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46685112cf
| Author | SHA1 | Date | |
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| 46685112cf | |||
| 9c3cc8cbea |
@ -3,7 +3,8 @@ Creates different AI instances, based on the given configuration.
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"""
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import argparse
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from .configuration import Config
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from typing import cast
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from .configuration import Config, OpenAIConfig, default_ai_ID
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from .ai import AI, AIError
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from .ais.openai import OpenAI
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@ -12,9 +13,14 @@ def create_ai(args: argparse.Namespace, config: Config) -> AI:
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"""
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Creates an AI subclass instance from the given args and configuration.
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"""
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if args.ai == 'openai':
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# FIXME: create actual 'OpenAIConfig' and set values from 'args'
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# FIXME: use actual name from config
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return OpenAI("openai", config.openai)
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if args.ai:
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ai_conf = config.ais[args.ai]
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elif default_ai_ID in config.ais:
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ai_conf = config.ais[default_ai_ID]
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else:
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raise AIError("No AI name given and no default exists")
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if ai_conf.name == 'openai':
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return OpenAI(cast(OpenAIConfig, ai_conf))
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else:
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raise AIError(f"AI '{args.ai}' is not supported")
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@ -17,9 +17,11 @@ class OpenAI(AI):
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The OpenAI AI client.
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"""
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def __init__(self, name: str, config: OpenAIConfig) -> None:
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self.name = name
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def __init__(self, config: OpenAIConfig) -> None:
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self.ID = config.ID
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self.name = config.name
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self.config = config
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openai.api_key = config.api_key
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def request(self,
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question: Message,
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@ -31,8 +33,7 @@ class OpenAI(AI):
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chat history. The nr. of requested answers corresponds to the
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nr. of messages in the 'AIResponse'.
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"""
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# FIXME: use real 'system' message (store in OpenAIConfig)
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oai_chat = self.openai_chat(chat, "system", question)
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oai_chat = self.openai_chat(chat, self.config.system, question)
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response = openai.ChatCompletion.create(
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model=self.config.model,
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messages=oai_chat,
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@ -1,16 +1,28 @@
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import yaml
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from typing import Type, TypeVar, Any
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from dataclasses import dataclass, asdict
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from pathlib import Path
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from typing import Type, TypeVar, Any, Optional
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from dataclasses import dataclass, asdict, field
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ConfigInst = TypeVar('ConfigInst', bound='Config')
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AIConfigInst = TypeVar('AIConfigInst', bound='AIConfig')
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OpenAIConfigInst = TypeVar('OpenAIConfigInst', bound='OpenAIConfig')
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supported_ais: list[str] = ['openai']
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default_ai_ID: str = 'default'
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default_config_path = '.config.yaml'
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class ConfigError(Exception):
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pass
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@dataclass
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class AIConfig:
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"""
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The base class of all AI configurations.
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"""
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ID: str
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name: str
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@ -19,13 +31,18 @@ class OpenAIConfig(AIConfig):
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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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# all members have default values, so we can easily create
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# a default configuration
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ID: str = 'default'
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name: str = 'openai'
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api_key: str = '0123456789'
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system: str = 'You are an assistant'
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model: str = 'gpt-3.5-turbo-16k'
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temperature: float = 1.0
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max_tokens: int = 4000
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top_p: float = 1.0
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frequency_penalty: float = 0.0
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presence_penalty: float = 0.0
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@classmethod
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def from_dict(cls: Type[OpenAIConfigInst], source: dict[str, Any]) -> OpenAIConfigInst:
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@ -33,7 +50,9 @@ class OpenAIConfig(AIConfig):
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Create OpenAIConfig from a dict.
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"""
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return cls(
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name='OpenAI',
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ID='openai',
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name='openai',
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system=str(source['system']),
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api_key=str(source['api_key']),
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model=str(source['model']),
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max_tokens=int(source['max_tokens']),
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@ -43,36 +62,79 @@ class OpenAIConfig(AIConfig):
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presence_penalty=float(source['presence_penalty'])
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)
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def as_dict(self) -> dict[str, Any]:
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return asdict(self)
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def ai_config_instance(name: str, conf_dict: Optional[dict[str, Any]] = None) -> AIConfig:
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"""
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Creates an AIConfig instance of the given name.
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"""
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if name.lower() == 'openai':
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if conf_dict is None:
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return OpenAIConfig()
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else:
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return OpenAIConfig.from_dict(conf_dict)
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else:
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raise ConfigError(f"AI '{name}' is not supported")
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def create_default_ai_configs() -> dict[str, AIConfig]:
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"""
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Create a dict containing default configurations for all supported AIs.
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"""
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return {ai_config_instance(name).ID: ai_config_instance(name) for name in supported_ais}
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@dataclass
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class Config:
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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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# all members have default values, so we can easily create
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# a default configuration
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db: str = './db/'
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ais: dict[str, AIConfig] = field(default_factory=create_default_ai_configs)
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@classmethod
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def from_dict(cls: Type[ConfigInst], source: dict[str, Any]) -> ConfigInst:
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"""
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Create Config from a dict.
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"""
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# create the correct AI type instances
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ais: dict[str, AIConfig] = {}
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for ID, conf in source['ais'].items():
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ai_conf = ai_config_instance(conf['name'], conf)
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ais[ID] = ai_conf
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return cls(
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system=str(source['system']),
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db=str(source['db']),
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openai=OpenAIConfig.from_dict(source['openai'])
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ais=ais
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)
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@classmethod
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def create_default(self, file_path: Path) -> None:
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"""
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Creates a default Config in the given file.
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"""
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conf = Config()
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conf.to_file(file_path)
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@classmethod
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def from_file(cls: Type[ConfigInst], path: str) -> ConfigInst:
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with open(path, 'r') as f:
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source = yaml.load(f, Loader=yaml.FullLoader)
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# add the AI ID to the config (for easy internal access)
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for ID, conf in source['ais'].items():
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conf['ID'] = ID
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return cls.from_dict(source)
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def to_file(self, path: str) -> None:
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with open(path, 'w') as f:
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yaml.dump(asdict(self), f, sort_keys=False)
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def to_file(self, file_path: Path) -> None:
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# remove the AI name from the config (for a cleaner format)
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data = self.as_dict()
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for conf in data['ais'].values():
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del (conf['ID'])
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with open(file_path, 'w') as f:
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yaml.dump(data, f, sort_keys=False)
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def as_dict(self) -> dict[str, Any]:
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return asdict(self)
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@ -6,61 +6,19 @@ import sys
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import argcomplete
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import argparse
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from pathlib import Path
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from .utils import terminal_width, print_tag_args, print_chat_hist, ChatType
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from .storage import save_answers, create_chat_hist
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from .api_client import ai, openai_api_key, print_models
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from .configuration import Config
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from .configuration import Config, default_config_path
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from .chat import ChatDB
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from .message import Message, MessageFilter, MessageError, Question
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from .ai_factory import create_ai
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from .ai import AI, AIResponse
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from itertools import zip_longest
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from typing import Any
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default_config = '.config.yaml'
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def tags_completer(prefix: str, parsed_args: Any, **kwargs: Any) -> list[str]:
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config = Config.from_file(parsed_args.config)
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return list(Message.tags_from_dir(Path(config.db), prefix=prefix))
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def create_question_with_hist(args: argparse.Namespace,
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config: Config,
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) -> tuple[ChatType, str, list[str]]:
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"""
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Creates the "AI request", including the question and chat history as determined
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by the specified tags.
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"""
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tags = args.or_tags or []
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xtags = args.exclude_tags or []
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otags = args.output_tags or []
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if not args.source_code_only:
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print_tag_args(tags, xtags, otags)
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question_parts = []
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question_list = args.question if args.question is not None else []
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source_list = args.source if args.source is not None else []
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for question, source in zip_longest(question_list, source_list, fillvalue=None):
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if question is not None and source is not None:
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with open(source) as r:
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question_parts.append(f"{question}\n\n```\n{r.read().strip()}\n```")
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elif question is not None:
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question_parts.append(question)
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elif source is not None:
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with open(source) as r:
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question_parts.append(f"```\n{r.read().strip()}\n```")
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full_question = '\n\n'.join(question_parts)
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chat = create_chat_hist(full_question, tags, xtags, config,
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match_all_tags=True if args.and_tags else False, # FIXME
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with_tags=False,
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with_file=False)
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return chat, full_question, tags
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def tags_cmd(args: argparse.Namespace, config: Config) -> None:
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"""
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Handler for the 'tags' command.
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@ -74,17 +32,12 @@ def tags_cmd(args: argparse.Namespace, config: Config) -> None:
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# TODO: add renaming
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def config_cmd(args: argparse.Namespace, config: Config) -> None:
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def config_cmd(args: argparse.Namespace) -> None:
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"""
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Handler for the 'config' command.
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"""
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if args.list_models:
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print_models()
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elif args.print_model:
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print(config.openai.model)
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elif args.model:
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config.openai.model = args.model
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config.to_file(args.config)
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if args.create:
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Config.create_default(Path(args.create))
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def question_cmd(args: argparse.Namespace, config: Config) -> None:
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@ -128,25 +81,6 @@ def question_cmd(args: argparse.Namespace, config: Config) -> None:
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pass
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def ask_cmd(args: argparse.Namespace, config: Config) -> None:
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"""
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Handler for the 'ask' command.
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"""
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if args.max_tokens:
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config.openai.max_tokens = args.max_tokens
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if args.temperature:
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config.openai.temperature = args.temperature
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if args.model:
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config.openai.model = args.model
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chat, question, tags = create_question_with_hist(args, config)
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print_chat_hist(chat, False, args.source_code_only)
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otags = args.output_tags or []
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answers, usage = ai(chat, config, args.num_answers)
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save_answers(question, answers, tags, otags, config)
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print("-" * terminal_width())
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print(f"Usage: {usage}")
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def hist_cmd(args: argparse.Namespace, config: Config) -> None:
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"""
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Handler for the 'hist' command.
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@ -182,7 +116,7 @@ def print_cmd(args: argparse.Namespace, config: Config) -> None:
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def create_parser() -> argparse.ArgumentParser:
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parser = argparse.ArgumentParser(
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description="ChatMastermind is a Python application that automates conversation with AI")
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parser.add_argument('-C', '--config', help='Config file name.', default=default_config)
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parser.add_argument('-C', '--config', help='Config file name.', default=default_config_path)
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# subcommand-parser
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cmdparser = parser.add_subparsers(dest='command',
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@ -227,22 +161,6 @@ def create_parser() -> argparse.ArgumentParser:
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question_cmd_parser.add_argument('-S', '--source-code-only', help='Add pure source code to the chat history',
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action='store_true')
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# 'ask' command parser
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ask_cmd_parser = cmdparser.add_parser('ask', parents=[tag_parser],
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help="Ask a question.",
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aliases=['a'])
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ask_cmd_parser.set_defaults(func=ask_cmd)
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ask_cmd_parser.add_argument('-q', '--question', nargs='+', help='Question to ask',
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required=True)
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ask_cmd_parser.add_argument('-m', '--max-tokens', help='Max tokens to use', type=int)
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ask_cmd_parser.add_argument('-T', '--temperature', help='Temperature to use', type=float)
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ask_cmd_parser.add_argument('-M', '--model', help='Model to use')
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ask_cmd_parser.add_argument('-n', '--num-answers', help='Number of answers to produce', type=int,
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default=1)
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ask_cmd_parser.add_argument('-s', '--source', nargs='+', help='Source add content of a file to the query')
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ask_cmd_parser.add_argument('-S', '--source-code-only', help='Add pure source code to the chat history',
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action='store_true')
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# 'hist' command parser
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hist_cmd_parser = cmdparser.add_parser('hist', parents=[tag_parser],
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help="Print chat history.",
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@ -278,7 +196,7 @@ def create_parser() -> argparse.ArgumentParser:
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action='store_true')
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config_group.add_argument('-m', '--print-model', help="Print the currently configured model",
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action='store_true')
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config_group.add_argument('-M', '--model', help="Set model in the config file")
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config_group.add_argument('-c', '--create', help="Create config with default settings in the given file")
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# 'print' command parser
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print_cmd_parser = cmdparser.add_parser('print',
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@ -297,11 +215,12 @@ def main() -> int:
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parser = create_parser()
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args = parser.parse_args()
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command = parser.parse_args()
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config = Config.from_file(args.config)
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openai_api_key(config.openai.api_key)
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command.func(command, config)
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if command.func == config_cmd:
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command.func(command)
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else:
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config = Config.from_file(args.config)
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command.func(command, config)
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return 0
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