Retrieval Pipeline

Rosetta’s RAG system retrieves relevant evidence before response generation.

Flow

1. Chunk source documents
2. Generate embeddings
3. Store vectors with metadata
4. Retrieve top-k matches
5. Re-rank and pass context to generation

Retrieval Controls

• Source filters
• Date windows
• Relevance thresholds