utils/chain_utils.py

from models.model_seeds import seeds
from models.openai.finetuned_models import finetuned_models, get_finetuned_chain
from models.openai.role_models import get_role_chain, get_template_role_models
from models.databricks.scenario_sim_biz import get_databricks_chain

def get_chain(issue, language, source, memory, temperature, texter_name=""):
    if source in ("OA_finetuned"):
        OA_engine = finetuned_models[f"{issue}-{language}"]
        return get_finetuned_chain(OA_engine, memory, temperature)
    elif source in ('OA_rolemodel'):
        seed = seeds.get(issue, "GCT")['prompt']
        template = get_template_role_models(issue, language, texter_name=texter_name, seed=seed)
        return get_role_chain(template, memory, temperature)
    elif source in ('CTL_llama2'):
        if language == "English":
            language = "en"
        elif language == "Spanish":
            language = "es"
        return get_databricks_chain(issue, language, memory, temperature)