adityaprasad-sudo/ExploreSingapore
A sophisticated RAG intelligence engine for Singaporean laws, policies, and history. Comes with a triple-AI failover backend (Gemini/Llama/Groq), semantic embeddings using FAISS, and an Apple-inspired interactive UI. Designed with precision and high availability in mind.
Leverages LangChain for orchestrated RAG pipelines and runs BGE-M3 embeddings locally via Sentence-Transformers to avoid API latency, while serving a Flask backend deployed on Hugging Face Spaces. The vector retrieval layer indexes 33,000+ curated PDFs through FAISS for sub-millisecond semantic search, grounded entirely in Singapore-specific legal and historical source material to eliminate hallucination.
Stars
49
Forks
7
Language
Python
License
MIT
Category
Last pushed
Feb 09, 2026
Commits (30d)
0
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