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130 lines
4.3 KiB
TypeScript
130 lines
4.3 KiB
TypeScript
/**
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* The `IMAGE_DESCRIPTION` and `IMAGE` (generation) model handlers, both routed
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* through the AI SDK `generateText` against the OpenRouter chat model. Description
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* sends the image URL as a multimodal user message and parses the model's
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* Title/Description text; generation returns the model's text response as the
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* image URL. Both emit a `MODEL_USED` event from the response usage.
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*/
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import type {
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IAgentRuntime,
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ImageDescriptionParams,
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ImageDescriptionResult,
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ImageGenerationParams,
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} from "@elizaos/core";
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import { logger, ModelType } from "@elizaos/core";
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import { generateText, type LanguageModel } from "ai";
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import { createOpenRouterProvider } from "../providers";
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import { getImageGenerationModel, getImageModel } from "../utils/config";
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import { emitModelUsageEvent } from "../utils/events";
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const DEFAULT_IMAGE_DESCRIPTION_PROMPT =
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"Analyze this image and respond with:\nTitle: <short title>\nDescription: <detailed description>";
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function parseTitle(content: string): string {
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const titleMatch = content.match(/title[:\s]+(.+?)(?:\n|$)/i);
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if (titleMatch?.[1]) {
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return titleMatch[1].trim();
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}
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const firstLine = content
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.split("\n")
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.map((line) => line.trim())
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.find((line) => line.length > 0);
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return firstLine ? firstLine.slice(0, 100) : "Image Analysis";
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}
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function parseDescription(content: string): string {
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const withoutTitle = content.replace(/title[:\s]+(.+?)(?:\n|$)/i, "").trim();
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const withoutDescriptionLabel = withoutTitle.replace(/^description[:\s]+/i, "").trim();
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return withoutDescriptionLabel.length > 0 ? withoutDescriptionLabel : content.trim();
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}
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export async function handleImageDescription(
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runtime: IAgentRuntime,
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params: ImageDescriptionParams | string
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): Promise<ImageDescriptionResult> {
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const openrouter = createOpenRouterProvider(runtime);
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const modelName = getImageModel(runtime);
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const imageUrl = typeof params === "string" ? params : params.imageUrl;
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const prompt =
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typeof params === "string"
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? DEFAULT_IMAGE_DESCRIPTION_PROMPT
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: (params.prompt ?? DEFAULT_IMAGE_DESCRIPTION_PROMPT);
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if (!imageUrl || imageUrl.trim().length === 0) {
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throw new Error("[OpenRouter] IMAGE_DESCRIPTION requires a valid image URL.");
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}
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try {
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const generateParams = {
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model: openrouter.chat(modelName) as LanguageModel,
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messages: [
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{
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role: "user" as const,
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content: [
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{ type: "text" as const, text: prompt },
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{ type: "image" as const, image: imageUrl },
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],
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},
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],
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};
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const response = await generateText(generateParams);
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if (response.usage) {
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emitModelUsageEvent(runtime, ModelType.IMAGE_DESCRIPTION, prompt, response.usage, modelName);
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}
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return {
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title: parseTitle(response.text),
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description: parseDescription(response.text),
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};
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} catch (error: unknown) {
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// error-policy:J2 context-adding rethrow — never fabricate a description;
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// the provider failure surfaces to the caller unchanged.
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const message = error instanceof Error ? error.message : String(error);
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logger.error(`Error describing image: ${message}`);
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throw error instanceof Error ? error : new Error(message);
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}
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}
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export async function handleImageGeneration(
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runtime: IAgentRuntime,
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params: ImageGenerationParams
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): Promise<{ imageUrl: string; caption?: string }> {
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const openrouter = createOpenRouterProvider(runtime);
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const modelName = getImageGenerationModel(runtime);
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const prompt = params.prompt?.trim();
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if (!prompt) {
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throw new Error("[OpenRouter] IMAGE generation requires a non-empty prompt.");
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}
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try {
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const generateParams = {
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model: openrouter.chat(modelName) as LanguageModel,
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prompt: `Generate an image: ${prompt}`,
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};
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const response = await generateText(generateParams);
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if (response.usage) {
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emitModelUsageEvent(runtime, ModelType.IMAGE, params.prompt, response.usage, modelName);
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}
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return {
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imageUrl: response.text,
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caption: prompt,
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};
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} catch (error: unknown) {
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// error-policy:J2 context-adding rethrow — never fabricate an image URL;
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// the provider failure surfaces to the caller unchanged.
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const message = error instanceof Error ? error.message : String(error);
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logger.error(`Error generating image: ${message}`);
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throw error instanceof Error ? error : new Error(message);
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}
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}
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