import requests

def get_search_results(query): # Function to fetch search results from Bing and Google headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3' }

# Bing search API
bing_url = 'https://api.bing.microsoft.com/v7.0/search'
bing_params = {
    'q': query,
    'count': 5  # Number of search results to fetch
}
bing_response = requests.get(bing_url, headers=headers, params=bing_params)
bing_results = bing_response.json()

# Google search API
google_url = 'https://www.googleapis.com/customsearch/v1'
google_params = {
    'key': 'YOUR_GOOGLE_API_KEY',  # Replace with your Google API key
    'cx': 'YOUR_CUSTOM_SEARCH_ENGINE_ID',  # Replace with your Custom Search Engine ID
    'q': query,
    'num': 5  # Number of search results to fetch
}
google_response = requests.get(google_url, headers=headers, params=google_params)
google_results = google_response.json()

return bing_results, google_results

def fact_check(question): # Function to fact check the GPT-4 answer gpt4_answer = gpt4_generate_answer(question) # Generate GPT-4 answer using your preferred method

bing_results, google_results = get_search_results(question)

# Compare GPT-4 answer with search results
relevant_answers = [result['snippet'] for result in bing_results['webPages']['value']] + [result['snippet'] for result in google_results['items']]

for answer in relevant_answers:
    # Perform comparison between GPT-4 answer and each relevant answer
    # You can use various techniques like fuzzy matching or NLP-based similarity
    # algorithms to determine the accuracy of the answer
    similarity_score = compute_similarity(gpt4_answer, answer)

    if similarity_score >= threshold:  # Replace 'threshold' with your desired similarity threshold
        return gpt4_answer, True  # GPT-4 answer is accurate

return gpt4_answer, False  # GPT-4 answer is inaccurate

def gpt4_generate_answer(question): # Function to generate GPT-4 answer # Implement your code to generate the answer using GPT-4

return generated_answer

Example usage

user_query = "What is the capital of France?" gpt4_answer, is_accurate = fact_check(user_query)

if is_accurate: print("GPT-4 Answer:", gpt4_answer) else: print("GPT-4 Answer is inaccurate. Please provide feedback.")