248 lines
10 KiB
Python
Executable File
248 lines
10 KiB
Python
Executable File
#!/usr/bin/env python
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# -*- coding: utf-8 -*-
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# vim: set fileencoding=utf-8 :
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import yaml
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import sys
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import argcomplete
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import argparse
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import pathlib
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from .utils import terminal_width, print_tag_args, print_chat_hist, display_source_code, ChatType
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from .storage import save_answers, create_chat_hist, get_tags_unique, read_file, dump_data
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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 .chat import ChatDB
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from .message import MessageFilter
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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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with open(parsed_args.config, 'r') as f:
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config = yaml.load(f, Loader=yaml.FullLoader)
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return get_tags_unique(config, 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.tags or []
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etags = args.etags 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, etags, 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, etags, config,
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match_all_tags=True if args.atags 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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"""
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chat = ChatDB.from_dir(cache_path=pathlib.Path('.'),
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db_path=pathlib.Path(config.db))
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if args.list:
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tags_freq = chat.tags_frequency(args.prefix, args.contain)
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for tag, freq in tags_freq.items():
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print(f"- {tag}: {freq}")
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def config_cmd(args: argparse.Namespace, config: Config) -> 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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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.number)
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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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"""
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mfilter = MessageFilter(tags_or=args.tags,
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tags_and=args.atags,
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tags_not=args.etags)
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chat = ChatDB.from_dir(pathlib.Path('.'),
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pathlib.Path(config.db),
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mfilter=mfilter)
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chat.print(args.source_code_only,
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args.with_tags,
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args.with_files)
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def print_cmd(args: argparse.Namespace, config: Config) -> None:
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"""
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Handler for the 'print' command.
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"""
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fname = pathlib.Path(args.file)
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if fname.suffix == '.yaml':
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with open(args.file, 'r') as f:
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data = yaml.load(f, Loader=yaml.FullLoader)
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elif fname.suffix == '.txt':
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data = read_file(fname)
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else:
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print(f"Unknown file type: {args.file}")
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sys.exit(1)
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if args.source_code_only:
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display_source_code(data['answer'])
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else:
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print(dump_data(data).strip())
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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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# subcommand-parser
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cmdparser = parser.add_subparsers(dest='command',
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title='commands',
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description='supported commands',
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required=True)
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# a parent parser for all commands that support tag selection
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tag_parser = argparse.ArgumentParser(add_help=False)
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tag_arg = tag_parser.add_argument('-t', '--tags', nargs='+',
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help='List of tag names (one must match)', metavar='TAGS')
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tag_arg.completer = tags_completer # type: ignore
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atag_arg = tag_parser.add_argument('-a', '--atags', nargs='+',
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help='List of tag names (all must match)', metavar='TAGS')
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atag_arg.completer = tags_completer # type: ignore
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etag_arg = tag_parser.add_argument('-e', '--etags', nargs='+',
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help='List of tag names to exclude', metavar='ETAGS')
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etag_arg.completer = tags_completer # type: ignore
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otag_arg = tag_parser.add_argument('-o', '--output-tags', nargs='+',
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help='List of output tag names, default is input', metavar='OTAGS')
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otag_arg.completer = tags_completer # type: ignore
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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', '--number', 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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aliases=['h'])
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hist_cmd_parser.set_defaults(func=hist_cmd)
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hist_cmd_parser.add_argument('-w', '--with-tags', help="Print chat history with tags.",
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action='store_true')
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hist_cmd_parser.add_argument('-W', '--with-files', help="Print chat history with filenames.",
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action='store_true')
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hist_cmd_parser.add_argument('-S', '--source-code-only', help='Print only source code',
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action='store_true')
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# 'tags' command parser
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tags_cmd_parser = cmdparser.add_parser('tags',
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help="Manage tags.",
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aliases=['t'])
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tags_cmd_parser.set_defaults(func=tags_cmd)
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tags_group = tags_cmd_parser.add_mutually_exclusive_group(required=True)
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tags_group.add_argument('-l', '--list', help="List all tags and their frequency",
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action='store_true')
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tags_cmd_parser.add_argument('-p', '--prefix', help="Filter tags by prefix")
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tags_cmd_parser.add_argument('-c', '--contain', help="Filter tags by contained substring")
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# 'config' command parser
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config_cmd_parser = cmdparser.add_parser('config',
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help="Manage configuration",
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aliases=['c'])
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config_cmd_parser.set_defaults(func=config_cmd)
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config_group = config_cmd_parser.add_mutually_exclusive_group(required=True)
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config_group.add_argument('-l', '--list-models', help="List all available models",
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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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# 'print' command parser
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print_cmd_parser = cmdparser.add_parser('print',
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help="Print files.",
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aliases=['p'])
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print_cmd_parser.set_defaults(func=print_cmd)
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print_cmd_parser.add_argument('-f', '--file', help='File to print', required=True)
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print_cmd_parser.add_argument('-S', '--source-code-only', help='Print only source code',
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action='store_true')
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argcomplete.autocomplete(parser)
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return parser
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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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return 0
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if __name__ == '__main__':
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sys.exit(main())
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