Multi-Document Processing Pipeline, Socratic

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prerequisites
Intermediate Python Programming (exception handling, file processing) • basic regex patterns • basic CSV/JSON manipulation
skills learned
Multi-format document processing • PDF text extraction • pipeline orchestration • content safety filtering • data export generation
Kannupriya Kalra & Pavan Vamsi
1 week · 6-8 hours per week · INTERMEDIATE
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Look inside

Socratic liveProjects pair you with an AI tutor to help you learn by doing, in real time.

In this liveProject, you'll turn a document analysis system into a full multi-format processing pipeline built for real enterprise demands. You’ll implement PDF handling, document type detection, and a layered workflow that can process entire collections at once—with structured outputs and responsible content filtering baked in. As you build, you’ll learn advanced pipeline architecture, orchestration patterns, and robust extraction techniques that bring professional reliability to every stage of the process.

This project is a part of the series AI-Powered Document Assistant: From Text to Insights.
This project is designed for learning purposes and is not a complete, production-ready application or solution.

project authors

Kannupriya Kalra
Kannupriya Kalra is an engineering leader and creator of LLM4S, the first AI-native platform for Scala. She contributes to the AI open-source ecosystem through the Scala Center, LLM4S, and Google Open Source, and leads the Google Summer of Code programs for the Scala Center. Based in London, she has presented on AI in over ten countries and is passionate about empowering developers through hands-on generative AI projects and open-source contributions.
Pavan Vamsi
Pavan Vamsi is a software engineer at Microsoft’s Core AI Division in the San Francisco Bay Area, where he drives large-scale integration of Copilot into developer tools. With nearly a decade of experience in enterprise software and cloud infrastructure, he has created several open-source tools, including Prompt Cop, Prompt Craft, and Focus Pulse AI, all aimed at improving productivity, security, and AI-driven workflows.

prerequisites

This liveProject is for intermediate Python programmers who want to build enterprise-grade document processing systems with advanced architecture patterns.


TOOLS
  • Intermediate Python
  • Intermediate Google Colab
  • Intermediate OpenAI API
  • Beginner PDF Processing Libraries

TECHNIQUES
  • Intermediate Software Architecture
  • Beginner Document Processing

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