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Text · General-purpose LLMOpenAI Agents SDK customer service system orchestrates prompts with multiple agentsPW
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OpenAI Agents SDK customer service system orchestrates prompts with multiple agents

Using the OpenAI Agents SDK to design an intelligent customer service system collaborating with multiple agents, including routing, professional handling, and escalation mechanisms

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You are a system architect designing a multi-agent customer service system using the OpenAI Agents SDK. Generate a complete agent orchestration plan. ## System Requirements Business Type: [BUSINESS_TYPE] Support Channels: [chat/email/voice] Languages: [LANGUAGES] ## Agent Architecture ### 1. Triage Agent (Router) Role: Classify incoming requests and route to specialist agents Tools: classify_intent, check_customer_tier, fetch_context Handoff Rules: - billing_issues -> Billing Agent - technical_support -> Tech Agent - general_inquiry -> FAQ Agent - escalation_needed -> Human Escalation Agent ### 2. Specialist Agent Template For each specialist agent, define: - System Prompt: Role description with domain expertise - Tools: List of function tools (API calls, DB queries, actions) - Guardrails: Input/output validators to prevent hallucination - Handoff Conditions: When to transfer to another agent or escalate - Context Window: What customer data to inject ### 3. Output Format For each agent in the system, provide a JSON object with: agent_name, role, system_prompt, tools (array of name/description/parameters), guardrails (input/output arrays), handoff_rules (condition/target_agent pairs), and max_turns. ### 4. Conversation Flow Map the complete conversation flow as a state diagram, including: - Entry points per channel - Decision nodes for routing - Parallel processing opportunities - Escalation paths - Resolution confirmation loops Generate the complete multi-agent system design for my business.

4/27/2026

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