Increase max_tokens from 400 to 1024 to prevent truncated responses

Fall back to Gemini-2.5 Pro for unrecognized model names instead of exit()

Change default model to Gemini-2.5 Pro

Upgrade all LLM models to latest versions and add integration test

Downgrade chromadb to 0.5.23 for HF Spaces fastapi<0.113 constraint

Pin Python 3.12 on HF Spaces to fix audioop and dependency conflicts

Use version ranges for HF Spaces Python 3.13 compatibility

Downgrade chromadb to 0.5.23 for HF Spaces fastapi compatibility

Unpin gradio to avoid conflict with HF Spaces

Pin all requirements to installed versions from agllm-june-15 env

Update GPT-4 model to gpt-4.1-2025-04-14

Update pydantic version requirement

ignore file

aese e

chnaged title23

sonnet 3.5 fix

added sonnet 2

added sonnet

fixed syntax

fixed references issues and added without rag

implemented the optional context thing

august 24

fixed P

enabling debug by gradio

only code change for no metadata filteirng , before running

august 4 concluding

added experts agreeableness

starting august 4

cldcode clean

starting jul 22

june 26 until analysis

before debugging the wrong species bug

update agllm2

db typo

db typo

fix lingering db

fixing offending errors

tracking pdf and database folders

commiting before disaster all

list of species and new database populated

completed questions and responses from all llms

added all data for all databases

data in place

splitted response

until

june11

added gemini

before june 4

responses generated from multiple models for the generated questions

rearranging for better organization