Saurabh Kamal
An AI and software developer who built the Veltra Pay Compliance Assistant, a compliance research assistant based on CRAG technology.
Timeline (last 90 days)
Developer Saurabh Kamal published a RAG reranking comparison project on Reddit and YouTube, empirically testing four reranking approaches on 5 payment-industry PDFs (1,507 text chunks in total).
According to the project author's analysis, Cohere and Jina achieved the best balance of accuracy and speed on this payment-industry dataset.
Developer Saurabh Kamal open-sourced a hybrid retrieval pipeline called ReRankEval, along with a complete codebase and video walkthrough.
Developer Saurabh Kamal built a compliance assistant called Veltra Pay Compliance Assistant, whose core innovation is the introduction of Corrective RAG (CRAG) and a self-correction mechanism.
All Facts (4)
According to the project author's analysis, Cohere and Jina achieved the best balance of accuracy and speed on this payment-industry dataset.
50%UnverifiedDeveloper Saurabh Kamal published a RAG reranking comparison project on Reddit and YouTube, empirically testing four reranking approaches on 5 payment-industry PDFs (1,507 text chunks in total).
50%UnverifiedDeveloper Saurabh Kamal open-sourced a hybrid retrieval pipeline called ReRankEval, along with a complete codebase and video walkthrough.
50%UnverifiedDeveloper Saurabh Kamal built a compliance assistant called Veltra Pay Compliance Assistant, whose core innovation is the introduction of Corrective RAG (CRAG) and a self-correction mechanism.
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