This is only a demo. It has only been fine-tuned on 2 of Singapore's acts (click to view original PDFs):

• Intellectual Property Office of Singapore Act 2001
• Residential Property Act 1976

Ollama, langchain, chromadb, BeautifulSoup4, gpt4all, langchainhub, pypdf, chainlit

1. Add PDF(s) of Singapore laws into data folder
2. On terminal, run python3 load_data_vdb.py
3. On terminal, run chainlit run RAG.py

• Retrieval Augmented Generation (RAG)
• PDFs of Singapore laws: Singapore Statutes Online
• Code: Article by Plaban Nayak