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DocuFlow is a containerized, event-driven pipeline that automates ingestion, OCR, parsing, and analytics for invoices and financial documents.

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Shashank0701-byte/docuflow

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DocuFlow — Intelligent Invoice Ingestion Pipeline

DocuFlow is a containerized, event-driven pipeline that automates ingestion, OCR, parsing, and analytics for invoices and financial documents. It uses a lightweight microservice pattern so heavy OCR work runs asynchronously and does not block the UI.

Quick highlights:

🏗️ Architecture

The system follows a microservices pattern and is orchestrated with Docker Compose.

If GitHub renders the diagram you will see the flow below. If it doesn't, a plain ASCII fallback is provided right after.

Plain fallback (always visible):

Features

🛠️ Tech Stack

📂 Project Structure

Use the ASCII tree below — it's intentionally plain so it displays consistently across renderers.

Getting Started

Prerequisites

Clone the repository:

Build and start the stack:

Wait until the logs show Celery worker(s) ready and the watcher reporting polling mode. Then open:

How to ingest:

Notes:

🔧 Configuration & Environment

Services are configured via environment variables in docker-compose. Typical variables:

If you'd like, I can add a .env.example file with recommended values.

Troubleshooting

"New File Detected" doesn't trigger on Windows/WSL2:

Diagram won't render on GitHub (Mermaid parse error):

Dashboard shows empty charts:

Tesseract errors in Docker:

Duplicate invoice entries:

Dashboard Overview

The Streamlit UI includes:

Roadmap

Contributing

Contributions welcome! Please open an issue or a PR.

Guidelines:

License

This project is licensed under the MIT License. See the LICENSE file for full details.

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DocuFlow is a containerized, event-driven pipeline that automates ingestion, OCR, parsing, and analytics for invoices and financial documents.

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