Examples
Three tested, runnable recipes that take the patterns from Use cases to working code. Each one runs end to end against the live API for well under EUR 0.05, so the EUR 5 credit you get at signup covers all of them many times over. Every recipe ships with synthetic sample data you can replace with your own files.
LV matching Parse a GAEB X83 with /v1/extract and match every position against a product catalog with /v1/rerank. No database needed.
Early-phase cost prediction Embed reference projects, store them in pgvector, and estimate EUR/m2 for a new building description by weighted nearest neighbors.
RAG over construction data Chunk and embed an LV in one call, retrieve with pgvector, sharpen with /v1/rerank, and let your own LLM answer with position-number citations.
Sample data
Section titled “Sample data”All recipes share a set of synthetic demonstration files:
- sample-lv.x83: GAEB DA XML 3.3 tender, 15 positions in three trades
- sample-catalog.csv: 40 product catalog entries, worded differently from the LV on purpose
- sample-kennwerte.csv: 24 reference projects with invented EUR/m² figures
The LV matching recipe also exists as a ready-made n8n workflow in the template gallery (see Run it in n8n for setup). More integrations follow.