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Runtime error
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5493c06
1
Parent(s):
df54e0f
Upload 3 files
Browse files- utils/openllmapi/api.py +508 -0
- utils/openllmapi/exceptions.py +52 -0
- utils/openllmapi/login.py +183 -0
utils/openllmapi/api.py
ADDED
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@@ -0,0 +1,508 @@
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| 1 |
+
from requests import Session
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| 2 |
+
import requests
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| 3 |
+
import json
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| 4 |
+
import os
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| 5 |
+
import uuid
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| 6 |
+
import logging
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| 7 |
+
import re
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| 8 |
+
import getpass
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| 9 |
+
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| 10 |
+
from .exceptions import *
|
| 11 |
+
|
| 12 |
+
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| 13 |
+
class ChatBot:
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| 14 |
+
cookies: dict
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| 15 |
+
"""Cookies for authentication"""
|
| 16 |
+
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| 17 |
+
session: Session
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| 18 |
+
"""HuggingChat session"""
|
| 19 |
+
|
| 20 |
+
def __init__(self, cookies: dict = None, cookie_path: str = "") -> None:
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| 21 |
+
if cookies is None and cookie_path == "":
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| 22 |
+
raise ChatBotInitError(
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| 23 |
+
"Authentication is required now, but no cookies provided. See tutorial at https://github.com/Soulter/hugging-chat-api"
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| 24 |
+
)
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| 25 |
+
elif cookies is not None and cookie_path != "":
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| 26 |
+
raise ChatBotInitError("Both cookies and cookie_path provided")
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| 27 |
+
|
| 28 |
+
if cookies is None and cookie_path != "":
|
| 29 |
+
# read cookies from path
|
| 30 |
+
if not os.path.exists(cookie_path):
|
| 31 |
+
raise ChatBotInitError(
|
| 32 |
+
f"Cookie file {cookie_path} not found. Note: The file must be in JSON format and must contain a list of cookies. See more at https://github.com/Soulter/hugging-chat-api"
|
| 33 |
+
)
|
| 34 |
+
with open(cookie_path, "r") as f:
|
| 35 |
+
cookies = json.load(f)
|
| 36 |
+
|
| 37 |
+
# convert cookies to KV format
|
| 38 |
+
if isinstance(cookies, list):
|
| 39 |
+
cookies = {cookie["name"]: cookie["value"] for cookie in cookies}
|
| 40 |
+
|
| 41 |
+
self.cookies = cookies
|
| 42 |
+
|
| 43 |
+
self.hf_base_url = "https://huggingface.co"
|
| 44 |
+
self.json_header = {"Content-Type": "application/json"}
|
| 45 |
+
self.session = self.get_hc_session()
|
| 46 |
+
self.conversation_id_list = []
|
| 47 |
+
self.__not_summarize_cids = []
|
| 48 |
+
self.active_model = "meta-llama/Llama-2-70b-chat-hf"
|
| 49 |
+
self.accepted_welcome_modal = (
|
| 50 |
+
False # Only when accepted, it can create a new conversation.
|
| 51 |
+
)
|
| 52 |
+
self.current_conversation = self.new_conversation()
|
| 53 |
+
|
| 54 |
+
def get_hc_session(self) -> Session:
|
| 55 |
+
session = Session()
|
| 56 |
+
# set cookies
|
| 57 |
+
session.cookies.update(self.cookies)
|
| 58 |
+
session.get(self.hf_base_url + "/chat")
|
| 59 |
+
return session
|
| 60 |
+
|
| 61 |
+
def get_headers(self, ref=True, ref_cid=None) -> dict:
|
| 62 |
+
_h = {
|
| 63 |
+
"Accept": "*/*",
|
| 64 |
+
"Connection": "keep-alive",
|
| 65 |
+
"Host": "huggingface.co",
|
| 66 |
+
"Origin": "https://huggingface.co",
|
| 67 |
+
"Sec-Fetch-Site": "same-origin",
|
| 68 |
+
"Content-Type": "application/json",
|
| 69 |
+
"Sec-Ch-Ua-Platform": "Windows",
|
| 70 |
+
"Sec-Ch-Ua": 'Chromium";v="116", "Not)A;Brand";v="24", "Microsoft Edge";v="116',
|
| 71 |
+
"Sec-Ch-Ua-Mobile": "?0",
|
| 72 |
+
"Sec-Fetch-Mode": "cors",
|
| 73 |
+
"Sec-Fetch-Dest": "empty",
|
| 74 |
+
"Accept-Encoding": "gzip, deflate, br",
|
| 75 |
+
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/112.0.0.0 Safari/537.36",
|
| 76 |
+
}
|
| 77 |
+
if ref:
|
| 78 |
+
if ref_cid is None:
|
| 79 |
+
ref_cid = self.current_conversation
|
| 80 |
+
_h["Referer"] = f"https://huggingface.co/chat/conversation/{ref_cid}"
|
| 81 |
+
return _h
|
| 82 |
+
|
| 83 |
+
def get_cookies(self) -> dict:
|
| 84 |
+
return self.session.cookies.get_dict()
|
| 85 |
+
|
| 86 |
+
# NOTE: To create a copy when calling this, call it inside of list().
|
| 87 |
+
# If not, when updating or altering the values in the variable will
|
| 88 |
+
# also be applied to this class's variable.
|
| 89 |
+
# This behaviour is with any function returning self.<var_name>. It
|
| 90 |
+
# acts as a pointer to the data in the object.
|
| 91 |
+
#
|
| 92 |
+
# Returns a pointer to this objects list that contains id of conversations.
|
| 93 |
+
def get_conversation_list(self) -> list:
|
| 94 |
+
return list(self.conversation_id_list)
|
| 95 |
+
|
| 96 |
+
def accept_ethics_modal(self):
|
| 97 |
+
"""
|
| 98 |
+
[Deprecated Method]
|
| 99 |
+
"""
|
| 100 |
+
response = self.session.post(
|
| 101 |
+
self.hf_base_url + "/chat/settings",
|
| 102 |
+
headers=self.get_headers(ref=False),
|
| 103 |
+
cookies=self.get_cookies(),
|
| 104 |
+
allow_redirects=True,
|
| 105 |
+
data={
|
| 106 |
+
"ethicsModalAccepted": "true",
|
| 107 |
+
"shareConversationsWithModelAuthors": "true",
|
| 108 |
+
"ethicsModalAcceptedAt": "",
|
| 109 |
+
"activeModel": str(self.active_model),
|
| 110 |
+
},
|
| 111 |
+
)
|
| 112 |
+
|
| 113 |
+
if response.status_code != 200:
|
| 114 |
+
raise Exception(
|
| 115 |
+
f"Failed to accept ethics modal with status code {response.status_code}. {response.content.decode()}"
|
| 116 |
+
)
|
| 117 |
+
|
| 118 |
+
return True
|
| 119 |
+
|
| 120 |
+
def new_conversation(self) -> str:
|
| 121 |
+
"""
|
| 122 |
+
Create a new conversation. Return the new conversation id. You should change the conversation by calling change_conversation() after calling this method.
|
| 123 |
+
"""
|
| 124 |
+
err_count = 0
|
| 125 |
+
|
| 126 |
+
# Accept the welcome modal when init.
|
| 127 |
+
# 17/5/2023: This is not required anymore.
|
| 128 |
+
# if not self.accepted_welcome_modal:
|
| 129 |
+
# self.accept_ethics_modal()
|
| 130 |
+
|
| 131 |
+
# Create new conversation and get a conversation id.
|
| 132 |
+
|
| 133 |
+
_header = self.get_headers(ref=False)
|
| 134 |
+
_header["Referer"] = "https://huggingface.co/chat"
|
| 135 |
+
|
| 136 |
+
resp = ""
|
| 137 |
+
while True:
|
| 138 |
+
try:
|
| 139 |
+
resp = self.session.post(
|
| 140 |
+
self.hf_base_url + "/chat/conversation",
|
| 141 |
+
json={"model": self.active_model},
|
| 142 |
+
headers=_header,
|
| 143 |
+
cookies=self.get_cookies(),
|
| 144 |
+
)
|
| 145 |
+
# print("new conversation")
|
| 146 |
+
# print(resp.text)
|
| 147 |
+
logging.debug(resp.text)
|
| 148 |
+
cid = json.loads(resp.text)["conversationId"]
|
| 149 |
+
self.conversation_id_list.append(cid)
|
| 150 |
+
self.__not_summarize_cids.append(
|
| 151 |
+
cid
|
| 152 |
+
) # For the 1st chat, the conversation needs to be summarized.
|
| 153 |
+
self.__preserve_context(cid=cid, ending="1_1")
|
| 154 |
+
return cid
|
| 155 |
+
|
| 156 |
+
except BaseException as e:
|
| 157 |
+
err_count += 1
|
| 158 |
+
logging.debug(
|
| 159 |
+
f" Failed to create new conversation. Retrying... ({err_count})"
|
| 160 |
+
)
|
| 161 |
+
if err_count > 5:
|
| 162 |
+
raise CreateConversationError(
|
| 163 |
+
f"Failed to create new conversation. ({err_count})"
|
| 164 |
+
)
|
| 165 |
+
continue
|
| 166 |
+
|
| 167 |
+
def change_conversation(self, conversation_id: str) -> bool:
|
| 168 |
+
"""
|
| 169 |
+
Change the current conversation to another one. Need a valid conversation id.
|
| 170 |
+
"""
|
| 171 |
+
if conversation_id not in self.conversation_id_list:
|
| 172 |
+
raise InvalidConversationIDError(
|
| 173 |
+
"Invalid conversation id, not in conversation list."
|
| 174 |
+
)
|
| 175 |
+
self.current_conversation = conversation_id
|
| 176 |
+
return True
|
| 177 |
+
|
| 178 |
+
def summarize_conversation(self, conversation_id: str = None) -> str:
|
| 179 |
+
"""
|
| 180 |
+
Return a summary of the conversation.
|
| 181 |
+
"""
|
| 182 |
+
if conversation_id is None:
|
| 183 |
+
conversation_id = self.current_conversation
|
| 184 |
+
|
| 185 |
+
headers = self.get_headers(ref=True)
|
| 186 |
+
r = self.session.post(
|
| 187 |
+
f"{self.hf_base_url}/chat/conversation/{conversation_id}/summarize",
|
| 188 |
+
headers=headers,
|
| 189 |
+
cookies=self.get_cookies(),
|
| 190 |
+
)
|
| 191 |
+
|
| 192 |
+
if r.status_code != 200:
|
| 193 |
+
raise Exception(
|
| 194 |
+
f"Failed to send chat message with status code: {r.status_code}"
|
| 195 |
+
)
|
| 196 |
+
|
| 197 |
+
response = r.json()
|
| 198 |
+
# print(response)
|
| 199 |
+
if "title" in response:
|
| 200 |
+
return response["title"]
|
| 201 |
+
|
| 202 |
+
raise Exception(f"Unknown server response: {response}")
|
| 203 |
+
|
| 204 |
+
def share_conversation(self, conversation_id: str = None) -> str:
|
| 205 |
+
"""
|
| 206 |
+
Return a share link of the conversation.
|
| 207 |
+
"""
|
| 208 |
+
if conversation_id is None:
|
| 209 |
+
conversation_id = self.current_conversation
|
| 210 |
+
|
| 211 |
+
headers = self.get_headers()
|
| 212 |
+
|
| 213 |
+
r = self.session.post(
|
| 214 |
+
f"{self.hf_base_url}/chat/conversation/{conversation_id}/share",
|
| 215 |
+
headers=headers,
|
| 216 |
+
cookies=self.get_cookies(),
|
| 217 |
+
)
|
| 218 |
+
|
| 219 |
+
if r.status_code != 200:
|
| 220 |
+
raise Exception(
|
| 221 |
+
f"Failed to send chat message with status code: {r.status_code}"
|
| 222 |
+
)
|
| 223 |
+
|
| 224 |
+
response = r.json()
|
| 225 |
+
if "url" in response:
|
| 226 |
+
return response["url"]
|
| 227 |
+
|
| 228 |
+
raise Exception(f"Unknown server response: {response}")
|
| 229 |
+
|
| 230 |
+
def delete_conversation(self, conversation_id: str = None) -> bool:
|
| 231 |
+
"""
|
| 232 |
+
Delete a HuggingChat conversation by conversation_id.
|
| 233 |
+
"""
|
| 234 |
+
|
| 235 |
+
if conversation_id is None:
|
| 236 |
+
raise DeleteConversationError("conversation_id is required.")
|
| 237 |
+
|
| 238 |
+
headers = self.get_headers()
|
| 239 |
+
|
| 240 |
+
r = self.session.delete(
|
| 241 |
+
f"{self.hf_base_url}/chat/conversation/{conversation_id}",
|
| 242 |
+
headers=headers,
|
| 243 |
+
cookies=self.get_cookies(),
|
| 244 |
+
)
|
| 245 |
+
|
| 246 |
+
if r.status_code != 200:
|
| 247 |
+
raise DeleteConversationError(
|
| 248 |
+
f"Failed to delete conversation with status code: {r.status_code}"
|
| 249 |
+
)
|
| 250 |
+
|
| 251 |
+
def get_available_llm_models(self) -> list:
|
| 252 |
+
"""
|
| 253 |
+
Get all available models that exists in huggingface.co/chat.
|
| 254 |
+
Returns a hard-code array. The array is up to date.
|
| 255 |
+
"""
|
| 256 |
+
return [
|
| 257 |
+
"OpenAssistant/oasst-sft-6-llama-30b-xor",
|
| 258 |
+
"meta-llama/Llama-2-70b-chat-hf",
|
| 259 |
+
"codellama/CodeLlama-34b-Instruct-hf",
|
| 260 |
+
]
|
| 261 |
+
|
| 262 |
+
def set_share_conversations(self, val: bool = True):
|
| 263 |
+
setting = {
|
| 264 |
+
"ethicsModalAcceptedAt": "",
|
| 265 |
+
"searchEnabled": "true",
|
| 266 |
+
"activeModel": "meta-llama/Llama-2-70b-chat-hf",
|
| 267 |
+
}
|
| 268 |
+
if val:
|
| 269 |
+
setting["shareConversationsWithModelAuthors"] = "on"
|
| 270 |
+
|
| 271 |
+
response = self.session.post(
|
| 272 |
+
self.hf_base_url + "/chat/settings",
|
| 273 |
+
headers=self.get_headers(ref=True),
|
| 274 |
+
cookies=self.get_cookies(),
|
| 275 |
+
allow_redirects=True,
|
| 276 |
+
data=setting,
|
| 277 |
+
)
|
| 278 |
+
|
| 279 |
+
def switch_llm(self, to: int) -> bool:
|
| 280 |
+
"""
|
| 281 |
+
Attempts to change current conversation's Large Language Model.
|
| 282 |
+
Requires an index to indicate the model you want to switch.
|
| 283 |
+
For now, 0 is `OpenAssistant/oasst-sft-6-llama-30b-xor`, 1 is `meta-llama/Llama-2-70b-chat-hf`, 2 is 'codellama/CodeLlama-34b-Instruct-hf' :)
|
| 284 |
+
|
| 285 |
+
* llm 1 is the latest LLM.
|
| 286 |
+
* REMEMBER: For flexibility, the effect of switch just limited to *current conversation*. You can manually switch llm when you change a conversasion.
|
| 287 |
+
"""
|
| 288 |
+
|
| 289 |
+
llms = [
|
| 290 |
+
"OpenAssistant/oasst-sft-6-llama-30b-xor",
|
| 291 |
+
"meta-llama/Llama-2-70b-chat-hf",
|
| 292 |
+
"codellama/CodeLlama-34b-Instruct-hf",
|
| 293 |
+
]
|
| 294 |
+
|
| 295 |
+
mdl = ""
|
| 296 |
+
if to == 0:
|
| 297 |
+
mdl = ("OpenAssistant/oasst-sft-6-llama-30b-xor",)
|
| 298 |
+
elif to == 1:
|
| 299 |
+
mdl = "meta-llama/Llama-2-70b-chat-hf"
|
| 300 |
+
elif to == 2:
|
| 301 |
+
mdl = "codellama/CodeLlama-34b-Instruct-hf"
|
| 302 |
+
else:
|
| 303 |
+
raise BaseException(
|
| 304 |
+
"Can't switch llm, unexpected index. For now, 0 is `OpenAssistant/oasst-sft-6-llama-30b-xor`, 1 is `meta-llama/Llama-2-70b-chat-hf`, 2 is 'codellama/CodeLlama-34b-Instruct-hf':)"
|
| 305 |
+
)
|
| 306 |
+
|
| 307 |
+
response = self.session.post(
|
| 308 |
+
self.hf_base_url + "/chat/settings",
|
| 309 |
+
headers=self.get_headers(ref=True),
|
| 310 |
+
cookies=self.get_cookies(),
|
| 311 |
+
allow_redirects=True,
|
| 312 |
+
data={
|
| 313 |
+
"shareConversationsWithModelAuthors": "on",
|
| 314 |
+
"ethicsModalAcceptedAt": "",
|
| 315 |
+
"searchEnabled": "true",
|
| 316 |
+
"activeModel": mdl,
|
| 317 |
+
},
|
| 318 |
+
)
|
| 319 |
+
|
| 320 |
+
check = self.check_operation()
|
| 321 |
+
if check:
|
| 322 |
+
return True
|
| 323 |
+
else:
|
| 324 |
+
print(
|
| 325 |
+
f"Switch LLM {llms[to]} failed. Please submit an issue to https://github.com/Soulter/hugging-chat-api"
|
| 326 |
+
)
|
| 327 |
+
return False
|
| 328 |
+
|
| 329 |
+
def check_operation(self) -> bool:
|
| 330 |
+
r = self.session.post(
|
| 331 |
+
self.hf_base_url
|
| 332 |
+
+ f"/chat/conversation/{self.current_conversation}/__data.json?x-sveltekit-invalidated=1_1",
|
| 333 |
+
headers=self.get_headers(ref=True),
|
| 334 |
+
cookies=self.get_cookies(),
|
| 335 |
+
)
|
| 336 |
+
return r.status_code == 200
|
| 337 |
+
|
| 338 |
+
# def _web_search(self, prompt: str) -> bool:
|
| 339 |
+
# print("searching on web ...")
|
| 340 |
+
# r = self.session.get(self.hf_base_url + f"/chat/conversation/{self.current_conversation}/web-search?prompt={prompt}", headers=self.get_headers(ref=True), cookies=self.get_cookies(), timeout=300)
|
| 341 |
+
# print("done")
|
| 342 |
+
# return r.status_code == 200
|
| 343 |
+
|
| 344 |
+
def chat(
|
| 345 |
+
self,
|
| 346 |
+
text: str,
|
| 347 |
+
# web_search: bool=False,
|
| 348 |
+
temperature: float = 0.1,
|
| 349 |
+
top_p: float = 0.95,
|
| 350 |
+
repetition_penalty: float = 1.2,
|
| 351 |
+
top_k: int = 50,
|
| 352 |
+
truncate: int = 1000,
|
| 353 |
+
watermark: bool = False,
|
| 354 |
+
max_new_tokens: int = 1024,
|
| 355 |
+
stop: list = ["</s>"],
|
| 356 |
+
return_full_text: bool = False,
|
| 357 |
+
stream: bool = True,
|
| 358 |
+
use_cache: bool = False,
|
| 359 |
+
is_retry: bool = False,
|
| 360 |
+
retry_count: int = 5,
|
| 361 |
+
):
|
| 362 |
+
"""
|
| 363 |
+
Send a message to the current conversation. Return the response text.
|
| 364 |
+
You can customize these optional parameters.
|
| 365 |
+
You can turn on the web search by set the parameter `web_search` to True
|
| 366 |
+
"""
|
| 367 |
+
|
| 368 |
+
if retry_count <= 0:
|
| 369 |
+
raise Exception("the parameter retry_count must be greater than 0.")
|
| 370 |
+
if self.current_conversation == "":
|
| 371 |
+
self.current_conversation = self.new_conversation()
|
| 372 |
+
if text == "":
|
| 373 |
+
raise Exception("the prompt can not be empty.")
|
| 374 |
+
|
| 375 |
+
# Invoke Web Search API
|
| 376 |
+
# if web_search:
|
| 377 |
+
# res = self._web_search(text)
|
| 378 |
+
# if not res:
|
| 379 |
+
# print("Web search may failed.")
|
| 380 |
+
options_id = str(uuid.uuid4())
|
| 381 |
+
options_rid = str(uuid.uuid4())
|
| 382 |
+
|
| 383 |
+
req_json = {
|
| 384 |
+
"inputs": text,
|
| 385 |
+
"parameters": {
|
| 386 |
+
"temperature": temperature,
|
| 387 |
+
"top_p": top_p,
|
| 388 |
+
"repetition_penalty": repetition_penalty,
|
| 389 |
+
"top_k": top_k,
|
| 390 |
+
"truncate": truncate,
|
| 391 |
+
"watermark": watermark,
|
| 392 |
+
"max_new_tokens": max_new_tokens,
|
| 393 |
+
"stop": stop,
|
| 394 |
+
"return_full_text": return_full_text,
|
| 395 |
+
"stream": stream,
|
| 396 |
+
},
|
| 397 |
+
"options": {
|
| 398 |
+
"use_cache": use_cache,
|
| 399 |
+
"is_retry": is_retry,
|
| 400 |
+
"id": str(uuid.uuid4()),
|
| 401 |
+
},
|
| 402 |
+
"stream": True,
|
| 403 |
+
}
|
| 404 |
+
|
| 405 |
+
# if web_search:
|
| 406 |
+
# req_json["options"]["web_search_id"] = str(uuid.uuid4()).replace("-","")[0:24]
|
| 407 |
+
# print(req_json)
|
| 408 |
+
# print(self.session.cookies.get_dict())
|
| 409 |
+
# print(f"https://huggingface.co/chat/conversation/{self.now_conversation}")
|
| 410 |
+
headers = {
|
| 411 |
+
"Origin": "https://huggingface.co",
|
| 412 |
+
"Referer": f"https://huggingface.co/chat/conversation/{self.current_conversation}",
|
| 413 |
+
"Content-Type": "application/json",
|
| 414 |
+
"Sec-ch-ua": '"Chromium";v="94", "Microsoft Edge";v="94", ";Not A Brand";v="99"',
|
| 415 |
+
"Sec-ch-ua-mobile": "?0",
|
| 416 |
+
"Sec-ch-ua-platform": '"Windows"',
|
| 417 |
+
"Accept": "*/*",
|
| 418 |
+
"Accept-language": "en-US,en;q=0.9,zh-CN;q=0.8,zh;q=0.7",
|
| 419 |
+
}
|
| 420 |
+
|
| 421 |
+
while retry_count > 0:
|
| 422 |
+
resp = self.session.post(
|
| 423 |
+
self.hf_base_url + f"/chat/conversation/{self.current_conversation}",
|
| 424 |
+
json=req_json,
|
| 425 |
+
stream=True,
|
| 426 |
+
headers=headers,
|
| 427 |
+
cookies=self.session.cookies.get_dict(),
|
| 428 |
+
)
|
| 429 |
+
res_text = ""
|
| 430 |
+
|
| 431 |
+
if resp.status_code != 200:
|
| 432 |
+
retry_count -= 1
|
| 433 |
+
if retry_count <= 0:
|
| 434 |
+
raise ChatError(f"Failed to chat. ({resp.status_code})")
|
| 435 |
+
|
| 436 |
+
for line in resp.iter_lines():
|
| 437 |
+
if line:
|
| 438 |
+
res = line.decode("utf-8")
|
| 439 |
+
try:
|
| 440 |
+
# print(f"line: {res}")
|
| 441 |
+
obj = json.loads(res[5:])
|
| 442 |
+
except:
|
| 443 |
+
if '{"error":"Model is overloaded"' in res:
|
| 444 |
+
raise ModelOverloadedError(
|
| 445 |
+
"Model is overloaded, please try again later."
|
| 446 |
+
)
|
| 447 |
+
raise ChatError(f"Failed to parse response: {res}")
|
| 448 |
+
if "generated_text" in obj:
|
| 449 |
+
if obj["token"]["text"].endswith("</s>"):
|
| 450 |
+
res_text += obj["token"]["text"][:-5]
|
| 451 |
+
else:
|
| 452 |
+
res_text += obj["token"]["text"]
|
| 453 |
+
elif "error" in obj:
|
| 454 |
+
raise ChatError(obj["error"])
|
| 455 |
+
# try to summarize the conversation and preserve the context.
|
| 456 |
+
try:
|
| 457 |
+
if self.current_conversation in self.__not_summarize_cids:
|
| 458 |
+
self.summarize_conversation()
|
| 459 |
+
self.__not_summarize_cids.remove(self.current_conversation)
|
| 460 |
+
self.__preserve_context(ref_cid=self.current_conversation)
|
| 461 |
+
except:
|
| 462 |
+
pass
|
| 463 |
+
|
| 464 |
+
return res_text.strip()
|
| 465 |
+
|
| 466 |
+
def __preserve_context(
|
| 467 |
+
self, cid: str = None, ending: str = "1_", ref_cid: str = ""
|
| 468 |
+
):
|
| 469 |
+
# print("preserve_context")
|
| 470 |
+
headers = {
|
| 471 |
+
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/115.0.0.0 Safari/537.36 Edg/115.0.1901.203",
|
| 472 |
+
"Accept": "*/*",
|
| 473 |
+
}
|
| 474 |
+
if ref_cid == "":
|
| 475 |
+
headers["Referer"] = "https://huggingface.co/chat"
|
| 476 |
+
else:
|
| 477 |
+
headers["Referer"] = f"https://huggingface.co/chat/conversation/{ref_cid}"
|
| 478 |
+
# print(headers)
|
| 479 |
+
cookie = {
|
| 480 |
+
"hf-chat": self.get_cookies()["hf-chat"],
|
| 481 |
+
}
|
| 482 |
+
if cid is None:
|
| 483 |
+
cid = self.current_conversation
|
| 484 |
+
url = f"https://huggingface.co/chat/conversation/{cid}/__data.json?x-sveltekit-invalidated={ending}"
|
| 485 |
+
# response = requests.get(url, cookies = cookie, headers = headers )
|
| 486 |
+
response = self.session.get(url, cookies=cookie, headers=headers, data={})
|
| 487 |
+
# print(response.text)
|
| 488 |
+
import time
|
| 489 |
+
|
| 490 |
+
# f = open(f"test{str(time.time())}.json", "w", encoding="utf-8")
|
| 491 |
+
# f.write(json.dumps(response.json(), indent=4, ensure_ascii=False))
|
| 492 |
+
# f.close()
|
| 493 |
+
|
| 494 |
+
if response.status_code == 200:
|
| 495 |
+
# print("OK")
|
| 496 |
+
return {"message": "Context Successfully Preserved", "status": 200}
|
| 497 |
+
else:
|
| 498 |
+
return {"message": "Internal Error", "status": 500}
|
| 499 |
+
|
| 500 |
+
|
| 501 |
+
if __name__ == "__main__":
|
| 502 |
+
bot = ChatBot()
|
| 503 |
+
message_content = bot.chat("Hello", max_new_tokens=10)
|
| 504 |
+
print(message_content)
|
| 505 |
+
summary = bot.summarize_conversation()
|
| 506 |
+
print(summary)
|
| 507 |
+
sharelink = bot.share_conversation()
|
| 508 |
+
print(sharelink)
|
utils/openllmapi/exceptions.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class ModelOverloadedError(Exception):
|
| 2 |
+
"""
|
| 3 |
+
HF Model Overloaded Error
|
| 4 |
+
|
| 5 |
+
Raised when hf return response `{"error":"Model is overloaded","error_type":"overloaded"}`
|
| 6 |
+
"""
|
| 7 |
+
pass
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
class ChatBotInitError(Exception):
|
| 11 |
+
"""
|
| 12 |
+
ChatBot Init Error
|
| 13 |
+
|
| 14 |
+
Raised when chatbot init failed
|
| 15 |
+
"""
|
| 16 |
+
pass
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
class CreateConversationError(Exception):
|
| 20 |
+
"""
|
| 21 |
+
Create Conversation Error
|
| 22 |
+
|
| 23 |
+
Raised when create conversation failed
|
| 24 |
+
"""
|
| 25 |
+
pass
|
| 26 |
+
|
| 27 |
+
|
| 28 |
+
class InvalidConversationIDError(Exception):
|
| 29 |
+
"""
|
| 30 |
+
Invalid Conversation ID Error
|
| 31 |
+
|
| 32 |
+
Raised when using a invalid conversation id
|
| 33 |
+
"""
|
| 34 |
+
pass
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
class DeleteConversationError(Exception):
|
| 38 |
+
"""
|
| 39 |
+
Delete Conversation Error
|
| 40 |
+
|
| 41 |
+
Raised when delete conversation failed
|
| 42 |
+
"""
|
| 43 |
+
pass
|
| 44 |
+
|
| 45 |
+
|
| 46 |
+
class ChatError(Exception):
|
| 47 |
+
"""
|
| 48 |
+
Chat Error
|
| 49 |
+
|
| 50 |
+
Raised when chat failed
|
| 51 |
+
"""
|
| 52 |
+
pass
|
utils/openllmapi/login.py
ADDED
|
@@ -0,0 +1,183 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import requests
|
| 2 |
+
import os
|
| 3 |
+
import json
|
| 4 |
+
import logging
|
| 5 |
+
import re
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
class Login:
|
| 9 |
+
def __init__(self, email: str, passwd: str) -> None:
|
| 10 |
+
# self.COOKIE_DIR = os.path.dirname(os.path.abspath(__file__)) + "/usercookies"
|
| 11 |
+
# self.COOKIE_PATH = self.COOKIE_DIR + f"/{email}.json"
|
| 12 |
+
# if not os.path.exists(self.COOKIE_DIR):
|
| 13 |
+
# logging.debug("Cookie directory not found, creating...")
|
| 14 |
+
# os.makedirs(self.COOKIE_DIR)
|
| 15 |
+
# logging.debug(f"Cookie store path: {self.COOKIE_DIR}")
|
| 16 |
+
self.DEFAULT_PATH_DIR = os.path.dirname(os.path.abspath(__file__)) + "/usercookies"
|
| 17 |
+
self.DEFAULT_COOKIE_PATH = self.DEFAULT_PATH_DIR + f"/{email}.json"
|
| 18 |
+
|
| 19 |
+
self.email: str = email
|
| 20 |
+
self.passwd: str = passwd
|
| 21 |
+
self.headers = {
|
| 22 |
+
"Referer": "https://huggingface.co/",
|
| 23 |
+
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/112.0.0.0 Safari/537.36 Edg/112.0.1722.64",
|
| 24 |
+
}
|
| 25 |
+
self.cookies = requests.sessions.RequestsCookieJar()
|
| 26 |
+
|
| 27 |
+
def requestsGet(self, url: str, params=None, allow_redirects=True) -> requests.Response:
|
| 28 |
+
res = requests.get(
|
| 29 |
+
url,
|
| 30 |
+
params=params,
|
| 31 |
+
headers=self.headers,
|
| 32 |
+
cookies=self.cookies,
|
| 33 |
+
allow_redirects=allow_redirects,
|
| 34 |
+
)
|
| 35 |
+
self.refreshCookies(res.cookies)
|
| 36 |
+
return res
|
| 37 |
+
|
| 38 |
+
def requestsPost(self, url: str, headers=None, params=None, data=None, stream=False,
|
| 39 |
+
allow_redirects=True) -> requests.Response:
|
| 40 |
+
res = requests.post(
|
| 41 |
+
url,
|
| 42 |
+
stream=stream,
|
| 43 |
+
params=params,
|
| 44 |
+
data=data,
|
| 45 |
+
headers=self.headers if headers == None else headers,
|
| 46 |
+
cookies=self.cookies,
|
| 47 |
+
allow_redirects=allow_redirects
|
| 48 |
+
)
|
| 49 |
+
self.refreshCookies(res.cookies)
|
| 50 |
+
return res
|
| 51 |
+
|
| 52 |
+
def refreshCookies(self, cookies: requests.sessions.RequestsCookieJar):
|
| 53 |
+
dic = cookies.get_dict()
|
| 54 |
+
for i in dic:
|
| 55 |
+
self.cookies.set(i, dic[i])
|
| 56 |
+
|
| 57 |
+
def SigninWithEmail(self):
|
| 58 |
+
"""
|
| 59 |
+
Login through your email and password.
|
| 60 |
+
PS: I found that it doesn't have any type of encrytion till now,
|
| 61 |
+
which could expose your password to the internet.
|
| 62 |
+
"""
|
| 63 |
+
url = "https://huggingface.co/login"
|
| 64 |
+
data = {
|
| 65 |
+
"username": self.email,
|
| 66 |
+
"password": self.passwd,
|
| 67 |
+
}
|
| 68 |
+
res = self.requestsPost(url=url, data=data, allow_redirects=False)
|
| 69 |
+
if res.status_code == 400:
|
| 70 |
+
raise Exception("wrong username or password")
|
| 71 |
+
|
| 72 |
+
def getAuthURL(self):
|
| 73 |
+
url = "https://huggingface.co/chat/login"
|
| 74 |
+
headers = {
|
| 75 |
+
"Referer": "https://huggingface.co/chat/login",
|
| 76 |
+
"User-Agent": self.headers["User-Agent"],
|
| 77 |
+
"Content-Type": "application/x-www-form-urlencoded"
|
| 78 |
+
}
|
| 79 |
+
res = self.requestsPost(url, headers=headers, allow_redirects=False)
|
| 80 |
+
if res.status_code == 200:
|
| 81 |
+
# location = res.headers.get("Location", None)
|
| 82 |
+
location = res.json()["location"]
|
| 83 |
+
if location:
|
| 84 |
+
return location
|
| 85 |
+
else:
|
| 86 |
+
raise Exception("No authorize url found, please check your email or password.")
|
| 87 |
+
elif res.status_code == 303:
|
| 88 |
+
location = res.headers.get("Location")
|
| 89 |
+
if location:
|
| 90 |
+
return location
|
| 91 |
+
else:
|
| 92 |
+
raise Exception("No authorize url found, please check your email or password.")
|
| 93 |
+
else:
|
| 94 |
+
raise Exception("Something went wrong!")
|
| 95 |
+
|
| 96 |
+
def grantAuth(self, url: str) -> int:
|
| 97 |
+
res = self.requestsGet(url, allow_redirects=False)
|
| 98 |
+
if res.headers.__contains__("location"):
|
| 99 |
+
location = res.headers["location"]
|
| 100 |
+
res = self.requestsGet(location, allow_redirects=False)
|
| 101 |
+
if res.cookies.__contains__("hf-chat"):
|
| 102 |
+
return 1
|
| 103 |
+
# raise Exception("grantAuth fatal")
|
| 104 |
+
if res.status_code != 200:
|
| 105 |
+
raise Exception("grant auth fatal!")
|
| 106 |
+
csrf = re.findall('/oauth/authorize.*?name="csrf" value="(.*?)"', res.text)
|
| 107 |
+
if len(csrf) == 0:
|
| 108 |
+
raise Exception("No csrf found!")
|
| 109 |
+
data = {
|
| 110 |
+
"csrf": csrf[0]
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
res = self.requestsPost(url, data=data, allow_redirects=False)
|
| 114 |
+
if res.status_code != 303:
|
| 115 |
+
raise Exception(f"get hf-chat cookies fatal! - {res.status_code}")
|
| 116 |
+
else:
|
| 117 |
+
location = res.headers.get("Location")
|
| 118 |
+
res = self.requestsGet(location, allow_redirects=False)
|
| 119 |
+
if res.status_code != 302:
|
| 120 |
+
raise Exception(f"get hf-chat cookie fatal! - {res.status_code}")
|
| 121 |
+
else:
|
| 122 |
+
return 1
|
| 123 |
+
|
| 124 |
+
def login(self) -> requests.sessions.RequestsCookieJar:
|
| 125 |
+
self.SigninWithEmail()
|
| 126 |
+
location = self.getAuthURL()
|
| 127 |
+
if self.grantAuth(location):
|
| 128 |
+
return self.cookies
|
| 129 |
+
else:
|
| 130 |
+
raise Exception(f"Grant auth fatal, please check your email or password\ncookies gained: \n{self.cookies}")
|
| 131 |
+
|
| 132 |
+
def saveCookiesToDir(self, cookie_dir_path: str = None) -> str:
|
| 133 |
+
"""
|
| 134 |
+
cookies will be saved into: cookie_dir_path/<email>.json
|
| 135 |
+
"""
|
| 136 |
+
cookie_dir_path = self.DEFAULT_PATH_DIR if not cookie_dir_path else cookie_dir_path
|
| 137 |
+
if not cookie_dir_path.endswith("/"):
|
| 138 |
+
cookie_dir_path += "/"
|
| 139 |
+
cookie_path = cookie_dir_path + f"{self.email}.json"
|
| 140 |
+
if not os.path.exists(cookie_dir_path):
|
| 141 |
+
logging.info("Cookie directory not exist, creating...")
|
| 142 |
+
os.makedirs(cookie_dir_path)
|
| 143 |
+
logging.info(f"Cookie store path: {cookie_path}")
|
| 144 |
+
|
| 145 |
+
with open(cookie_path, "w", encoding="utf-8") as f:
|
| 146 |
+
f.write(json.dumps(self.cookies.get_dict()))
|
| 147 |
+
return cookie_path
|
| 148 |
+
|
| 149 |
+
def _getCookiePath(self, cookie_dir_path) -> str:
|
| 150 |
+
if not cookie_dir_path.endswith("/"):
|
| 151 |
+
cookie_dir_path += "/"
|
| 152 |
+
if not os.path.exists(cookie_dir_path):
|
| 153 |
+
return ""
|
| 154 |
+
files = os.listdir(cookie_dir_path)
|
| 155 |
+
for i in files:
|
| 156 |
+
if i == f"{self.email}.json":
|
| 157 |
+
return cookie_dir_path + i
|
| 158 |
+
return ""
|
| 159 |
+
|
| 160 |
+
def loadCookiesFromDir(self, cookie_dir_path: str = None) -> requests.sessions.RequestsCookieJar:
|
| 161 |
+
"""
|
| 162 |
+
cookie files needs to be named as: cookie_dir_path/<email>.json
|
| 163 |
+
"""
|
| 164 |
+
cookie_dir_path = self.DEFAULT_PATH_DIR if not cookie_dir_path else cookie_dir_path
|
| 165 |
+
cookie_path = self._getCookiePath(cookie_dir_path)
|
| 166 |
+
if not cookie_path:
|
| 167 |
+
raise Exception(f"Cookie not found. please check the path given: {cookie_dir_path}.\n" +
|
| 168 |
+
f"Cookie file must be named like this: 'your_email'+'.json': '{self.email}.json'")
|
| 169 |
+
|
| 170 |
+
with open(cookie_path, "r", encoding="utf-8") as f:
|
| 171 |
+
try:
|
| 172 |
+
js = json.loads(f.read())
|
| 173 |
+
for i in js.keys():
|
| 174 |
+
self.cookies.set(i, js[i])
|
| 175 |
+
logging.info(f"{i} loaded")
|
| 176 |
+
return self.cookies
|
| 177 |
+
except:
|
| 178 |
+
raise Exception("load cookies from files fatal. Please check the format")
|
| 179 |
+
|
| 180 |
+
|
| 181 |
+
if __name__ == "__main__":
|
| 182 |
+
EMAIL = os.getenv("EMAIL")
|
| 183 |
+
PASSWD = os.getenv("PASSWD")
|