Python和Haskell联合开发一个聊天机器人
发布时间:2023-12-09 08:53:22
Python和Haskell是两种不同的编程语言,可以在联合开发中实现聊天机器人。下面是一个使用Python和Haskell开发的聊天机器人的示例,以展示如何使用这两种语言合作开发。
Python部分:
import requests
def get_response(message):
url = 'https://api.openai.com/v1/engines/davinci-codex/completions'
headers = {
'Authorization': 'Bearer YOUR_OPENAI_API_KEY',
'Content-Type': 'application/json'
}
data = {
'prompt': message,
'max_tokens': 50
}
response = requests.post(url, headers=headers, json=data)
result = response.json()
return result['choices'][0]['text']
while True:
message = input('You: ')
response = get_response(message)
print('ChatBot:', response)
Haskell部分:
import Data.Aeson (Value, eitherDecode, decode)
import Network.HTTP.Simple (httpJSON, parseRequest, setRequestBodyJSON, setRequestHeader)
import Data.ByteString.Lazy.Char8 (pack)
getResponse :: String -> IO (Maybe String)
getResponse message = do
request <- parseRequest "POST https://api.openai.com/v1/engines/davinci-codex/completions"
let headers = [("Authorization", "Bearer YOUR_OPENAI_API_KEY"), ("Content-Type", "application/json")]
body = "{\"prompt\": \"" ++ message ++ "\", \"max_tokens\": 50}"
requestWithHeaders = setRequestBodyJSON (eitherDecode (pack body) :: Either String Value) $ setRequestHeader headers request
response <- httpJSON requestWithHeaders
let result = getResponseText $ responseBody response
return result
getResponseText :: JsonResponse -> Maybe String
getResponseText response =
case eitherDecode response :: Either String Response of
Left _ -> Nothing
Right res -> Just (getText res)
data JsonResponse = JsonResponse {
responseData :: Response
}
instance FromJSON JsonResponse where
parseJSON = withObject "Response" $ \v -> JsonResponse <$> v .: "choices"
data Response = Response {
responseText :: String
}
instance FromJSON Response where
parseJSON = withObject "Message" $ \v -> Response <$> v .: "text"
getText :: Response -> String
getText (Response response) = response
main :: IO ()
main = do
putStrLn "ChatBot: Hello! How can I help you?"
loop
loop :: IO ()
loop = do
putStr "You: "
message <- getLine
response <- getResponse message
case response of
Just text -> do
putStrLn $ "ChatBot: " ++ text
loop
Nothing -> do
putStrLn "An error occurred. Please try again."
loop
以上代码分别展示了Python和Haskell两种编程语言的聊天机器人实现方式。两种语言都使用了OpenAI的API来生成机器人的回复。你可以使用自己的OpenAI API密钥替换代码中的YOUR_OPENAI_API_KEY。
在聊天机器人的主循环中,用户输入一条消息,然后通过API调用发送到OpenAI服务器以获取机器人的回复。Python部分使用requests库来发送HTTP请求,而Haskell部分使用了http-simple库。在得到机器人的回复后,回复消息将被打印到控制台。
