python怎么把超限长文本通过api发给chatgpt3.5去合并处理?
python怎么把超限长文本通过api发给chatgpt3.5去合并处理? 要将超过ChatGPT 3.5模型限制的长文本发送到API进行处理,您需要按照API的要求对文本进行分割,并通过多个请求来逐段发送。以下是一种实现方法:首先,确定ChatGPT 3.5模型对文本长度的限制。假设限制是2048个字符。
然后,将超长文本分割成小段,每段都不超过2048个字符。可以使用句号、换行符等作为分割标志,确保分割段落时不会影响语义完整性。
接下来,准备发送API请求的代码。您可以使用Python中的`requests`库来发送HTTP请求。确保您已经获得了API的授权密钥和相关信息。
下面是一个示例代码:
import requests
def send_to_chatgpt3(text):
url = "API的URL"
headers = {"Authorization": "密钥信息"}
response = requests.post(url, headers=headers, json={"text": text})
result = response.json()
return result
def merge_text(long_text):
segments = []
current_segment = ""
for sentence in long_text.split("."):
if len(current_segment + sentence) > 2048:
segments.append(current_segment.strip())
current_segment = ""
current_segment += sentence + ". "
if current_segment:
segments.append(current_segment.strip())
merged_result = ""
for segment in segments:
response = send_to_chatgpt3(segment)
merged_result += response["result"]
return merged_result
在上述示例中,`send_to_chatgpt3()`函数负责发送单个文本段落给ChatGPT 3.5的API,并返回处理结果。`merge_text()`函数将长文本分割成可接受的短段落,并依次发送,最后将处理结果合并返回。
请记住,由于ChatGPT 3.5的API调用可能会产生费用,您需要在使用之前了解并遵守API提供商的收费政策。
以上回复来自 FishC AI 小助理,如未能正确解答您的问题,请继续追问。 能把超长文本功能合并到这个代码里吗?
from openai import OpenAI
client = OpenAI(
base_url = 'https://api.chatany.tech/v1',
api_key = "sk-loHrzSP2KEPOWUVFE5KeARwjTpSbSzKguMQYjIxFZ2xv" # 设置你的 API 密钥
)
def chat(question):
response = client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": question}
]
)
reply = response.choices.message.content
return reply
question = """请给下面的文本加上标点:
hey thank you so much for clicking on this video my name is Olivia and I'm a gender affirming voice teacher if you're working on voice training ]
"""
reply = chat(question)
print("你:", question)
print("GPT:", reply) blackantt 发表于 2024-04-16 15:49
能把超长文本功能合并到这个代码里吗?
from openai...
当然可以将超长文本的功能合并到您提供的代码中。请注意,您提供的代码使用了CHAT API的另一个库,而非requests库。因此,您需要根据OpenAI库的文档,找到相应的方法来发送多个请求以处理超长文本。以下是将超长文本功能合并到代码中的示例:
from openai import OpenAI
client = OpenAI(
base_url='https://api.chatany.tech/v1',
api_key="sk-loHrzSP2KEPOWUVFE5KeARwjTpSbSzKguMQYjIxFZ2xv"# 设置你的 API 密钥
)
def send_to_chatgpt3(text):
response = client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[{"role": "system", "content": "You:"}, {"role": "user", "content": text}]
)
reply = response.choices.message.content
return reply
def merge_text(long_text):
segments = []
current_segment = ""
for sentence in long_text.split("."):
if len(current_segment + sentence) > 2048:
segments.append(current_segment.strip())
current_segment = ""
current_segment += sentence + ". "
if current_segment:
segments.append(current_segment.strip())
merged_result = ""
for segment in segments:
response = send_to_chatgpt3(segment)
merged_result += response
return merged_result
question = """请给下面的文本加上标点:hey thank you so much for clicking on this video my name is Olivia and I'm a gender affirming voice teacher if you're working on voice training"""
reply = merge_text(question)
print("你:", question)
print("GPT:", reply)
在上述示例中,`send_to_chatgpt3()`函数负责调用库的CHAT API发送单个文本段落给ChatGPT 3.5模型,并返回处理结果。`merge_text()`函数用于将超长文本分割为可接受的短段落,并依次发送处理,并将最终结果合并返回。
请确保您已正确导入所需的库,并且已正确配置API密钥和URL。
以上回复来自 FishC AI 小助理,如未能正确解答您的问题,请继续追问。
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