Build AI Business Solutions with Workflow Automation | NappAI - Template: Agente de tareas jerárquicas

graph TD %%{init: {'theme': 'mc','layout': 'elk'}}%% ChatOutput-1ki92[<div><img src="/_astro/messages-square.BaSDmT6g.svg" style="height: 20px !important;width: 20px !important"/></div>Chat Output] style ChatOutput-1ki92 stroke:#a170ff Prompt-1d7fs[<div><img src="/_astro/square-terminal.BMOXc-nZ.svg" style="height: 20px !important;width: 20px !important"/></div>Prompt] style Prompt-1d7fs stroke:#a170ff ChatInput-niave[<div><img src="/_astro/messages-square.BaSDmT6g.svg" style="height: 20px !important;width: 20px !important"/></div>Chat Input] style ChatInput-niave stroke:#a170ff CrewAIAgent-4hpce[<div><img src="/_astro/crewai.CIO1Tb4h.svg" style="height: 20px !important;width: 20px !important"/></div>Editor Agent] style CrewAIAgent-4hpce stroke:#a170ff CrewAIAgent-azzrz[<div><img src="/_astro/crewai.CIO1Tb4h.svg" style="height: 20px !important;width: 20px !important"/></div>Manager Agent] style CrewAIAgent-azzrz stroke:#a170ff CrewAIAgent-syb3i[<div><img src="/_astro/crewai.CIO1Tb4h.svg" style="height: 20px !important;width: 20px !important"/></div>Research Agent] style CrewAIAgent-syb3i stroke:#a170ff HierarchicalTask-na6d4[<div><img src="/_astro/crewai.CIO1Tb4h.svg" style="height: 20px !important;width: 20px !important"/></div>Hierarchical Task] style HierarchicalTask-na6d4 stroke:#a170ff HierarchicalCrew-zc0xb[<div><img src="/_astro/crewai.CIO1Tb4h.svg" style="height: 20px !important;width: 20px !important"/></div>Crew] style HierarchicalCrew-zc0xb stroke:#a170ff OpenAIModel-dkg5c[<div><img src="/_astro/openAI.BhmuxEs3.svg" style="height: 20px !important;width: 20px !important"/></div>LLM] style OpenAIModel-dkg5c stroke:#a170ff OllamaWebSearch-4f66r[<div><img src="/_astro/Ollama.D_3DT10O.svg" style="height: 20px !important;width: 20px !important"/></div>Ollama Web Search] style OllamaWebSearch-4f66r stroke:#a170ff OllamaTurboModel-wbjnr[<div><img src="/_astro/Ollama.D_3DT10O.svg" style="height: 20px !important;width: 20px !important"/></div>Ollama Cloud] style OllamaTurboModel-wbjnr stroke:#a170ff OllamaTurboModel-lz82z[<div><img src="/_astro/Ollama.D_3DT10O.svg" style="height: 20px !important;width: 20px !important"/></div>Ollama Cloud2] style OllamaTurboModel-lz82z stroke:#a170ff OllamaTurboModel-q40bu[<div><img src="/_astro/Ollama.D_3DT10O.svg" style="height: 20px !important;width: 20px !important"/></div>Ollama Cloud3] style OllamaTurboModel-q40bu stroke:#a170ff Prompt-1d7fs -.- HierarchicalTask-na6d4 linkStyle 0 stroke:#a170ff HierarchicalTask-na6d4 -.- HierarchicalCrew-zc0xb linkStyle 1 stroke:#a170ff CrewAIAgent-syb3i -.- HierarchicalCrew-zc0xb linkStyle 2 stroke:#a170ff CrewAIAgent-4hpce -.- HierarchicalCrew-zc0xb linkStyle 3 stroke:#a170ff OpenAIModel-dkg5c -.- HierarchicalCrew-zc0xb linkStyle 4 stroke:#a170ff CrewAIAgent-azzrz -.- HierarchicalCrew-zc0xb linkStyle 5 stroke:#a170ff HierarchicalCrew-zc0xb -.- ChatOutput-1ki92 linkStyle 6 stroke:#a170ff OllamaWebSearch-4f66r -.- CrewAIAgent-syb3i linkStyle 7 stroke:#a170ff OllamaTurboModel-wbjnr -.- CrewAIAgent-syb3i linkStyle 8 stroke:#a170ff OllamaTurboModel-lz82z -.- CrewAIAgent-4hpce linkStyle 9 stroke:#a170ff OllamaTurboModel-q40bu -.- CrewAIAgent-azzrz linkStyle 10 stroke:#a170ff ChatInput-niave -.- Prompt-1d7fs linkStyle 11 stroke:#a170ff

Agente de tareas jerárquicas (Hierarchical Task Agent)

🧩 Overview

This workflow implements a hierarchical, multi-agent AI system designed to handle complex user queries with integrated quality control. It functions as an intelligent assistant where a central manager agent evaluates incoming questions, delegates specialized tasks to research and editor agents when necessary, and consolidates their findings to deliver a reliable and validated final answer. This structure automates the process of gathering, verifying, and synthesizing information from the web.

⚙️ Main Features

Employs a hierarchical crew of specialized AI agents (Manager, Researcher, Editor) to decompose and solve complex tasks.
Integrates a web search tool, allowing the research agent to gather real-time information from the internet.
Includes a dedicated editorial review step to check gathered information for biases or misleading data.
Uses a structured prompt to frame the user's query as a clear task for the agent team.
Delivers the final, consolidated response directly to a chat interface.

🔄 Workflow Steps

Component Name	Role in the Workflow	Key Inputs	Key Outputs
Chat Input	Captures the initial user query from the interface.	User's text input	User's query as a structured message
Prompt	Formats the user's query into a clear instruction for the agent team.	User's query	A structured task description
Hierarchical Task	Defines the core task to be executed by the agent crew, including the expected output format.	Task description from the prompt	A formalized task object for the crew
Research Agent	A specialized agent responsible for searching the web to find information relevant to the user's query.	Language model, Web search tool	An agent configured for research
Editor Agent	A specialized agent responsible for reviewing the gathered information to detect biases or misleading data.	Language model	An agent configured for editorial review
Manager Agent	The central coordinator that can answer simple queries directly or delegate complex ones to the research and editor agents.	Language model	An agent configured for management and delegation
Ollama Web Search	Provides the research agent with the capability to perform live web searches.	Search query	A tool that can execute web searches
Ollama Cloud (Research)	The language model that powers the research agent's reasoning and tool use.	-	A language model instance for the research agent
Ollama Cloud (Editor)	The language model that powers the editor agent's critical review.	-	A language model instance for the editor agent
Ollama Cloud (Manager)	The language model that powers the manager agent's coordination and decision-making.	-	A language model instance for the manager agent
OpenAI Model	The language model used by the hierarchical crew's internal manager for orchestrating task delegation among agents.	-	A language model instance for crew orchestration
Crew	Orchestrates the collaboration between the manager, research, and editor agents to execute the defined task.	Manager agent, Research agent, Editor agent, Task, Manager language model	The final, consolidated answer from the agent team
Chat Output	Displays the final, validated answer from the crew to the user in the chat interface.	Final answer from the crew	Formatted message displayed to the user

🧠 Notes

The workflow is built on the CrewAI framework, which specializes in orchestrating collaborative multi-agent systems.
The quality of the final output depends on the capabilities of the underlying language models (Ollama Cloud and OpenAI) and the accuracy of the web search results.
The manager agent uses a hierarchical delegation strategy, meaning it decides whether to answer directly or involve specialized agents based on the complexity of the query.
Proper API credentials for Ollama Cloud and OpenAI are required for the respective model components to function.
The editorial review step adds a layer of verification but does not guarantee complete factual accuracy.