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winoth/australia-tax-deduction-agent

sourceHugging Facemitupdated 4mo agoView on Hugging Face
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App README

๐Ÿ‡ฆ๐Ÿ‡บ Australian Tax Deduction Finder

An AI-powered assistant that identifies Australian tax deductions for FY2024โ€“25 based on your occupation.

How it works

  1. 1.Tell the assistant your job title and tax year
  2. 2.It asks targeted questions covering all ATO deduction categories (D1โ€“D15) relevant to your occupation
  3. 3.You optionally provide your PAYG payment summary details
  4. 4.It calculates your estimated deductions and refund/liability

Supported occupations

  • โ€”Work-from-home employees
  • โ€”Nurses and healthcare workers
  • โ€”Teachers
  • โ€”Tradies
  • โ€”Freelancers / self-employed
  • โ€”General employees (any other occupation)

Tech stack

  • โ€”LLM: Qwen2.5-14B-Instruct via HF Inference API
  • โ€”Orchestration: LangGraph (StateGraph with MemorySaver)
  • โ€”Knowledge base: ATO guidance PDFs indexed in ChromaDB
  • โ€”Embeddings: all-MiniLM-L6-v2 (SentenceTransformers)
  • โ€”UI: Gradio

Disclaimer

This tool provides estimates only and does not constitute financial or tax advice. Always verify your return with a registered tax agent before lodging with the ATO.