Add multi-page PDF support, expand USA tier to 219 species, add all 4 vignettes

Simplify RAG prompt, add common name display, add example runner

Update README.md

fixed count of species

starting dec 29

starting oct 5

included weeds into insects identifier as well; and removed domain dropdowno

Add remaining files from agllm-development state