The instructions for the coding test are as follows:"

Votee would like to conduct the coding test in a recorded live session. The idea is to connect to an API that plays a Wordle-like puzzle. You can find the API documentation at the following link: https://wordle.votee.dev:8000/redoc

Developers are allowed to use any frameworks, IDEs, chatbots, LLMs, or other resources to write their program and showcase their skill set. However, if you take references from other open-source projects or tutorials, please ensure that proper credit is given. Plagiarism will not be tolerated, and it may affect the evaluation of your application.

Your task is to write a program that automatically guesses random words against the API, using the following command as an example: curl -v ‘https://wordle.votee.dev:8000/random?guess=theft&seed=1234'"
If I run curl -v ‘https://wordle.votee.dev:8000/random?guess=theft&seed=1234 in the terminal, the output:
StatusCode        : 200
StatusDescription : OK
Content           : [{"slot":0,"guess":"t","result":"correct"},{"slot":1,"guess":"h","result":"correct"},{"slot":2,"guess":"e","result":"correct"}, 
                    {"slot":3,"guess":"f","result":"correct"},{"slot":4,"guess":"t","result":...
RawContent        : HTTP/1.1 200 OK
                    Content-Length: 211
                    Content-Type: application/json
                    Date: Sun, 26 May 2024 08:27:33 GMT
                    Server: uvicorn

                    [{"slot":0,"guess":"t","result":"correct"},{"slot":1,"guess":"h","result":...
Forms             : {}
Headers           : {[Content-Length, 211], [Content-Type, application/json], [Date, Sun, 26 May 2024 08:27:33 GMT], [Server, uvicorn]}
Images            : {}
InputFields       : {}
Links             : {}
ParsedHtml        : mshtml.HTMLDocumentClass
RawContentLength  : 211

My Python program that guess the words:
"
import random
import requests
import json
from collections import Counter

# Load the word list
with open("C:/Users/a/Desktop/valid-wordle-words.txt", 'r') as file:
    word_list = [line.strip() for line in file.readlines()]

# API base URL
base_url = 'https://wordle.votee.dev:8000/random'


# Function to make a guess
def make_guess(guess, seed):
    response = requests.get(f"{base_url}?guess={guess}&seed={seed}")
    if response.status_code == 200:
        return response.json()
    else:
        print("Failed to make a guess.")
        return None


# Function to filter the word list based on feedback
def filter_word_list(word_list, feedback):
    new_word_list = word_list[:]
    for feedback_item in feedback:
        slot = feedback_item['slot']
        guess = feedback_item['guess']
        result = feedback_item['result']

        if result == 'correct':
            new_word_list = [word for word in new_word_list if word[slot] == guess]
        elif result == 'present':
            new_word_list = [word for word in new_word_list if guess in word and word[slot] != guess]
        elif result == 'absent':
            new_word_list = [word for word in new_word_list if guess not in word]
    return new_word_list


# Function to choose the initial guess based on letter frequency and no repeats
def choose_initial_guess(word_list):
    # Combine all words into a single string to count letter frequency
    all_letters = ''.join(word_list)
    letter_freq = Counter(all_letters)

    # Sort words by the sum of their letter frequencies
    words_sorted_by_freq = sorted(word_list, key=lambda word: sum(letter_freq[char] for char in set(word)),
                                  reverse=True)

    # Choose the first word that has no repeating letters
    for word in words_sorted_by_freq:
        if len(set(word)) == len(word):
            return word

    # As a fallback, return the first word in the original list
    return word_list[0]


# Function to solve the puzzle
def solve_puzzle(seed):
    attempts = 0
    current_word_list = word_list
    print(f"Words remaining in the list: {len(current_word_list)}")
    initial_guess = choose_initial_guess(current_word_list)

    while attempts < 6:
        if attempts == 0:
            guess = initial_guess
        else:
            guess = current_word_list[0]  # Choose the first word in the filtered list

        print(f"Attempt {attempts + 1}: Guessing '{guess}'...")

        # Make the guess by calling the API
        feedback = make_guess(guess, seed)

        # Check if the API call was successful and we received feedback
        if feedback:
            # Print the feedback for the current guess
            print(f"Feedback: {json.dumps(feedback, indent=2)}")

            # Check if all letters are correct
            if all(item['result'] == 'correct' for item in feedback):
                print(f"Solved with guess: {guess}")
                return guess

            # Filter the word list based on the feedback
            current_word_list = filter_word_list(current_word_list, feedback)
            print(f"Words remaining in the list: {len(current_word_list)}")

        else:
            print("Error: No feedback received. Exiting.")
            return None

        attempts += 1

    print("Failed to solve the puzzle within 6 attempts.")
    return None


# Example usage
seed = random.randint(0, 1000)  # This should be dynamic or user input in a real scenario
solve_puzzle(seed)
"
Can you make the filtering algorithm better by keep tracking of two lists of words. One is going to be the answer space, which contains the potential remaining words after it’s been filtered with each guess. There’s going to be a second word list, which is every single word in the dictionary that never gets filtered.
What we’re going to do is build our letter frequencies to determine which words we should favor and try to pick. That’ll be our answer space, which continues to get filtered. But the guess we’re going to make is from all words, so we’re going to pick a word that can get us more of these letters at a single time and not even worry about letters we’ve already picked. The whole goal is to filter the answer space down to a single word and then finally guess it.