generating Pokédex-style species descriptions
- Loads species from portland_wildlife.csv (taxon_id,
common_name, wikipedia_url)
- Fetches Wikipedia articles from a self-hosted Kiwix mirror
(WIKI_LINK env var); falls back to live Wikipedia if unset
- Spaces in Wikipedia URLs are normalized to underscores
before fetching
- LiteLLM instance prompted via OpenAI-compatible client
(LITELLM_URL, LITELLM_API_KEY, LITELLM_MODEL env vars)
- LLM has tool-calling access to fetch_wikipedia_article with
an agentic loop
- Output descriptions are sanitized — only alphanumerics and
. , ! ? ' - : allowed
- Writes results to portland_wildlife_dex_entries.csv in
append mode with resume support (skips already-processed
taxon_ids)
- Live [i/total] progress counter printed each iteration
along with the generated description
- Fixed wikipedia_url being incorrectly looked up in the
ancestors dict (which maps rank→name) — now reads directly
from the taxon object
- Updated enrich_with_ancestors to capture and store
wikipedia_url per taxon alongside ancestor data
- Merges wikipedia_url back into species during enrichment
pass, with fallback to value captured in the first pass
Suppai_Neko
SuppaiNeko