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@iamarcel
Created February 11, 2023 12:57
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Basic GPT-3 + Bing Answering Machine
import os
import openai
import requests
from pprint import pprint
import dotenv
dotenv.load_dotenv()
openai_api_key = os.environ.get("OPENAI_API_KEY")
bing_search_api_key = os.environ['BING_SEARCH_V7_SUBSCRIPTION_KEY']
bing_search_endpoint = os.environ['BING_SEARCH_V7_ENDPOINT'] + \
"v7.0/search"
def search(query):
# Construct a request
mkt = 'en-US'
params = {'q': query, 'mkt': mkt}
headers = {'Ocp-Apim-Subscription-Key': bing_search_api_key}
# Call the API
try:
response = requests.get(bing_search_endpoint,
headers=headers, params=params)
response.raise_for_status()
json = response.json()
return json["webPages"]["value"]
# print("\nJSON Response:\n")
# pprint(response.json())
except Exception as ex:
raise ex
# Prompt the user for a question
question = input("What is your question? ")
# Send a query to the Bing search engine and retrieve the results
results = search(question)
results_prompts = [
f"Source:\nTitle: {result['name']}\nURL: {result['url']}\nContent: {result['snippet']}" for result in results
]
prompt = "Use the following sources to answer the question:\n\n" + \
"\n\n".join(results_prompts) + "\n\nQuestion: " + question + "\n\nAnswer:"
print(prompt)
# Check if there are any results
if results:
# Use OpenAI's GPT-3 API to answer the question
openai.api_key = openai_api_key
response = openai.Completion.create(
engine="text-davinci-003",
prompt=prompt,
max_tokens=1024,
n=1,
stop=None,
temperature=0.7,
)
# Print the answer from OpenAI
answer = response["choices"][0]["text"].strip()
print(f"Answer: {answer}")
else:
# Print an error message if there are no results
print("Error: No results found for the given query.")
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