ABINASH KUMAR MISHRA

ABINASH KUMAR MISHRA

🧠Advanced AI Agents: Building Complex and Ethical Systems

Building advanced AI agents, emphasizing complex workflows and ethical considerations

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ABINASH KUMAR MISHRA
Mar 09, 2025
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Summary: This text provides a module for building advanced AI agents, emphasizing complex workflows and ethical considerations. The module details constructing agents with branching logic, bias auditing capabilities, and performance optimization techniques. It covers integrating real-world tools via LangChain, such as the Google Search API, to enhance agent functionality. Best practices for code structure and debugging, including a capstone project rubric, are also presented to guide learners in building robust and reliable AI systems.

The material aims to transform learners into skilled AI architects and engineers capable of creating intelligent, ethical, and scalable applications. A visual system diagram illustrates the architecture of the advanced AI agent system, highlighting the workflow and decision-making processes.

This diagram outlines how a user query is processed: starting at the Workflow Orchestrator, then branching into research (with caching and real-world API integration), bias auditing, and decision making (which determines whether to summarize the research or output it raw), with a pathway for human review if bias is detected.

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