Tutorials ASP.NET Core with Agentic AI Tutorial

AI APIs — Complete Guide

AI APIs — 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 18 of 100

AI APIs

AI basicsAgents

AI basics · 1 — Setup · ~6 min · Module 2: ASP.NET Core AI Fundamentals

What is this?

AI APIs are HTTP endpoints that expose chat, embed, search, or agent actions to front ends and partners. AgentNest publishes versioned routes under /api/v1/ai with OpenAPI descriptions.

Why should you care?

Mobile CRM apps and hospital kiosks integrate through stable REST contracts, not embedded SDK keys.

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/Controllers/AiChatController.cs
[ApiController]
[Route("api/v1/ai/chat")]
public sealed class AiChatController(IChatClient chat) : ControllerBase
{
    [HttpPost]
    public async Task<ActionResult<ChatResponseDto>> Post([FromBody] ChatRequestDto req, CancellationToken ct)
    {
        var messages = req.Messages.Select(m => new ChatMessage(m.Role, m.Content));
        var response = await chat.GetResponseAsync(messages, cancellationToken: ct);
        return Ok(new ChatResponseDto(response.Text, response.Usage?.TotalTokens));
    }
}

What happened?

  • AiChatController maps DTOs to ChatMessage sequences and returns token usage for billing.
  • Versioned route leaves room for breaking v2 agent payloads.

Practice next

  1. Define ChatRequestDto with Role/Content message list.
  2. Add Swashbuckle and document 401/429 responses.
  3. Validate message count and total character limits.
  4. Add If-Match header for conversation session versioning.
  5. Return ProblemDetails on validation failures.

Remember

Expose AI through versioned REST DTOs, not raw SDK types. Include usage metadata for AgentNest billing. Document limits and error codes in OpenAPI.

Partner ERP widget

An ISV embeds AgentNest chat in their finance dashboard via API key.

Outcome: Stable ChatRequestDto contract lets them upgrade AgentNest without UI rewrites.

Interview prep for this lesson

Practice these questions aloud after reading—each links to a full structured answer.

Junior Detailed
Explain Concepts in the context of ASP.NET Core with Agentic AI.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Concepts…
Mid Detailed
What are common mistakes teams make with LLMs when using ASP.NET Core with Agentic AI?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define LLMs in p…
Senior Detailed
How would you debug a production issue related to RAG in a ASP.NET Core with Agentic AI application?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define RAG in pl…
Junior Detailed
Describe a real-world scenario where Production mattered in a ASP.NET Core with Agentic AI project.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Productio…
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ASP.NET Core with Agentic AI Tutorial
Course syllabus

ASP.NET Core with Agentic AI Tutorial

Module 1: AI and Agentic AI Foundations
Module 2: ASP.NET Core AI Fundamentals
Module 3: Semantic Kernel
Module 4: AI Agents and Multi-Agent Systems
Module 5: RAG and Vector Databases
Module 6: AI Security and Observability
Module 7: Cloud-Native AI and DevOps
Module 8: AI SaaS and Enterprise Systems
Module 9: AI System Design and Architecture
Module 10: Enterprise AI Projects
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