Tutorials ASP.NET Core with Agentic AI Tutorial
Docker for AI — Complete Guide
Docker for AI — Complete Guide: free step-by-step lesson with examples, common mistakes, and interview tips — part of ASP.NET Core with Agentic AI Tutorial on Toolliyo Academy.
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ASP.NET Core with Agentic AI Tutorial · Lesson 61 of 100
Docker for AI
AI basics ✓ → Agents
Agents · 2 — Build · ~10 min · Module 7: Cloud-Native AI and DevOps
What is this?
Docker packages AgentNest API, workers, and local Qdrant into reproducible containers. Dockerfiles pin .NET 8 runtime and bake in health checks for model-dependent services.
Why should you care?
Dev, CI, and staging must run identical AI stacks — mismatched SK versions cause works-on-my-machine agent failures.
See it live — copy this example
Paste into an ASP.NET Core 8+ / AgentNest project, then run with dotnet run (set your API keys in user-secrets).
# AgentNest.Api/Dockerfile
FROM mcr.microsoft.com/dotnet/aspnet:8.0 AS base
WORKDIR /app
EXPOSE 8080
FROM mcr.microsoft.com/dotnet/sdk:8.0 AS build
WORKDIR /src
COPY . .
RUN dotnet publish AgentNest.Api/AgentNest.Api.csproj -c Release -o /app/publish
FROM base
COPY --from=build /app/publish .
HEALTHCHECK CMD curl -f http://localhost:8080/health/ready || exit 1
ENTRYPOINT ["dotnet", "AgentNest.Api.dll"]
What happened?
- Multi-stage build publishes Release output on ASP.NET 8 runtime with /health/ready probe for orchestrators.
- Follow the steps below — typing the code yourself is the fastest way to learn.
Practice next
- Add Dockerfile to AgentNest.Api project.
- docker build -t agentnest-api:local .
- Pass OpenAI keys via docker run -e or compose secrets.
- Add non-root USER in final stage.
- Mount appsettings via Docker config for local Qdrant URL.
Remember
Containerize AgentNest API on aspnet:8.0 runtime. Use multi-stage builds and health checks. Inject secrets at runtime, never COPY into image.
Consistent agent CI
CI pipeline runs integration tests against containerized API and Qdrant.
Outcome: Same Docker image promotes from test to staging with unchanged SK dependencies.
Interview prep for this lesson
Practice these questions aloud after reading—each links to a full structured answer.
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