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Diffstat (limited to 'g4f/Provider/MetaAI.py')
| -rw-r--r-- | g4f/Provider/MetaAI.py | 199 |
1 files changed, 199 insertions, 0 deletions
diff --git a/g4f/Provider/MetaAI.py b/g4f/Provider/MetaAI.py new file mode 100644 index 00000000..1831de63 --- /dev/null +++ b/g4f/Provider/MetaAI.py @@ -0,0 +1,199 @@ +import json +import uuid +import random +import time +import uuid +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 +from .base_provider import AsyncGeneratorProvider +from .helper import format_prompt, get_connector, get_cookies + +class MetaAI(AsyncGeneratorProvider): + url = "https://www.meta.ai" + working = True + + def __init__(self, proxy: str = None, connector: BaseConnector = None): + self.session = ClientSession(connector=get_connector(connector, proxy), headers=DEFAULT_HEADERS) + + @classmethod + async def create_async_generator( + cls, + model: str, + messages: Messages, + proxy: str = None, + **kwargs + ) -> AsyncResult: + #cookies = get_cookies(".meta.ai", False, True) + async for chunk in cls(proxy).prompt(format_prompt(messages)): + yield chunk + + async def get_access_token(self, cookies: Cookies, birthday: str = "1999-01-01") -> str: + url = "https://www.meta.ai/api/graphql/" + + payload = { + "lsd": cookies["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": cookies["lsd"], + "x-asbd-id": "129477", + "alt-used": "www.meta.ai", + "sec-fetch-site": "same-origin" + } + async with self.session.post(url, headers=headers, cookies=cookies, data=payload) as response: + await raise_for_status(response, "Fetch access_token failed") + auth_json = await response.json(content_type=None) + access_token = auth_json["data"]["xab_abra_accept_terms_of_service"]["new_temp_user_auth"]["access_token"] + return access_token + + async def prompt(self, message: str, cookies: Cookies = None) -> AsyncResult: + access_token = None + if cookies is None: + cookies = await self.get_cookies() + access_token = await self.get_access_token(cookies) + else: + cookies = await self.get_cookies(cookies) + + url = "https://graph.meta.ai/graphql?locale=user" + #url = "https://www.meta.ai/api/graphql/" + payload = { + "access_token": access_token, + #"lsd": cookies["lsd"], + "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", + } + headers = { + "x-asbd-id": "129477", + "x-fb-friendly-name": "useAbraSendMessageMutation", + #"x-fb-lsd": cookies["lsd"], + } + async with self.session.post(url, headers=headers, cookies=cookies, 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: + 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") + if streaming_state in ("STREAMING", "OVERALL_DONE"): + #imagine_card = bot_response_message["imagine_card"] + snippet = bot_response_message["snippet"] + yield snippet[last_snippet_len:] + last_snippet_len = len(snippet) + elif streaming_state == "OVERALL_DONE": + break + #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, cookies, access_token) + if sources is not None: + yield sources + + async def get_cookies(self, cookies: Cookies = None) -> dict: + 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 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"), + } + cookies["lsd"] = self.extract_value(text, start_str='"LSD",[],{"token":"', end_str='"}') + return cookies + + async def fetch_sources(self, fetch_id: str, cookies: Cookies, access_token: str) -> List[Dict]: + url = "https://graph.meta.ai/graphql?locale=user" + payload = { + "access_token": access_token, + "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", + } + async with self.session.post(url, headers=headers, cookies=cookies, data=payload) as response: + await raise_for_status(response) + response_json = await response.json() + try: + 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): + raise RuntimeError(f"Response: {response_json}") + + @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) + 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) + +class Sources(): + def __init__(self, list: List[Dict[str, str]]) -> None: + self.list = list + + def __str__(self) -> str: + return "\n\n" + ("\n".join([f"[{link['title']}]({link['link']})" for link in self.list]))
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