Thomas K.

Portfolio

ProtoThema

An AI assistant for newsroom teams that can answer everyday questions, look up current information and help with more detailed research.

Role
AI Engineer, Cloudevo (sole author)
Status
Pilot project
Technology (for technical readers)
LangGraph · Cloud Run · Cloud SQL
56test questions
9testing categories
3ways to handle a request
How it works
  • Ask a question
  • Attach a PDF
  • Attach a Word document
  • Attach a spreadsheet
  • Attach an image
  • Share a YouTube source
Choose the best approachBased on the request
  1. Answer directlyFor straightforward questions
  2. Search the webFor current information
  3. Research in depthFor more complex topics

Tested across 56 scenarios, including confusing requests and cases where it should say “I don’t know”

What I built
  1. Developed an assistant that decides whether to answer directly, search the web or perform more in-depth research.
  2. Added support for PDFs, Word documents, spreadsheets, images and YouTube content.
  3. Created 56 tests across nine categories, including misleading instructions, unclear questions and uncertainty handling.
  4. Built and deployed the pilot independently.

Could AI solve a problem for your team?

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