In this video I introduce you to Kernel Memory (github.com/microsoft/kernel-m...) a .NET library by microsoft to implement RAG (Retrieval Augmented Generation) in your .NET application. In this video we examine how to directly integrate the library into your program.
In this example we will simply index a single pdf then ask question on its content.
▬ Contents of this video ▬▬▬▬▬▬▬▬▬▬
00:00 - Introduction to Kernel Memory in C-Sharp
01:46 - Configuring the Chat and Embedding Components
03:34 - Configuring Test Databases for Local Storage
04:23 - Building the Kernel Memory and Indexing Documents
05:30 - The Indexing Process and Document Status Monitoring
06:23 - Querying the Indexed Data with Kernel Memory
07:18 - Practical Demonstration of Indexing and Querying
09:38 - Exploring the Local Storage Structure of Kernel Memory
13:11 - Understanding Vector Search and Chunk Separation
14:16 - Examining the Vector Storage Database
16:17 - Conclusion and Potential Uses for Kernel Memory
29 июл 2024