Add native LLM core foundation (#24712)
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import { describe, expect } from "bun:test"
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import { Effect, Schema, Stream } from "effect"
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import { LLM } from "../src"
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import { Route, Endpoint, LLMClient, Protocol, type RouteModelInput, type FramingDef } from "../src/route"
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import { ModelRef } from "../src/schema"
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import { testEffect } from "./lib/effect"
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import { dynamicResponse } from "./lib/http"
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const updateModel = (model: ModelRef, patch: Partial<ModelRef.Input>) => ModelRef.update(model, patch)
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const Json = Schema.fromJsonString(Schema.Unknown)
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const encodeJson = Schema.encodeSync(Json)
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type FakeBody = {
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readonly body: string
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}
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const FakeEvent = Schema.Union([
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Schema.Struct({ type: Schema.Literal("text"), text: Schema.String }),
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Schema.Struct({ type: Schema.Literal("finish"), reason: Schema.Literal("stop") }),
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])
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type FakeEvent = Schema.Schema.Type<typeof FakeEvent>
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const decodeFakeEvents = Schema.decodeUnknownEffect(Schema.fromJsonString(Schema.Array(FakeEvent)))
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const fakeFraming: FramingDef<FakeEvent> = {
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id: "fake-json-array",
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frame: (bytes) =>
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Stream.fromEffect(
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bytes.pipe(
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Stream.decodeText(),
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Stream.runFold(
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() => "",
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(text, event) => text + event,
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),
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Effect.flatMap(decodeFakeEvents),
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Effect.orDie,
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),
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).pipe(Stream.flatMap(Stream.fromIterable)),
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}
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const request = LLM.request({
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id: "req_1",
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model: LLM.model({
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id: "fake-model",
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provider: "fake-provider",
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route: "fake",
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baseURL: "https://fake.local",
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}),
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prompt: "hello",
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})
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const raiseEvent = (event: FakeEvent): import("../src/schema").LLMEvent =>
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event.type === "finish" ? { type: "request-finish", reason: event.reason } : { type: "text-delta", text: event.text }
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const fakeProtocol = Protocol.make<FakeBody, FakeEvent, FakeEvent, void>({
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id: "fake",
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body: {
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schema: Schema.Struct({
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body: Schema.String,
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}),
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from: (request) =>
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Effect.succeed({
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body: [
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...request.messages
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.flatMap((message) => message.content)
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.filter((part) => part.type === "text")
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.map((part) => part.text),
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...request.tools.map((tool) => `tool:${tool.name}:${tool.description}`),
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].join("\n"),
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}),
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},
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stream: {
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event: FakeEvent,
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initial: () => undefined,
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step: (state, event) => Effect.succeed([state, [raiseEvent(event)]] as const),
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},
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})
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const fake = Route.make({
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id: "fake",
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protocol: fakeProtocol,
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endpoint: Endpoint.path("/chat"),
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framing: fakeFraming,
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})
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const gemini = Route.make({
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id: "gemini-fake",
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protocol: fakeProtocol,
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endpoint: Endpoint.path("/chat"),
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framing: fakeFraming,
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})
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const echoLayer = dynamicResponse(({ text, respond }) =>
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Effect.succeed(
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respond(
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encodeJson([
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{ type: "text", text: `echo:${text}` },
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{ type: "finish", reason: "stop" },
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]),
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),
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),
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)
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const it = testEffect(echoLayer)
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describe("llm route", () => {
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it.effect("stream and generate use the route pipeline", () =>
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Effect.gen(function* () {
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const llm = yield* LLMClient.Service
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const events = Array.from(yield* llm.stream(request).pipe(Stream.runCollect))
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const response = yield* llm.generate(request)
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expect(events.map((event) => event.type)).toEqual(["text-delta", "request-finish"])
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expect(response.events.map((event) => event.type)).toEqual(["text-delta", "request-finish"])
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}),
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)
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it.effect("selects routes by request route", () =>
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Effect.gen(function* () {
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const llm = yield* LLMClient.Service
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const prepared = yield* llm.prepare(
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LLM.updateRequest(request, { model: updateModel(request.model, { route: "gemini-fake" }) }),
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)
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expect(prepared.route).toBe("gemini-fake")
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}),
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)
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it.effect("maps model input before building refs", () =>
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Effect.gen(function* () {
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const mapped = Route.model<RouteModelInput & { readonly region?: string }>(
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fake,
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{ provider: "fake-provider", baseURL: "https://fake.local" },
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{
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mapInput: (input) => {
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const { region, ...rest } = input
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return { ...rest, native: { region } }
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},
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},
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)
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expect(mapped({ id: "fake-model", region: "us-east-1" }).native).toEqual({ region: "us-east-1" })
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}),
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)
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it.effect("rejects duplicate route ids", () =>
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Effect.gen(function* () {
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expect(() =>
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Route.make({
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id: "fake",
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protocol: Protocol.make({
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...fakeProtocol,
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body: {
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...fakeProtocol.body,
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from: () => Effect.succeed({ body: "late-default" }),
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},
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}),
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endpoint: Endpoint.path("/chat"),
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framing: fakeFraming,
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}),
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).toThrow('Duplicate LLM route id "fake"')
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}),
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)
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it.effect("rejects missing route", () =>
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Effect.gen(function* () {
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const llm = yield* LLMClient.Service
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const error = yield* llm
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.prepare(LLM.updateRequest(request, { model: updateModel(request.model, { route: "missing" }) }))
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.pipe(Effect.flip)
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expect(error.message).toContain("No LLM route")
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}),
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)
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})
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