kernel-memory
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microsoft
RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.
## Motivation and Context (Why the change? What's the scenario?) See #408.
## Motivation and Context (Why the change? What's the scenario?) Things are moving fast in the Vector Support for SQL Azure. Now that the official VECTOR type has been introduced...
### Context / Scenario I am using latest ollama connector and qdrant db with `llama3.2:latest`. Below is the code snippet - ``` using Microsoft.Extensions.DependencyInjection; using Microsoft.Extensions.Logging; using Microsoft.KernelMemory; using Microsoft.KernelMemory.AI.Ollama;...
## Motivation and Context (Why the change? What's the scenario?) Azure Redis Enterprise does not support FT.CONFIG commands which causes the method to fail completely and as this is used...
### Context / Scenario Whenever executing GetListAsync, (for me this happened when I wanted to delete a specific memory as it first need to get a list of memories from...
# Microsoft Kernel Memory Python Libraries 🐍 This directory contains three Python packages that provide different ways to interact with Microsoft Kernel Memory: ## 📦 kernel-memory-client An autogenerated Python client...
## Motivation and Context (Why the change? What's the scenario?) 1. The ReadPipelineStatusAsync returns a DataPipeline instead of a DataPipelineStatus. 2. The ReadPipelineSummaryAsync returns a DataPipelineStatus instead of Summary (I...
## Motivation and Context (Why the change? What's the scenario?) I want to be able to change models from openai text generation in runtime. ## High level description (Approach, Design)...
### Context / Scenario If I try to use Kernel Memory with gpt-o1, the text generation throws an exception. ------------------------------------------------------------------ HTTP 400 (invalid_request_error: unsupported_parameter) Parameter: max_tokens Unsupported parameter: 'max_tokens' is...
