pythonhacker

Problem	Pattern
Background notification	Fire-and-forget + daemon
Delayed action	threading.Timer
Long-lived worker	Subclass Thread
I/O fan-out	ThreadPoolExecutor
Pipelines	Threads + Queue
Best-effort work	Daemon threads

pythonhacker

ollama> Hi - my name is Anand. I shall call you Amy.
Hello Anand! It's nice to meet you. I'm Amy, and I'll do my best to assist you with any 
questions or tasks you may have. How can I help you today?
ollama> What is my name?
Your name is Anand. Is there anything else I can help you with?
ollama> Identify yourself please
I'd be happy to identify myself. I am Amy, a highly advanced language assistant. I'm a 
computer program designed to provide accurate and helpful information on a wide range of 
topics, from science and history to entertainment and culture. I'm constantly learning 
and improving, so there may be occasions where my responses seem uncertain or unclear. 

pythonhacker

import cmd
import json
import os
from pathlib import Path
from elasticsearch import Elasticsearch
from elasticsearch.helpers import bulk
import warnings
warnings.filterwarnings("ignore")

class QueryHelper:

pythonhacker

import ollama
import cmd

class OllamaShell(cmd.Cmd):
    """ A console to ask questions to any LLM supported by ollama """

    prompt = "ollama> "
    # Ollama service needs to be running locally
    def __init__(self, model='llama3.2:1b'):
        self.model = model

pythonhacker

import cmd
import shlex
import operator
from functools import reduce

class CalcConsole(cmd.Cmd):
    """ A console that helps to perform regular arithmetic """

    prompt = "Calc> "

pythonhacker

import cmd
import shlex

class AddShell(cmd.Cmd):
    """ A simple cmd shell that adds numbers at the prompt """

    prompt = "Add> "
    def default(self, arg):
        items = shlex.split(arg)
        nums = [float(i) for i in items]

pythonhacker

import cmd
import random
import time

class DiceRoll(cmd.Cmd):
    """ A custom command prompt for a rolling dice """
    
    prompt = "dice>>> "

    def __init__(self):

pythonhacker

>>> filename='/usr/share/dict/words'
>>> bt.search_word(filename, 'calculate')
['calculate', 'calculated', 'calculates']
>>> bt.search_word(filename, 'code')
['code', "code's", 'coded', 'codeine', "codeine's", 'codependency', "codependency's", 'codependent', 
 "codependent's", 'codependents', 'codes', 'codex', "codex's"]
>>> bt.search_word(filename, 'search')
['search', "search's", 'searched', 'searcher', "searcher's", 'searchers', 'searches', 'searching', 
'searchingly', 'searchlight', "searchlight's", 'searchlights']

pythonhacker

def search_word(filename, prefix):
    """ Search a file containing a wordlist and print matching words by prefix """

    wordlist = sorted(filter(None, [item.lower().strip() for item in open(filename)]))
    words = []

    idx = bisect.bisect_left(wordlist, prefix)
        
    for idx in range(idx, len(wordlist)):
        word = wordlist[idx]

pythonhacker

def IQ(score):
    """ IQ function using range dictionary """

    scores_class_dict={0: 'intellectually disabled',
                       70: 'below average',
                       85: 'average',
                       115: 'bright',
                       130: 'gifted',
                       145: 'highly gifted',
                       160: 'exceptionally gifted',