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from __future__ import annotations
import json, random, requests, threading
from aiohttp import ClientSession
from ..typing import CreateResult, Messages
from .base_provider import AbstractProvider
from .helper import format_prompt
class Cohere(AbstractProvider):
url = "https://cohereforai-c4ai-command-r-plus.hf.space"
working = True
supports_gpt_35_turbo = False
supports_gpt_4 = False
supports_stream = True
@staticmethod
def create_completion(
model: str,
messages: Messages,
stream: bool,
proxy: str = None,
max_retries: int = 6,
**kwargs
) -> CreateResult:
prompt = format_prompt(messages)
headers = {
'accept': 'text/event-stream',
'accept-language': 'en,fr-FR;q=0.9,fr;q=0.8,es-ES;q=0.7,es;q=0.6,en-US;q=0.5,am;q=0.4,de;q=0.3',
'cache-control': 'no-cache',
'pragma': 'no-cache',
'referer': 'https://cohereforai-c4ai-command-r-plus.hf.space/?__theme=light',
'sec-ch-ua': '"Google Chrome";v="123", "Not:A-Brand";v="8", "Chromium";v="123"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"macOS"',
'sec-fetch-dest': 'empty',
'sec-fetch-mode': 'cors',
'sec-fetch-site': 'same-origin',
'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36',
}
session_hash = ''.join(random.choices("abcdefghijklmnopqrstuvwxyz0123456789", k=11))
params = {
'fn_index': '1',
'session_hash': session_hash,
}
response = requests.get(
'https://cohereforai-c4ai-command-r-plus.hf.space/queue/join',
params=params,
headers=headers,
stream=True
)
completion = ''
for line in response.iter_lines():
if line:
json_data = json.loads(line[6:])
if b"send_data" in (line):
event_id = json_data["event_id"]
threading.Thread(target=send_data, args=[session_hash, event_id, prompt]).start()
if b"process_generating" in line or b"process_completed" in line:
token = (json_data['output']['data'][0][0][1])
yield (token.replace(completion, ""))
completion = token
def send_data(session_hash, event_id, prompt):
headers = {
'accept': '*/*',
'accept-language': 'en,fr-FR;q=0.9,fr;q=0.8,es-ES;q=0.7,es;q=0.6,en-US;q=0.5,am;q=0.4,de;q=0.3',
'cache-control': 'no-cache',
'content-type': 'application/json',
'origin': 'https://cohereforai-c4ai-command-r-plus.hf.space',
'pragma': 'no-cache',
'referer': 'https://cohereforai-c4ai-command-r-plus.hf.space/?__theme=light',
'sec-ch-ua': '"Google Chrome";v="123", "Not:A-Brand";v="8", "Chromium";v="123"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"macOS"',
'sec-fetch-dest': 'empty',
'sec-fetch-mode': 'cors',
'sec-fetch-site': 'same-origin',
'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36',
}
json_data = {
'data': [
prompt,
'',
[],
],
'event_data': None,
'fn_index': 1,
'session_hash': session_hash,
'event_id': event_id
}
requests.post('https://cohereforai-c4ai-command-r-plus.hf.space/queue/data',
json = json_data, headers=headers)
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