feat(llm): add response reducer (#34417)

packages/llm/src/route/client.ts

@@ -374,17 +374,12 @@ const streamRequestWith = (runtime: TransportRuntime) => (request: LLMRequest) =
 
 const generateWith = (stream: Interface["stream"]) =>
   Effect.fn("LLM.generate")(function* (request: LLMRequest) {
-    return new LLMResponse(
+    const state = yield* stream(request).pipe(Stream.runFold(LLMResponse.empty, LLMResponse.reduce))
-      yield* stream(request).pipe(
+    const response = LLMResponse.complete(state)
-        Stream.runFold(
+    if (response) return response
-          () => ({ events: [] as LLMEvent[], usage: undefined as LLMResponse["usage"] }),
+    return yield* ProviderShared.eventError(
-          (acc, event) => {
+      `${request.model.provider}/${request.model.route.id}`,
-            acc.events.push(event)
+      "Provider stream ended without a terminal finish event",
-            if ("usage" in event && event.usage !== undefined) acc.usage = event.usage
-            return acc
-          },
-        ),
-      ),
     )
   })
 

packages/llm/src/schema/events.ts

@@ -1,7 +1,7 @@
 import { Schema } from "effect"
 import { ContentBlockID, FinishReason, ProtocolID, ProviderMetadata, RouteID, ToolCallID } from "./ids"
 import { ModelSchema } from "./options"
-import { ToolOutput, ToolResultValue } from "./messages"
+import { Message, ToolCallPart, ToolOutput, ToolResultPart, ToolResultValue, type ContentPart } from "./messages"
 import { ProviderFailureClassification } from "./errors"
 
 /**
@@ -335,9 +335,231 @@ const responseUsage = (events: ReadonlyArray<LLMEvent>) =>
     undefined,
   )
 
+interface ContentAssembly {
+  readonly contentIndex: number
+  readonly text: string
+  readonly providerMetadata?: ProviderMetadata
+}
+
+interface ToolInputAssembly {
+  readonly name: string
+  readonly text: string
+  readonly providerMetadata?: ProviderMetadata
+}
+
+interface ResponseState {
+  readonly events: ReadonlyArray<LLMEvent>
+  readonly message: Message
+  readonly usage?: Usage
+  readonly finishReason?: FinishReason
+  readonly textParts: Readonly<Record<string, ContentAssembly>>
+  readonly reasoningParts: Readonly<Record<string, ContentAssembly>>
+  readonly toolInputs: Readonly<Record<string, ToolInputAssembly>>
+}
+
+const emptyResponseState = (): ResponseState => ({
+  events: [],
+  message: Message.assistant([]),
+  textParts: {},
+  reasoningParts: {},
+  toolInputs: {},
+})
+
+const appendEvent = (state: ResponseState, event: LLMEvent): ResponseState => {
+  const events = [...state.events, event]
+  if (LLMEvent.is.finish(event)) {
+    return {
+      ...state,
+      events,
+      usage: event.usage ?? state.usage,
+      finishReason: event.reason,
+    }
+  }
+  if (LLMEvent.is.providerError(event)) {
+    return {
+      ...state,
+      events,
+      finishReason: state.finishReason ?? "error",
+    }
+  }
+  return {
+    ...state,
+    events,
+    usage: "usage" in event && event.usage !== undefined ? event.usage : state.usage,
+  }
+}
+
+const textContent = (text: string, providerMetadata: ProviderMetadata | undefined): ContentPart =>
+  providerMetadata === undefined ? { type: "text", text } : { type: "text", text, providerMetadata }
+
+const reasoningContent = (text: string, providerMetadata: ProviderMetadata | undefined): ContentPart =>
+  providerMetadata === undefined ? { type: "reasoning", text } : { type: "reasoning", text, providerMetadata }
+
+const contentWith = (state: ResponseState, content: ReadonlyArray<ContentPart>): ResponseState => ({
+  ...state,
+  message: Message.assistant(content),
+})
+
+const appendContent = (state: ResponseState, part: ContentPart) =>
+  contentWith(state, [...state.message.content, part])
+
+const replaceContent = (state: ResponseState, index: number, part: ContentPart) =>
+  contentWith(
+    state,
+    state.message.content.map((item, itemIndex) => (itemIndex === index ? part : item)),
+  )
+
+const ensureText = (state: ResponseState, id: string, providerMetadata?: ProviderMetadata): ResponseState => {
+  if (state.textParts[id]) return state
+  return {
+    ...appendContent(state, textContent("", providerMetadata)),
+    textParts: {
+      ...state.textParts,
+      [id]: { contentIndex: state.message.content.length, text: "", providerMetadata },
+    },
+  }
+}
+
+const reduceTextDelta = (state: ResponseState, event: TextDelta): ResponseState => {
+  const started = ensureText(state, event.id, event.providerMetadata)
+  const current = started.textParts[event.id]
+  if (!current) return started
+  const text = current.text + event.text
+  const providerMetadata = event.providerMetadata ?? current.providerMetadata
+  return {
+    ...replaceContent(started, current.contentIndex, textContent(text, providerMetadata)),
+    textParts: { ...started.textParts, [event.id]: { ...current, text, providerMetadata } },
+  }
+}
+
+const reduceTextEnd = (state: ResponseState, event: TextEnd): ResponseState => {
+  const current = state.textParts[event.id]
+  if (!current) return state
+  const providerMetadata = event.providerMetadata ?? current.providerMetadata
+  return {
+    ...replaceContent(state, current.contentIndex, textContent(current.text, providerMetadata)),
+    textParts: { ...state.textParts, [event.id]: { ...current, providerMetadata } },
+  }
+}
+
+const ensureReasoning = (state: ResponseState, id: string, providerMetadata?: ProviderMetadata): ResponseState => {
+  if (state.reasoningParts[id]) return state
+  return {
+    ...appendContent(state, reasoningContent("", providerMetadata)),
+    reasoningParts: {
+      ...state.reasoningParts,
+      [id]: { contentIndex: state.message.content.length, text: "", providerMetadata },
+    },
+  }
+}
+
+const reduceReasoningDelta = (state: ResponseState, event: ReasoningDelta): ResponseState => {
+  const started = ensureReasoning(state, event.id, event.providerMetadata)
+  const current = started.reasoningParts[event.id]
+  if (!current) return started
+  const text = current.text + event.text
+  const providerMetadata = event.providerMetadata ?? current.providerMetadata
+  return {
+    ...replaceContent(started, current.contentIndex, reasoningContent(text, providerMetadata)),
+    reasoningParts: { ...started.reasoningParts, [event.id]: { ...current, text, providerMetadata } },
+  }
+}
+
+const reduceReasoningEnd = (state: ResponseState, event: ReasoningEnd): ResponseState => {
+  const current = state.reasoningParts[event.id]
+  if (!current) return state
+  const providerMetadata = event.providerMetadata ?? current.providerMetadata
+  return {
+    ...replaceContent(state, current.contentIndex, reasoningContent(current.text, providerMetadata)),
+    reasoningParts: { ...state.reasoningParts, [event.id]: { ...current, providerMetadata } },
+  }
+}
+
+const reduceToolInputStart = (state: ResponseState, event: ToolInputStart): ResponseState => ({
+  ...state,
+  toolInputs: {
+    ...state.toolInputs,
+    [event.id]: { name: event.name, text: "", providerMetadata: event.providerMetadata },
+  },
+})
+
+const reduceToolInputDelta = (state: ResponseState, event: ToolInputDelta): ResponseState => {
+  const current = state.toolInputs[event.id] ?? { name: event.name, text: "" }
+  return {
+    ...state,
+    toolInputs: { ...state.toolInputs, [event.id]: { ...current, text: current.text + event.text } },
+  }
+}
+
+const reduceToolInputEnd = (state: ResponseState, event: ToolInputEnd): ResponseState => {
+  const current = state.toolInputs[event.id] ?? { name: event.name, text: "" }
+  return {
+    ...state,
+    toolInputs: {
+      ...state.toolInputs,
+      [event.id]: { ...current, name: event.name, providerMetadata: event.providerMetadata ?? current.providerMetadata },
+    },
+  }
+}
+
+const toolCallContent = (event: ToolCall): ContentPart =>
+  ToolCallPart.make({
+    id: event.id,
+    name: event.name,
+    input: event.input,
+    ...(event.providerExecuted === undefined ? {} : { providerExecuted: event.providerExecuted }),
+    ...(event.providerMetadata === undefined ? {} : { providerMetadata: event.providerMetadata }),
+  })
+
+const toolResultContent = (event: ToolResult): ContentPart =>
+  ToolResultPart.make({
+    id: event.id,
+    name: event.name,
+    result: event.result,
+    ...(event.providerExecuted === undefined ? {} : { providerExecuted: event.providerExecuted }),
+    ...(event.providerMetadata === undefined ? {} : { providerMetadata: event.providerMetadata }),
+  })
+
+const reduceToolCall = (state: ResponseState, event: ToolCall): ResponseState => {
+  const { [event.id]: _finished, ...toolInputs } = state.toolInputs
+  return { ...appendContent(state, toolCallContent(event)), toolInputs }
+}
+
+const reduceResponseState = (state: ResponseState, event: LLMEvent): ResponseState => {
+  const next = appendEvent(state, event)
+  switch (event.type) {
+    case "text-start":
+      return ensureText(next, event.id, event.providerMetadata)
+    case "text-delta":
+      return reduceTextDelta(next, event)
+    case "text-end":
+      return reduceTextEnd(next, event)
+    case "reasoning-start":
+      return ensureReasoning(next, event.id, event.providerMetadata)
+    case "reasoning-delta":
+      return reduceReasoningDelta(next, event)
+    case "reasoning-end":
+      return reduceReasoningEnd(next, event)
+    case "tool-input-start":
+      return reduceToolInputStart(next, event)
+    case "tool-input-delta":
+      return reduceToolInputDelta(next, event)
+    case "tool-input-end":
+      return reduceToolInputEnd(next, event)
+    case "tool-call":
+      return reduceToolCall(next, event)
+    case "tool-result":
+      return appendContent(next, toolResultContent(event))
+    default:
+      return next
+  }
+}
+
 export class LLMResponse extends Schema.Class<LLMResponse>("LLM.Response")({
+  message: Message,
   events: Schema.Array(LLMEvent),
   usage: Schema.optional(Usage),
+  finishReason: FinishReason,
 }) {
   /** Concatenated assistant text assembled from streamed `text-delta` events. */
   get text() {
@@ -356,8 +578,29 @@ export class LLMResponse extends Schema.Class<LLMResponse>("LLM.Response")({
 }
 
 export namespace LLMResponse {
+  export type State = ResponseState
   export type Output = LLMResponse | { readonly events: ReadonlyArray<LLMEvent>; readonly usage?: Usage }
 
+  /** Initial reducer state for assembling one provider attempt. */
+  export const empty = emptyResponseState
+
+  /** Purely fold one provider-neutral event into the attempt assembly state. */
+  export const reduce = reduceResponseState
+
+  /** Return a completed response only after a terminal finish or provider error. */
+  export const complete = (state: State): LLMResponse | undefined =>
+    state.finishReason === undefined
+      ? undefined
+      : new LLMResponse({
+          message: state.message,
+          events: [...state.events],
+          usage: state.usage,
+          finishReason: state.finishReason,
+        })
+
+  /** Convenience reducer for callers that already have a collected event list. */
+  export const fromEvents = (events: ReadonlyArray<LLMEvent>) => complete(events.reduce(reduce, empty()))
+
   /** Concatenate assistant text from a response or collected event list. */
   export const text = (response: Output) => responseText(response.events)
 

packages/llm/test/adapter.test.ts

@@ -115,6 +115,7 @@ describe("llm route", () => {
 
       expect(events.map((event) => event.type)).toEqual(["text-delta", "finish"])
       expect(response.events.map((event) => event.type)).toEqual(["text-delta", "finish"])
+      expect(response.message.content).toEqual([{ type: "text", text: 'echo:{"body":"hello"}' }])
     }),
   )
 

packages/llm/test/fixtures/recordings/gemini-cache/reports-cachedcontenttokencount-on-identical-second-call.json

@@ -21,7 +21,7 @@
         "headers": {
           "content-type": "text/event-stream"
         },
-        "body": ""
+        "body": "data: {\"candidates\":[{\"content\":{\"role\":\"model\",\"parts\":[{\"text\":\"Hi.\"}]},\"finishReason\":\"STOP\"}],\"usageMetadata\":{\"promptTokenCount\":1200,\"candidatesTokenCount\":2,\"totalTokenCount\":1202}}\n\n"
       }
     },
     {
@@ -39,7 +39,7 @@
         "headers": {
           "content-type": "text/event-stream"
         },
-        "body": ""
+        "body": "data: {\"candidates\":[{\"content\":{\"role\":\"model\",\"parts\":[{\"text\":\"Hi.\"}]},\"finishReason\":\"STOP\"}],\"usageMetadata\":{\"cachedContentTokenCount\":1100,\"promptTokenCount\":1200,\"candidatesTokenCount\":2,\"totalTokenCount\":1202}}\n\n"
       }
     }
   ]

packages/llm/test/provider/openai-chat.test.ts

@@ -1,7 +1,7 @@
 import { describe, expect } from "bun:test"
 import { Effect, Schema, Stream } from "effect"
 import { HttpClientRequest } from "effect/unstable/http"
-import { LLM, LLMError, Message, Model, ToolCallPart, Usage } from "../../src"
+import { LLM, LLMError, LLMEvent, Message, Model, ToolCallPart, Usage } from "../../src"
 import * as Azure from "../../src/providers/azure"
 import * as OpenAI from "../../src/providers/openai"
 import * as OpenAIChat from "../../src/protocols/openai-chat"
@@ -597,19 +597,22 @@ describe("OpenAI Chat route", () => {
         }),
         deltaChunk({ tool_calls: [{ index: 0, function: { arguments: ':"weather"}' } }] }),
       )
-      const response = yield* LLMClient.generate(
+      const input = LLM.updateRequest(request, {
-        LLM.updateRequest(request, {
+        tools: [{ name: "lookup", description: "Lookup data", inputSchema: { type: "object" } }],
-          tools: [{ name: "lookup", description: "Lookup data", inputSchema: { type: "object" } }],
+      })
-        }),
+      const events = Array.from(
-      ).pipe(Effect.provide(fixedResponse(body)))
+        yield* LLMClient.stream(input).pipe(Stream.runCollect, Effect.provide(fixedResponse(body))),
+      )
+      const error = yield* LLMClient.generate(input).pipe(Effect.provide(fixedResponse(body)), Effect.flip)
 
-      expect(response.events).toEqual([
+      expect(events).toEqual([
         { type: "step-start", index: 0 },
         { type: "tool-input-start", id: "call_1", name: "lookup", providerMetadata: undefined },
         { type: "tool-input-delta", id: "call_1", name: "lookup", text: '{"query"' },
         { type: "tool-input-delta", id: "call_1", name: "lookup", text: ':"weather"}' },
       ])
-      expect(response.toolCalls).toEqual([])
+      expect(events.filter(LLMEvent.is.toolCall)).toEqual([])
+      expect(error.message).toContain("Provider stream ended without a terminal finish event")
     }),
   )
 

packages/llm/test/response.test.ts

@@ -0,0 +1,60 @@
+import { describe, expect, test } from "bun:test"
+import { LLMEvent, LLMResponse } from "../src"
+
+const reduce = (events: ReadonlyArray<LLMEvent>) => events.reduce(LLMResponse.reduce, LLMResponse.empty())
+
+describe("LLMResponse reducer", () => {
+  test("assembles interleaved reasoning and text with end metadata", () => {
+    const response = LLMResponse.fromEvents([
+      LLMEvent.reasoningStart({ id: "r1" }),
+      LLMEvent.reasoningDelta({ id: "r1", text: "I should " }),
+      LLMEvent.textStart({ id: "t1" }),
+      LLMEvent.reasoningDelta({ id: "r1", text: "compare..." }),
+      LLMEvent.reasoningEnd({ id: "r1", providerMetadata: { anthropic: { signature: "sig" } } }),
+      LLMEvent.textDelta({ id: "t1", text: "Answer" }),
+      LLMEvent.textEnd({ id: "t1" }),
+      LLMEvent.finish({ reason: "stop", usage: { outputTokens: 5 } }),
+    ])
+
+    expect(response?.finishReason).toBe("stop")
+    expect(response?.usage).toMatchObject({ outputTokens: 5 })
+    expect(response?.message.content).toEqual([
+      {
+        type: "reasoning",
+        text: "I should compare...",
+        providerMetadata: { anthropic: { signature: "sig" } },
+      },
+      { type: "text", text: "Answer" },
+    ])
+    expect(response?.events).toHaveLength(8)
+  })
+
+  test("preserves partial content without completing a failed stream", () => {
+    const state = reduce([LLMEvent.textStart({ id: "t1" }), LLMEvent.textDelta({ id: "t1", text: "partial" })])
+
+    expect(LLMResponse.complete(state)).toBeUndefined()
+    expect(state.message.content).toEqual([{ type: "text", text: "partial" }])
+  })
+
+  test("assembles tool-call content only after the completed tool call event", () => {
+    const pending = reduce([
+      LLMEvent.toolInputStart({ id: "call_1", name: "lookup" }),
+      LLMEvent.toolInputDelta({ id: "call_1", name: "lookup", text: '{"query"' }),
+    ])
+
+    expect(pending.message.content).toEqual([])
+    expect(pending.toolInputs.call_1?.text).toBe('{"query"')
+
+    const response = LLMResponse.fromEvents([
+      ...pending.events,
+      LLMEvent.toolInputDelta({ id: "call_1", name: "lookup", text: ':"weather"}' }),
+      LLMEvent.toolInputEnd({ id: "call_1", name: "lookup" }),
+      LLMEvent.toolCall({ id: "call_1", name: "lookup", input: { query: "weather" } }),
+      LLMEvent.finish({ reason: "tool-calls" }),
+    ])
+
+    expect(response?.message.content).toEqual([
+      { type: "tool-call", id: "call_1", name: "lookup", input: { query: "weather" } },
+    ])
+  })
+})