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Stop guessing how AI works in .NET.
Download the source code and run it yourself.

Three complete, working projects - Semantic Search, RAG System, and MCP Server - built with .NET 10 and running entirely on your machine.

✅ .NET 10✅ Semantic Search✅ RAG System✅ MCP Server✅ Ollama LLMs✅ pgvector

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What's Inside

Three self-contained modules. Each one is a real, runnable project with a companion article.

Module 1
Semantic Search in .NET

Build a search that understands meaning, not just keywords. Uses Microsoft.Extensions.AI, Ollama for local embeddings, and pgvector on Neon Serverless Postgres to store and query vectors.

Microsoft.Extensions.AIOllamapgvectorNeon Serverless Db
Module 2
RAG System in .NET

Ground your AI responses in real data. Ingest documents, embed them, retrieve the relevant chunks at query time, and feed them to an LLM - so the AI answers from your data, not from guesswork.

Retrieval-Augmented GenerationOllama LLMspgvectorASP.NET Core
Module 3
MCP Server in .NET

Expose your .NET services as tools that any AI client can call. GitHub Copilot, Claude, and Cursor connect to your server and use your data - without you rewriting anything per client.

Model Context ProtocolGitHub CopilotASP.NET CoreBlazor Dashboard
AI in .NET Starter Kit cover

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Enter your email and I'll send you the full source code for all three modules - Semantic Search, RAG System, and MCP Server - ready to clone and run.