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authorkqlio67 <kqlio67@users.noreply.github.com>2024-11-06 16:25:09 +0100
committerkqlio67 <kqlio67@users.noreply.github.com>2024-11-06 16:25:09 +0100
commite98793d0a7af43878cf023fb045dd945a82507cf (patch)
tree205f2318755db4c7ad41a6d13e735c5d48e1450b /g4f/Provider/needs_auth/MetaAI.py
parentUpdate (g4f/Provider/DeepInfra.py g4f/Provider/__init__.py g4f/Provider/needs_auth/) (diff)
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diff --git a/g4f/Provider/needs_auth/MetaAI.py b/g4f/Provider/needs_auth/MetaAI.py
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+from __future__ import annotations
+
+import json
+import uuid
+import random
+import time
+from typing import Dict, List
+
+from aiohttp import ClientSession, BaseConnector
+
+from ...typing import AsyncResult, Messages, Cookies
+from ...requests import raise_for_status, DEFAULT_HEADERS
+from ...image import ImageResponse, ImagePreview
+from ...errors import ResponseError
+from ..base_provider import AsyncGeneratorProvider, ProviderModelMixin
+from ..helper import format_prompt, get_connector, format_cookies
+
+class Sources():
+ def __init__(self, link_list: List[Dict[str, str]]) -> None:
+ self.list = link_list
+
+ def __str__(self) -> str:
+ return "\n\n" + ("\n".join([f"[{link['title']}]({link['link']})" for link in self.list]))
+
+class AbraGeoBlockedError(Exception):
+ pass
+
+class MetaAI(AsyncGeneratorProvider, ProviderModelMixin):
+ label = "Meta AI"
+ url = "https://www.meta.ai"
+ working = True
+ default_model = ''
+
+ def __init__(self, proxy: str = None, connector: BaseConnector = None):
+ self.session = ClientSession(connector=get_connector(connector, proxy), headers=DEFAULT_HEADERS)
+ self.cookies: Cookies = None
+ self.access_token: str = None
+
+ @classmethod
+ async def create_async_generator(
+ cls,
+ model: str,
+ messages: Messages,
+ proxy: str = None,
+ **kwargs
+ ) -> AsyncResult:
+ async for chunk in cls(proxy).prompt(format_prompt(messages)):
+ yield chunk
+
+ async def update_access_token(self, birthday: str = "1999-01-01"):
+ url = "https://www.meta.ai/api/graphql/"
+ payload = {
+ "lsd": self.lsd,
+ "fb_api_caller_class": "RelayModern",
+ "fb_api_req_friendly_name": "useAbraAcceptTOSForTempUserMutation",
+ "variables": json.dumps({
+ "dob": birthday,
+ "icebreaker_type": "TEXT",
+ "__relay_internal__pv__WebPixelRatiorelayprovider": 1,
+ }),
+ "doc_id": "7604648749596940",
+ }
+ headers = {
+ "x-fb-friendly-name": "useAbraAcceptTOSForTempUserMutation",
+ "x-fb-lsd": self.lsd,
+ "x-asbd-id": "129477",
+ "alt-used": "www.meta.ai",
+ "sec-fetch-site": "same-origin"
+ }
+ async with self.session.post(url, headers=headers, cookies=self.cookies, data=payload) as response:
+ await raise_for_status(response, "Fetch access_token failed")
+ auth_json = await response.json(content_type=None)
+ self.access_token = auth_json["data"]["xab_abra_accept_terms_of_service"]["new_temp_user_auth"]["access_token"]
+
+ async def prompt(self, message: str, cookies: Cookies = None) -> AsyncResult:
+ if self.cookies is None:
+ await self.update_cookies(cookies)
+ if cookies is not None:
+ self.access_token = None
+ if self.access_token is None and cookies is None:
+ await self.update_access_token()
+
+ if self.access_token is None:
+ url = "https://www.meta.ai/api/graphql/"
+ payload = {"lsd": self.lsd, 'fb_dtsg': self.dtsg}
+ headers = {'x-fb-lsd': self.lsd}
+ else:
+ url = "https://graph.meta.ai/graphql?locale=user"
+ payload = {"access_token": self.access_token}
+ headers = {}
+ headers = {
+ 'content-type': 'application/x-www-form-urlencoded',
+ 'cookie': format_cookies(self.cookies),
+ 'origin': 'https://www.meta.ai',
+ 'referer': 'https://www.meta.ai/',
+ 'x-asbd-id': '129477',
+ 'x-fb-friendly-name': 'useAbraSendMessageMutation',
+ **headers
+ }
+ payload = {
+ **payload,
+ 'fb_api_caller_class': 'RelayModern',
+ 'fb_api_req_friendly_name': 'useAbraSendMessageMutation',
+ "variables": json.dumps({
+ "message": {"sensitive_string_value": message},
+ "externalConversationId": str(uuid.uuid4()),
+ "offlineThreadingId": generate_offline_threading_id(),
+ "suggestedPromptIndex": None,
+ "flashVideoRecapInput": {"images": []},
+ "flashPreviewInput": None,
+ "promptPrefix": None,
+ "entrypoint": "ABRA__CHAT__TEXT",
+ "icebreaker_type": "TEXT",
+ "__relay_internal__pv__AbraDebugDevOnlyrelayprovider": False,
+ "__relay_internal__pv__WebPixelRatiorelayprovider": 1,
+ }),
+ 'server_timestamps': 'true',
+ 'doc_id': '7783822248314888'
+ }
+ async with self.session.post(url, headers=headers, data=payload) as response:
+ await raise_for_status(response, "Fetch response failed")
+ last_snippet_len = 0
+ fetch_id = None
+ async for line in response.content:
+ if b"<h1>Something Went Wrong</h1>" in line:
+ raise ResponseError("Response: Something Went Wrong")
+ try:
+ json_line = json.loads(line)
+ except json.JSONDecodeError:
+ continue
+ bot_response_message = json_line.get("data", {}).get("node", {}).get("bot_response_message", {})
+ streaming_state = bot_response_message.get("streaming_state")
+ fetch_id = bot_response_message.get("fetch_id") or fetch_id
+ if streaming_state in ("STREAMING", "OVERALL_DONE"):
+ imagine_card = bot_response_message.get("imagine_card")
+ if imagine_card is not None:
+ imagine_session = imagine_card.get("session")
+ if imagine_session is not None:
+ imagine_medias = imagine_session.get("media_sets", {}).pop().get("imagine_media")
+ if imagine_medias is not None:
+ image_class = ImageResponse if streaming_state == "OVERALL_DONE" else ImagePreview
+ yield image_class([media["uri"] for media in imagine_medias], imagine_medias[0]["prompt"])
+ snippet = bot_response_message["snippet"]
+ new_snippet_len = len(snippet)
+ if new_snippet_len > last_snippet_len:
+ yield snippet[last_snippet_len:]
+ last_snippet_len = new_snippet_len
+ #if last_streamed_response is None:
+ # if attempts > 3:
+ # raise Exception("MetaAI is having issues and was not able to respond (Server Error)")
+ # access_token = await self.get_access_token()
+ # return await self.prompt(message=message, attempts=attempts + 1)
+ if fetch_id is not None:
+ sources = await self.fetch_sources(fetch_id)
+ if sources is not None:
+ yield sources
+
+ async def update_cookies(self, cookies: Cookies = None):
+ async with self.session.get("https://www.meta.ai/", cookies=cookies) as response:
+ await raise_for_status(response, "Fetch home failed")
+ text = await response.text()
+ if "AbraGeoBlockedError" in text:
+ raise AbraGeoBlockedError("Meta AI isn't available yet in your country")
+ if cookies is None:
+ cookies = {
+ "_js_datr": self.extract_value(text, "_js_datr"),
+ "abra_csrf": self.extract_value(text, "abra_csrf"),
+ "datr": self.extract_value(text, "datr"),
+ }
+ self.lsd = self.extract_value(text, start_str='"LSD",[],{"token":"', end_str='"}')
+ self.dtsg = self.extract_value(text, start_str='"DTSGInitialData",[],{"token":"', end_str='"}')
+ self.cookies = cookies
+
+ async def fetch_sources(self, fetch_id: str) -> Sources:
+ if self.access_token is None:
+ url = "https://www.meta.ai/api/graphql/"
+ payload = {"lsd": self.lsd, 'fb_dtsg': self.dtsg}
+ headers = {'x-fb-lsd': self.lsd}
+ else:
+ url = "https://graph.meta.ai/graphql?locale=user"
+ payload = {"access_token": self.access_token}
+ headers = {}
+ payload = {
+ **payload,
+ "fb_api_caller_class": "RelayModern",
+ "fb_api_req_friendly_name": "AbraSearchPluginDialogQuery",
+ "variables": json.dumps({"abraMessageFetchID": fetch_id}),
+ "server_timestamps": "true",
+ "doc_id": "6946734308765963",
+ }
+ headers = {
+ "authority": "graph.meta.ai",
+ "x-fb-friendly-name": "AbraSearchPluginDialogQuery",
+ **headers
+ }
+ async with self.session.post(url, headers=headers, cookies=self.cookies, data=payload) as response:
+ await raise_for_status(response, "Fetch sources failed")
+ text = await response.text()
+ if "<h1>Something Went Wrong</h1>" in text:
+ raise ResponseError("Response: Something Went Wrong")
+ try:
+ response_json = json.loads(text)
+ message = response_json["data"]["message"]
+ if message is not None:
+ searchResults = message["searchResults"]
+ if searchResults is not None:
+ return Sources(searchResults["references"])
+ except (KeyError, TypeError, json.JSONDecodeError):
+ raise RuntimeError(f"Response: {text}")
+
+ @staticmethod
+ def extract_value(text: str, key: str = None, start_str = None, end_str = '",') -> str:
+ if start_str is None:
+ start_str = f'{key}":{{"value":"'
+ start = text.find(start_str)
+ if start >= 0:
+ start+= len(start_str)
+ end = text.find(end_str, start)
+ if end >= 0:
+ return text[start:end]
+
+def generate_offline_threading_id() -> str:
+ """
+ Generates an offline threading ID.
+
+ Returns:
+ str: The generated offline threading ID.
+ """
+ # Generate a random 64-bit integer
+ random_value = random.getrandbits(64)
+
+ # Get the current timestamp in milliseconds
+ timestamp = int(time.time() * 1000)
+
+ # Combine timestamp and random value
+ threading_id = (timestamp << 22) | (random_value & ((1 << 22) - 1))
+
+ return str(threading_id)