Add multi-model comparison to run_examples; bump max_tokens to 700

Auto-generate appendix examples; add Asian copperleaf to knowledge base

Upgrade all LLM models to latest versions, add test harness

Add SLF reporting sources to knowledge base, increase retriever k to 8

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

Update retrieval evaluation with k=1,2,4,8 and fix random seed

Add Spodoptera frugiperda examples for paper supplementary

Update docs, gitignore, examples, and vector DB

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

start feb l2

Update README.md

fix env

fixed count of species

starting dec 29

starting oct 5

matched_species_i fixed but only less number of tags issue remainign while db creation

starting sep 29 2

starting sep 29

update

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

all deployed files included

Fix .gitignore to track chroma.sqlite3 and add file

Add vector-databases-deployed and update .gitignore