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query-transformations

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Ecolash / Information-Retrieval

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๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฅ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น | ๐—–๐—ฆ๐Ÿฒ๐Ÿฌ๐Ÿฌ๐Ÿต๐Ÿฎ | ๐—•๐—ผ๐—ผ๐—น-๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต, ๐—ฅ๐—ฎ๐—ป๐—ธ๐—ฒ๐—ฟ, ๐—ช๐—ผ๐—ฟ๐—ฑ๐—ก๐—ฒ๐˜ ๐—ฆ๐˜‚๐—บ๐—บ๐—ฎ๐—ฟ๐—ถ๐˜‡๐—ฒ๐—ฟ

information-retrieval wordnet nltk ir ndcg-evaluation boolean-retrieval iitkgp scoring-algorithm mean-average-precision okapi-bm25 document-ranking query-transformations
  • Updated Nov 27, 2025
  • Python

Amurut / Healthcare-Taxation-Assistant

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A project demonstrating the ability to utilize Agentic AI workflows to perform analysis and discovery on aspects of US Healthcare Taxation Laws. Utilizes an underlying RAG framework for Response Generation. Also includes a comparison of LlamaIndex vs a custom framework that makes use of retrieval strategies like Hyde and Multi-Query Transformations

rag streamlit llamaindex llm-agent rag-chatbot llamaindex-rag hypothetical-document-embeddings query-transformations
  • Updated Nov 16, 2025
  • Python

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