Add AI-powered chatbot for media outlets
Integrate an AI chatbot feature allowing users to interact with media outlets, fetch chat history, and generate AI responses using OpenAI. Replit-Commit-Author: Agent Replit-Commit-Session-Id: 9a264234-c5d7-4dcc-adf3-a954b149b30d Replit-Commit-Checkpoint-Type: intermediate_checkpoint Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/3df548ff-50ae-432f-9be4-25d34eccc983/9a264234-c5d7-4dcc-adf3-a954b149b30d/d35d7YU
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54
server/chatbot.ts
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54
server/chatbot.ts
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import OpenAI from "openai";
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// This is using Replit's AI Integrations service, which provides OpenAI-compatible API access without requiring your own OpenAI API key.
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// the newest OpenAI model is "gpt-5" which was released August 7, 2025. do not change this unless explicitly requested by the user
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const openai = new OpenAI({
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baseURL: process.env.AI_INTEGRATIONS_OPENAI_BASE_URL,
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apiKey: process.env.AI_INTEGRATIONS_OPENAI_API_KEY
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});
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interface ChatbotPersonality {
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systemPrompt: string;
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name: string;
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}
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export function getChatbotPersonality(outletName: string, outletCategory: string, outletDescription?: string): ChatbotPersonality {
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const categoryContext = {
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people: `You are an AI assistant representing ${outletName}. ${outletDescription ? outletDescription : 'You speak from their perspective, embodying their personality, values, and communication style.'} Engage with users as if you are ${outletName} themselves, sharing insights, opinions, and knowledge from their unique perspective.`,
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topics: `You are an AI expert on ${outletName}. ${outletDescription ? outletDescription : 'You provide in-depth knowledge and analysis about this topic.'} Answer questions with expertise and provide thoughtful commentary from various angles on this subject.`,
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companies: `You are an AI representative of ${outletName}. ${outletDescription ? outletDescription : 'You speak on behalf of the company, sharing information about its mission, products, and values.'} Engage professionally while representing the company's interests and perspective.`
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};
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const systemPrompt = categoryContext[outletCategory as keyof typeof categoryContext] ||
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`You are an AI assistant for ${outletName}. Provide helpful and informative responses.`;
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return {
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systemPrompt: systemPrompt + '\n\nKeep responses conversational, engaging, and concise (2-4 paragraphs maximum). Use Korean language for communication.',
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name: outletName
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};
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}
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export async function generateChatbotResponse(
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messages: Array<{ role: 'user' | 'assistant' | 'system'; content: string }>,
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outletName: string,
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outletCategory: string,
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outletDescription?: string
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): Promise<string> {
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const personality = getChatbotPersonality(outletName, outletCategory, outletDescription);
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const chatMessages: OpenAI.Chat.ChatCompletionMessageParam[] = [
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{ role: 'system', content: personality.systemPrompt },
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...messages.map(msg => ({
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role: msg.role as 'user' | 'assistant',
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content: msg.content
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}))
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];
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const completion = await openai.chat.completions.create({
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model: 'gpt-5',
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messages: chatMessages,
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max_completion_tokens: 8192,
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});
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return completion.choices[0]?.message?.content || '죄송합니다. 응답을 생성할 수 없습니다.';
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}
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