ファイル
nizika_ai_service/queries_to_answers.py
T
2026-10-25 18:11:12 +09:00

160 行
4.0 KiB
Python

"""
DB の queries テーブルにたまってゐるクエリを AI に処理させ answers テーブルに流す.
"""
from __future__ import annotations
import random
from datetime import datetime
from typing import TypedDict
from nizika_ai.config import DB
from nizika_ai.consts import Character, Platform, QueryType
from nizika_ai.models import Answer, AnsweredFlag, Query
from nizika_ai.talk import Talk
def main (
) -> None:
"""
メーン処理
"""
queries: list[Query] = Query.where ('answered', False).get ()
if not queries:
return
query: Query = random.choice (queries)
DB.begin_transaction ()
try:
user_name = query.user.name if query.user_id else None
histories: list[History] = []
for history in query.answer_histories:
if history.query is not None:
histories.append ({ 'role': 'user', 'content': history.query.content })
histories.append ({ 'role': 'assistant', 'content': history.content })
for character in [Character.DEERJIKA, Character.GOATOH]:
if query.target_character & character.value:
add_answer (query, character, user_name, histories)
query.answered = True
query.save ()
DB.commit ()
except Exception:
DB.rollback ()
raise
def add_answer (
query: Query,
character: Character,
user_name: str | None,
histories: list[History],
) -> None:
"""
AI の返答を DB に積む.
Parameters
----------
query: Query
クエリ
character: Character
返答するキャラクタ
user_name: str | None
クエリの主
histories: list[History]
履歴
"""
message: str | list[dict[str, str | dict[str, str]]]
if query.image_url:
message = [{ 'type': 'text', 'text': query.content },
{ 'type': 'image_url', 'image_url': { 'url': query.image_url } }]
else:
message = query.content
answer = Answer ()
answer.query_id = query.id
answer.character = character.value
answer.content = Talk.main (message, user_name, histories,
goatoh_mode = character == Character.GOATOH)
answer.sent_at = datetime.now ()
answer.answer_type = query.query_type
answer.save ()
add_answered_flags (answer)
def add_answered_flags (
answer: Answer,
) -> None:
"""
返答済フラグを付与する.
Parameters
----------
answer: Answer
返答モデル
"""
answer_type: QueryType
try:
answer_type = QueryType (answer.query_rel.query_type)
except (TypeError, ValueError):
return
if answer_type in (QueryType.YOUTUBE_COMMENT,
QueryType.YOUTUBE_SYSTEM,
QueryType.KIRIBAN,
QueryType.NICO_REPORT,
QueryType.SNACK_TIME,
QueryType.HOT_SPRING):
add_answered_flag (answer, Platform.YOUTUBE)
if answer_type in (QueryType.BLUESKY_COMMENT,
QueryType.BLUESKY_SYSTEM,
QueryType.KIRIBAN,
QueryType.NICO_REPORT,
QueryType.SNACK_TIME,
QueryType.HOT_SPRING):
add_answered_flag (answer, Platform.BLUESKY)
def add_answered_flag (
answer: Answer,
platform: Platform,
) -> None:
"""
返答済フラグを付与する.
Parameters
----------
answer: Answer
返答モデル
platform: Platform
プラットフォーム
"""
answered_flag = AnsweredFlag ()
answered_flag.answer_id = answer.id
answered_flag.platform = platform.value
answered_flag.answered = False
answered_flag.save ()
class History (TypedDict):
"""
会話履歴の 1 要素;ユーザや AI の発話を簡易に保持する型
"""
role: str
content: str
if __name__ == '__main__':
main ()