001 From: Marco Minerva Date: Mon, 22 Jul 2024 12:40:00 +0200 Subject: [PATCH] Update documentation --- README.md | 4 ++-- SqlDatabaseVectorSearch.png | Bin 0 -> 64964 bytes SqlServerVectorSearch.png | Bin 44874 -> 0 bytes 3 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 SqlDatabaseVectorSearch.png delete mode 100644 SqlServerVectorSearch.png diff --git a/README.md b/README.md index 0f815dd..a2d2c03 100644 --- a/README.md +++ b/README.md @@ -4,9 +4,9 @@ A repository that showcases the Vector Support in Azure SQL Database to perform > [!IMPORTANT] > Usage of this application requires the Vector Support feature in Azure SQL Database, currently in EAP. [See this blog post](https://devblogs.microsoft.com/azure-sql/announcing-eap-native-vector-support-in-azure-sql-database/) for more details. -The application is a Minimal API that exposes endpoints to load documents, generate embeddings and save them into the database as Vectors, and perform searches using Vector Search and RAG. Currently, only PDF files are supported. Vectors are used with Entity Framework Core using the [EFCore.SqlServer.VectorSearch](https://github.com/efcore/EfCore.SqlServer.VectorSearch) library. Embedding and Chat Completion are integrated with [Semantic Kernel](https://github.com/microsoft/semantic-kernel). +The application is a Minimal API that exposes endpoints to load documents, generate embeddings and save them into the database as Vectors, and perform searches using Vector Search and RAG. Currently, only PDF files are supported. Vectors are saved with Entity Framework Core using the [EFCore.SqlServer.VectorSearch](https://github.com/efcore/EfCore.SqlServer.VectorSearch) library. Embedding and Chat Completion are integrated with [Semantic Kernel](https://github.com/microsoft/semantic-kernel). -![SqlServerVectorSearch](https://github.com/marcominerva/SqlDatabaseVectorSearch/blob/master/SqlServerVectorSearch.png) +![SQL Database Vector Search](https://github.com/marcominerva/SqlDatabaseVectorSearch/blob/master/SqlDatabaseVectorSearch.png) ### Setup diff --git a/SqlDatabaseVectorSearch.png b/SqlDatabaseVectorSearch.png new file mode 100644 index 0000000000000000000000000000000000000000..86c86589a1e64604b3f2ebe01d956e694ff00e90 GIT binary patch literal 64964 zcmeFZhgTC_)IN#@6%crpCLka$igZMJ7f^cdJpxig5kiN6ih!at>7h$6Aqs>}5RfJ% zv?LI^AT4wVB_VM0`hDy7AN=lGcddKY%F0Y;CUef2efBx~+0Qc{4fQo>soAJ0C@5&P zG@lz&P+XUzpt$OM>jwE3`A1(0$zNAM#u};=H6!;o$UE0vRrFLSD847soI6mG_o-fM zT7f7i?)v}txias<6-+@vveJ64Vj66}HAfY0;{5eu|E6};sKBRN-7YGWH&ruo~I-)!&PRFA$g$XEX6D&1}BuY8}F+l1^l$_seZe-yYb=P|AmuM2Zx3f)^y3$SY&y5l4rV25HO3S zi>zXBSLPEJ9JFG9WUjlJLH#N=Cu=IyE&8gK%=SkhzrXMPoWX*^;R)wWW{)GWWz}1^ 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