DeepLearning.AI

Laurie Voss

In this course, you'll master the art of building agentic document workflows using event-driven architecture. You'll learn to automate document processing, incorporate human feedback, and enhance workflows with multimodal capabilities. By the end, you'll be equipped to design workflows that fill out forms and respond to human feedback for accurate form completion.

Event-Driven Agentic Document Workflows

An overview of the course and its objectives.

Introduction

Understanding the basic concepts of agentic document workflows, including RAG, agents, and event-driven workflows.

What are Agentic Document Workflows

Learn to build a series of LlamaIndex’s workflows that increase in complexity and involve branching, looping logic, and concurrent executions.

Building a Workflow

Set up the agent’s RAG capability by parsing the source document, loading the extracted information into a vector store, and building a query engine on top of the store.

Adding RAG

Implement workflow steps that enable the agent to parse the form to be filled, turn the parsed information into simple questions, and use the questions to query the RAG pipeline.

Form Parsing

Incorporate human-in-the-loop into the workflow and ask the agent to re-answer when necessary to produce more accurate form responses.

Human in the Loop

Add multimodal capability to the agent, allowing it to process spoken feedback.

Use your Voice

Summarizing the course and its key takeaways.

Conclusion

A short quiz to test your understanding of the course material.

Quiz

Additional resources and tips to help you succeed in building agentic document workflows.

Appendix – Tips and Help

Learn to build event-driven agentic document workflows with complex branching, looping logic, and concurrent executions. This course, in partnership with LlamaIndex, offers a comprehensive guide to automating document processing using AI agents.

Individuals with a basic understanding of Python and object-oriented programming who want to automate document workflows.

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People interested in learning about agent-based applications and event-driven architectures.

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Professionals looking to enhance their skills in building complex workflows with AI integration.

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Event-Driven Agentic Document Workflows

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