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Overview

Building agents in Pawa AI goes beyond just setting up models. To ensure reliability, efficiency, and great user experiences, it’s important to follow certain best practices. This guide covers practical tips for:
  • Structuring agent instructions
  • Managing context and memory
  • Orchestrating multiple agents
  • Controlling model outputs
  • Ensuring safety and reliability

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1. Define Clear Agent Roles

  • Be specific: Give each agent a clear purpose (e.g., “Research Assistant”, “Translation Agent”).
  • Avoid overlap: Minimize redundant functionality across agents to reduce confusion.
  • Use a RouterAgent: When multiple agents exist, let a router orchestrate queries instead of exposing all agents directly.
Example:
  • RouterAgent → Decides where to send the request
  • TranslationAgent → Handles language tasks
  • FinanceAgent → Handles financial queries

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2. Write Effective Instructions

  • Use concise but detailed instructions to guide behavior.
  • Add constraints like “always cite sources” or “keep responses under 100 words”.
  • Use intents (["Be gentle", "Be detailed"]) to fine-tune tone and style.
Example: 
"instruction": "Always provide accurate, concise summaries. If information is uncertain, state that clearly."
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