64 lines
1.5 KiB
Python
64 lines
1.5 KiB
Python
import pathlib
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from typing import TypedDict, Any
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class OpenAIConfig(TypedDict):
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"""
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The OpenAI section of the configuration file.
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"""
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api_key: str
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model: str
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temperature: float
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max_tokens: int
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top_p: float
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frequency_penalty: float
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presence_penalty: float
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def openai_config_valid(conf: dict[str, str | float | int]) -> bool:
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"""
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Checks if the given Open AI configuration dict is complete
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and contains valid types and values.
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"""
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try:
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str(conf['api_key'])
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str(conf['model'])
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int(conf['max_tokens'])
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float(conf['temperature'])
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float(conf['top_p'])
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float(conf['frequency_penalty'])
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float(conf['presence_penalty'])
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return True
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except Exception as e:
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print(f"OpenAI configuration is invalid: {e}")
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return False
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class Config(TypedDict):
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"""
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The configuration file structure.
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"""
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system: str
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db: str
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openai: OpenAIConfig
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def config_valid(conf: dict[str, Any]) -> bool:
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"""
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Checks if the given configuration dict is complete
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and contains valid types and values.
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"""
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try:
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str(conf['system'])
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pathlib.Path(str(conf['db']))
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return True
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except Exception as e:
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print(f"Configuration is invalid: {e}")
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return False
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if 'openai' in conf:
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return openai_config_valid(conf['openai'])
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else:
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# required as long as we only support OpenAI
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print("Section 'openai' is missing in the configuration!")
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return False
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