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rag pipelines
About this tag
The tag 'rag pipelines' on WindowsForum.com covers discussions about retrieval-augmented generation (RAG) architectures, particularly in the context of Microsoft Copilot and enterprise data security. Recent threads examine how Copilot's RAG pipeline processes data from Microsoft Graph sources like Outlook and SharePoint, highlighting enforcement gaps where confidential data was retrieved without triggering DLP, EDR, or WAF alerts. The tag also touches on related infrastructure topics, such as SQL Server 2025 RC0's support for Ubuntu and TLS 1.3, which may intersect with RAG pipeline deployment. Overall, the content focuses on the security, governance, and technical implementation of RAG pipelines in Microsoft environments.
Microsoft’s Copilot has quietly breached its own promise: for the second time in eight months the assistant’s retrieval pipeline processed data explicitly labeled as confidential, and — crucially — no existing DLP, EDR, or WAF in the conventional security stack raised an alert.
Background...
Microsoft has pushed the first public Release Candidate (RC0) of SQL Server 2025 into preview with two headline changes that matter to every Windows-centric IT team experimenting with Linux-first development: official Ubuntu 24.04 support for dev/test scenarios and TLS 1.3 enabled by default...
ai workloads
backup
cloud-native databases
container testing
containerized development
copilot ssms
database security
dev/test
docker
driver compatibility
embeddings
encryption
enterprise evaluation
ga certification
in-database ai
json support
linux
lock
mcr image
monitoring observability
oaep-256
performance optimization
production readiness
ragpipelines
rc0
security defaults
sql server
sql server 2025
sql server on linux
tds 8.0
tls 1.3
ubuntu 24.04
wsl2