01 // problem
The operational constraint.
Teams lose time searching scattered policies, reports, and project files. Generic search returns documents, not grounded answers.
project case study // 2026
DocuMind
Retrieval-based assistant for internal knowledge work.
02 // solution
The system response.
DocuMind indexes approved knowledge sources, retrieves relevant passages, and produces cited summaries through a controlled RAG pipeline.
03 // technology
Tech stack
PythonFastAPIPostgresVector Search
04 // gallery
Interface and workflow views
SCREEN / 01
SCREEN / 02
SCREEN / 03
05 // links