RAG

Intelligent Few-Shot and Glossary Selection for Multi-Language Translation

For a sports media organization with a rigid translation system limited to 5 languages, I designed and implemented OpenSearch-based hybrid retrieval combining BM25 lexical matching …

4 min read

LLM

RAG Solution: Financial Document Analysis with Graph-Based Provenance Tracking

For a financial analysis firm processing corporate financial documents, I developed a RAG system that combines vector search with graph-based provenance tracking. The solution …

2 min read