Topic

#rag system

2 articles found

Building a Legal RAG System: Key Steps and Implications

Hey Devs! 👋 Building a Retrieval-Augmented Generation (RAG) system for standard Q&A is relatively straightforward. But when you move into the legal domain, standard setups fall apart. Accuracy isn't a vanity metric here—hallucinations can have actual legal consequences, and citations are non-negoti

#legal#rag system#ai technology#india legal tech#legal automation

· · Dev.to

Improving Financial RAG Systems: Key Insights and Solutions

My RAG system for financial document Q&A was stuck at 53% accuracy. I spent two weeks implementing hybrid retrieval, metadata filtering, and query routing. Accuracy went to 58%. Then I ran a corpus audit and found that 5 documents were never ingested and 2 were corrupted. Fixing that alone pushed re

#financial rag#ai accuracy#fintech insights#india tech#document processing