Job Description
We're hiring an expert full-stack engineer to build an MVP of a privacy-first, self-hosted AI web app.
The product is a guided, structured experience (not a generic chatbot): users go through a step-by-step workflow and the system produces live-updating deliverables during the session (tables/notes/frameworks) plus a downloadable PDF report.
Language: UI + outputs are primarily German.
What you'll build (MVP)
Core UX
Two-panel web app:
Left: chat-guided workflow (orchestrator)
Right: live artifact panel that updates in real time (structured content, tables, summaries), plus report preview/export
Core capabilities
Orchestration / workflow layer (self-hosted)
Routes user intents to specialized sub-flows (ingestion, retrieval, artifact creation, reporting)
Document ingestion + retrieval (RAG)
Upload PDFs and spreadsheets
Detect text-based vs scanned docs, OCR only when needed
Chunking + embeddings + retrieval against a vector store
Hard multi-t...
The product is a guided, structured experience (not a generic chatbot): users go through a step-by-step workflow and the system produces live-updating deliverables during the session (tables/notes/frameworks) plus a downloadable PDF report.
Language: UI + outputs are primarily German.
What you'll build (MVP)
Core UX
Two-panel web app:
Left: chat-guided workflow (orchestrator)
Right: live artifact panel that updates in real time (structured content, tables, summaries), plus report preview/export
Core capabilities
Orchestration / workflow layer (self-hosted)
Routes user intents to specialized sub-flows (ingestion, retrieval, artifact creation, reporting)
Document ingestion + retrieval (RAG)
Upload PDFs and spreadsheets
Detect text-based vs scanned docs, OCR only when needed
Chunking + embeddings + retrieval against a vector store
Hard multi-t...
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