Tighten markdown->LaTeX converter; note SSH agent step in CLAUDE.md

Document examples -> tex fragments -> main.tex workflow in README

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

Fix: pin Python 3.9 in README frontmatter to fix audioop crash

Pin Python 3.9 on HuggingFace to fix audioop/pydub crash

Document vignette workflow in README, add latest example results

Add example results output 20260303

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

Rename US to Midwest USA in species analysis and fix data

Update species verification note for bollworm replacement

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

Update README.md

fix env

fix env

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

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

added pngs

Fix .gitignore to track PNG files and renormalize

Configure Git LFS for PNG files

pydantic asgi fix

all deployed files included

Fix .gitignore to track chroma.sqlite3 and add file

Docs: Add Git LFS troubleshooting notes to README

Add vector-databases-deployed and update .gitignore

Add remaining files from agllm-development state

Import latest state from agllm-development (renormalized)

Fresh start