Topic

Kotlin & Android LLM Integration

12 posts on kotlin & android llm integration — part of api integration on the n4n AI blog.

WorkManager for background LLM API calls in Android

Implement reliable Android WorkManager LLM API calls with Kotlin: background jobs, retries, constraints, and progress reporting for production apps.

July 17, 20263 min read

API integrationGuide

ViewModel and StateFlow patterns for LLM chat apps

Practical patterns for building Android LLM chat apps with ViewModel and StateFlow: model state, stream tokens, handle cancellation, and avoid common pitfalls.

July 17, 20264 min read

API integrationHow-to

Unit testing LLM API calls in Kotlin with MockWebServer

Step-by-step kotlin mockwebserver llm api testing tutorial: mock OpenAI-compatible endpoints, assert requests, and run deterministic LLM client unit tests.

July 17, 20263 min read

API integrationHow-to

Streaming LLM responses in Android with Kotlin Flow

Learn how to implement android kotlin flow streaming llm responses over SSE with OkHttp, coroutines, and Compose for live token updates.

July 17, 20263 min read

API integrationHow-to

Storing LLM API keys in Android DataStore

Learn how to implement secure android datastore api key storage for LLM credentials with encrypted DataStore, Kotlin code, and step-by-step integration.

July 17, 20263 min read

API integrationTutorial

Parsing LLM responses in Kotlin with kotlinx.serialization

Hands-on Kotlin tutorial: parse LLM API responses with kotlinx.serialization llm api parsing, covering data models, streaming, and error handling.

July 17, 20262 min read

API integrationComparison

Ktor client vs Retrofit for Android LLM integration

A pragmatic head-to-head comparing Ktor and Retrofit for Android LLM integration across latency, streaming, ergonomics, and cost model.

July 17, 20265 min read

API integrationHow-to

Handling rate limits in Kotlin LLM API clients

Practical patterns for building resilient Kotlin LLM API clients that handle rate limits with retries, backoff, and fallback to keep workloads running.

July 17, 20263 min read

API integrationHow-to

Kotlin coroutines for async LLM API calls

Step-by-step guide to using Kotlin coroutines for async LLM API calls: build a suspended, streaming OpenAI-compatible client with Ktor, timeouts, and verification.

July 16, 20263 min read

API integrationTutorial

Calling the OpenAI API from Kotlin with Retrofit

Hands-on Kotlin Retrofit tutorial for the OpenAI API: step-by-step models, auth, streaming, and error handling with runnable code.

July 16, 20262 min read

API integrationTutorial

Building an Android chat app with n4n and Jetpack Compose

Step-by-step guide to building an Android chat app with n4n and Jetpack Compose: OpenAI-compatible streaming, Kotlin retrofit, and Compose UI.

July 16, 20262 min read

API integrationTutorial

Building a Jetpack Compose chat UI for an LLM API

Step-by-step tutorial to build a Jetpack Compose chat UI for an LLM API in Kotlin, covering streaming, state management, and error handling.

July 16, 20262 min read