mirror of
https://gitee.com/wanwujie/deer-flow
synced 2026-04-03 06:12:14 +08:00
243 lines
6.5 KiB
TypeScript
243 lines
6.5 KiB
TypeScript
import type { Message } from "@langchain/langgraph-sdk";
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interface GenericMessageGroup<T = string> {
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type: T;
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id: string | undefined;
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messages: Message[];
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}
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interface HumanMessageGroup extends GenericMessageGroup<"human"> {}
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interface AssistantProcessingGroup extends GenericMessageGroup<"assistant:processing"> {}
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interface AssistantMessageGroup extends GenericMessageGroup<"assistant"> {}
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interface AssistantPresentFilesGroup extends GenericMessageGroup<"assistant:present-files"> {}
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type MessageGroup =
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| HumanMessageGroup
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| AssistantProcessingGroup
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| AssistantMessageGroup
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| AssistantPresentFilesGroup;
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export function groupMessages<T>(
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messages: Message[],
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mapper: (group: MessageGroup) => T,
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): T[] {
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if (messages.length === 0) {
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return [];
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}
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const groups: MessageGroup[] = [];
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for (const message of messages) {
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const lastGroup = groups[groups.length - 1];
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if (message.type === "human") {
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groups.push({
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id: message.id,
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type: "human",
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messages: [message],
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});
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} else if (message.type === "tool") {
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if (
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lastGroup &&
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lastGroup.type !== "human" &&
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lastGroup.type !== "assistant"
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) {
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lastGroup.messages.push(message);
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} else {
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throw new Error(
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"Tool message must be matched with a previous assistant message with tool calls",
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);
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}
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} else if (message.type === "ai") {
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if (hasReasoning(message) || hasToolCalls(message)) {
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if (hasPresentFiles(message)) {
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groups.push({
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id: message.id,
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type: "assistant:present-files",
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messages: [message],
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});
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} else {
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if (lastGroup?.type !== "assistant:processing") {
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groups.push({
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id: message.id,
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type: "assistant:processing",
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messages: [],
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});
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}
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const currentGroup = groups[groups.length - 1];
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if (currentGroup?.type === "assistant:processing") {
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currentGroup.messages.push(message);
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} else {
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throw new Error(
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"Assistant message with reasoning or tool calls must be preceded by a processing group",
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);
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}
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}
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}
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if (hasContent(message) && !hasToolCalls(message)) {
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groups.push({
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id: message.id,
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type: "assistant",
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messages: [message],
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});
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}
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}
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}
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// if (!isLoading) {
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// const lastGroup: MessageGroup | undefined = groups[groups.length - 1];
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// if (
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// lastGroup?.type === "assistant:processing" &&
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// lastGroup.messages.length > 0
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// ) {
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// const lastMessage = lastGroup.messages[lastGroup.messages.length - 1]!;
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// const reasoningContent = extractReasoningContentFromMessage(lastMessage);
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// const content = extractContentFromMessage(lastMessage);
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// if (reasoningContent && !content) {
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// lastGroup.messages.pop();
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// if (lastGroup.messages.length === 0) {
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// groups.pop();
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// }
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// groups.push({
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// id: lastMessage.id,
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// type: "assistant",
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// messages: [lastMessage],
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// });
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// }
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// }
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// }
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const resultsOfGroups: T[] = [];
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for (const group of groups) {
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const resultOfGroup = mapper(group);
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if (resultOfGroup !== undefined && resultOfGroup !== null) {
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resultsOfGroups.push(resultOfGroup);
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}
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}
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return resultsOfGroups;
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}
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export function extractTextFromMessage(message: Message) {
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if (typeof message.content === "string") {
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return message.content.trim();
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}
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if (Array.isArray(message.content)) {
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return message.content
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.map((content) => (content.type === "text" ? content.text : ""))
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.join("\n")
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.trim();
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}
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return "";
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}
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export function extractContentFromMessage(message: Message) {
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if (typeof message.content === "string") {
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return message.content.trim();
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}
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if (Array.isArray(message.content)) {
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return message.content
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.map((content) => {
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switch (content.type) {
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case "text":
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return content.text;
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case "image_url":
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const imageURL = extractURLFromImageURLContent(content.image_url);
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return ``;
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default:
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return "";
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}
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})
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.join("\n")
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.trim();
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}
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return "";
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}
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export function extractReasoningContentFromMessage(message: Message) {
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if (message.type !== "ai" || !message.additional_kwargs) {
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return null;
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}
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if ("reasoning_content" in message.additional_kwargs) {
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return message.additional_kwargs.reasoning_content as string | null;
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}
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return null;
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}
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export function removeReasoningContentFromMessage(message: Message) {
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if (message.type !== "ai" || !message.additional_kwargs) {
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return;
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}
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delete message.additional_kwargs.reasoning_content;
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}
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export function extractURLFromImageURLContent(
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content:
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| string
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| {
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url: string;
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},
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) {
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if (typeof content === "string") {
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return content;
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}
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return content.url;
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}
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export function hasContent(message: Message) {
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if (typeof message.content === "string") {
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return message.content.trim().length > 0;
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}
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if (Array.isArray(message.content)) {
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return message.content.length > 0;
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}
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return false;
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}
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export function hasReasoning(message: Message) {
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return (
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message.type === "ai" &&
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typeof message.additional_kwargs?.reasoning_content === "string"
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);
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}
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export function hasToolCalls(message: Message) {
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return (
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message.type === "ai" && message.tool_calls && message.tool_calls.length > 0
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);
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}
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export function hasPresentFiles(message: Message) {
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return (
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message.type === "ai" && message.tool_calls?.[0]?.name === "present_files"
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);
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}
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export function extractPresentFilesFromMessage(message: Message) {
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if (message.type !== "ai" || !hasPresentFiles(message)) {
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return [];
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}
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const files: string[] = [];
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for (const toolCall of message.tool_calls ?? []) {
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if (
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toolCall.name === "present_files" &&
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Array.isArray(toolCall.args.filepaths)
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) {
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files.push(...(toolCall.args.filepaths as string[]));
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}
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}
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return files;
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}
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export function findToolCallResult(toolCallId: string, messages: Message[]) {
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for (const message of messages) {
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if (message.type === "tool" && message.tool_call_id === toolCallId) {
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const content = extractTextFromMessage(message);
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if (content) {
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return content;
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}
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}
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}
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return undefined;
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}
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