CasaLingua v0.21.0

🧠 Overview

CasaLingua is a multilingual AI voice and text assistant for simplifying housing applications. It automatically processes user inputs—whether audio, image, or text—and outputs readable, simplified forms with ethical compliance and audit capability.

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📦 Modules Overview

1. app/input_funnel.py

• Detects file types: .txt, .pdf, .jpg/.png, .wav/.mp3
• Routes input to OCR or ASR processors

2. app/text_pipeline.py

• Orchestrates NER, translation, and governance checks

3. app/translation_llm.py

• Translates text to English or another target language
• Simulates simplification for legal or complex phrases

4. app/ner_module.py

• Extracts entities like name, address, DOB for form auto-fill

5. app/governance_llm.py

• Applies ethical audits (bias, fidelity, PII compliance)
• Returns a confidence score and alignment check

6. app/utils/ocr.py

• Extracts text from image or PDF using placeholder OCR

7. app/utils/audio_tools.py

• Transcribes audio to text using placeholder ASR

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🧪 Tests

• tests/test_pipeline.py: Validates end-to-end output from raw text input

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🚀 Running the App

python main.py

🎛️ Admin Panel (Optional)

uvicorn admin_panel.main:app --reload

🔍 Future Features

• Whisper integration
• PDF input support with OCR confidence
• Multilingual conversation agent with memory

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🧠 Logic Ladder Diagram

graph TD
    A[User Input (Audio/Text/Image)] --> B[Input Funnel]
    B --> C[Text Pipeline]
    C --> D[NER Extraction]
    C --> E[Translation Module]
    C --> F[Governance & Audit]
    D & E & F --> G[Final Output & Audit Report]