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mecanismo de orquestração

  • Thousand Birds is a developer framework enabling AI agents to plan and execute multi-step tasks with plugin integrations.
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    What is Thousand Birds?
    Thousand Birds is an extensible AI agent framework allowing developers to define and configure agent behaviors using a Python SDK and CLI. Agents can plan multi-step workflows, integrate web search, interact with browser sessions, read and write files, call external APIs, and manage stateful memory. It supports plugin modules to add custom tools and data connectors. The built-in orchestration engine schedules tasks, handles retries, and logs execution details. Developers can chain agents, enable parallel execution, and monitor performance through structured outputs. Thousand Birds accelerates deployment of autonomous assistants for research, data extraction, automation, and experimental prototypes.
    Thousand Birds Core Features
    • Multi-step task planning and execution
    • Plugin-based tool integration
    • Stateful memory management
    • Web browsing and API interaction
    • CLI and Python SDK
    • Multi-agent orchestration
    Thousand Birds Pro & Cons

    The Cons

    No clear pricing information available.
    Not explicitly open source based on the information provided.
    No direct links to mobile or desktop applications.

    The Pros

    Provides a robust framework for building complex autonomous agent systems.
    Supports integration of generative AI with traditional software and web services.
    Features deep observability, debugging, and management tools for agent systems.
    Includes capabilities such as code composition, event triggers, and execution visualization.
  • Stella provides modular tools for AI agent workflows, memory management, plugin integrations, and custom LLM orchestration.
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    What is Stella Framework?
    Stella Framework empowers developers to build robust AI agents that can maintain context, perform tool-assisted actions, and deliver dynamic conversational experiences. By abstracting the complexities of LLM integrations, Stella offers provider-agnostic adapters for OpenAI, Hugging Face, and self-hosted models. Agents can leverage customizable memory stores to recall user data and conversation history, and plugins enable interactions with external APIs, databases, or services. The built-in orchestration engine manages decision loops, while a concise DSL allows defining actions, tool calls, and response handling. Whether creating customer support bots, research assistants, or workflow automators, Stella provides a scalable foundation for deploying production-grade AI agents.
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