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aneessaheba / RAG-Tax-Advisory-System-for-Intl-Students

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Production RAG system for international student tax advisory. Hybrid Elasticsearch+BM25 retrieval, LangChain LCEL, LLaMA/Gemini routing, RAGAS evaluation (GPT-4 judge), Prometheus/Grafana observability. Deployed on Render with Supabase logging.

python nlp machine-learning gemini bm25 international-students rag fastapi vector-database sentence-transformers supabase hybrid-search llm chromadb retrieval-augmented-generation reciprocal-rank-fusion tax-advisor
  • Updated Mar 8, 2026
  • Python

olivertang40 / ai201-project1-unofficial-guide-starter

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RAG system for Trine University international students. Provides grounded answers on admissions, CPT/OPT, scholarships, insurance using 10 FAQ documents. Built with Python, ChromaDB, Groq LLM, and Gradio UI

python nlp embeddings gradio semantic-search international-students vector-database grounded-generation chromadb retrieval-augmented-generation llm-application groq-llm rag-system codepath-ai201
  • Updated Jun 8, 2026
  • Python

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