AI and LLM in .NET: Transforming Big Data Analysis (Workshop for WeAreDeveloper 2025 – Berlin)

July 7, 2025

If you’re reading this page, chances are you’ve attended my workshop and want to follow along with the code—or perhaps add your own features and improvements.

Let’s start with the repository link:
https://github.com/MehdiMohseni82/dotnet-talk.ai.profile.finder

To work with this system, you’ll need a PostgreSQL instance and an Open WebUI instance.
Both are included in the repository.
To start each one, simply navigate to its folder and run:

docker compose up -d

Model Downloads

For this project, you’ll need at least one compatible LLM model file. You can download them here:

  • Qwen2-7B-Instruct-FP16.gguf:
    https://huggingface.co/Qwen/Qwen2-7B-Instruct-GGUF/tree/main

Just download your preferred model and place it in the appropriate models folder as described in the repository instructions.

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Programming isn’t just writing code; it’s a lens through which we redefine the world.

Programming isn’t just writing code; it’s a lens through which we redefine the world.