refactor transformation, add graph and admin

open_notebook/graphs/utils.py

@@ -1,10 +1,8 @@
 from langchain_core.language_models.chat_models import BaseChatModel
-from langchain_core.messages import BaseMessage, HumanMessage, SystemMessage
 from loguru import logger
 
 from open_notebook.domain.models import model_manager
 from open_notebook.models.llms import LanguageModel
-from open_notebook.prompter import Prompter
 from open_notebook.utils import token_count
 
 
@@ -31,24 +29,3 @@ def provision_langchain_model(
 
     assert isinstance(model, LanguageModel), f"Model is not a LanguageModel: {model}"
     return model.to_langchain()
-
-
-# todo: turn into a graph
-def run_pattern(
-    pattern_name: str,
-    config,
-    state: dict = {},
-    parser=None,
-) -> BaseMessage:
-    system_prompt = Prompter(prompt_template=pattern_name, parser=parser).render(
-        data=state
-    )
-    payload = [SystemMessage(content=system_prompt)] + [
-        HumanMessage(content=state["input_text"])
-    ]
-    chain = provision_langchain_model(
-        str(payload), config.get("configurable", {}).get("model_id"), "transformation"
-    )
-
-    response = chain.invoke(payload)
-    return response