آموزش CrewAI Flows و مانیتورینگ سیستم‌های چند عاملی - آخرین آپدیت

Workflow Orchestration with CrewAI Flows Workflow Orchestration with CrewAI Flows

• Specialization Introduction Specialization Introduction

• Course Introduction Course Introduction

• Foundation of CrewAI Flows and Event Driven Workflow Foundation of CrewAI Flows and Event-Driven Workflow

• Demonstration: Exploring the CrewAI Flow Project Structure Demonstration: Exploring the CrewAI Flow Project Structure

• Demonstration: Building and Launching a Flow with @start decorator Demonstration: Building and Launching a Flow with @start decorator

• Designing Flow Based Agent Workflows Designing Flow Based Agent Workflows

• Demonstration: Triggering Sequential Steps with the @listen Decorator Demonstration: Triggering Sequential Steps with the @listen Decorator

• Demonstration: Running Parallel Steps with Multiple @listen Decorators Demonstration: Running Parallel Steps with Multiple @listen Decorators

• Conditional Routing with CrewAI Flows Conditional Routing with CrewAI Flows

• Demonstration: Implementing Conditional Branching with the @router Demonstration: Implementing Conditional Branching with the @router

• Demonstration: Integrating Multiple Crews into a Complete Flow Pipeline Demonstration: Integrating Multiple Crews into a Complete Flow Pipeline

Guardrails and Human in the Loop Workflows Guardrails and Human-in-the-Loop Workflows

• Guardrails for Reliable AI Agent Systems Guardrails for Reliable AI Agent Systems

• Demonstration: Setting Up the TalentFlow CrewAI Pipeline Demonstration: Setting Up the TalentFlow CrewAI Pipeline

• Demonstration: Validating Agent Outputs with Guardrails Demonstration: Validating Agent Outputs with Guardrails

• LLM as Judge for Agent Output Evaluation LLM as Judge for Agent Output Evaluation

• Demonstration: Output Quality Validation and Scoring using LLM Demonstration: Output Quality Validation and Scoring using LLM

• Demonstration: Implementing Hallucination Detection Guardrails Demonstration: Implementing Hallucination Detection Guardrails

• Human in the Loop Architecture for AI Agents Human in the Loop Architecture for AI Agents

• Demonstration: Implementing the @human_feedback Decorator Demonstration: Implementing the @human_feedback Decorator

• Demonstration: Building a Complete Human Approval Workflow Demonstration: Building a Complete Human Approval Workflow

Multi Crew Orchestration and Observability Multi-Crew Orchestration and Observability

• Multi Crew AI System Architecture Multi Crew AI System Architecture

• Demonstration: Embedding Multiple Crews Within Flows Demonstration: Embedding Multiple Crews Within Flows

• Hybrid Sequential and Parallel Agent Workflows Hybrid Sequential and Parallel Agent Workflows

• Demonstration: Building Project Planning Multi Crew Systems Demonstration: Building Project Planning Multi Crew Systems

• Observability for Production AI Agents Observability for Production AI Agents

• Monitoring and Debugging Agents with LangSmith Monitoring and Debugging Agents with LangSmith

• Demonstration: Integrating LangSmith for Agent Monitoring Demonstration: Integrating LangSmith for Agent Monitoring

Course Wrap Up and Assessment Course Wrap-Up and Assessment

• Course Summary Course Summary