PROJECT CASE / 01
RagDocs.
Questions and answers over PDF, DOCX and TXT with semantic search, source citations and local AI.
MY ROLE
Full-stack development of a personal project.
YEAR
2026
FOCUS
RAG · AI
01 / CONTEXT
The problem.
Finding answers in long documents and being able to verify their sources.
02 / PRODUCT
The solution.
A query workflow that retrieves relevant passages and presents answers with document references.
03 / TECHNICAL JUDGMENT
Decisions that matter.
- 01
Use Ollama to run models locally.
- 02
Isolate each user’s documents and display source citations.
04 / OUTCOME
What it enables.
- Query PDF, DOCX and TXT files through one interface.
- Answers linked to passages retrieved through semantic search.