This is a Ngee Ann Polytechnic School Assignment creating a chatbot utilizing Open Source from LLMs, RAG, external API call to Wikipedia, Langchain, Chroma DB, Hugging Face and OpenAi.
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Updated
Feb 19, 2026 - Python
This is a Ngee Ann Polytechnic School Assignment creating a chatbot utilizing Open Source from LLMs, RAG, external API call to Wikipedia, Langchain, Chroma DB, Hugging Face and OpenAi.
Free desktop app to generate the complete AGM Final Set (Notice, Director's Report, Form AOC-2, Resolutions, letters) for Indian Private Limited companies from a single Excel master input. Runs 100% locally — no cloud.
SingleFile is an AI-powered entity management and corporate compliance platform for corporations, law firms, and investment organizations. It automates business entity formation, EIN filing, annual report filing, registered agent services, UCC filings, and Corporate Transparency Act (BOI/FinCEN) reporting across all 52 US jurisdictions.
Production engineering reference for automating corporate entity compliance and annual filings across all 50 US states — runnable, type-annotated Python that treats statutes as versioned config, hardens Secretary of State ingestion, and routes deadlines deterministically.
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