Library/kernel-memory
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microsoft/kernel-memory

kernel-memory

Research project. A Memory solution for users, teams, and applications.

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

2,145

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Forks

398

Using upstream fork count

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0

Activity Score

0/100

0 commits in 30d

Created

Jul 13, 2023

Project creation date

README Summary

Kernel Memory is a Microsoft research project that provides a comprehensive memory solution designed to serve users, teams, and applications. It offers a multi-modal AI service for efficiently indexing datasets through custom continuous data hybrid search pipelines, with support for Retrieval Augmented Generation (RAG) patterns. The system can run as a web service or be embedded in applications, featuring serverless options and integration with various AI platforms and vector databases.

AI Dev Skills

Unmapped

Retrieval-Augmented GenerationVector Database ManagementSemantic SearchDocument Processing PipelineMulti-modal AI IntegrationEmbedding Model IntegrationLarge Language Model OrchestrationText Chunking and SegmentationAI Service ArchitectureContinuous Data Ingestion

Tags

Retrieval-Augmented GenerationVector Database ManagementSemantic SearchDocument Processing PipelineMulti-modal AI IntegrationEmbedding Model IntegrationLarge Language Model OrchestrationText Chunking and SegmentationAI Service ArchitectureContinuous Data IngestionLegal TechWeb PagesMulti-format Document ProcessingDocker ContainersSemantic Document SearchDocument Question AnsweringOffice DocumentsOn-premiseKnowledge Base ConstructionCompound AI SystemsHealthcareResearch and DevelopmentServerlessPDFEnterprise Knowledge ManagementAI-powered Knowledge ManagementAI-powered Information RetrievalEnterprise Search SolutionsEnterprise AITextSelf-hostedCloud APIMultimodalEducationVector SearchC#

Taxonomy

Recent Activity

Updated 3 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

beta
Quality
high
Maturity
beta

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingNLP & TextOther AI / MLML Platform & InfrastructureHealthcare & BiologyFinance & LegalMultimodal AIEdge & Mobile AISearch & KnowledgeMLOps & InfrastructureDev Tools & AutomationLearning ResourcesComputer VisionFoundation Models

PM Skills

Scale & Reliability

Languages

C#100.0%

Timeline

Project created
Jul 13, 2023
Forked
Mar 22, 2026
Your last push
3 months ago
Upstream last push
3 months ago
Tracked since
Dec 18, 2025

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