PttCodingMan

Markdown 知識庫 Chat Bot 開發規範

適用規模：檔案數十至數百個、單檔 500–2000 字（合計約 0.1–1 MB）。 主變數是檔案數，不是總 MB —— manifest 隨檔案數線性成長，單檔大小則由 §2.1 的字數上限管住。

架構決策：Agentic Retrieval，manifest 優先。不使用向量資料庫，不做執行時 chunking。 檔案系統即索引，front matter 即 metadata，模型自行決定讀什麼。

---

PttCodingMan

[
    {
        "word": "FALSE",
        "definition": "j. (形容詞) 錯誤的",
        "sentence": "Choose whether the statement is true or false.",
        "translation": "選擇這個陳述是真是假。"
    },
    {
        "word": "TRUE",
        "definition": "j. (形容詞) 真的；真實的",

PttCodingMan

_script_path = os.path.dirname(os.path.abspath(__file__))

PttCodingMan

import multiprocessing
import threading
import time


class ServerConsole:
    def __init__(self):
        self.msg_queue = multiprocessing.Queue()

        self.console_process = threading.Thread(target=self.console, args=(self.msg_queue,))

PttCodingMan

import bisect
from typing import List


def reversePairs(nums: List[int]) -> int:
    q = []
    res = 0
    for v in nums:
        i = bisect.bisect_left(q, -v)
        res += i

PttCodingMan

module = None
try:
    if module is None:
        module = importlib.import_module(f'module_folder.module')
    else:
        module = importlib.reload(module)
except Exception as e:
    raise e

PttCodingMan

import datetime
import os
import time
from argparse import ArgumentParser
from typing import List


def send_server_command(command) -> None:
    os.system(f'screen -S rock-server -p 0 -X eval \'stuff "{command}"\\015\'')

PttCodingMan

name: deploy-blog

on:
  schedule:
    - cron: '22 22 * * *'
  push:
    branches:
      - publish
    paths:
      - 'source/**/*.md'

PttCodingMan

import logging
import re
from queue import PriorityQueue

from sentence_transformers import SentenceTransformer, util
from sklearn.metrics.pairwise import cosine_similarity

from post_walker import post_walker

logging.basicConfig(

PttCodingMan

import logging
import threading
import time
import subprocess
import platform


def ping_ip(ip_address, results):
    """
    檢查 IP 是否可連線，如果可連線則將結果寫入 results 變數中。