Structured LLM Output in .NET: Stop Parsing Prose
Regex-parsing an LLM's prose reply breaks the day the model rephrases. Ask for a typed object instead — your C# type becomes a JSON schema the model must satisfy.
ai
4 posts with the tag “ai”
RAG in .NET: Semantic Search Without a Vector Vendor
You don't need a vector database vendor to ship retrieval-augmented generation in .NET. Here's semantic search end to end — embeddings, pgvector, similarity search, and a grounded LLM answer — on the Postgres you already run.
Impossible Travel Detection & Session Risk Scoring in .NET
A stolen session cookie passes every auth check you have. The signal that something is wrong isn't in the token — it's in the pattern: a login from Brussels, then São Paulo, eight minutes later. Here's how to catch it in .NET.
Let AI Agents Use Your .NET Modules
The new Granit.Mcp module family wraps the MCP C# SDK to expose your application capabilities to AI agents, with auto-discovery, RBAC authorization, and GDPR-compliant output sanitization.