GTimothee

"""
pip install lightrag-hku
"""

import os
import asyncio
import numpy as np
from tqdm import tqdm
from lightrag import LightRAG, QueryParam
from lightrag.llm.openai import gpt_4o_mini_complete, gpt_4o_complete, openai_embed, openai_complete_if_cache

GTimothee

GTimothee

import streamlit as st
from streamlit_feedback import streamlit_feedback
import logging 
import uuid

logging.basicConfig(level=logging.INFO)

def reset_key():
    st.session_state['ss_key'] = str(uuid.uuid4())

GTimothee

import streamlit as st

if 'messages' not in st.session_state:
    st.session_state['messages'] = [{
        'role': 'assistant', 'content': "Do you have a question for me ?"
    }]


with st.container(height=500):

GTimothee

def is_prime_number(x):
        ''' Function to know if x is a prime number.
        '''
        for i in range(floor(sqrt(x))):
            if x % i == 0:
                return False
        return True
        
def sieve_of_eratosthenes(start, end):
        ''' Brute force method to compute primes.

GTimothee

pillow : img.show()

opencv:

cv2.namedWindow('image', cv2.WINDOW_NORMAL)
cv2.imshow('image',croppedImg)
cv2.waitKey(0)
cv2.destroyAllWindows()

GTimothee

https://www.digitalocean.com/community/tutorials/how-to-handle-plain-text-files-in-python-3

#from list of tuples
class Person(object):
    def __init__(self, name, profession):
        self.name = name
        self.profession = profession
 
people = [Person("Nick", "Programmer"), Person("Alice","Engineer")]
professions = dict([ (p.name, p.profession) for p in people ])

GTimothee

def drawMask(width, height, coordinatesList):
    mask = np.zeros((height,width,3), np.uint8)
    color = (255,255,255)
    for coordinates in coordinatesList:
        cv2.fillConvexPoly(mask, np.array(coordinates, 'int32'), color)
    return mask

GTimothee

from lxml import etree

def getSifts(xmlFilePath):
    doc = etree.parse(xmlFilePath)
    pags = doc.xpath('//PAG')
    pag = pags[0]
    sifts = pag.xpath('SIFTMATCHER')
    return sifts
  
for sift in sifts :

GTimothee

pour faire un clean d'un .sh édité avec un éditeur de texte standard (different de vi)

tr -d '\r' < export.sh > export_clean.sh