import { Effect } from "effect" import { ai, DecisionClient, DecisionModel, type DecisionModelRoute, type DecisionRequestInput } from "../src/effect.js" import type { Service } from "../src/decision-client.js" import { Baseten, OpenAI, OpenCode, OpenRouter, TypeSafeAI } from "../src/providers.js" type Requirements = T extends Effect.Effect ? R : never type Success = T extends Effect.Effect ? A : never type Equal = [A, B] extends [B, A] ? true : false type Assert = T const request = ai.decision.request({ model: TypeSafeAI.configure({ apiKey: "test" }).decision("jev-latest"), input: { ticket: "refund" }, questions: [ { name: "topic", type: "choice", instructions: "Which team?", choices: [{ value: "billing" }, { value: true }] }, { name: "severity", type: "score", instructions: "How severe?", levels: [{ label: "Low" }, { label: "High" }] }, { name: "refund", type: "predicate", instructions: "Refund?" }, ], }) const result = DecisionClient.generate(request) type Answers = Success["answers"] type Topic = Exclude type Choice = Assert> type Name = Assert> type ClientRequirements = Assert, Service>> void (true satisfies Choice) void (true satisfies Name) void (true satisfies ClientRequirements) // A built request is a plain object: pass it back to `generate` as is, or edit it with a spread. const generated = ai.decision.generate(request) type GeneratedAnswers = Assert["answers"], Answers>> void (true satisfies GeneratedAnswers) ai.decision.generate({ ...request, input: [{ type: "text", text: "Charged twice" }] }) Effect.gen(function* () { const response = yield* ai.decision.generate({ model: OpenCode.decision("jev-1.13"), input: [{ type: "text", text: "hello" }], questions: [{ name: "greeting", type: "predicate", instructions: "Greeting?" }], }) const greeting = response.answers[0] if (greeting.type === "error") return greeting.probability satisfies number // @ts-expect-error Predicate answers do not contain a selected choice. greeting.choice // @ts-expect-error There is one answer per question. response.answers[1] }) ;({ model: OpenCode.decision("jev-1.13"), // @ts-expect-error Input is a JSON object or a list of parts, not a plain string. input: "hello", questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], }) satisfies DecisionRequestInput declare const route: DecisionModelRoute<{ readonly temperature?: number }> const custom = DecisionModel.make({ id: "custom", provider: "custom", route }) ai.decision.generate({ model: custom, input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], providerOptions: { temperature: 0.5 }, }) ;({ model: custom, input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], // @ts-expect-error Selected decision models retain their provider option types. providerOptions: { temperature: "high" }, }) satisfies DecisionRequestInput ai.decision.generate({ model: OpenAI.decision("gpt-6-luna"), input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], providerOptions: { promptCacheKey: "support-v1", safetyIdentifier: "user-1" }, }) const openai = OpenAI.decision("gpt-6-luna") ;({ model: openai, input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], // @ts-expect-error OpenAI safety identifiers are strings. providerOptions: { safetyIdentifier: 1 }, }) satisfies DecisionRequestInput ai.decision.generate({ model: OpenRouter.decision("typesafe/jev-1.13"), input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], providerOptions: { provider: { zdr: true }, session_id: "session-1", user: "user-1" }, }) const openrouter = OpenRouter.decision("typesafe/jev-1.13") ;({ model: openrouter, input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], // @ts-expect-error OpenRouter session IDs are strings. providerOptions: { session_id: 1 }, }) satisfies DecisionRequestInput ai.decision.generate({ model: Baseten.decision("decision-models/baseten-elephant-9b-latest"), input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], providerOptions: { max_len: 512 }, }) const baseten = Baseten.decision("decision-models/baseten-elephant-9b-latest") ;({ model: baseten, input: { text: "hello" }, questions: [{ name: "ok", type: "predicate", instructions: "OK?" }], // @ts-expect-error Baseten max_len is a number. providerOptions: { max_len: "512" }, }) satisfies DecisionRequestInput