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author | Tekky <98614666+xtekky@users.noreply.github.com> | 2023-08-17 14:50:35 +0200 |
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committer | GitHub <noreply@github.com> | 2023-08-17 14:50:35 +0200 |
commit | e8066c1df55c429a72e0770ee0e30a0ffc03f019 (patch) | |
tree | c8bc44917ea03909cf586140f984ff0814bc30ea /g4f/Provider/H2o.py | |
parent | ~ | small fixes & new pypi version | v-0.0.1.9 (diff) | |
parent | refactor: refactor provider (diff) | |
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Diffstat (limited to 'g4f/Provider/H2o.py')
-rw-r--r-- | g4f/Provider/H2o.py | 98 |
1 files changed, 98 insertions, 0 deletions
diff --git a/g4f/Provider/H2o.py b/g4f/Provider/H2o.py new file mode 100644 index 00000000..c2492e59 --- /dev/null +++ b/g4f/Provider/H2o.py @@ -0,0 +1,98 @@ +import json +import uuid + +import requests + +from ..typing import Any, CreateResult +from .base_provider import BaseProvider + + +class H2o(BaseProvider): + url = "https://gpt-gm.h2o.ai" + working = True + supports_stream = True + + @staticmethod + def create_completion( + model: str, + messages: list[dict[str, str]], + stream: bool, + **kwargs: Any, + ) -> CreateResult: + conversation = "" + for message in messages: + conversation += "%s: %s\n" % (message["role"], message["content"]) + conversation += "assistant: " + + session = requests.Session() + + headers = {"Referer": "https://gpt-gm.h2o.ai/r/jGfKSwU"} + data = { + "ethicsModalAccepted": "true", + "shareConversationsWithModelAuthors": "true", + "ethicsModalAcceptedAt": "", + "activeModel": model, + "searchEnabled": "true", + } + session.post( + "https://gpt-gm.h2o.ai/settings", + headers=headers, + data=data, + ) + + headers = {"Referer": "https://gpt-gm.h2o.ai/"} + data = {"model": model} + + response = session.post( + "https://gpt-gm.h2o.ai/conversation", + headers=headers, + json=data, + ) + conversation_id = response.json()["conversationId"] + + data = { + "inputs": conversation, + "parameters": { + "temperature": kwargs.get("temperature", 0.4), + "truncate": kwargs.get("truncate", 2048), + "max_new_tokens": kwargs.get("max_new_tokens", 1024), + "do_sample": kwargs.get("do_sample", True), + "repetition_penalty": kwargs.get("repetition_penalty", 1.2), + "return_full_text": kwargs.get("return_full_text", False), + }, + "stream": True, + "options": { + "id": kwargs.get("id", str(uuid.uuid4())), + "response_id": kwargs.get("response_id", str(uuid.uuid4())), + "is_retry": False, + "use_cache": False, + "web_search_id": "", + }, + } + + response = session.post( + f"https://gpt-gm.h2o.ai/conversation/{conversation_id}", + headers=headers, + json=data, + ) + generated_text = response.text.replace("\n", "").split("data:") + generated_text = json.loads(generated_text[-1]) + + yield generated_text["generated_text"] + + @classmethod + @property + def params(cls): + params = [ + ("model", "str"), + ("messages", "list[dict[str, str]]"), + ("stream", "bool"), + ("temperature", "float"), + ("truncate", "int"), + ("max_new_tokens", "int"), + ("do_sample", "bool"), + ("repetition_penalty", "float"), + ("return_full_text", "bool"), + ] + param = ", ".join([": ".join(p) for p in params]) + return f"g4f.provider.{cls.__name__} supports: ({param})" |