import { Effect, Stream } from "effect" import { LLMClient } from "../../src/route" import { LLMEvent, LLMRequest, Message, type ContentPart, type ProviderMetadata, type ToolCallPart, ToolResultPart, type ToolResultValue, type Usage, } from "../../src/schema" import { type Tools, toDefinitions } from "../../src/tool" import { ToolRuntime } from "../../src/tool-runtime" interface RunOptions { readonly request: LLMRequest readonly tools: T readonly maxSteps?: number } /** Test-owned continuation loop. Production callers must own durable history. */ export const runTools = (options: RunOptions) => Stream.unwrap( Effect.gen(function* () { const names = new Set(Object.keys(options.tools)) let request = LLMRequest.update(options.request, { tools: [...options.request.tools.filter((tool) => !names.has(tool.name)), ...toDefinitions(options.tools)], }) let usage: Usage | undefined const events: LLMEvent[] = [] for (let step = 0; step < (options.maxSteps ?? 10); step++) { const streamed = Array.from(yield* LLMClient.stream(request).pipe(Stream.runCollect)) const state = stepState(streamed) usage = addUsage(usage, state.usage) events.push(...streamed.filter((event) => event.type !== "finish").map((event) => indexStep(event, step))) if (state.toolCalls.length === 0) { events.push(LLMEvent.finish({ reason: state.reason, usage, providerMetadata: state.providerMetadata })) return Stream.fromIterable(events) } const dispatched = yield* Effect.forEach( state.toolCalls, (call) => ToolRuntime.dispatch(options.tools, call).pipe(Effect.map((result) => [call, result] as const)), { concurrency: 10 }, ) events.push(...dispatched.flatMap(([, result]) => result.events)) if (step + 1 >= (options.maxSteps ?? 10)) { events.push(LLMEvent.finish({ reason: state.reason, usage, providerMetadata: state.providerMetadata })) return Stream.fromIterable(events) } request = LLMRequest.update(request, { messages: [ ...request.messages, Message.assistant(state.assistantContent), ...dispatched.map(([call, dispatched]) => Message.tool({ id: call.id, name: call.name, result: dispatched.result }), ), ], }) } return Stream.fromIterable(events) }), ) const indexStep = (event: LLMEvent, index: number): LLMEvent => { if (event.type === "step-start") return LLMEvent.stepStart({ index }) if (event.type === "step-finish") return LLMEvent.stepFinish({ ...event, index }) return event } const stepState = (events: ReadonlyArray) => { const assistantContent: ContentPart[] = [] const toolCalls: ToolCallPart[] = [] let reason: Extract["reason"] = "unknown" let usage: Usage | undefined let providerMetadata: ProviderMetadata | undefined for (const event of events) { if (event.type === "text-delta" || event.type === "reasoning-delta") { appendText(assistantContent, event.type === "text-delta" ? "text" : "reasoning", event.text) } else if (event.type === "text-end" || event.type === "reasoning-end") { appendText(assistantContent, event.type === "text-end" ? "text" : "reasoning", "", event.providerMetadata) } else if (event.type === "tool-call") { assistantContent.push(event) if (!event.providerExecuted) toolCalls.push(event) } else if (event.type === "tool-result" && event.providerExecuted && event.result !== undefined) { assistantContent.push( ToolResultPart.make({ id: event.id, name: event.name, result: event.result, providerExecuted: true, providerMetadata: event.providerMetadata, }), ) } else if (event.type === "finish") { reason = event.reason usage = event.usage providerMetadata = event.providerMetadata } } return { assistantContent, toolCalls, reason, usage, providerMetadata } } const appendText = ( content: ContentPart[], type: "text" | "reasoning", text: string, providerMetadata?: ProviderMetadata, ) => { const last = content.at(-1) if (last?.type === type) { content[content.length - 1] = { ...last, text: `${last.text}${text}`, providerMetadata: providerMetadata ?? last.providerMetadata, } return } content.push({ type, text, providerMetadata }) } const addUsage = (left: Usage | undefined, right: Usage | undefined): Usage | undefined => { if (!left) return right if (!right) return left const sum = (key: keyof Usage) => typeof left[key] !== "number" && typeof right[key] !== "number" ? undefined : ((left[key] as number | undefined) ?? 0) + ((right[key] as number | undefined) ?? 0) return { inputTokens: sum("inputTokens"), outputTokens: sum("outputTokens"), nonCachedInputTokens: sum("nonCachedInputTokens"), cacheReadInputTokens: sum("cacheReadInputTokens"), cacheWriteInputTokens: sum("cacheWriteInputTokens"), reasoningTokens: sum("reasoningTokens"), totalTokens: sum("totalTokens"), } as Usage }