107 lines
4.6 KiB
Python
107 lines
4.6 KiB
Python
import io
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import os
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import re
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from PIL import Image as PILImage
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from config import Config
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from core.builtins import Bot, Plain, Image
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from core.component import module
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from core.dirty_check import check_bool, rickroll
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from core.exceptions import ConfigValueError
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from core.petal import count_petal
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from core.utils.cooldown import CoolDown
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os.environ['LANGCHAIN_TRACING_V2'] = str(Config('enable_langsmith'))
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if Config('enable_langsmith'):
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os.environ['LANGCHAIN_ENDPOINT'] = Config('langsmith_endpoint')
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os.environ['LANGCHAIN_PROJECT'] = Config('langsmith_project')
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os.environ['LANGCHAIN_API_KEY'] = Config('langsmith_api_key')
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from langchain.callbacks import get_openai_callback # noqa: E402
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from .agent import agent_executor # noqa: E402
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from .formatting import generate_latex, generate_code_snippet # noqa: E402
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a = module('ask', developers=['Dianliang233'], desc='{ask.help.desc}')
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@a.command('[--verbose] <question> {{ask.help}}')
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@a.regex(r'^(?:question||问|問)[\:：]\s?(.+?)[?？]$', flags=re.I, desc='{ask.help.regex}')
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async def _(msg: Bot.MessageSession):
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is_superuser = msg.check_super_user()
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if not Config('openai_api_key'):
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raise ConfigValueError(msg.locale.t('error.config.secret.not_found'))
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if not is_superuser and msg.data.petal <= 0: # refuse
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await msg.finish(msg.locale.t('core.message.petal.no_petals') + Config('issue_url'))
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qc = CoolDown('call_openai', msg)
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c = qc.check(60)
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if c == 0 or msg.target.target_from == 'TEST|Console' or is_superuser:
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if hasattr(msg, 'parsed_msg'):
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question = msg.parsed_msg['<question>']
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else:
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question = msg.matched_msg[0]
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if await check_bool(question):
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await msg.finish(rickroll(msg))
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with get_openai_callback() as cb:
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res = await agent_executor.arun(question)
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tokens = cb.total_tokens
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if not is_superuser:
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petal = await count_petal(tokens)
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msg.data.modify_petal(-petal)
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else:
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petal = 0
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blocks = parse_markdown(res)
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chain = []
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for block in blocks:
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if block['type'] == 'text':
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chain.append(Plain(block['content']))
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elif block['type'] == 'latex':
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content = await generate_latex(block['content'])
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try:
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img = PILImage.open(io.BytesIO(content))
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chain.append(Image(img))
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except Exception as e:
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chain.append(Plain(msg.locale.t('ask.message.text2img.error', text=content)))
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elif block['type'] == 'code':
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content = block['content']['code']
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try:
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chain.append(Image(PILImage.open(io.BytesIO(await generate_code_snippet(content,
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block['content']['language'])))))
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except Exception as e:
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chain.append(Plain(msg.locale.t('ask.message.text2img.error', text=content)))
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if await check_bool(res):
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await msg.finish(f"{rickroll(msg)}\n{msg.locale.t('petal.message.cost', count=petal)}")
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if petal != 0:
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chain.append(Plain(msg.locale.t('petal.message.cost', count=petal)))
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await msg.send_message(chain)
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if msg.target.target_from != 'TEST|Console' and not is_superuser:
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qc.reset()
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else:
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await msg.finish(msg.locale.t('message.cooldown', time=int(c), cd_time='60'))
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def parse_markdown(md: str):
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regex = r'(```[\s\S]*?\n```|\$[\s\S]*?\$|[^\n]+)'
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blocks = []
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for match in re.finditer(regex, md):
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content = match.group(1)
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print(content)
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if content.startswith('```'):
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block = 'code'
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try:
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language, code = re.match(r'```(.*)\n([\s\S]*?)\n```', content).groups()
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except AttributeError:
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raise ValueError('Code block is missing language or code')
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content = {'language': language, 'code': code}
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elif content.startswith('$'):
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block = 'latex'
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content = content[1:-1].strip()
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else:
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block = 'text'
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blocks.append({'type': block, 'content': content})
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return blocks
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