MicrosoftOCTO 

AWS S3 Storage adapter allowing Kernel Memory to upload documents and maintain their state in AWS S3 or compatible service

Provide tokenizers to allow counting content tokens for text and embeddings

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

This package provide helpers to integrate Kernel Memory into ASP.NET applications, such as builders, web endpoints, HTTP models

Add Azure AI Content Safety to Kernel Memory to moderate user content.

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

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

The connector allow Agents and Assistants to be used within Semantic Workbench.