I’m Nicholas, and I’m building VectorFlow, tooling focused on the document processing layer of RAG.
Most retrieval issues don’t start at retrieval. They start earlier, during document processing.
Common failure points include:
- parsing and layout issues
- chunking strategies that lose context
- missing or broken metadata
- lost document hierarchy
- transformations you can’t actually see
VectorFlow is about making that layer visible and easier to iterate on. You can preview documents after each step, change configuration without reprocessing everything, and see what’s actually going into your vector store.
If you’re working on any of the above, happy to compare notes or walk through a problem. This isn’t a sales call.