MicrosoftOCTO 

The package contains all the core logic of Kernel Memory, to index and query any data and documents, using LLM and natural language, tracking sources and showing citations.

Kernel Memory is a Copilot/Semantic Kernel Plugin and Memory Web Service to index and query any data and documents, using LLM and natural language, tracking sources and showing citations. The package contains... More information

Azure AI Search connector for Microsoft Kernel Memory, to store and search memory using Azure AI Search vector indexing and semantic features.

Provide access to OpenAI LLM models in Kernel Memory to generate embeddings and text

Provide access to Azure OpenAI LLM models in Kernel Memory to generate embeddings and text

Azure Queue Storage connector for Microsoft Kernel Memory, to run asynchronous pipelines via Azure Queue Storage queues.

Add Azure AI Document Intelligence to Kernel Memory to extract content from images and documentss.

Qdrant connector for Microsoft Kernel Memory, to store and search memory using Qdrant vector indexing and Qdrant features.

Azure Blob Storage adapter allowing Kernel Memory to upload documents and maintain their state in Azure Blobs

Kernel Memory Web Client allows to connect to the Memory Web Service to index and query any data and documents, using LLM and natural language, tracking sources and showing citations.

Kernel Memory Plugin allows to use Kernel Memory Service as a Semantic Kernel plugin, to index and query any data and documents, using LLM and natural language, tracking sources and showing citations.

Postgres(with pgvector extension) connector for Microsoft Kernel Memory, to store and search memory using Postgres vector indexing and Postgres features.

RabbitMQ connector for Microsoft Kernel Memory, to run asynchronous pipelines via RabbitMQ queues.

Redis connector for Microsoft Kernel Memory, to store and search memory using Redis vector search and other Redis features.

Provide access to OpenAI LLM models in Kernel Memory to generate text

MongoDb Atlas connector for Microsoft Kernel Memory, to store and search memory records with embeddings, and files.

Kernel Memory is a Memory Web Service to index and query any data and documents, using LLM and natural language, tracking sources and showing citations. This package contains some of the HTTP service... More information

Provide TikToken tokenizers in Kernel Memory