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Event-Driven Agentic Document Workflows 🚀📄🤖

Welcome to the Event-Driven Agentic Document Workflows project! This repository contains a collection of Jupyter notebooks and tools for building intelligent document processing workflows using AI and event-driven architectures. 🧠💡

Project Overview 🌟

This project explores various techniques for automating document workflows, including:

  • Document Parsing 📑
  • Retrieval-Augmented Generation (RAG) 🔍🤖
  • Human-in-the-Loop Systems 👩‍💻🤝
  • Voice-Enabled Interfaces 🎙️🗣️

Each notebook focuses on a specific aspect of document workflow automation, providing hands-on examples and practical implementations.

Notebooks 📓

1. Building_Workflows.ipynb 🏗️

Learn how to create and manage event-driven document workflows. This notebook covers:

  • Workflow design patterns
  • Event handling
  • Workflow orchestration

2. RAG.ipynb 🔍🤖

Explore Retrieval-Augmented Generation techniques for document processing:

  • Document indexing and retrieval
  • Context-aware generation
  • Integration with LLMs

3. Form_Parsing.ipynb 📝

Discover automated form processing techniques:

  • PDF form extraction
  • Data validation
  • Structured data generation

4. Human in the Loop.ipynb 👩‍💻🤝

Implement human-in-the-loop systems for document workflows:

  • Human feedback integration
  • Quality control mechanisms
  • Adaptive learning systems

5. User your voice.ipynb 🎙️🗣️

Build voice-enabled document processing interfaces:

  • Speech-to-text integration
  • Voice command processing
  • Natural language understanding

Getting Started 🚀

  1. Clone this repository
  2. Install requirements: pip install -r requirements.txt
  3. Explore the notebooks!

Contributing 🤝

We welcome contributions! Please see our CONTRIBUTING.md for guidelines.

License 📜

This project is licensed under the MIT License - see the LICENSE file for details.