Files
NexQuant/rdagent/core/conf.py
T
XianBW 46d8247697 feat: use auto gen seed when using LLM cache (#441)
* initial version

* test requirements

* fix bugs

* fix bugs

* add annotation

* fix ruff error

* fix CI

* fix CI

* fix CI

* fix CI

* change random usage

* move cache_seed_gen to core/utils.py

* fix CI

* change cache_seed_gen name

---------

Co-authored-by: Young <afe.young@gmail.com>
2024-10-21 11:32:20 +08:00

54 lines
1.9 KiB
Python

from __future__ import annotations
from pathlib import Path
from pydantic_settings import BaseSettings
# TODO: use pydantic for other modules in Qlib
# from pydantic_settings import BaseSettings
class RDAgentSettings(BaseSettings):
# TODO: (xiao) I think LLMSetting may be a better name.
# TODO: (xiao) I think most of the config should be in oai.config
# Log configs
# TODO: (xiao) think it can be a separate config.
log_trace_path: str | None = None
# Behavior of returning answers to the same question when caching is enabled
use_auto_chat_cache_seed_gen: bool = False
"""
`_create_chat_completion_inner_function` provdies a feature to pass in a seed to affect the cache hash key
We want to enable a auto seed generator to get different default seed for `_create_chat_completion_inner_function`
if seed is not given.
So the cache will only not miss you ask the same question on same round.
"""
init_chat_cache_seed: int = 42
# azure document intelligence configs
azure_document_intelligence_key: str = ""
azure_document_intelligence_endpoint: str = ""
# factor extraction conf
max_input_duplicate_factor_group: int = 300
max_output_duplicate_factor_group: int = 20
max_kmeans_group_number: int = 40
# workspace conf
workspace_path: Path = Path.cwd() / "git_ignore_folder" / "RD-Agent_workspace"
# multi processing conf
multi_proc_n: int = 1
# pickle cache conf
cache_with_pickle: bool = True # whether to use pickle cache
pickle_cache_folder_path_str: str = str(
Path.cwd() / "pickle_cache/",
) # the path of the folder to store the pickle cache
use_file_lock: bool = (
True # when calling the function with same parameters, whether to use file lock to avoid
# executing the function multiple times
)
RD_AGENT_SETTINGS = RDAgentSettings()