AI ML �using �Microsoft Ecosystem
Shivprasad koirala
As a .NET developer, I keep hearing the same advice: “Be an expert in Python if you want to get into AI/ML”
AI
Data
ML
Train
Algorithm�(Classification, Clustering , Regression
?
Model
ML.NET
ONNX
Pytorch
Tensor Flow
Open Neural Network Exchange
ML.NET
Algorithm Support
Azure Content�Safety
Security Guard Rail
AI
ML
?
Data
Train
Algorithm�(Classification, Clustering , Regression
Model
ML.NET
ONNX
Pytorch
Tensor Flow
Security ( Microsoft Foundry)
Calling
Azure Content Safety
Security Guard Rail
AI
Data
ML
Train
Algorithm
?
Model
ML.NET
Context
Cloud Service
RAG
SQL Server Vector
ONNX
IEmbedding Extension.AI
SQL Server 2025….varbinary ( Sizes make sure)
using Microsoft.Extensions.AI;
Word2Vec, GloVe,
OpenAI text-embedding-3-small
Azure Content Safety
Security Guard Rail
AI
Data
ML
Train
Algorithm
?
Model
ML.NET
Context
Cloud Service
MCP
RAG
SQL Server Vector
Tools
ONNX
MCP NuGet
IEmbedding Extension.AI
IChatClient
Extension.AI
Tool MCP Nuget package
Azure Content Safety
Security Guard Rail
AI
Data
ML
Train
Algorithm
?
Model
ML.NET
Context
Cloud Service
MCP
RAG
SQL Server Vector
Semantic Kernel
Tools
ONNX
MCP NuGet
IEmbedding Extension.AI
IChatClient
Extension.AI
Azure Content Safety
Security Guard Rail
AI
Data
ML
Train
Algorithm
?
Model
ML.NET
Context
Cloud Service
MCP
RAG
SQL Server Vector
Azure AI Foundry
Azure ML Studio
Semantic Kernel
Tools
ONNX
MCP NuGet
IEmbedding Extension.AI
IChatClient
Extension.AI
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