376 lines
10 KiB
TypeScript
376 lines
10 KiB
TypeScript
import type { AIMessage, 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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interface AssistantClarificationGroup extends GenericMessageGroup<"assistant:clarification"> {}
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interface AssistantSubagentGroup extends GenericMessageGroup<"assistant:subagent"> {}
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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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| AssistantClarificationGroup
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| AssistantSubagentGroup;
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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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// Returns the last group if it can still accept tool messages
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// (i.e. it's an in-flight processing group, not a terminal human/assistant group).
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function lastOpenGroup() {
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const last = groups[groups.length - 1];
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if (
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last &&
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last.type !== "human" &&
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last.type !== "assistant" &&
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last.type !== "assistant:clarification"
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) {
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return last;
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}
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return null;
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}
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for (const message of messages) {
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if (message.name === "todo_reminder") {
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continue;
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}
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if (message.type === "human") {
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groups.push({ id: message.id, type: "human", messages: [message] });
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continue;
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}
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if (message.type === "tool") {
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if (isClarificationToolMessage(message)) {
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// Add to the preceding processing group to preserve tool-call association,
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// then also open a standalone clarification group for prominent display.
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lastOpenGroup()?.messages.push(message);
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groups.push({
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id: message.id,
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type: "assistant:clarification",
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messages: [message],
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});
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} else {
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const open = lastOpenGroup();
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if (open) {
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open.messages.push(message);
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} else {
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console.error(
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"Unexpected tool message outside a processing group",
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message,
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);
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}
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}
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continue;
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}
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if (message.type === "ai") {
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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 if (hasSubagent(message)) {
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groups.push({
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id: message.id,
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type: "assistant:subagent",
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messages: [message],
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});
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} else if (hasReasoning(message) || hasToolCalls(message)) {
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const lastGroup = groups[groups.length - 1];
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// Accumulate consecutive intermediate AI messages into one processing group.
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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: [message],
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});
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} else {
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lastGroup.messages.push(message);
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}
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}
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// Not an else-if: a message with reasoning + content (but no tool calls) goes
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// into the processing group above AND gets its own assistant bubble here.
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if (hasContent(message) && !hasToolCalls(message)) {
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groups.push({ id: message.id, type: "assistant", messages: [message] });
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}
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}
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}
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return groups
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.map(mapper)
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.filter((result) => result !== undefined && result !== null) as T[];
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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 splitInlineReasoningFromAIMessage(message)?.content ?? 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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const THINK_TAG_RE = /<think>\s*([\s\S]*?)\s*<\/think>/g;
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function splitInlineReasoning(content: string) {
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const reasoningParts: string[] = [];
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const cleaned = content
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.replace(THINK_TAG_RE, (_, reasoning: string) => {
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const normalized = reasoning.trim();
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if (normalized) {
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reasoningParts.push(normalized);
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}
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return "";
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})
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.trim();
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return {
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content: cleaned,
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reasoning: reasoningParts.length > 0 ? reasoningParts.join("\n\n") : null,
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};
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}
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function splitInlineReasoningFromAIMessage(message: Message) {
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if (message.type !== "ai" || typeof message.content !== "string") {
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return null;
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}
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return splitInlineReasoning(message.content);
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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 splitInlineReasoningFromAIMessage(message)?.content ?? 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") {
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return null;
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}
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if (
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message.additional_kwargs &&
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"reasoning_content" in message.additional_kwargs
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) {
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return message.additional_kwargs.reasoning_content as string | null;
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}
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if (Array.isArray(message.content)) {
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const part = message.content[0];
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if (part && "thinking" in part) {
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return part.thinking as string;
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}
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}
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if (typeof message.content === "string") {
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return splitInlineReasoning(message.content).reasoning;
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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 (
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splitInlineReasoningFromAIMessage(message)?.content ?? message.content.trim()
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).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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if (message.type !== "ai") {
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return false;
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}
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if (typeof message.additional_kwargs?.reasoning_content === "string") {
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return true;
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}
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if (Array.isArray(message.content)) {
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const part = message.content[0];
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// Compatible with the Anthropic gateway
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return (part as unknown as { type: "thinking" })?.type === "thinking";
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}
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if (typeof message.content === "string") {
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return splitInlineReasoning(message.content).reasoning !== null;
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}
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return false;
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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" &&
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message.tool_calls?.some((toolCall) => toolCall.name === "present_files")
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);
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}
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export function isClarificationToolMessage(message: Message) {
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return message.type === "tool" && message.name === "ask_clarification";
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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 hasSubagent(message: AIMessage) {
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for (const toolCall of message.tool_calls ?? []) {
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if (toolCall.name === "task") {
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return true;
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}
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}
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return false;
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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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/**
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* Represents a file stored in message additional_kwargs.files.
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* Used for optimistic UI (uploading state) and structured file metadata.
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*/
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export interface FileInMessage {
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filename: string;
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size: number; // bytes
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path?: string; // virtual path, may not be set during upload
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status?: "uploading" | "uploaded";
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}
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/**
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* Strip <uploaded_files> tag from message content.
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* Returns the content with the tag removed.
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*/
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export function stripUploadedFilesTag(content: string): string {
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return content
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.replace(/<uploaded_files>[\s\S]*?<\/uploaded_files>/g, "")
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.trim();
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}
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export function parseUploadedFiles(content: string): FileInMessage[] {
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// Match <uploaded_files>...</uploaded_files> tag
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const uploadedFilesRegex = /<uploaded_files>([\s\S]*?)<\/uploaded_files>/;
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// eslint-disable-next-line @typescript-eslint/prefer-regexp-exec
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const match = content.match(uploadedFilesRegex);
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if (!match) {
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return [];
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}
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const uploadedFilesContent = match[1];
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// Check if it's "No files have been uploaded yet."
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if (uploadedFilesContent?.includes("No files have been uploaded yet.")) {
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return [];
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}
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// Check if the backend reported no new files were uploaded in this message
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if (uploadedFilesContent?.includes("(empty)")) {
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return [];
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}
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// Parse file list
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// Format: - filename (size)\n Path: /path/to/file
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const fileRegex = /- ([^\n(]+)\s*\(([^)]+)\)\s*\n\s*Path:\s*([^\n]+)/g;
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const files: FileInMessage[] = [];
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let fileMatch;
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while ((fileMatch = fileRegex.exec(uploadedFilesContent ?? "")) !== null) {
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files.push({
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filename: fileMatch[1].trim(),
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size: parseInt(fileMatch[2].trim(), 10) ?? 0,
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path: fileMatch[3].trim(),
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});
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}
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return files;
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}
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