diff --git a/nonebot_plugin_gemini/__init__.py b/nonebot_plugin_gemini/__init__.py index 083d5b0..3057441 100644 --- a/nonebot_plugin_gemini/__init__.py +++ b/nonebot_plugin_gemini/__init__.py @@ -1,18 +1,18 @@ import os import aiohttp -import google.generativeai as genai from io import BytesIO -from PIL import Image as PILImage +from typing import Union +from pathlib import Path from nonebot.typing import T_State from nonebot.matcher import Matcher from nonebot.adapters import Message, Event, Bot from nonebot import require, get_driver, on_command from nonebot.params import CommandArg, ArgPlainText -from google.generativeai.generative_models import ChatSession from nonebot.plugin import PluginMetadata, inherit_supported_adapters from .config import Config +from .gemini import Gemini, GeminiChatSession require("nonebot_plugin_alconna") require("nonebot_plugin_htmlrender") @@ -42,12 +42,7 @@ raise ValueError("GOOGLE_API_KEY 未配置, nonebot-plugin-gemini 无法运行") -genai.configure(api_key=GOOGLE_API_KEY) - -models = { - "gemini-pro": genai.GenerativeModel("gemini-pro"), - "gemini-pro-vision": genai.GenerativeModel("gemini-pro-vision"), -} +gemini = Gemini(GOOGLE_API_KEY, plugin_config.proxy) async def to_markdown(text: str) -> bytes: @@ -55,27 +50,19 @@ async def to_markdown(text: str) -> bytes: return await md_to_pic(text, width=800) -async def to_pil_image(image: Image) -> PILImage: +async def to_image_data(image: Image) -> Union[BytesIO, bytes]: if image.raw is not None: - return PILImage.open( - image.raw.getvalue() if isinstance(image.raw, BytesIO) else image.raw - ) - - try: - return PILImage.open(image.raw_bytes) - except ValueError: - pass + return image.raw if image.path is not None: - return PILImage.open(image.path) + return Path(image.path).read_bytes() if image.url is not None: async with aiohttp.ClientSession() as session: async with session.get(image.url) as resp: - data = await resp.read() - return PILImage.open(BytesIO(data)) + return await resp.read() - raise ValueError("无法获取图片") + raise ValueError("无法获取图片数据") chat = on_command("gemini", priority=10, block=True) @@ -87,34 +74,30 @@ async def _(event: Event, bot: Bot, message: Message = CommandArg()): uni_message = await UniMessage.generate(message=message, event=event, bot=bot) msg = [] - model = "gemini-pro" for seg in uni_message: if isinstance(seg, Text): msg.append(seg.text) elif isinstance(seg, Image): - model = "gemini-pro-vision" - msg.append(await to_pil_image(seg)) + msg.append(await to_image_data(seg)) if not msg: await chat.finish("未获取到有效输入，输入应为文本或图片") try: - resp = await models[model].generate_content_async(msg) + resp = await gemini.generate(msg) except Exception as e: await chat.finish(f"{type(e).__name__}: {e}") try: - result = resp.text - except ValueError: - result = "\n---\n".join( - [part.text for part in resp.candidates[0].content.parts] - ) + result = resp["candidates"][0]["content"]["parts"][0]["text"] + except KeyError: + result = "未获取到有效回复" await chat.finish( await UniMessage(Image(raw=await to_markdown(result))).export() - if len(result) > 500 + if len(result) > plugin_config.image_render_length else result.strip() ) @@ -126,7 +109,7 @@ async def start_conversation( if args.extract_plain_text() != "": matcher.set_arg(key="msg", message=args) - state["gemini_chat_session"] = models["gemini-pro"].start_chat(history=[]) + state["gemini_chat_session"] = GeminiChatSession(GOOGLE_API_KEY, plugin_config.proxy) @conversation.got("msg", prompt="对话开始") @@ -134,22 +117,20 @@ async def got_message(state: T_State, msg: str = ArgPlainText()): if msg in ["结束", "结束对话", "结束会话", "stop", "quit"]: await conversation.finish("对话结束") - chat_session: ChatSession = state["gemini_chat_session"] + chat_session: GeminiChatSession = state["gemini_chat_session"] try: - resp = await chat_session.send_message_async(msg) + resp = await chat_session.send_message(msg) except Exception as e: await conversation.finish(f"发生意外错误，对话已结束\n{type(e).__name__}: {e}") try: - result = resp.text - except ValueError: - result = "\n---\n".join( - [part.text for part in resp.candidates[0].content.parts] - ) + result = resp["candidates"][0]["content"]["parts"][0]["text"] + except KeyError: + result = "未获取到有效回复" await conversation.reject( await UniMessage(Image(raw=await to_markdown(result))).export() - if len(result) > 500 + if len(result) > plugin_config.image_render_length else result.strip() ) diff --git a/nonebot_plugin_gemini/config.py b/nonebot_plugin_gemini/config.py index c4d1682..7676028 100644 --- a/nonebot_plugin_gemini/config.py +++ b/nonebot_plugin_gemini/config.py @@ -4,3 +4,5 @@ class Config(BaseModel): google_api_key: Optional[str] = None + proxy: Optional[str] = None + image_render_length: Optional[int] = 500 diff --git a/nonebot_plugin_gemini/gemini.py b/nonebot_plugin_gemini/gemini.py new file mode 100644 index 0000000..6932e6d --- /dev/null +++ b/nonebot_plugin_gemini/gemini.py @@ -0,0 +1,85 @@ +import fleep +import base64 +import aiohttp +from io import BytesIO +from typing import List, Union + +from .model import Response as GeminiResponse + + +class Gemini: + def __init__(self, google_api_key: str, proxy: str = None): + self._proxy = proxy + self._google_api_key = google_api_key + + async def generate( + self, + contents: Union[List[Union[str, bytes, BytesIO]], str] = "", + *, + _contents: list = None, + ) -> GeminiResponse: + model = "gemini-pro" + + if isinstance(contents, str): + parts = [{"text": contents}] + elif isinstance(contents, list): + parts = [] + for content in contents: + if isinstance(content, str): + parts.append({"text": content}) + elif isinstance(content, (bytes, BytesIO)): + model = "gemini-pro-vision" + info = fleep.get(content[:128]) + parts.append( + { + "inline_data": { + "mime_type": info.mime[0], + "data": self._to_b64(content), + } + } + ) + else: + raise ValueError("Unsupported content type") + else: + raise ValueError("Unsupported contents type") + + async with aiohttp.ClientSession() as session: + async with session.post( + f"https://generativelanguage.googleapis.com/v1beta/models/{model}:generateContent?key={self._google_api_key}", + json={ + "contents": [ + { + "parts": parts, + } + ] + if _contents is None + else _contents # 给 GeminiChatSession 用的 + }, + proxy=self._proxy, + ) as resp: + if resp.status != 200: + raise Exception(f'Status code: {resp.status}, message: {(await resp.json())["error"]["message"]}') + + data: GeminiResponse = await resp.json() + return data + + def _to_b64(self, content: Union[bytes, BytesIO]) -> str: + if isinstance(content, bytes): + return base64.b64encode(content).decode() + elif isinstance(content, BytesIO): + return base64.b64encode(content.getvalue()).decode() + else: + raise ValueError("Unsupported content type") + + +class GeminiChatSession(Gemini): + def __init__(self, google_api_key: str, proxy: str = None): + self.history = [] + + super().__init__(google_api_key, proxy) + + async def send_message(self, message: str) -> GeminiResponse: + self.history.append({"role": "user", "parts": [{"text": message}]}) + resp = await self.generate(_contents=self.history) + self.history.append(resp["candidates"][0]["content"]) + return resp diff --git a/nonebot_plugin_gemini/model.py b/nonebot_plugin_gemini/model.py new file mode 100644 index 0000000..653e43b --- /dev/null +++ b/nonebot_plugin_gemini/model.py @@ -0,0 +1,31 @@ +from typing import List, TypedDict + + +class Part(TypedDict): + text: str + + +class Content(TypedDict): + parts: List[Part] + role: str + + +class SafetyRating(TypedDict): + category: str + probability: str + + +class Candidate(TypedDict): + content: Content + finishReason: str + index: int + safetyRatings: List[SafetyRating] + + +class PromptFeedback(TypedDict): + safetyRatings: List[SafetyRating] + + +class Response(TypedDict): + candidates: List[Candidate] + promptFeedback: PromptFeedback diff --git a/pdm.lock b/pdm.lock index d3ebc37..9799b55 100644 --- a/pdm.lock +++ b/pdm.lock @@ -5,7 +5,7 @@ groups = ["default"] strategy = ["cross_platform", "inherit_metadata"] lock_version = "4.4.1" -content_hash = "sha256:fd1976c169500fd7f117c897b0d445cf8ce24ae28a8834f1a69043054ee3ec24" +content_hash = "sha256:5dcda604224b21338bceb38a1ce954c5f700707b07c126df09062c24b520ce0c" [[package]] name = "aiofiles" @@ -181,99 +181,6 @@ files = [ {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"}, ] -[[package]] -name = "cachetools" -version = "5.3.2" -requires_python = ">=3.7" -summary = "Extensible memoizing collections and decorators" -groups = ["default"] -files = [ - 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"colorama; platform_system == \"Windows\"", -] -files = [ - {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"}, - {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"}, -] - [[package]] name = "typing-extensions" version = "4.9.0" @@ -1469,17 +1045,6 @@ files = [ {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"}, ] -[[package]] -name = "urllib3" -version = "2.1.0" -requires_python = ">=3.8" -summary = "HTTP library with thread-safe connection pooling, file post, and more." -groups = ["default"] -files = [ - {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"}, - {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"}, -] - [[package]] name = "uvicorn" version = "0.25.0" diff --git a/pyproject.toml b/pyproject.toml index beb4703..6b1af7e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,8 +9,6 @@ dependencies = [ "nonebot2>=2.1.3", "nonebot-plugin-alconna>=0.35.1", "nonebot-plugin-htmlrender>=0.2.3", - "google-generativeai>=0.3.2", - "Pillow>=10.2.0", "aiohttp>=3.9.1", ] requires-python = ">=3.9"