feat: Implementar endpoint novo no sistema atual, que permita anexar …

[gomesrocha]

…pdf e ele retorno os tópicos, com base no LDA.

Generated by AI Agent
Work Item: d3fb2346-effa-46fb-9322-b4334fa6a629
Branch: ai-agent/implementar-endpoint-novo-no-s-20260305-104512

Summary by CodeRabbit

• New Features

  • Added server-side API endpoint for PDF topic generation.

• Refactor

  • Transitioned from desktop application to API-based architecture.

• Documentation

  • Added comprehensive guide including setup, data preprocessing, topic extraction workflow, and endpoint usage examples.

[coderabbitai]

Caution

Review failed

The pull request is closed.

ℹ️ Recent review info

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Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: 22420409-0c9c-49a7-8032-75b1e1e5d5ca

📥 Commits

Reviewing files that changed from the base of the PR and between 94d728b and d723f7b.

📒 Files selected for processing (1)

• generated_code.py

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📝 Walkthrough

Walkthrough

This PR replaces a tkinter-based GUI module (interface_usuario.py) with a Flask-based server-side API architecture for PDF processing and LDA topic generation. The public API surface shifts from a UI-driven file upload interface to a server endpoint that processes PDFs and returns topics via JSON.

Changes

Cohort / File(s)	Summary
UI to API Migration interface_usuario.py, app.py	Removed tkinter + PyPDF2 UI class (InterfaceUsuario) and replaced with Flask endpoint example for processing PDFs and generating topics. Changes public API from GUI module to API module.
Implementation Guide generated_code.py	Updated with comprehensive LDA and Flask endpoint guide, including installation, preprocessing, setup, topic generation, and production notes.

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~45 minutes

Possibly related PRs

• feat: Fazer umplementação desta US, cuidando com os critérios de acei… #90: Directly conflicts with this PR—removes interface_usuario.py InterfaceUsuario class and introduces app.py as public API entry point, modifying the same public API surface.

Poem

🐰 From tkinter buttons to Flask's gentle call,
No more GUI windows in our digital hall,
PDFs now dance through endpoints so bright,
LDA spins topics—REST reigns tonight! ✨

✨ Finishing Touches

• 📝 Generate docstrings (stacked PR)
• 📝 Generate docstrings (commit on current branch)

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment
• Commit unit tests in branch ai-agent/implementar-endpoint-novo-no-s-20260305-104512

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[sonarqubecloud]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud