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URL: http://github.com/ZHO-ZHO-ZHO/ComfyUI-Gemini

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Gemini项目图

Gemini in ComfyUI

🆕 最新 Gemini 1.5 Pro 模型已加入!

G1 5发

  • 支持系统指令设置(System Instruction)
  • 支持多模态 + 多轮对话
  • 可以读取视频、音频等文件(上限 20G)
  • 支持输入的 token 上限达到了 104万8576
  • 目前速率限制比较严,每分钟只有 2 次,每天只有 1000 次

Dingtalk_20240411194828

已支持文件上传功能,不过还仅限于单个文件(图片、txt文件、pdf文件、音频mp3文件等),未来会支持多文件上传(用于读取视频)

All-in-One LoRa Training 预处理、自动打标、训练、测试 LoRA 一条龙工作流

All-in-One.LoRa.Training.mp4

V2.0 聊天机器人节点

12.22.mp4

将 Gemini pro vision 用于批量打标

12.30.mp4

项目介绍 | Info

  • 将 Google Gemini 引入到 ComfyUI 中,现在你可以用它为你生成提示词、描述图像,也可与它畅聊人生

  • 目前 Gemini API 免费开放(20240502 开始计费),你可以在这里申请一个自己的 API Key:Gemini API 申请

  • 最新 Gemini 1.5 Pro 模型:

    • 支持系统指令设置(System Instruction)
    • 支持多模态 + 多轮对话,
    • 可以读取视频、音频等文件(上限 20G)
    • 支持输入的 token 上限达到了 104万8576
    • 目前速率限制比较严,每分钟只有 2 次,每天只有 1000 次
  • 版本:V3.0 新增 Gemini 1.5 Pro 模型、系统指令、文件上传

详细说明 | Features

  • Gemini 目前提供 3 种模型:

    • Gemini-pro: 文本模型

    • Genimi-pro-vision: 文本 + 图像模型

    • Gemini 1.5 Pro:文本 + 图像 + 文件(音频、视频等各类) 模型

  • Gemini 1.5 Pro 新节点:

    • 🆕Gemini_15P_Advance_Zho:支持系统指令设置(System Instruction)

    • 🆕Gemini_15P_Chat_Advance_Zho:支持系统指令设置(System Instruction)+ 多轮对话

    • 📄Gemini_FileUpload_Zho:支持单文件上传(图片、音频、文本txt、pdf等),暂未支持视频(多文件)上传

    • 📄Gemini_File_Zho:文件读取对话,最大 token 数为 1048576

  • 2 类节点:

    • 隐式 API KEY:将 Gemini_API_Key 设置为了环境变量,更安全,方便分享工作流(不会外泄 API KEY)

      ㊙️Gemini_Zho:同时支持 3 种模型,其中 Genimi-pro-vision 和 Gemini 1.5 Pro 可接受图像作为输入

      ㊙️Gemini_Vsion_ImgURL_Zho:Genimi-pro-vision 和 Gemini 1.5 Pro 模型,接受图像链接作为输入

      ㊙️Gemini_Chat_Zho:Genimi-pro 和 Gemini 1.5 Pro 模型,支持上下文对话,聊天机器人,Gemini 1.5 Pro 支持图像输入的上下文对话

    • 显式API KEY:直接在节点中输入 Gemini_API_Key,仅供个人私密使用,请勿将包含 API KEY 的工作流分享出去

      ✨Gemini_API_Zho:同时支持 3 种模型,其中 Genimi-pro-vision 和 Gemini 1.5 Pro 可接受图像作为输入

      ✨Gemini_API_Vsion_ImgURL_Zho:Genimi-pro-vision 和 Gemini 1.5 Pro 模型,接受图像链接作为输入

      ✨Gemini_API_Chat_Zho::Genimi-pro 和 Gemini 1.5 Pro 模型,支持上下文对话,聊天机器人,Gemini 1.5 Pro 支持图像输入的上下文对话

  • 辅助节点:

    • ✨DisplayText_Zho:显示文本

    • ✨ConcatText_Zho:使用 “,” 连接文本

  • 节点示例:

Dingtalk_20231220180446

聊天机器人

image

参数说明 | Parameters

  • image(非必要):选择 Gemini-pro 时无需接入图像,选择 Genimi-pro-vision 时需要接入图像,选择 Gemini 1.5 Pro 既可接入也可不接
  • prompt:提示词
  • model_name:模型选择,Gemini-pro 或 Genimi-pro-vision 或 Gemini 1.5 Pro
  • stream:流式传输响应
  • api_key:输入 Gemini_API_Key (仅在显式节点上有)

使用方法 | How to use

  • 首先需要申请一个自己的 Gemini_API_Key:Gemini API 申请

  • 选择隐式节点㊙️(推荐):将你的 Gemini_API_Key 添加到 config.json 文件中,运行时会自动加载

  • 选择显示节点✨:直接将 Gemini_API_Key 输入到节点的 api_key 中(注意:请勿将包含此节点的工作流分享出去,以免泄露你的 API Key)

  • 使用注意:本地使用请确保你可以有效连接到 Google Gemini 的服务,推荐使用 Colab 或 Kaggle(无连接问题)

  • 使用新版 Gemini 1.5 Pro 需要更新依赖 google-generativeai > 0.4.1

安装 | Install

  • 推荐使用管理器 ComfyUI Manager 安装

  • 手动安装:

    1. cd custom_nodes
    2. git clone https://github.com/ZHO-ZHO-ZHO/ComfyUI-Gemini.git
    3. cd custom_nodes/ComfyUI-Gemini
    4. pip install -r requirements.txt
    5. 重启 ComfyUI

工作流 | Workflow

V3.0 平替 DALL·3

Gemini 1.5 Pro + Stable Diffusion + ComfyUI = DALL·3

Dingtalk_20240411195451

V2.0 工作流(隐式)(V1.1工作流依旧可用)

Gemini-pro Chatbot【Zho】

image

V1.1 工作流(隐式)

Gemini-pro【Zho】

Dingtalk_20231220183708

Genimi-pro-vision【Zho】

Dingtalk_20231220192932

Dingtalk_20231220190218

更新日志 | Changelog

20240411

  • V3.0版:新增 Gemini 1.5 Pro 模型、系统指令、文件上传

  • 新增 平替 DALL·3 工作流(Gemini 1.5 Pro + Stable Diffusion + ComfyUI = DALL·3)

20231229

20231222

  • V2.0版:新增上下文聊天节点,相当于聊天机器人
    • 💬Gemini_Chat_Zho(隐式)
    • 💬Gemini_API_Chat_Zho(显示)

20231221

  • V1.1版:修改 API KEY 的加载方式为自动添加 config.json ,将 API KEY 写入即可

  • 已登陆 manager 不用手动安装了

20231220

  • 实现 Genimi-pro-vision 模型调用,支持图像或图像链接输入
  • 增加隐式节点,更加安全
  • 增加辅助节点

20231219

  • 创建 ComfyUI Gemini 项目,实现 Gemini-pro 模型调用

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