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fix(llm): preserve tool error defects (#27403)
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@@ -198,5 +198,6 @@ export class LLMError extends Schema.TaggedErrorClass<LLMError>()("LLM.Error", {
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*/
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export class ToolFailure extends Schema.TaggedErrorClass<ToolFailure>()("LLM.ToolFailure", {
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message: Schema.String,
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error: Schema.optional(Schema.Defect),
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metadata: Schema.optional(Schema.Record(Schema.String, Schema.Unknown)),
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}) {}
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@@ -171,6 +171,7 @@ export const ToolError = Schema.Struct({
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id: ToolCallID,
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name: Schema.String,
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message: Schema.String,
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error: Schema.optional(Schema.Defect),
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providerMetadata: Schema.optional(ProviderMetadata),
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}).annotate({ identifier: "LLM.Event.ToolError" })
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export type ToolError = Schema.Schema.Type<typeof ToolError>
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@@ -112,17 +112,29 @@ export const stream = <T extends Tools>(options: StreamOptions<T>): Stream.Strea
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const dispatched = yield* Effect.forEach(
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state.toolCalls,
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(call) => dispatch(tools, call).pipe(Effect.map((result) => [call, result] as const)),
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(call) =>
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dispatch(tools, call).pipe(Effect.map((result) => [call, result.result, result.error] as const)),
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{ concurrency },
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)
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const resultStream = Stream.fromIterable(dispatched.flatMap(([call, result]) => emitEvents(call, result)))
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const resultStream = Stream.fromIterable(
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dispatched.flatMap(([call, result, error]) => emitEvents(call, result, error)),
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)
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if (!options.stopWhen) return resultStream.pipe(Stream.concat(finishStream))
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if (options.stopWhen({ step, request })) return resultStream.pipe(Stream.concat(finishStream))
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return resultStream.pipe(
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Stream.concat(
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loop(followUpRequest(request, state, dispatched), step + 1, totalUsage, totalProviderMetadata),
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loop(
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followUpRequest(
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request,
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state,
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dispatched.map(([call, result]) => [call, result] as const),
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),
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step + 1,
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totalUsage,
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totalProviderMetadata,
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),
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),
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)
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}),
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@@ -215,7 +227,7 @@ const addUsage = (left: Usage | undefined, right: Usage | undefined) => {
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| "reasoningTokens"
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| "totalTokens"
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const sum = (key: UsageKey) =>
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left[key] === undefined && right[key] === undefined ? undefined : Number(left[key] ?? 0) + Number(right[key] ?? 0)
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left[key] === undefined && right[key] === undefined ? undefined : (left[key] ?? 0) + (right[key] ?? 0)
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return new Usage({
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inputTokens: sum("inputTokens"),
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@@ -264,16 +276,20 @@ const appendStreamingText = (
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state.assistantContent.push({ type, text, providerMetadata })
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}
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const dispatch = (tools: Tools, call: ToolCallPart): Effect.Effect<ToolResultValue> => {
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const dispatch = (tools: Tools, call: ToolCallPart): Effect.Effect<{ result: ToolResultValue; error?: unknown }> => {
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const tool = tools[call.name]
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if (!tool) return Effect.succeed({ type: "error" as const, value: `Unknown tool: ${call.name}` })
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if (!tool) return Effect.succeed({ result: { type: "error" as const, value: `Unknown tool: ${call.name}` } })
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if (!tool.execute)
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return Effect.succeed({ type: "error" as const, value: `Tool has no execute handler: ${call.name}` })
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return Effect.succeed({ result: { type: "error" as const, value: `Tool has no execute handler: ${call.name}` } })
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return decodeAndExecute(tool, call).pipe(
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Effect.catchTag("LLM.ToolFailure", (failure) =>
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Effect.succeed({ type: "error" as const, value: failure.message } satisfies ToolResultValue),
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Effect.succeed({
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result: { type: "error" as const, value: failure.message } satisfies ToolResultValue,
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error: failure.error,
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}),
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),
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Effect.map((result) => ("result" in result ? result : { result })),
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)
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}
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@@ -294,10 +310,10 @@ const decodeAndExecute = (tool: AnyTool, call: ToolCallPart): Effect.Effect<Tool
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Effect.map((encoded): ToolResultValue => ({ type: "json", value: encoded })),
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)
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const emitEvents = (call: ToolCallPart, result: ToolResultValue): ReadonlyArray<LLMEvent> =>
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const emitEvents = (call: ToolCallPart, result: ToolResultValue, error: unknown): ReadonlyArray<LLMEvent> =>
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result.type === "error"
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? [
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LLMEvent.toolError({ id: call.id, name: call.name, message: String(result.value) }),
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LLMEvent.toolError({ id: call.id, name: call.name, message: String(result.value), error }),
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LLMEvent.toolResult({ id: call.id, name: call.name, result }),
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]
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: [LLMEvent.toolResult({ id: call.id, name: call.name, result })]
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@@ -25,6 +25,7 @@ const baseRequest = LLM.request({
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model,
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prompt: "Use the tool.",
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})
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const weatherFailureCause = new Error("weather lookup denied")
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const get_weather = tool({
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description: "Get current weather for a city.",
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@@ -32,7 +33,8 @@ const get_weather = tool({
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success: Schema.Struct({ temperature: Schema.Number, condition: Schema.String }),
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execute: ({ city }) =>
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Effect.gen(function* () {
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if (city === "FAIL") return yield* new ToolFailure({ message: `Weather lookup failed for ${city}` })
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if (city === "FAIL")
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return yield* new ToolFailure({ message: `Weather lookup failed for ${city}`, error: weatherFailureCause })
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return { temperature: 22, condition: "sunny" }
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}),
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})
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@@ -85,23 +87,27 @@ describe("LLMClient tools", () => {
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tools: { get_weather },
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}).pipe(Stream.runCollect, Effect.provide(layer))
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const second = bodies[1] as {
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readonly messages?: ReadonlyArray<Record<string, unknown>>
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readonly tools?: ReadonlyArray<unknown>
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readonly tool_choice?: unknown
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readonly max_tokens?: unknown
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}
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const second = bodies[1]
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if (!second || typeof second !== "object") throw new Error("Expected second request body")
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const messages = Reflect.get(second, "messages")
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const tools = Reflect.get(second, "tools")
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expect(second.max_tokens).toBe(50)
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expect(second.tool_choice).toBe("auto")
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expect(second.tools).toHaveLength(1)
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expect(second.messages?.map((message) => message.role)).toEqual(["user", "assistant", "tool"])
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expect(second.messages?.[1]).toMatchObject({
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expect(Reflect.get(second, "max_tokens")).toBe(50)
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expect(Reflect.get(second, "tool_choice")).toBe("auto")
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expect(tools).toHaveLength(1)
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expect(
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Array.isArray(messages)
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? messages.map((message) =>
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message && typeof message === "object" ? Reflect.get(message, "role") : undefined,
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)
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: undefined,
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).toEqual(["user", "assistant", "tool"])
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expect(Array.isArray(messages) ? messages[1] : undefined).toMatchObject({
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role: "assistant",
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content: null,
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tool_calls: [{ id: "call_1", type: "function", function: { name: "get_weather" } }],
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})
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expect(second.messages?.[2]).toMatchObject({
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expect(Array.isArray(messages) ? messages[2] : undefined).toMatchObject({
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role: "tool",
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tool_call_id: "call_1",
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content: '{"temperature":22,"condition":"sunny"}',
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@@ -327,6 +333,7 @@ describe("LLMClient tools", () => {
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const toolError = events.find(LLMEvent.is.toolError)
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expect(toolError).toMatchObject({ type: "tool-error", id: "call_1", name: "get_weather" })
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expect(toolError?.message).toBe("Weather lookup failed for FAIL")
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expect(toolError?.error).toBe(weatherFailureCause)
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}),
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)
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