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Generate agents that belongs to your company. The Agent class is the core agent implementation in Upsonic, providing a powerful and flexible interface for creating AI agents with advanced capabilities including memory management, safety policies, reliability layers, and sophisticated tool integration.

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Overview

The Agent can be created with minimal configuration or with extensive customization to suit your specific needs. The agent provides a robust foundation for AI-powered applications with built-in support for various advanced features.

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Key Features

  • Memory Management: Built-in support for session memory, user profiles, and conversation history
  • Safety Policies: Configurable user and agent policies for content filtering and validation
  • Reliability Layer: Advanced hallucination prevention and content validation
  • Tool Integration: Sophisticated tool processing with behavioral wrappers
  • Thinking & Reasoning: Optional advanced reasoning capabilities for complex tasks
  • Caching: Built-in caching system for improved performance
  • Canvas Integration: Support for persistent text editing and collaboration

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Basic Example

The simplest way to create an agent is with default settings: 
from upsonic import Agent

# Create agent with default settings
agent = Agent()
Warning: When creating an agent without specifying a model, it defaults to "openai/gpt-4o". Make sure you have the appropriate API key set in your environment.
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