package chatoyant

  1. Overview
  2. Docs
OCaml-first LLM SDK with Melange-generated JavaScript

Install 

dune-project
 Dependency

github.com Readme Changelog Edit opam file Versions (4)

Authors

  1. A
    Anonyfox <max@anonyfox.com>

Maintainers

  1. A
    Anonyfox <max@anonyfox.com>

Sources

chatoyant-v0.12.2.tbz
sha256=a885dcf4b3c6ede268e2027bedf6955a5c889f7ed01c40b719f8369655957d47
sha512=0bb8dfa12157ba2e482927717c2242c1ea914dce1427801e405987811550afbd6d6b11f07d1e1379259360d17f4ca43ff81963bf407cddb7bedd0dfbb93a55ee

doc/src/chatoyant.core/preset.ml.html

Source file preset.ml

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type model_preset = Fast | Cheap | Best | Balanced | Reasoning
type reasoning = Off | Low | Medium | High
type creativity = Precise | Balanced_creativity | Creative | Wild

type reasoning_config = {
  openai_effort : string;
  anthropic_budget_tokens : int option;
  xai_prefer_reasoning_model : bool;
}

open Chatoyant_provider.Provider

let model_preset_of_string = function
  | "fast" -> Some Fast
  | "cheap" -> Some Cheap
  | "best" -> Some Best
  | "balanced" -> Some Balanced
  | "reasoning" -> Some Reasoning
  | _ -> None

let string_of_model_preset = function
  | Fast -> "fast"
  | Cheap -> "cheap"
  | Best -> "best"
  | Balanced -> "balanced"
  | Reasoning -> "reasoning"

let resolve_model_preset ~provider preset =
  match (preset, provider) with
  | Fast, Openai -> Some "gpt-5.6-luna"
  | Fast, Anthropic -> Some "claude-haiku-4-5"
  | Fast, Xai -> Some "grok-4-1-fast-non-reasoning"
  | Cheap, Openai -> Some "gpt-5.4-mini"
  | Cheap, Anthropic -> Some "claude-haiku-4-5"
  | Cheap, Xai -> Some "grok-4-1-fast-non-reasoning"
  | Best, Openai -> Some "gpt-5.6-sol"
  | Best, Anthropic -> Some "claude-fable-5"
  | Best, Xai -> Some "grok-4.5"
  | Balanced, Openai -> Some "gpt-5.6-terra"
  | Balanced, Anthropic -> Some "claude-sonnet-5"
  | Balanced, Xai -> Some "grok-4.3"
  | Reasoning, Openai -> Some "gpt-5.5-pro"
  | Reasoning, Anthropic -> Some "claude-fable-5"
  | Reasoning, Xai -> Some "grok-4.5"
  | _, (Local | Openrouter) -> None

let temperature_of_creativity = function
  | Precise -> 0.0
  | Balanced_creativity -> 0.7
  | Creative -> 1.0
  | Wild -> 1.5

let reasoning_config = function
  | Off ->
      {
        openai_effort = "none";
        anthropic_budget_tokens = None;
        xai_prefer_reasoning_model = false;
      }
  | Low ->
      {
        openai_effort = "low";
        anthropic_budget_tokens = Some 2_048;
        xai_prefer_reasoning_model = false;
      }
  | Medium ->
      {
        openai_effort = "medium";
        anthropic_budget_tokens = Some 8_192;
        xai_prefer_reasoning_model = true;
      }
  | High ->
      {
        openai_effort = "high";
        anthropic_budget_tokens = Some 32_768;
        xai_prefer_reasoning_model = true;
      }

let starts_with ~prefix value =
  let prefix_len = String.length prefix in
  String.length value >= prefix_len && String.sub value 0 prefix_len = prefix

let supports_openai_reasoning model =
  List.exists
    (fun prefix -> starts_with ~prefix model)
    [ "gpt-5"; "o1"; "o3"; "o4" ]

let adjust_xai_model_for_reasoning ~prefer_reasoning model =
  match (model, prefer_reasoning) with
  | "grok-4.20-0309-reasoning", false -> "grok-4.20-0309-non-reasoning"
  | "grok-4.20-0309-non-reasoning", true -> "grok-4.20-0309-reasoning"
  | "grok-4-1-fast-reasoning", false -> "grok-4-1-fast-non-reasoning"
  | "grok-4-1-fast-non-reasoning", true -> "grok-4-1-fast-reasoning"
  | "grok-4-fast-reasoning", false -> "grok-4-fast-non-reasoning"
  | "grok-4-fast-non-reasoning", true -> "grok-4-fast-reasoning"
  | _ -> model