White-label RAG chatbot SaaS
Turn business documents into cited AI answers.
DocuBrain gives companies a branded document assistant that uploads files, retrieves relevant chunks, and answers with transparent citations.
Retrieval pipeline
Upload documents
PDF, DOCX, and TXT files enter the workspace.
Embed and search
Chunks are matched by semantic similarity.
Answer safely
The assistant responds only from retrieved context.
Simulated RAG workflow
See how DocuBrain links every answer back to documents.
This production demo simulates the retrieval flow: a question is embedded, matched against document chunks, and answered only from the retrieved context. The live product swaps this simulation for Supabase pgvector and Ollama.
Ask the document set
Retrieval, answer, and citations in one preview.
Assistant answer
New employees become eligible for 15 days of paid annual leave after completing 3 months of continuous employment. Leave requests should be approved by the employee's manager before travel is booked. This answer is grounded in Leave Policy.docx, page 3.
Retrieved sources
Leave Policy.docx
Page 3 · New employee leave eligibility
New employees become eligible for 15 days of paid annual leave after completing 3 months of continuous employment. Leave requests should be approved by the employee's manager before travel is booked.
Leave Policy.docx
Page 5 · Carryover rules
Employees may carry over up to 5 unused leave days into the next calendar year. Unused carryover days expire after 6 months unless an exception is approved by HR.
IT Security Policy.pdf
Page 2 · Password and MFA requirements
All employees must use multi-factor authentication for company systems. Passwords must be at least 14 characters and should not be reused across personal and business accounts.