crewai

How to Build an AI Agent from Scratch with CrewAI and Clarifai

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Introduction AI agents are reshaping automation by moving from simple scripts to adaptive, intelligent systems that can plan, reason, and act on real goals. Unlike traditional software, these agents can gather data, analyze information, break down objectives, and execute steps, all with a surprising degree of autonomy and flexibility. Today, you will learn how to … Read more

Designing Multi-Agent Workflows, Systems, Handoffs, and Graphs with LangGraph and CrewAI

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Introduction Single-agent LLM systems are limited by perspective, task scope, and memory. Real world problems require role-based multi-agent collaboration. In this article, you will learn how to: Why Multi-Agent Design Matters No single agent can: Multi-agent systems solve this by using separation of concern and role-specific expertise. Architecturally, this is similar to service-oriented design. LangGraph … Read more