| 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<T extends Tools> { |
| readonly request: LLMRequest |
| readonly tools: T |
| readonly maxSteps?: number |
| } |
|
|
| |
| export const runTools = <T extends Tools>(options: RunOptions<T>) => |
| 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<LLMEvent>) => { |
| const assistantContent: ContentPart[] = [] |
| const toolCalls: ToolCallPart[] = [] |
| let reason: Extract<LLMEvent, { type: "finish" }>["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 |
| } |
|
|