Chatoyant

OCaml-first SDK for LLM providers with an Eio native runtime and a zero-runtime-dependency JavaScript package generated by Melange. Chatoyant provides typed provider clients, structured outputs, tool calling, streaming, token/cost accounting, and root-only npm exports.

chatoyant /shuh-TOY-uhnt/ - having a changeable lustre.

Highlights

• Native OCaml API built around Eio, result-returning calls, .mli contracts, and typed tool definitions.
• Melange-generated npm package with one root import path, ESM and CommonJS entrypoints, colocated .d.ts and .d.cts declarations, and no runtime npm dependencies.
• Unified Chat session API, one-shot text/data/stream shortcuts, tool calling, streaming accumulation, JSON roundtrip, and token/cost accounting.
• Raw provider clients for OpenAI, Anthropic, xAI, Meta (Muse Spark), OpenRouter, and local OpenAI-compatible servers.
• Standalone Draft 2020-12 JSON Schema parser/validator with OpenAI strict projection and typed OCaml codec generation.
• Production-derived JS usage tests, OCaml native tests, TypeScript declaration checks, package metadata checks, and the official JSON Schema suite against the bundled npm package.

Provider Routing

Provider	Env var	Detection
OpenAI	OPENAI_API_KEY	gpt-*, o1-*, o3-*, o4-*, chatgpt-*
Anthropic	ANTHROPIC_API_KEY	claude-*
xAI	XAI_API_KEY	grok-*
Meta	META_API_KEY (or MODEL_API_KEY)	muse-*
OpenRouter	OPENROUTER_API_KEY	Slash notation such as openai/gpt-4o
Local	LOCAL_BASE_URL	Explicit provider: "local" or local fallback

Model presets are available for quick intent-based calls: fast, cheap, balanced, best, and reasoning.

OCaml Quick Start

open Chatoyant

let () =
  Eio_main.run @@ fun env ->
  let ai = Chatoyant.openai ~model:"gpt-5.6-luna" env in
  match Chatoyant.gen_text ai "Say hello in three words." with
  | Ok text -> print_endline text
  | Error err -> prerr_endline (Chatoyant.Error.provider err)

Typed tools are ordinary modules. Comments become schema descriptions, option means optional, and the generated tool value plugs into a chat.

module%tool Calculate = struct
  type operation =
    | Add
    | Divide

  type request = {
    operation : operation; (** Operation to apply. *)
    values : float list [@min_items 1]; (** Numbers to combine in order. *)
  }

  type answer = { result : float }

  (** Combine numbers with a typed arithmetic operation. *)
  let run : request -> (answer, string) result =
   fun { operation; values } ->
    match operation, values with
    | _, [] -> Error "at least one value is required"
    | Add, values -> Ok { result = List.fold_left ( +. ) 0. values }
    | Divide, first :: rest ->
        List.fold_left
          (fun acc value -> Result.bind acc (fun n ->
             if value = 0. then Error "division by zero" else Ok (n /. value)))
          (Ok first) rest
        |> Result.map (fun result -> { result })
end

let () =
  Eio_main.run @@ fun env ->
  let ai =
    Chatoyant.openai ~model:"gpt-5.6-luna" ~tools:[ Calculate.tool ] env
  in
  ignore (Chatoyant.gen_text ai "Divide 83 by 3.")

For the full native guide, see OCAML.md.

JavaScript Quick Start

import { Chat, Schema, createTool, genData, genStream, genText } from "chatoyant";

const text = await genText("What is 2+2?", {
  model: "fast",
  system: "Return short answers.",
});

class Person extends Schema {
  name = Schema.String({ description: "Person name" });
  age = Schema.Integer({ minimum: 0 });
}

const person = await genData("Extract: Alice is 30 years old", Person);

for await (const chunk of genStream("Write a haiku about typed APIs.")) {
  process.stdout.write(chunk);
}

const lookup = createTool({
  name: "lookup",
  description: "Lookup data",
  parameters: { q: Schema.String({ minLength: 1 }) },
  async execute({ args }) {
    return { found: args.q };
  },
});

const chat = new Chat({ model: "gpt-4o" });
chat.system("Use tools when useful.").user("Find needle").addTool(lookup);
console.log(await chat.generate());

All JavaScript imports come from the package root:

import { Chat, OpenAI, OpenRouter, Tokens, JsonSchema, genText } from "chatoyant";

Former subpath imports from the TypeScript package intentionally move to this root surface. See JAVASCRIPT.md.

Build And Test

From the repository root:

make build   # OCaml + Melange build, then the esbuild npm bundle
make test    # native tests, JS parity tests, tsc, and the JSON Schema suite
make check   # the full release gate
make help    # list all targets

make check builds and tests the native OCaml package first, emits Melange ESM, bundles the npm package with esbuild, runs Node's native tests against dist/index.js, checks dist/index.d.ts with tsc, runs the pinned official JSON Schema suite through the bundled package, lints opam metadata, checks local documentation links, verifies package metadata, and dry-packs the npm artifact.

See CONTRIBUTING.md for setup, the project layout, and the release process, and CHANGELOG.md for release history.

Support

If this package helps your project, consider sponsoring its maintenance: GitHub Sponsors.

Anonyfox | MIT License