samchon
typia
Go

Super-fast/easy runtime validators and serializers via transformation

Last updated Jul 10, 2026
5.8k
Stars
224
Forks
5
Issues
0
Stars/day
Attention Score
90
Language breakdown
Go 46.0%
TypeScript 44.5%
MDX 8.3%
JavaScript 1.1%
HTML 0.1%
CSS 0.1%
Files click to expand
README

Typia

Typia Logo

GitHub license NPM Version NPM Downloads Build Status Guide Documents Discord Badge

// RUNTIME VALIDATORS
export function is<T>(input: unknown): input is T; // returns boolean
export function assert<T>(input: unknown): T; // throws TypeGuardError
export function assertGuard<T>(input: unknown): asserts input is T;
export function validate<T>(input: unknown): IValidation<T>; // detailed

// JSON FUNCTIONS export namespace json { export function schema<T>(): IJsonSchemaUnit<T>; // JSON schema export function assertParse<T>(input: string): T; // type safe parser export function assertStringify<T>(input: T): string; // safe and faster }

// AI FUNCTION CALLING HARNESS export namespace llm { // collection of function calling schemas + validators/parsers export function application<Class>(): ILlmApplication<Class>; export function structuredOutput<P>(): ILlmStructuredOutput; // lenient json parser + type coercion export function parse<T>(str: string): T; }

// PROTOCOL BUFFER export namespace protobuf { export function message<T>(): string; // Protocol Buffer message export function assertDecode<T>(buffer: Uint8Array): T; // safe decoder export function assertEncode<T>(input: T): Uint8Array; // safe encoder }

// RANDOM GENERATOR export function random<T>(g?: Partial<IRandomGenerator>): T;

typia is a transformer library supporting below features:

- Super-fast Runtime Validators - Enhanced JSON schema and serde functions - LLM function calling harness - Protocol Buffer encoder and decoder - Random data generator

[!NOTE]
>
- Only one line required, with pure TypeScript type
- Runtime validator is 20,000x faster than class-validator
- JSON serialization is 200x faster than class-transformer
- LLM function calling harness turns 6.75% → 100% accuracy

Setup

Install typia with the ttsc toolchain.

# install
npm i typia
npm i -D ttsc typescript

build

npx ttsc

run a script directly

npx ttsx src/index.ts

You must use ttsc and ttsx. The stock tsc, ts-node, and tsx cannot apply the typia transform, so they will not work.

For bundler integration (Vite, Next.js, Webpack, Rollup, esbuild, ...), use @ttsc/unplugin.

Transformation

If you call typia function, it would be compiled like below.

This is the key concept of typia, transforming TypeScript type to a runtime function. The typia.is<T>() function is transformed to a dedicated type checker by analyzing the target type T in the compilation level.

This feature enables developers to ensure type safety in their applications, leveraging TypeScript's static typing while also providing runtime validation. Instead of defining additional schemas, you can simply utilize the pure TypeScript type itself.

//----
// examples/checkString.ts
//----
import typia, { tags } from "typia";
export const checkString = typia.createIs<string>();

//---- // examples/checkString.js //---- import typia from "typia"; export const checkString = (() => { return (input) => "string" === typeof input; })();

Sponsors

Backers

Thanks for your support.

Your donation encourages typia development.

Playground

You can experience how typia works by playground website:

  • 💻 https://typia.io/playground

Guide Documents

Check out the document in the website:

🏠 Home

📖 Features

  • Runtime Validators
- assert() function - is() function - validate() function - Functional Module - Special Tags
  • Enhanced JSON
- JSON Schema - stringify() functions - parse() functions
  • LLM Function Calling Harness
- application() function - structuredOutput() function - HttpLlm module - LlmJson module
  • Protocol Buffer
- Message Schema - decode() functions - encode() functions

🔗 Appendix

- MCP - Vercel AI SDK - LangChain - NestJS - tRPC

Inspired By

🔗 More in this category

© 2026 GitRepoTrend · samchon/typia · Updated daily from GitHub