Prepare the right information
Review sources, formats, permissions and update frequency. Retrieval must respect the access rules of the original system.
RAG and retrieval
Answers with sources attached.
I design and integrate systems that consult your documents before answering. The first step is understanding the information you have and who is allowed to use it.
Evaluate the retrieval
Chunking, hybrid search and source selection, tested against a set of questions. We check relevance and identify missing information.
Make the answer reviewable
Citations, traceability and a defined response when evidence is insufficient. Delivery includes integration, evaluation and documentation.
A first engagement
Start with a document sample and the questions you need answered. That gives us a basis for an initial scope and acceptance criteria.
Tell me about your projectOpen to new projects
An idea, an integration or a project that needs another pair of hands. An email is enough to start; a polished brief can wait.
hello@pharosyne.tech
Remote projects · Europe, Latin America and beyond