feat: add remixGenerate const

feat: gemini 3 thinking level gemini-3-pro-preview-high

.env.example

@@ -63,10 +63,13 @@
 # 是否统计图片token
 # GET_MEDIA_TOKEN=true
 # 是否在非流（stream=false）情况下统计图片token
-# GET_MEDIA_TOKEN_NOT_STREAM=true
+# GET_MEDIA_TOKEN_NOT_STREAM=false
 # 设置 Dify 渠道是否输出工作流和节点信息到客户端
 # DIFY_DEBUG=true
 
+# LinuxDo相关配置
+LINUX_DO_TOKEN_ENDPOINT=https://connect.linux.do/oauth2/token
+LINUX_DO_USER_ENDPOINT=https://connect.linux.do/api/user
 
 # 节点类型
 # 如果是主节点则为master

.github/workflows/release.yml

@@ -22,6 +22,10 @@ jobs:
         uses: actions/checkout@v3
         with:
           fetch-depth: 0
+      - name: Determine Version
+        run: |
+          VERSION=$(git describe --tags)
+          echo "VERSION=$VERSION" >> $GITHUB_ENV
       - uses: oven-sh/setup-bun@v2
         with:
           bun-version: latest
@@ -31,7 +35,7 @@ jobs:
         run: |
           cd web
           bun install
-          DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$(git describe --tags) bun run build
+          DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$VERSION bun run build
           cd ..
       - name: Set up Go
         uses: actions/setup-go@v3
@@ -40,13 +44,11 @@ jobs:
       - name: Build Backend (amd64)
         run: |
           go mod download
-          VERSION=$(git describe --tags)
           go build -ldflags "-s -w -X 'new-api/common.Version=$VERSION' -extldflags '-static'" -o new-api-$VERSION
       - name: Build Backend (arm64)
         run: |
           sudo apt-get update
           DEBIAN_FRONTEND=noninteractive sudo apt-get install -y gcc-aarch64-linux-gnu
-          VERSION=$(git describe --tags)
           CC=aarch64-linux-gnu-gcc CGO_ENABLED=1 GOOS=linux GOARCH=arm64 go build -ldflags "-s -w -X 'new-api/common.Version=$VERSION' -extldflags '-static'" -o new-api-arm64-$VERSION
       - name: Release
         uses: softprops/action-gh-release@v2
@@ -65,6 +67,10 @@ jobs:
         uses: actions/checkout@v3
         with:
           fetch-depth: 0
+      - name: Determine Version
+        run: |
+          VERSION=$(git describe --tags)
+          echo "VERSION=$VERSION" >> $GITHUB_ENV
       - uses: oven-sh/setup-bun@v2
         with:
           bun-version: latest
@@ -75,7 +81,7 @@ jobs:
         run: |
           cd web
           bun install
-          DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$(git describe --tags) bun run build
+          DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$VERSION bun run build
           cd ..
       - name: Set up Go
         uses: actions/setup-go@v3
@@ -84,7 +90,6 @@ jobs:
       - name: Build Backend
         run: |
           go mod download
-          VERSION=$(git describe --tags)
           go build -ldflags "-X 'new-api/common.Version=$VERSION'" -o new-api-macos-$VERSION
       - name: Release
         uses: softprops/action-gh-release@v2
@@ -105,6 +110,10 @@ jobs:
         uses: actions/checkout@v3
         with:
           fetch-depth: 0
+      - name: Determine Version
+        run: |
+          VERSION=$(git describe --tags)
+          echo "VERSION=$VERSION" >> $GITHUB_ENV
       - uses: oven-sh/setup-bun@v2
         with:
           bun-version: latest
@@ -114,7 +123,7 @@ jobs:
         run: |
           cd web
           bun install
-          DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$(git describe --tags) bun run build
+          DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$VERSION bun run build
           cd ..
       - name: Set up Go
         uses: actions/setup-go@v3
@@ -123,7 +132,6 @@ jobs:
       - name: Build Backend
         run: |
           go mod download
-          VERSION=$(git describe --tags)
           go build -ldflags "-s -w -X 'new-api/common.Version=$VERSION'" -o new-api-$VERSION.exe
       - name: Release
         uses: softprops/action-gh-release@v2
@@ -132,5 +140,3 @@ jobs:
           files: new-api-*.exe
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
-

.gitignore

@@ -16,6 +16,9 @@ new-api
 tiktoken_cache
 .eslintcache
 .gocache
+.cache
+web/bun.lock
 
 electron/node_modules
 electron/dist
+data/

README.en.md

@@ -1,19 +1,17 @@
-<p align="right">
-   <a href="./README.md">中文</a> | <strong>English</strong> | <a href="./README.fr.md">Français</a> | <a href="./README.ja.md">日本語</a>
-</p>
-
-> [!NOTE]
-> **MT (Machine Translation)**: This document is machine translated. For the most accurate information, please refer to the [Chinese version](./README.md).
-
 <div align="center">
 
 ![new-api](/web/public/logo.png)
 
 # New API
 
-🍥 Next-Generation Large Model Gateway and AI Asset Management System
+🍥 **Next-Generation Large Model Gateway and AI Asset Management System**
 
-<a href="https://trendshift.io/repositories/8227" target="_blank"><img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<p align="center">
+  <a href="./README.md">中文</a> | 
+  <strong>English</strong> | 
+  <a href="./README.fr.md">Français</a> | 
+  <a href="./README.ja.md">日本語</a>
+</p>
 
 <p align="center">
   <a href="https://raw.githubusercontent.com/Calcium-Ion/new-api/main/LICENSE">
@@ -32,6 +30,21 @@
     <img src="https://goreportcard.com/badge/github.com/Calcium-Ion/new-api" alt="GoReportCard">
   </a>
 </p>
+
+<p align="center">
+  <a href="https://trendshift.io/repositories/8227" target="_blank">
+    <img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/>
+  </a>
+</p>
+
+<p align="center">
+  <a href="#-quick-start">Quick Start</a> •
+  <a href="#-key-features">Key Features</a> •
+  <a href="#-deployment">Deployment</a> •
+  <a href="#-documentation">Documentation</a> •
+  <a href="#-help-support">Help</a>
+</p>
+
 </div>
 
 ## 📝 Project Description
@@ -40,186 +53,397 @@
 > This is an open-source project developed based on [One API](https://github.com/songquanpeng/one-api)
 
 > [!IMPORTANT]  
-> - This project is for personal learning purposes only, with no guarantee of stability or technical support.
-> - Users must comply with OpenAI's [Terms of Use](https://openai.com/policies/terms-of-use) and **applicable laws and regulations**, and must not use it for illegal purposes.
+> - This project is for personal learning purposes only, with no guarantee of stability or technical support
+> - Users must comply with OpenAI's [Terms of Use](https://openai.com/policies/terms-of-use) and **applicable laws and regulations**, and must not use it for illegal purposes
 > - According to the [《Interim Measures for the Management of Generative Artificial Intelligence Services》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm), please do not provide any unregistered generative AI services to the public in China.
 
-<h2>🤝 Trusted Partners</h2>
-<p id="premium-sponsors">&nbsp;</p>
-<p align="center"><strong>No particular order</strong></p>
+---
+
+## 🤝 Trusted Partners
+
 <p align="center">
-  <a href="https://www.cherry-ai.com/" target=_blank><img
-    src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="120"
-  /></a>
-  <a href="https://bda.pku.edu.cn/" target=_blank><img
-    src="./docs/images/pku.png" alt="Peking University" height="120"
-  /></a>
-  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target=_blank><img
-    src="./docs/images/ucloud.png" alt="UCloud" height="120"
-  /></a>
-  <a href="https://www.aliyun.com/" target=_blank><img
-    src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="120"
-  /></a>
-  <a href="https://io.net/" target=_blank><img
-    src="./docs/images/io-net.png" alt="IO.NET" height="120"
-  /></a>
+  <em>No particular order</em>
 </p>
-<p>&nbsp;</p>
 
-## 📚 Documentation
+<p align="center">
+  <a href="https://www.cherry-ai.com/" target="_blank">
+    <img src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="80" />
+  </a>
+  <a href="https://bda.pku.edu.cn/" target="_blank">
+    <img src="./docs/images/pku.png" alt="Peking University" height="80" />
+  </a>
+  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
+    <img src="./docs/images/ucloud.png" alt="UCloud" height="80" />
+  </a>
+  <a href="https://www.aliyun.com/" target="_blank">
+    <img src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="80" />
+  </a>
+  <a href="https://io.net/" target="_blank">
+    <img src="./docs/images/io-net.png" alt="IO.NET" height="80" />
+  </a>
+</p>
 
-For detailed documentation, please visit our official Wiki: [https://docs.newapi.pro/](https://docs.newapi.pro/)
+---
 
-You can also access the AI-generated DeepWiki:
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+## 🙏 Special Thanks
 
-## ✨ Key Features
+<p align="center">
+  <a href="https://www.jetbrains.com/?from=new-api" target="_blank">
+    <img src="https://resources.jetbrains.com/storage/products/company/brand/logos/jb_beam.png" alt="JetBrains Logo" width="120" />
+  </a>
+</p>
 
-New API offers a wide range of features, please refer to [Features Introduction](https://docs.newapi.pro/wiki/features-introduction) for details:
+<p align="center">
+  <strong>Thanks to <a href="https://www.jetbrains.com/?from=new-api">JetBrains</a> for providing free open-source development license for this project</strong>
+</p>
 
-1. 🎨 Brand new UI interface
-2. 🌍 Multi-language support
-3. 💰 Online recharge functionality, currently supports EPay and Stripe
-4. 🔍 Support for querying usage quotas with keys (works with [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool))
-5. 🔄 Compatible with the original One API database
-6. 💵 Support for pay-per-use model pricing
-7. ⚖️ Support for weighted random channel selection
-8. 📈 Data dashboard (console)
-9. 🔒 Token grouping and model restrictions
-10. 🤖 Support for more authorization login methods (LinuxDO, Telegram, OIDC)
-11. 🔄 Support for Rerank models (Cohere and Jina), [API Documentation](https://docs.newapi.pro/api/jinaai-rerank)
-12. ⚡ Support for OpenAI Realtime API (including Azure channels), [API Documentation](https://docs.newapi.pro/api/openai-realtime)
-13. ⚡ Support for **OpenAI Responses** format, [API Documentation](https://docs.newapi.pro/api/openai-responses)
-14. ⚡ Support for **Claude Messages** format, [API Documentation](https://docs.newapi.pro/api/anthropic-chat)
-15. ⚡ Support for **Google Gemini** format, [API Documentation](https://docs.newapi.pro/api/google-gemini-chat/)
-16. 🧠 Support for setting reasoning effort through model name suffixes:
-    1. OpenAI o-series models
-        - Add `-high` suffix for high reasoning effort (e.g.: `o3-mini-high`)
-        - Add `-medium` suffix for medium reasoning effort (e.g.: `o3-mini-medium`)
-        - Add `-low` suffix for low reasoning effort (e.g.: `o3-mini-low`)
-    2. Claude thinking models
-        - Add `-thinking` suffix to enable thinking mode (e.g.: `claude-3-7-sonnet-20250219-thinking`)
-17. 🔄 Thinking-to-content functionality
-18. 🔄 Model rate limiting for users
-19. 🔄 Request format conversion functionality, supporting the following three format conversions:
-    1. OpenAI Chat Completions => Claude Messages
-    2. Claude Messages => OpenAI Chat Completions (can be used for Claude Code to call third-party models)
-    3. OpenAI Chat Completions => Gemini Chat
-20. 💰 Cache billing support, which allows billing at a set ratio when cache is hit:
-    1. Set the `Prompt Cache Ratio` option in `System Settings-Operation Settings`
-    2. Set `Prompt Cache Ratio` in the channel, range 0-1, e.g., setting to 0.5 means billing at 50% when cache is hit
-    3. Supported channels:
-        - [x] OpenAI
-        - [x] Azure
-        - [x] DeepSeek
-        - [x] Claude
+---
 
-## Model Support
+## 🚀 Quick Start
 
-This version supports multiple models, please refer to [API Documentation-Relay Interface](https://docs.newapi.pro/api) for details:
+### Using Docker Compose (Recommended)
 
-1. Third-party models **gpts** (gpt-4-gizmo-*)
-2. Third-party channel [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) interface, [API Documentation](https://docs.newapi.pro/api/midjourney-proxy-image)
-3. Third-party channel [Suno API](https://github.com/Suno-API/Suno-API) interface, [API Documentation](https://docs.newapi.pro/api/suno-music)
-4. Custom channels, supporting full call address input
-5. Rerank models ([Cohere](https://cohere.ai/) and [Jina](https://jina.ai/)), [API Documentation](https://docs.newapi.pro/api/jinaai-rerank)
-6. Claude Messages format, [API Documentation](https://docs.newapi.pro/api/anthropic-chat)
-7. Google Gemini format, [API Documentation](https://docs.newapi.pro/api/google-gemini-chat/)
-8. Dify, currently only supports chatflow
-9. For more interfaces, please refer to [API Documentation](https://docs.newapi.pro/api)
-
-## Environment Variable Configuration
-
-For detailed configuration instructions, please refer to [Installation Guide-Environment Variables Configuration](https://docs.newapi.pro/installation/environment-variables):
-
-- `GENERATE_DEFAULT_TOKEN`: Whether to generate initial tokens for newly registered users, default is `false`
-- `STREAMING_TIMEOUT`: Streaming response timeout, default is 300 seconds
-- `DIFY_DEBUG`: Whether to output workflow and node information for Dify channels, default is `true`
-- `GET_MEDIA_TOKEN`: Whether to count image tokens, default is `true`
-- `GET_MEDIA_TOKEN_NOT_STREAM`: Whether to count image tokens in non-streaming cases, default is `true`
-- `UPDATE_TASK`: Whether to update asynchronous tasks (Midjourney, Suno), default is `true`
-- `GEMINI_VISION_MAX_IMAGE_NUM`: Maximum number of images for Gemini models, default is `16`
-- `MAX_FILE_DOWNLOAD_MB`: Maximum file download size in MB, default is `20`
-- `CRYPTO_SECRET`: Encryption key used for encrypting Redis database content
-- `AZURE_DEFAULT_API_VERSION`: Azure channel default API version, default is `2025-04-01-preview`
-- `NOTIFICATION_LIMIT_DURATION_MINUTE`: Notification limit duration, default is `10` minutes
-- `NOTIFY_LIMIT_COUNT`: Maximum number of user notifications within the specified duration, default is `2`
-- `ERROR_LOG_ENABLED=true`: Whether to record and display error logs, default is `false`
-
-## Deployment
-
-For detailed deployment guides, please refer to [Installation Guide-Deployment Methods](https://docs.newapi.pro/installation):
-
-> [!TIP]
-> Latest Docker image: `calciumion/new-api:latest`
-
-### Multi-machine Deployment Considerations
-- Environment variable `SESSION_SECRET` must be set, otherwise login status will be inconsistent across multiple machines
-- If sharing Redis, `CRYPTO_SECRET` must be set, otherwise Redis content cannot be accessed across multiple machines
-
-### Deployment Requirements
-- Local database (default): SQLite (Docker deployment must mount the `/data` directory)
-- Remote database: MySQL version >= 5.7.8, PgSQL version >= 9.6
-
-### Deployment Methods
-
-#### Using BaoTa Panel Docker Feature
-Install BaoTa Panel (version **9.2.0** or above), find **New-API** in the application store and install it.
-[Tutorial with images](./docs/BT.md)
-
-#### Using Docker Compose (Recommended)
-```shell
-# Download the project
-git clone https://github.com/Calcium-Ion/new-api.git
+```bash
+# Clone the project
+git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-# Edit docker-compose.yml as needed
-# Start
+
+# Edit docker-compose.yml configuration
+nano docker-compose.yml
+
+# Start the service
 docker-compose up -d
 ```
 
-#### Using Docker Image Directly
-```shell
-# Using SQLite
-docker run --name new-api -d --restart always -p 3000:3000 -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+<details>
+<summary><strong>Using Docker Commands</strong></summary>
+
+```bash
+# Pull the latest image
+docker pull calciumion/new-api:latest
+
+# Using SQLite (default)
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
 
 # Using MySQL
-docker run --name new-api -d --restart always -p 3000:3000 -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
 ```
 
-## Channel Retry and Cache
-Channel retry functionality has been implemented, you can set the number of retries in `Settings->Operation Settings->General Settings->Failure Retry Count`, **recommended to enable caching** functionality.
+> **💡 Tip:** `-v ./data:/data` will save data in the `data` folder of the current directory, you can also change it to an absolute path like `-v /your/custom/path:/data`
 
-### Cache Configuration Method
-1. `REDIS_CONN_STRING`: Set Redis as cache
-2. `MEMORY_CACHE_ENABLED`: Enable memory cache (no need to set manually if Redis is set)
+</details>
 
-## API Documentation
+---
 
-For detailed API documentation, please refer to [API Documentation](https://docs.newapi.pro/api):
+🎉 After deployment is complete, visit `http://localhost:3000` to start using!
 
-- [Chat API (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
-- [Response API (Responses)](https://docs.newapi.pro/api/openai-responses)
-- [Image API (Image)](https://docs.newapi.pro/api/openai-image)
-- [Rerank API (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
-- [Realtime Chat API (Realtime)](https://docs.newapi.pro/api/openai-realtime)
-- [Claude Chat API](https://docs.newapi.pro/api/anthropic-chat)
-- [Google Gemini Chat API](https://docs.newapi.pro/api/google-gemini-chat)
+📖 For more deployment methods, please refer to [Deployment Guide](https://docs.newapi.pro/installation)
 
-## Related Projects
-- [One API](https://github.com/songquanpeng/one-api): Original project
-- [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy): Midjourney interface support
-- [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool): Query usage quota with key
+---
 
-Other projects based on New API:
-- [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon): High-performance optimized version of New API
+## 📚 Documentation
 
-## Help and Support
+<div align="center">
 
-If you have any questions, please refer to [Help and Support](https://docs.newapi.pro/support):
-- [Community Interaction](https://docs.newapi.pro/support/community-interaction)
-- [Issue Feedback](https://docs.newapi.pro/support/feedback-issues)
-- [FAQ](https://docs.newapi.pro/support/faq)
+### 📖 [Official Documentation](https://docs.newapi.pro/) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+
+</div>
+
+**Quick Navigation:**
+
+| Category | Link |
+|------|------|
+| 🚀 Deployment Guide | [Installation Documentation](https://docs.newapi.pro/installation) |
+| ⚙️ Environment Configuration | [Environment Variables](https://docs.newapi.pro/installation/environment-variables) |
+| 📡 API Documentation | [API Documentation](https://docs.newapi.pro/api) |
+| ❓ FAQ | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/support/community-interaction) |
+
+---
+
+## ✨ Key Features
+
+> For detailed features, please refer to [Features Introduction](https://docs.newapi.pro/wiki/features-introduction)
+
+### 🎨 Core Functions
+
+| Feature | Description |
+|------|------|
+| 🎨 New UI | Modern user interface design |
+| 🌍 Multi-language | Supports Chinese, English, French, Japanese |
+| 🔄 Data Compatibility | Fully compatible with the original One API database |
+| 📈 Data Dashboard | Visual console and statistical analysis |
+| 🔒 Permission Management | Token grouping, model restrictions, user management |
+
+### 💰 Payment and Billing
+
+- ✅ Online recharge (EPay, Stripe)
+- ✅ Pay-per-use model pricing
+- ✅ Cache billing support (OpenAI, Azure, DeepSeek, Claude, Qwen and all supported models)
+- ✅ Flexible billing policy configuration
+
+### 🔐 Authorization and Security
+
+- 😈 Discord authorization login
+- 🤖 LinuxDO authorization login
+- 📱 Telegram authorization login
+- 🔑 OIDC unified authentication
+
+### 🚀 Advanced Features
+
+**API Format Support:**
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/api/openai-responses)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/api/openai-realtime) (including Azure)
+- ⚡ [Claude Messages](https://docs.newapi.pro/api/anthropic-chat)
+- ⚡ [Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+- 🔄 [Rerank Models](https://docs.newapi.pro/api/jinaai-rerank) (Cohere, Jina)
+
+**Intelligent Routing:**
+- ⚖️ Channel weighted random
+- 🔄 Automatic retry on failure
+- 🚦 User-level model rate limiting
+
+**Format Conversion:**
+- 🔄 OpenAI ⇄ Claude Messages
+- 🔄 OpenAI ⇄ Gemini Chat
+- 🔄 Thinking-to-content functionality
+
+**Reasoning Effort Support:**
+
+<details>
+<summary>View detailed configuration</summary>
+
+**OpenAI series models:**
+- `o3-mini-high` - High reasoning effort
+- `o3-mini-medium` - Medium reasoning effort
+- `o3-mini-low` - Low reasoning effort
+- `gpt-5-high` - High reasoning effort
+- `gpt-5-medium` - Medium reasoning effort
+- `gpt-5-low` - Low reasoning effort
+
+**Claude thinking models:**
+- `claude-3-7-sonnet-20250219-thinking` - Enable thinking mode
+
+**Google Gemini series models:**
+- `gemini-2.5-flash-thinking` - Enable thinking mode
+- `gemini-2.5-flash-nothinking` - Disable thinking mode
+- `gemini-2.5-pro-thinking` - Enable thinking mode
+- `gemini-2.5-pro-thinking-128` - Enable thinking mode with thinking budget of 128 tokens
+- You can also append `-low`, `-medium`, or `-high` to any Gemini model name to request the corresponding reasoning effort (no extra thinking-budget suffix needed).
+
+</details>
+
+---
+
+## 🤖 Model Support
+
+> For details, please refer to [API Documentation - Relay Interface](https://docs.newapi.pro/api)
+
+| Model Type | Description | Documentation |
+|---------|------|------|
+| 🤖 OpenAI GPTs | gpt-4-gizmo-* series | - |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://docs.newapi.pro/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://docs.newapi.pro/api/suno-music) |
+| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/api/jinaai-rerank) |
+| 💬 Claude | Messages format | [Documentation](https://docs.newapi.pro/api/anthropic-chat) |
+| 🌐 Gemini | Google Gemini format | [Documentation](https://docs.newapi.pro/api/google-gemini-chat/) |
+| 🔧 Dify | ChatFlow mode | - |
+| 🎯 Custom | Supports complete call address | - |
+
+### 📡 Supported Interfaces
+
+<details>
+<summary>View complete interface list</summary>
+
+- [Chat Interface (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
+- [Response Interface (Responses)](https://docs.newapi.pro/api/openai-responses)
+- [Image Interface (Image)](https://docs.newapi.pro/api/openai-image)
+- [Audio Interface (Audio)](https://docs.newapi.pro/api/openai-audio)
+- [Video Interface (Video)](https://docs.newapi.pro/api/openai-video)
+- [Embedding Interface (Embeddings)](https://docs.newapi.pro/api/openai-embeddings)
+- [Rerank Interface (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
+- [Realtime Conversation (Realtime)](https://docs.newapi.pro/api/openai-realtime)
+- [Claude Chat](https://docs.newapi.pro/api/anthropic-chat)
+- [Google Gemini Chat](https://docs.newapi.pro/api/google-gemini-chat/)
+
+</details>
+
+---
+
+## 🚢 Deployment
+
+> [!TIP]
+> **Latest Docker image:** `calciumion/new-api:latest`
+
+### 📋 Deployment Requirements
+
+| Component | Requirement |
+|------|------|
+| **Local database** | SQLite (Docker must mount `/data` directory)|
+| **Remote database** | MySQL ≥ 5.7.8 or PostgreSQL ≥ 9.6 |
+| **Container engine** | Docker / Docker Compose |
+
+### ⚙️ Environment Variable Configuration
+
+<details>
+<summary>Common environment variable configuration</summary>
+
+| Variable Name | Description | Default Value |
+|--------|------|--------|
+| `SESSION_SECRET` | Session secret (required for multi-machine deployment) | - |
+| `CRYPTO_SECRET` | Encryption secret (required for Redis) | - |
+| `SQL_DSN` | Database connection string | - |
+| `REDIS_CONN_STRING` | Redis connection string | - |
+| `STREAMING_TIMEOUT` | Streaming timeout (seconds) | `300` |
+| `STREAM_SCANNER_MAX_BUFFER_MB` | Max per-line buffer (MB) for the stream scanner; increase when upstream sends huge image/base64 payloads | `64` |
+| `AZURE_DEFAULT_API_VERSION` | Azure API version | `2025-04-01-preview` |
+| `ERROR_LOG_ENABLED` | Error log switch | `false` |
+
+📖 **Complete configuration:** [Environment Variables Documentation](https://docs.newapi.pro/installation/environment-variables)
+
+</details>
+
+### 🔧 Deployment Methods
+
+<details>
+<summary><strong>Method 1: Docker Compose (Recommended)</strong></summary>
+
+```bash
+# Clone the project
+git clone https://github.com/QuantumNous/new-api.git
+cd new-api
+
+# Edit configuration
+nano docker-compose.yml
+
+# Start service
+docker-compose up -d
+```
+
+</details>
+
+<details>
+<summary><strong>Method 2: Docker Commands</strong></summary>
+
+**Using SQLite:**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
+
+**Using MySQL:**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
+
+> **💡 Path explanation:** 
+> - `./data:/data` - Relative path, data saved in the data folder of the current directory
+> - You can also use absolute path, e.g.: `/your/custom/path:/data`
+
+</details>
+
+<details>
+<summary><strong>Method 3: BaoTa Panel</strong></summary>
+
+1. Install BaoTa Panel (≥ 9.2.0 version)
+2. Search for **New-API** in the application store
+3. One-click installation
+
+📖 [Tutorial with images](./docs/BT.md)
+
+</details>
+
+### ⚠️ Multi-machine Deployment Considerations
+
+> [!WARNING]
+> - **Must set** `SESSION_SECRET` - Otherwise login status inconsistent
+> - **Shared Redis must set** `CRYPTO_SECRET` - Otherwise data cannot be decrypted
+
+### 🔄 Channel Retry and Cache
+
+**Retry configuration:** `Settings → Operation Settings → General Settings → Failure Retry Count`
+
+**Cache configuration:**
+- `REDIS_CONN_STRING`: Redis cache (recommended)
+- `MEMORY_CACHE_ENABLED`: Memory cache
+
+---
+
+## 🔗 Related Projects
+
+### Upstream Projects
+
+| Project | Description |
+|------|------|
+| [One API](https://github.com/songquanpeng/one-api) | Original project base |
+| [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy) | Midjourney interface support |
+
+### Supporting Tools
+
+| Project | Description |
+|------|------|
+| [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool) | Key quota query tool |
+| [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon) | New API high-performance optimized version |
+
+---
+
+## 💬 Help Support
+
+### 📖 Documentation Resources
+
+| Resource | Link |
+|------|------|
+| 📘 FAQ | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/support/community-interaction) |
+| 🐛 Issue Feedback | [Issue Feedback](https://docs.newapi.pro/support/feedback-issues) |
+| 📚 Complete Documentation | [Official Documentation](https://docs.newapi.pro/support) |
+
+### 🤝 Contribution Guide
+
+Welcome all forms of contribution!
+
+- 🐛 Report Bugs
+- 💡 Propose New Features
+- 📝 Improve Documentation
+- 🔧 Submit Code
+
+---
 
 ## 🌟 Star History
 
+<div align="center">
+
 [![Star History Chart](https://api.star-history.com/svg?repos=Calcium-Ion/new-api&type=Date)](https://star-history.com/#Calcium-Ion/new-api&Date)
+
+</div>
+
+---
+
+<div align="center">
+
+### 💖 Thank you for using New API
+
+If this project is helpful to you, welcome to give us a ⭐️ Star！
+
+**[Official Documentation](https://docs.newapi.pro/)** • **[Issue Feedback](https://github.com/Calcium-Ion/new-api/issues)** • **[Latest Release](https://github.com/Calcium-Ion/new-api/releases)**
+
+<sub>Built with ❤️ by QuantumNous</sub>
+
+</div>

README.fr.md

@@ -1,19 +1,17 @@
-<p align="right">
-   <a href="./README.md">中文</a> | <a href="./README.en.md">English</a> | <strong>Français</strong> | <a href="./README.ja.md">日本語</a>
-</p>
-
-> [!NOTE]
-> **MT (Traduction Automatique)**: Ce document est traduit automatiquement. Pour les informations les plus précises, veuillez vous référer à la [version chinoise](./README.md).
-
 <div align="center">
 
 ![new-api](/web/public/logo.png)
 
 # New API
 
-🍥 Passerelle de modèles étendus de nouvelle génération et système de gestion d'actifs d'IA
+🍥 **Passerelle de modèles étendus de nouvelle génération et système de gestion d'actifs d'IA**
 
-<a href="https://trendshift.io/repositories/8227" target="_blank"><img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<p align="center">
+  <a href="./README.md">中文</a> | 
+  <a href="./README.en.md">English</a> | 
+  <strong>Français</strong> | 
+  <a href="./README.ja.md">日本語</a>
+</p>
 
 <p align="center">
   <a href="https://raw.githubusercontent.com/Calcium-Ion/new-api/main/LICENSE">
@@ -32,194 +30,414 @@
     <img src="https://goreportcard.com/badge/github.com/Calcium-Ion/new-api" alt="GoReportCard">
   </a>
 </p>
+
+<p align="center">
+  <a href="https://trendshift.io/repositories/8227" target="_blank">
+    <img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/>
+  </a>
+</p>
+
+<p align="center">
+  <a href="#-démarrage-rapide">Démarrage rapide</a> •
+  <a href="#-fonctionnalités-clés">Fonctionnalités clés</a> •
+  <a href="#-déploiement">Déploiement</a> •
+  <a href="#-documentation">Documentation</a> •
+  <a href="#-aide-support">Aide</a>
+</p>
+
 </div>
 
 ## 📝 Description du projet
 
-> [!NOTE]
+> [!NOTE]  
 > Il s'agit d'un projet open-source développé sur la base de [One API](https://github.com/songquanpeng/one-api)
 
-> [!IMPORTANT]
+> [!IMPORTANT]  
 > - Ce projet est uniquement destiné à des fins d'apprentissage personnel, sans garantie de stabilité ni de support technique.
 > - Les utilisateurs doivent se conformer aux [Conditions d'utilisation](https://openai.com/policies/terms-of-use) d'OpenAI et aux **lois et réglementations applicables**, et ne doivent pas l'utiliser à des fins illégales.
 > - Conformément aux [《Mesures provisoires pour la gestion des services d'intelligence artificielle générative》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm), veuillez ne fournir aucun service d'IA générative non enregistré au public en Chine.
 
-<h2>🤝 Partenaires de confiance</h2>
-<p id="premium-sponsors">&nbsp;</p>
-<p align="center"><strong>Sans ordre particulier</strong></p>
+---
+
+## 🤝 Partenaires de confiance
+
 <p align="center">
-  <a href="https://www.cherry-ai.com/" target=_blank><img
-    src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="120"
-  /></a>
-  <a href="https://bda.pku.edu.cn/" target=_blank><img
-    src="./docs/images/pku.png" alt="Université de Pékin" height="120"
-  /></a>
-  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target=_blank><img
-    src="./docs/images/ucloud.png" alt="UCloud" height="120"
-  /></a>
-  <a href="https://www.aliyun.com/" target=_blank><img
-    src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="120"
-  /></a>
-  <a href="https://io.net/" target=_blank><img
-    src="./docs/images/io-net.png" alt="IO.NET" height="120"
-  /></a>
+  <em>Sans ordre particulier</em>
 </p>
-<p>&nbsp;</p>
 
-## 📚 Documentation
+<p align="center">
+  <a href="https://www.cherry-ai.com/" target="_blank">
+    <img src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="80" />
+  </a>
+  <a href="https://bda.pku.edu.cn/" target="_blank">
+    <img src="./docs/images/pku.png" alt="Université de Pékin" height="80" />
+  </a>
+  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
+    <img src="./docs/images/ucloud.png" alt="UCloud" height="80" />
+  </a>
+  <a href="https://www.aliyun.com/" target="_blank">
+    <img src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="80" />
+  </a>
+  <a href="https://io.net/" target="_blank">
+    <img src="./docs/images/io-net.png" alt="IO.NET" height="80" />
+  </a>
+</p>
 
-Pour une documentation détaillée, veuillez consulter notre Wiki officiel : [https://docs.newapi.pro/](https://docs.newapi.pro/)
+---
 
-Vous pouvez également accéder au DeepWiki généré par l'IA :
-[![Demander à DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+## 🙏 Remerciements spéciaux
 
-## ✨ Fonctionnalités clés
+<p align="center">
+  <a href="https://www.jetbrains.com/?from=new-api" target="_blank">
+    <img src="https://resources.jetbrains.com/storage/products/company/brand/logos/jb_beam.png" alt="JetBrains Logo" width="120" />
+  </a>
+</p>
 
-New API offre un large éventail de fonctionnalités, veuillez vous référer à [Présentation des fonctionnalités](https://docs.newapi.pro/wiki/features-introduction) pour plus de détails :
+<p align="center">
+  <strong>Merci à <a href="https://www.jetbrains.com/?from=new-api">JetBrains</a> pour avoir fourni une licence de développement open-source gratuite pour ce projet</strong>
+</p>
 
-1. 🎨 Nouvelle interface utilisateur
-2. 🌍 Prise en charge multilingue
-3. 💰 Fonctionnalité de recharge en ligne, prend actuellement en charge EPay et Stripe
-4. 🔍 Prise en charge de la recherche de quotas d'utilisation avec des clés (fonctionne avec [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool))
-5. 🔄 Compatible avec la base de données originale de One API
-6. 💵 Prise en charge de la tarification des modèles de paiement à l'utilisation
-7. ⚖️ Prise en charge de la sélection aléatoire pondérée des canaux
-8. 📈 Tableau de bord des données (console)
-9. 🔒 Regroupement de jetons et restrictions de modèles
-10. 🤖 Prise en charge de plus de méthodes de connexion par autorisation (LinuxDO, Telegram, OIDC)
-11. 🔄 Prise en charge des modèles Rerank (Cohere et Jina), [Documentation de l'API](https://docs.newapi.pro/api/jinaai-rerank)
-12. ⚡ Prise en charge de l'API OpenAI Realtime (y compris les canaux Azure), [Documentation de l'API](https://docs.newapi.pro/api/openai-realtime)
-13. ⚡ Prise en charge du format **OpenAI Responses**, [Documentation de l'API](https://docs.newapi.pro/api/openai-responses)
-14. ⚡ Prise en charge du format **Claude Messages**, [Documentation de l'API](https://docs.newapi.pro/api/anthropic-chat)
-15. ⚡ Prise en charge du format **Google Gemini**, [Documentation de l'API](https://docs.newapi.pro/api/google-gemini-chat/)
-16. 🧠 Prise en charge de la définition de l'effort de raisonnement via les suffixes de nom de modèle :
-    1. Modèles de la série o d'OpenAI
-        - Ajouter le suffixe `-high` pour un effort de raisonnement élevé (par exemple : `o3-mini-high`)
-        - Ajouter le suffixe `-medium` pour un effort de raisonnement moyen (par exemple : `o3-mini-medium`)
-        - Ajouter le suffixe `-low` pour un effort de raisonnement faible (par exemple : `o3-mini-low`)
-    2. Modèles de pensée de Claude
-        - Ajouter le suffixe `-thinking` pour activer le mode de pensée (par exemple : `claude-3-7-sonnet-20250219-thinking`)
-17. 🔄 Fonctionnalité de la pensée au contenu
-18. 🔄 Limitation du débit du modèle pour les utilisateurs
-19. 🔄 Fonctionnalité de conversion de format de requête, prenant en charge les trois conversions de format suivantes :
-    1. OpenAI Chat Completions => Claude Messages
-    2. Claude Messages => OpenAI Chat Completions (peut être utilisé pour Claude Code pour appeler des modèles tiers)
-    3. OpenAI Chat Completions => Gemini Chat
-20. 💰 Prise en charge de la facturation du cache, qui permet de facturer à un ratio défini lorsque le cache est atteint :
-    1. Définir l'option `Ratio de cache d'invite` dans `Paramètres système->Paramètres de fonctionnement`
-    2. Définir le `Ratio de cache d'invite` dans le canal, plage de 0 à 1, par exemple, le définir sur 0,5 signifie facturer à 50 % lorsque le cache est atteint
-    3. Canaux pris en charge :
-        - [x] OpenAI
-        - [x] Azure
-        - [x] DeepSeek
-        - [x] Claude
+---
 
-## Prise en charge des modèles
+## 🚀 Démarrage rapide
 
-Cette version prend en charge plusieurs modèles, veuillez vous référer à [Documentation de l'API-Interface de relais](https://docs.newapi.pro/api) pour plus de détails :
+### Utilisation de Docker Compose (recommandé)
 
-1. Modèles tiers **gpts** (gpt-4-gizmo-*)
-2. Canal tiers [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy), [Documentation de l'API](https://docs.newapi.pro/api/midjourney-proxy-image)
-3. Canal tiers [Suno API](https://github.com/Suno-API/Suno-API), [Documentation de l'API](https://docs.newapi.pro/api/suno-music)
-4. Canaux personnalisés, prenant en charge la saisie complète de l'adresse d'appel
-5. Modèles Rerank ([Cohere](https://cohere.ai/) et [Jina](https://jina.ai/)), [Documentation de l'API](https://docs.newapi.pro/api/jinaai-rerank)
-6. Format de messages Claude, [Documentation de l'API](https://docs.newapi.pro/api/anthropic-chat)
-7. Format Google Gemini, [Documentation de l'API](https://docs.newapi.pro/api/google-gemini-chat/)
-8. Dify, ne prend actuellement en charge que chatflow
-9. Pour plus d'interfaces, veuillez vous référer à la [Documentation de l'API](https://docs.newapi.pro/api)
-
-## Configuration des variables d'environnement
-
-Pour des instructions de configuration détaillées, veuillez vous référer à [Guide d'installation-Configuration des variables d'environnement](https://docs.newapi.pro/installation/environment-variables) :
-
-- `GENERATE_DEFAULT_TOKEN` : S'il faut générer des jetons initiaux pour les utilisateurs nouvellement enregistrés, la valeur par défaut est `false`
-- `STREAMING_TIMEOUT` : Délai d'expiration de la réponse en streaming, la valeur par défaut est de 300 secondes
-- `DIFY_DEBUG` : S'il faut afficher les informations sur le flux de travail et les nœuds pour les canaux Dify, la valeur par défaut est `true`
-- `GET_MEDIA_TOKEN` : S'il faut compter les jetons d'image, la valeur par défaut est `true`
-- `GET_MEDIA_TOKEN_NOT_STREAM` : S'il faut compter les jetons d'image dans les cas sans streaming, la valeur par défaut est `true`
-- `UPDATE_TASK` : S'il faut mettre à jour les tâches asynchrones (Midjourney, Suno), la valeur par défaut est `true`
-- `GEMINI_VISION_MAX_IMAGE_NUM` : Nombre maximum d'images pour les modèles Gemini, la valeur par défaut est `16`
-- `MAX_FILE_DOWNLOAD_MB` : Taille maximale de téléchargement de fichier en Mo, la valeur par défaut est `20`
-- `CRYPTO_SECRET` : Clé de chiffrement utilisée pour chiffrer le contenu de la base de données Redis
-- `AZURE_DEFAULT_API_VERSION` : Version de l'API par défaut du canal Azure, la valeur par défaut est `2025-04-01-preview`
-- `NOTIFICATION_LIMIT_DURATION_MINUTE` : Durée de la limite de notification, la valeur par défaut est de `10` minutes
-- `NOTIFY_LIMIT_COUNT` : Nombre maximal de notifications utilisateur dans la durée spécifiée, la valeur par défaut est `2`
-- `ERROR_LOG_ENABLED=true` : S'il faut enregistrer et afficher les journaux d'erreurs, la valeur par défaut est `false`
-
-## Déploiement
-
-Pour des guides de déploiement détaillés, veuillez vous référer à [Guide d'installation-Méthodes de déploiement](https://docs.newapi.pro/installation) :
-
-> [!TIP]
-> Dernière image Docker : `calciumion/new-api:latest`
-
-### Considérations sur le déploiement multi-machines
-- La variable d'environnement `SESSION_SECRET` doit être définie, sinon l'état de connexion sera incohérent sur plusieurs machines
-- Si vous partagez Redis, `CRYPTO_SECRET` doit être défini, sinon le contenu de Redis ne pourra pas être consulté sur plusieurs machines
-
-### Exigences de déploiement
-- Base de données locale (par défaut) : SQLite (le déploiement Docker doit monter le répertoire `/data`)
-- Base de données distante : MySQL version >= 5.7.8, PgSQL version >= 9.6
-
-### Méthodes de déploiement
-
-#### Utilisation de la fonctionnalité Docker du panneau BaoTa
-Installez le panneau BaoTa (version **9.2.0** ou supérieure), recherchez **New-API** dans le magasin d'applications et installez-le.
-[Tutoriel avec des images](./docs/BT.md)
-
-#### Utilisation de Docker Compose (recommandé)
-```shell
-# Télécharger le projet
-git clone https://github.com/Calcium-Ion/new-api.git
+```bash
+# Cloner le projet
+git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-# Modifier docker-compose.yml si nécessaire
-# Démarrer
+
+# Modifier la configuration docker-compose.yml
+nano docker-compose.yml
+
+# Démarrer le service
 docker-compose up -d
 ```
 
-#### Utilisation directe de l'image Docker
-```shell
-# Utilisation de SQLite
-docker run --name new-api -d --restart always -p 3000:3000 -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+<details>
+<summary><strong>Utilisation des commandes Docker</strong></summary>
+
+```bash
+# Tirer la dernière image
+docker pull calciumion/new-api:latest
+
+# Utilisation de SQLite (par défaut)
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
 
 # Utilisation de MySQL
-docker run --name new-api -d --restart always -p 3000:3000 -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
 ```
 
-## Nouvelle tentative de canal et cache
-La fonctionnalité de nouvelle tentative de canal a été implémentée, vous pouvez définir le nombre de tentatives dans `Paramètres->Paramètres de fonctionnement->Paramètres généraux->Nombre de tentatives en cas d'échec`, **recommandé d'activer la fonctionnalité de mise en cache**.
+> **💡 Astuce:** `-v ./data:/data` sauvegardera les données dans le dossier `data` du répertoire actuel, vous pouvez également le changer en chemin absolu comme `-v /your/custom/path:/data`
 
-### Méthode de configuration du cache
-1. `REDIS_CONN_STRING` : Définir Redis comme cache
-2. `MEMORY_CACHE_ENABLED` : Activer le cache mémoire (pas besoin de le définir manuellement si Redis est défini)
+</details>
 
-## Documentation de l'API
+---
 
-Pour une documentation détaillée de l'API, veuillez vous référer à [Documentation de l'API](https://docs.newapi.pro/api) :
+🎉 Après le déploiement, visitez `http://localhost:3000` pour commencer à utiliser!
 
-- [API de discussion (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
-- [API de réponse (Responses)](https://docs.newapi.pro/api/openai-responses)
-- [API d'image (Image)](https://docs.newapi.pro/api/openai-image)
-- [API de rerank (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
-- [API de discussion en temps réel (Realtime)](https://docs.newapi.pro/api/openai-realtime)
-- [API de discussion Claude](https://docs.newapi.pro/api/anthropic-chat)
-- [API de discussion Google Gemini](https://docs.newapi.pro/api/google-gemini-chat)
+📖 Pour plus de méthodes de déploiement, veuillez vous référer à [Guide de déploiement](https://docs.newapi.pro/installation)
 
-## Projets connexes
-- [One API](https://github.com/songquanpeng/one-api) : Projet original
-- [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy) : Prise en charge de l'interface Midjourney
-- [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool) : Interroger le quota d'utilisation avec une clé
+---
 
-Autres projets basés sur New API :
-- [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon) : Version optimisée hautes performances de New API
+## 📚 Documentation
 
-## Aide et support
+<div align="center">
 
-Si vous avez des questions, veuillez vous référer à [Aide et support](https://docs.newapi.pro/support) :
-- [Interaction avec la communauté](https://docs.newapi.pro/support/community-interaction)
-- [Commentaires sur les problèmes](https://docs.newapi.pro/support/feedback-issues)
-- [FAQ](https://docs.newapi.pro/support/faq)
+### 📖 [Documentation officielle](https://docs.newapi.pro/) | [![Demander à DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+
+</div>
+
+**Navigation rapide:**
+
+| Catégorie | Lien |
+|------|------|
+| 🚀 Guide de déploiement | [Documentation d'installation](https://docs.newapi.pro/installation) |
+| ⚙️ Configuration de l'environnement | [Variables d'environnement](https://docs.newapi.pro/installation/environment-variables) |
+| 📡 Documentation de l'API | [Documentation de l'API](https://docs.newapi.pro/api) |
+| ❓ FAQ | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 Interaction avec la communauté | [Canaux de communication](https://docs.newapi.pro/support/community-interaction) |
+
+---
+
+## ✨ Fonctionnalités clés
+
+> Pour les fonctionnalités détaillées, veuillez vous référer à [Présentation des fonctionnalités](https://docs.newapi.pro/wiki/features-introduction) |
+
+### 🎨 Fonctions principales
+
+| Fonctionnalité | Description |
+|------|------|
+| 🎨 Nouvelle interface utilisateur | Conception d'interface utilisateur moderne |
+| 🌍 Multilingue | Prend en charge le chinois, l'anglais, le français, le japonais |
+| 🔄 Compatibilité des données | Complètement compatible avec la base de données originale de One API |
+| 📈 Tableau de bord des données | Console visuelle et analyse statistique |
+| 🔒 Gestion des permissions | Regroupement de jetons, restrictions de modèles, gestion des utilisateurs |
+
+### 💰 Paiement et facturation
+
+- ✅ Recharge en ligne (EPay, Stripe)
+- ✅ Tarification des modèles de paiement à l'utilisation
+- ✅ Prise en charge de la facturation du cache (OpenAI, Azure, DeepSeek, Claude, Qwen et tous les modèles pris en charge)
+- ✅ Configuration flexible des politiques de facturation
+
+### 🔐 Autorisation et sécurité
+
+- 🤖 Connexion par autorisation LinuxDO
+- 📱 Connexion par autorisation Telegram
+- 🔑 Authentification unifiée OIDC
+
+### 🚀 Fonctionnalités avancées
+
+**Prise en charge des formats d'API:**
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/api/openai-responses)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/api/openai-realtime) (y compris Azure)
+- ⚡ [Claude Messages](https://docs.newapi.pro/api/anthropic-chat)
+- ⚡ [Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+- 🔄 [Modèles Rerank](https://docs.newapi.pro/api/jinaai-rerank) (Cohere, Jina)
+
+**Routage intelligent:**
+- ⚖️ Sélection aléatoire pondérée des canaux
+- 🔄 Nouvelle tentative automatique en cas d'échec
+- 🚦 Limitation du débit du modèle pour les utilisateurs
+
+**Conversion de format:**
+- 🔄 OpenAI ⇄ Claude Messages
+- 🔄 OpenAI ⇄ Gemini Chat
+- 🔄 Fonctionnalité de la pensée au contenu
+
+**Prise en charge de l'effort de raisonnement:**
+
+<details>
+<summary>Voir la configuration détaillée</summary>
+
+**Modèles de la série o d'OpenAI:**
+- `o3-mini-high` - Effort de raisonnement élevé
+- `o3-mini-medium` - Effort de raisonnement moyen
+- `o3-mini-low` - Effort de raisonnement faible
+
+**Modèles de pensée de Claude:**
+- `claude-3-7-sonnet-20250219-thinking` - Activer le mode de pensée
+
+**Modèles de la série Google Gemini:**
+- `gemini-2.5-flash-thinking` - Activer le mode de pensée
+- `gemini-2.5-flash-nothinking` - Désactiver le mode de pensée
+- `gemini-2.5-pro-thinking` - Activer le mode de pensée
+- `gemini-2.5-pro-thinking-128` - Activer le mode de pensée avec budget de pensée de 128 tokens
+- Vous pouvez également ajouter les suffixes `-low`, `-medium` ou `-high` aux modèles Gemini pour fixer le niveau d’effort de raisonnement (sans suffixe de budget supplémentaire).
+
+</details>
+
+---
+
+## 🤖 Prise en charge des modèles
+
+> Pour les détails, veuillez vous référer à [Documentation de l'API - Interface de relais](https://docs.newapi.pro/api)
+
+| Type de modèle | Description | Documentation |
+|---------|------|------|
+| 🤖 OpenAI GPTs | série gpt-4-gizmo-* | - |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://docs.newapi.pro/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://docs.newapi.pro/api/suno-music) |
+| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/api/jinaai-rerank) |
+| 💬 Claude | Format Messages | [Documentation](https://docs.newapi.pro/api/anthropic-chat) |
+| 🌐 Gemini | Format Google Gemini | [Documentation](https://docs.newapi.pro/api/google-gemini-chat/) |
+| 🔧 Dify | Mode ChatFlow | - |
+| 🎯 Personnalisé | Prise en charge de l'adresse d'appel complète | - |
+
+### 📡 Interfaces prises en charge
+
+<details>
+<summary>Voir la liste complète des interfaces</summary>
+
+- [Interface de discussion (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
+- [Interface de réponse (Responses)](https://docs.newapi.pro/api/openai-responses)
+- [Interface d'image (Image)](https://docs.newapi.pro/api/openai-image)
+- [Interface audio (Audio)](https://docs.newapi.pro/api/openai-audio)
+- [Interface vidéo (Video)](https://docs.newapi.pro/api/openai-video)
+- [Interface d'incorporation (Embeddings)](https://docs.newapi.pro/api/openai-embeddings)
+- [Interface de rerank (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
+- [Conversation en temps réel (Realtime)](https://docs.newapi.pro/api/openai-realtime)
+- [Discussion Claude](https://docs.newapi.pro/api/anthropic-chat)
+- [Discussion Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+
+</details>
+
+---
+
+## 🚢 Déploiement
+
+> [!TIP]
+> **Dernière image Docker:** `calciumion/new-api:latest`
+
+### 📋 Exigences de déploiement
+
+| Composant | Exigence |
+|------|------|
+| **Base de données locale** | SQLite (Docker doit monter le répertoire `/data`)|
+| **Base de données distante | MySQL ≥ 5.7.8 ou PostgreSQL ≥ 9.6 |
+| **Moteur de conteneur** | Docker / Docker Compose |
+
+### ⚙️ Configuration des variables d'environnement
+
+<details>
+<summary>Configuration courante des variables d'environnement</summary>
+
+| Nom de variable | Description | Valeur par défaut |
+|--------|------|--------|
+| `SESSION_SECRET` | Secret de session (requis pour le déploiement multi-machines) |
+| `CRYPTO_SECRET` | Secret de chiffrement (requis pour Redis) | - |
+| `SQL_DSN` | Chaine de connexion à la base de données | - |
+| `REDIS_CONN_STRING` | Chaine de connexion Redis | - |
+| `STREAMING_TIMEOUT` | Délai d'expiration du streaming (secondes) | `300` |
+| `STREAM_SCANNER_MAX_BUFFER_MB` | Taille max du buffer par ligne (Mo) pour le scanner SSE ; à augmenter quand les sorties image/base64 sont très volumineuses (ex. images 4K) | `64` |
+| `AZURE_DEFAULT_API_VERSION` | Version de l'API Azure | `2025-04-01-preview` |
+| `ERROR_LOG_ENABLED` | Interrupteur du journal d'erreurs | `false` |
+
+📖 **Configuration complète:** [Documentation des variables d'environnement](https://docs.newapi.pro/installation/environment-variables)
+
+</details>
+
+### 🔧 Méthodes de déploiement
+
+<details>
+<summary><strong>Méthode 1: Docker Compose (recommandé)</strong></summary>
+
+```bash
+# Cloner le projet
+git clone https://github.com/QuantumNous/new-api.git
+cd new-api
+
+# Modifier la configuration
+nano docker-compose.yml
+
+# Démarrer le service
+docker-compose up -d
+```
+
+</details>
+
+<details>
+<summary><strong>Méthode 2: Commandes Docker</strong></summary>
+
+**Utilisation de SQLite:**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
+
+**Utilisation de MySQL:**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
+
+> **💡 Explication du chemin:** 
+> - `./data:/data` - Chemin relatif, données sauvegardées dans le dossier data du répertoire actuel
+> - Vous pouvez également utiliser un chemin absolu, par exemple : `/your/custom/path:/data`
+
+</details>
+
+<details>
+<summary><strong>Méthode 3: Panneau BaoTa</strong></summary>
+
+1. Installez le panneau BaoTa (version **9.2.0** ou supérieure), recherchez **New-API** dans le magasin d'applications et installez-le.
+2. Recherchez **New-API** dans le magasin d'applications et installez-le.
+
+📖 [Tutoriel avec des images](./docs/BT.md)
+
+</details>
+
+### ⚠️ Considérations sur le déploiement multi-machines
+
+> [!WARNING]
+> - **Doit définir** `SESSION_SECRET` - Sinon l'état de connexion sera incohérent sur plusieurs machines
+> - **Redis partagé doit définir** `CRYPTO_SECRET` - Sinon les données ne pourront pas être déchiffrées
+
+### 🔄 Nouvelle tentative de canal et cache
+
+**Configuration de la nouvelle tentative:** `Paramètres → Paramètres de fonctionnement → Paramètres généraux → Nombre de tentatives en cas d'échec`
+
+**Configuration du cache:**
+- `REDIS_CONN_STRING`: Cache Redis (recommandé)
+- `MEMORY_CACHE_ENABLED`: Cache mémoire
+
+---
+
+## 🔗 Projets connexes
+
+### Projets en amont
+
+| Projet | Description |
+|------|------|
+| [One API](https://github.com/songquanpeng/one-api) | Base du projet original |
+| [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy) | Prise en charge de l'interface Midjourney |
+
+### Outils d'accompagnement
+
+| Projet | Description |
+|------|------|
+| [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool) | Outil de recherche de quota d'utilisation avec une clé |
+
+---
+
+## 💬 Aide et support
+
+### 📖 Ressources de documentation
+
+| Ressource | Lien |
+|------|------|
+| 📘 FAQ | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 Interaction avec la communauté | [Canaux de communication](https://docs.newapi.pro/support/community-interaction) |
+| 🐛 Commentaires sur les problèmes | [Commentaires sur les problèmes](https://docs.newapi.pro/support/feedback-issues) |
+| 📚 Documentation complète | [Documentation officielle](https://docs.newapi.pro/support) |
+
+### 🤝 Guide de contribution
+
+Bienvenue à toutes les formes de contribution!
+
+- 🐛 Signaler des bogues
+- 💡 Proposer de nouvelles fonctionnalités
+- 📝 Améliorer la documentation
+- 🔧 Soumettre du code
+
+---
 
 ## 🌟 Historique des étoiles
 
-[![Graphique de l'historique des étoiles](https://api.star-history.com/svg?repos=Calcium-Ion/new-api&type=Date)](https://star-history.com/#Calcium-Ion/new-api&Date)
+<div align="center">
+
+[![Graphique de l'historique des étoiles](https://api.star-history.com/svg?repos=Calcium-Ion/new-api&type=Date)](https://star-history.com/#Calcium-Ion/new-api&Date)
+
+</div>
+
+---
+
+<div align="center">
+
+### 💖 Merci d'utiliser New API
+
+Si ce projet vous est utile, bienvenue à nous donner une ⭐️ Étoile！
+
+**[Documentation officielle](https://docs.newapi.pro/)** • **[Commentaires sur les problèmes](https://github.com/Calcium-Ion/new-api/issues)** • **[Dernière version](https://github.com/Calcium-Ion/new-api/releases)**
+
+<sub>Construit avec ❤️ par QuantumNous</sub>
+
+</div>

README.ja.md

@@ -1,19 +1,17 @@
-<p align="right">
-   <a href="./README.md">中文</a> | <a href="./README.en.md">English</a> | <a href="./README.fr.md">Français</a> | <strong>日本語</strong>
-</p>
-
-> [!NOTE]
-> **MT（機械翻訳）**: この文書は機械翻訳されています。最も正確な情報については、[中国語版](./README.md)を参照してください。
-
 <div align="center">
 
 ![new-api](/web/public/logo.png)
 
 # New API
 
-🍥次世代大規模モデルゲートウェイとAI資産管理システム
+🍥 **次世代大規模モデルゲートウェイとAI資産管理システム**
 
-<a href="https://trendshift.io/repositories/8227" target="_blank"><img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<p align="center">
+  <a href="./README.md">中文</a> | 
+  <a href="./README.en.md">English</a> | 
+  <a href="./README.fr.md">Français</a> | 
+  <strong>日本語</strong>
+</p>
 
 <p align="center">
   <a href="https://raw.githubusercontent.com/Calcium-Ion/new-api/main/LICENSE">
@@ -32,6 +30,21 @@
     <img src="https://goreportcard.com/badge/github.com/Calcium-Ion/new-api" alt="GoReportCard">
   </a>
 </p>
+
+<p align="center">
+  <a href="https://trendshift.io/repositories/8227" target="_blank">
+    <img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/>
+  </a>
+</p>
+
+<p align="center">
+  <a href="#-クイックスタート">クイックスタート</a> •
+  <a href="#-主な機能">主な機能</a> •
+  <a href="#-デプロイ">デプロイ</a> •
+  <a href="#-ドキュメント">ドキュメント</a> •
+  <a href="#-ヘルプサポート">ヘルプ</a>
+</p>
+
 </div>
 
 ## 📝 プロジェクト説明
@@ -44,183 +57,396 @@
 > - ユーザーは、OpenAIの[利用規約](https://openai.com/policies/terms-of-use)および**法律法規**を遵守する必要があり、違法な目的で使用してはいけません。
 > - [《生成式人工智能服务管理暂行办法》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm)の要求に従い、中国地域の公衆に未登録の生成式AI サービスを提供しないでください。
 
-<h2>🤝 信頼できるパートナー</h2>
-<p id="premium-sponsors">&nbsp;</p>
-<p align="center"><strong>順不同</strong></p>
+---
+
+## 🤝 信頼できるパートナー
+
 <p align="center">
-  <a href="https://www.cherry-ai.com/" target=_blank><img
-    src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="120"
-  /></a>
-  <a href="https://bda.pku.edu.cn/" target=_blank><img
-    src="./docs/images/pku.png" alt="北京大学" height="120"
-  /></a>
-  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target=_blank><img
-    src="./docs/images/ucloud.png" alt="UCloud 優刻得" height="120"
-  /></a>
-  <a href="https://www.aliyun.com/" target=_blank><img
-    src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="120"
-  /></a>
-  <a href="https://io.net/" target=_blank><img
-    src="./docs/images/io-net.png" alt="IO.NET" height="120"
-  /></a>
+  <em>順不同</em>
 </p>
-<p>&nbsp;</p>
 
-## 📚 ドキュメント
+<p align="center">
+  <a href="https://www.cherry-ai.com/" target="_blank">
+    <img src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="80" />
+  </a>
+  <a href="https://bda.pku.edu.cn/" target="_blank">
+    <img src="./docs/images/pku.png" alt="北京大学" height="80" />
+  </a>
+  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
+    <img src="./docs/images/ucloud.png" alt="UCloud 優刻得" height="80" />
+  </a>
+  <a href="https://www.aliyun.com/" target="_blank">
+    <img src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="80" />
+  </a>
+  <a href="https://io.net/" target="_blank">
+    <img src="./docs/images/io-net.png" alt="IO.NET" height="80" />
+  </a>
+</p>
 
-詳細なドキュメントは公式Wikiをご覧ください：[https://docs.newapi.pro/](https://docs.newapi.pro/)
+---
 
-AIが生成したDeepWikiにもアクセスできます：
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+## 🙏 特別な感謝
 
-## ✨ 主な機能
+<p align="center">
+  <a href="https://www.jetbrains.com/?from=new-api" target="_blank">
+    <img src="https://resources.jetbrains.com/storage/products/company/brand/logos/jb_beam.png" alt="JetBrains Logo" width="120" />
+  </a>
+</p>
 
-New APIは豊富な機能を提供しています。詳細な機能については[機能説明](https://docs.newapi.pro/wiki/features-introduction)を参照してください：
+<p align="center">
+  <strong>感謝 <a href="https://www.jetbrains.com/?from=new-api">JetBrains</a> が本プロジェクトに無料のオープンソース開発ライセンスを提供してくれたことに感謝します</strong>
+</p>
 
-1. 🎨 全く新しいUIインターフェース
-2. 🌍 多言語サポート
-3. 💰 オンラインチャージ機能をサポート、現在EPayとStripeをサポート
-4. 🔍 キーによる使用量クォータの照会をサポート（[neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool)と連携）
-5. 🔄 オリジナルのOne APIデータベースと互換性あり
-6. 💵 モデルの従量課金をサポート
-7. ⚖️ チャネルの重み付けランダムをサポート
-8. 📈 データダッシュボード（コンソール）
-9. 🔒 トークングループ化、モデル制限
-10. 🤖 より多くの認証ログイン方法をサポート（LinuxDO、Telegram、OIDC）
-11. 🔄 Rerankモデルをサポート（CohereとJina）、[API ドキュメント](https://docs.newapi.pro/api/jinaai-rerank)
-12. ⚡ OpenAI Realtime APIをサポート（Azureチャネルを含む）、[APIドキュメント](https://docs.newapi.pro/api/openai-realtime)
-13. ⚡ **OpenAI Responses**形式をサポート、[APIドキュメント](https://docs.newapi.pro/api/openai-responses)
-14. ⚡ **Claude Messages**形式をサポート、[APIドキュメント](https://docs.newapi.pro/api/anthropic-chat)
-15. ⚡ **Google Gemini**形式をサポート、[APIドキュメント](https://docs.newapi.pro/api/google-gemini-chat/)
-16. 🧠 モデル名のサフィックスを通じてreasoning effortを設定することをサポート：
-    1. OpenAI oシリーズモデル
-        - `-high`サフィックスを追加してhigh reasoning effortに設定（例：`o3-mini-high`）
-        - `-medium`サフィックスを追加してmedium reasoning effortに設定（例：`o3-mini-medium`）
-        - `-low`サフィックスを追加してlow reasoning effortに設定（例：`o3-mini-low`）
-    2. Claude思考モデル
-        - `-thinking`サフィックスを追加して思考モードを有効にする（例：`claude-3-7-sonnet-20250219-thinking`）
-17. 🔄 思考からコンテンツへの機能
-18. 🔄 ユーザーに対するモデルレート制限機能
-19. 🔄 リクエストフォーマット変換機能、以下の3つのフォーマット変換をサポート：
-    1. OpenAI Chat Completions => Claude Messages
-    2. Claude Messages => OpenAI Chat Completions（Claude Codeがサードパーティモデルを呼び出す際に使用可能）
-    3. OpenAI Chat Completions => Gemini Chat
-20. 💰 キャッシュ課金サポート、有効にするとキャッシュがヒットした際に設定された比率で課金できます：
-    1. `システム設定-運営設定`で`プロンプトキャッシュ倍率`オプションを設定
-    2. チャネルで`プロンプトキャッシュ倍率`を設定、範囲は0-1、例えば0.5に設定するとキャッシュがヒットした際に50%で課金
-    3. サポートされているチャネル：
-        - [x] OpenAI
-        - [x] Azure
-        - [x] DeepSeek
-        - [x] Claude
+---
 
-## モデルサポート
+## 🚀 クイックスタート
 
-このバージョンは複数のモデルをサポートしています。詳細は[APIドキュメント-中継インターフェース](https://docs.newapi.pro/api)を参照してください：
+### Docker Composeを使用（推奨）
 
-1. サードパーティモデル **gpts**（gpt-4-gizmo-*）
-2. サードパーティチャネル[Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy)インターフェース、[APIドキュメント](https://docs.newapi.pro/api/midjourney-proxy-image)
-3. サードパーティチャネル[Suno API](https://github.com/Suno-API/Suno-API)インターフェース、[APIドキュメント](https://docs.newapi.pro/api/suno-music)
-4. カスタムチャネル、完全な呼び出しアドレスの入力をサポート
-5. Rerankモデル（[Cohere](https://cohere.ai/)と[Jina](https://jina.ai/)）、[APIドキュメント](https://docs.newapi.pro/api/jinaai-rerank)
-6. Claude Messages形式、[APIドキュメント](https://docs.newapi.pro/api/anthropic-chat)
-7. Google Gemini形式、[APIドキュメント](https://docs.newapi.pro/api/google-gemini-chat/)
-8. Dify、現在はchatflowのみをサポート
-9. その他のインターフェースについては[APIドキュメント](https://docs.newapi.pro/api)を参照してください
-
-## 環境変数設定
-
-詳細な設定説明については[インストールガイド-環境変数設定](https://docs.newapi.pro/installation/environment-variables)を参照してください：
-
-- `GENERATE_DEFAULT_TOKEN`：新規登録ユーザーに初期トークンを生成するかどうか、デフォルトは`false`
-- `STREAMING_TIMEOUT`：ストリーミング応答のタイムアウト時間、デフォルトは300秒
-- `DIFY_DEBUG`：Difyチャネルがワークフローとノード情報を出力するかどうか、デフォルトは`true`
-- `GET_MEDIA_TOKEN`：画像トークンを統計するかどうか、デフォルトは`true`
-- `GET_MEDIA_TOKEN_NOT_STREAM`：非ストリーミングの場合に画像トークンを統計するかどうか、デフォルトは`true`
-- `UPDATE_TASK`：非同期タスク（Midjourney、Suno）を更新するかどうか、デフォルトは`true`
-- `GEMINI_VISION_MAX_IMAGE_NUM`：Geminiモデルの最大画像数、デフォルトは`16`
-- `MAX_FILE_DOWNLOAD_MB`: 最大ファイルダウンロードサイズ、単位MB、デフォルトは`20`
-- `CRYPTO_SECRET`：暗号化キー、Redisデータベースの内容を暗号化するために使用
-- `AZURE_DEFAULT_API_VERSION`：Azureチャネルのデフォルトのバージョン、デフォルトは`2025-04-01-preview`
-- `NOTIFICATION_LIMIT_DURATION_MINUTE`：メールなどの通知制限の継続時間、デフォルトは`10`分
-- `NOTIFY_LIMIT_COUNT`：指定された継続時間内のユーザー通知の最大数、デフォルトは`2`
-- `ERROR_LOG_ENABLED=true`: エラーログを記録して表示するかどうか、デフォルトは`false`
-
-## デプロイ
-
-詳細なデプロイガイドについては[インストールガイド-デプロイ方法](https://docs.newapi.pro/installation)を参照してください：
-
-> [!TIP]
-> 最新のDockerイメージ：`calciumion/new-api:latest`  
-
-### マルチマシンデプロイの注意事項
-- 環境変数`SESSION_SECRET`を設定する必要があります。そうしないとマルチマシンデプロイ時にログイン状態が不一致になります
-- Redisを共有する場合、`CRYPTO_SECRET`を設定する必要があります。そうしないとマルチマシンデプロイ時にRedisの内容を取得できません
-
-### デプロイ要件
-- ローカルデータベース（デフォルト）：SQLite（Dockerデプロイの場合は`/data`ディレクトリをマウントする必要があります）
-- リモートデータベース：MySQLバージョン >= 5.7.8、PgSQLバージョン >= 9.6
-
-### デプロイ方法
-
-#### 宝塔パネルのDocker機能を使用してデプロイ
-宝塔パネル（**9.2.0バージョン**以上）をインストールし、アプリケーションストアで**New-API**を見つけてインストールします。
-[画像付きチュートリアル](./docs/BT.md)
-
-#### Docker Composeを使用してデプロイ（推奨）
-```shell
-# プロジェクトをダウンロード
-git clone https://github.com/Calcium-Ion/new-api.git
+```bash
+# プロジェクトをクローン
+git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-# 必要に応じてdocker-compose.ymlを編集
-# 起動
+
+# docker-compose.yml 設定を編集
+nano docker-compose.yml
+
+# サービスを起動
 docker-compose up -d
 ```
 
-#### Dockerイメージを直接使用
-```shell
-# SQLiteを使用
-docker run --name new-api -d --restart always -p 3000:3000 -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+<details>
+<summary><strong>Dockerコマンドを使用</strong></summary>
+
+```bash
+# 最新のイメージをプル
+docker pull calciumion/new-api:latest
+
+# SQLiteを使用（デフォルト）
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
 
 # MySQLを使用
-docker run --name new-api -d --restart always -p 3000:3000 -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
 ```
 
-## チャネルリトライとキャッシュ
-チャネルリトライ機能はすでに実装されており、`設定->運営設定->一般設定->失敗リトライ回数`でリトライ回数を設定できます。**キャッシュ機能を有効にすることを推奨します**。
+> **💡 ヒント:** `-v ./data:/data` は現在のディレクトリの `data` フォルダにデータを保存します。絶対パスに変更することもできます：`-v /your/custom/path:/data`
 
-### キャッシュ設定方法
-1. `REDIS_CONN_STRING`：Redisをキャッシュとして設定
-2. `MEMORY_CACHE_ENABLED`：メモリキャッシュを有効にする（Redisを設定した場合は手動設定不要）
+</details>
 
-## APIドキュメント
+---
 
-詳細なAPIドキュメントについては[APIドキュメント](https://docs.newapi.pro/api)を参照してください：
+🎉 デプロイが完了したら、`http://localhost:3000` にアクセスして使用を開始してください！
 
-- [チャットインターフェース（Chat Completions）](https://docs.newapi.pro/api/openai-chat)
-- [レスポンスインターフェース（Responses）](https://docs.newapi.pro/api/openai-responses)
-- [画像インターフェース（Image）](https://docs.newapi.pro/api/openai-image)
-- [再ランク付けインターフェース（Rerank）](https://docs.newapi.pro/api/jinaai-rerank)
-- [リアルタイム対話インターフェース（Realtime）](https://docs.newapi.pro/api/openai-realtime)
-- [Claudeチャットインターフェース](https://docs.newapi.pro/api/anthropic-chat)
-- [Google Geminiチャットインターフェース](https://docs.newapi.pro/api/google-gemini-chat)
+📖 その他のデプロイ方法については[デプロイガイド](https://docs.newapi.pro/installation)を参照してください。
 
-## 関連プロジェクト
-- [One API](https://github.com/songquanpeng/one-api)：オリジナルプロジェクト
-- [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy)：Midjourneyインターフェースサポート
-- [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool)：キーを使用して使用量クォータを照会
+---
 
-New APIベースのその他のプロジェクト：
-- [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon)：New API高性能最適化版
+## 📚 ドキュメント
 
-## ヘルプサポート
+<div align="center">
 
-問題がある場合は、[ヘルプサポート](https://docs.newapi.pro/support)を参照してください：
-- [コミュニティ交流](https://docs.newapi.pro/support/community-interaction)
-- [問題のフィードバック](https://docs.newapi.pro/support/feedback-issues)
-- [よくある質問](https://docs.newapi.pro/support/faq)
+### 📖 [公式ドキュメント](https://docs.newapi.pro/) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
 
-## 🌟 Star History
+</div>
 
-[![Star History Chart](https://api.star-history.com/svg?repos=Calcium-Ion/new-api&type=Date)](https://star-history.com/#Calcium-Ion/new-api&Date)
+**クイックナビゲーション:**
 
+| カテゴリ | リンク |
+|------|------|
+| 🚀 デプロイガイド | [インストールドキュメント](https://docs.newapi.pro/installation) |
+| ⚙️ 環境設定 | [環境変数](https://docs.newapi.pro/installation/environment-variables) |
+| 📡 APIドキュメント | [APIドキュメント](https://docs.newapi.pro/api) |
+| ❓ よくある質問 | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 コミュニティ交流 | [交流チャネル](https://docs.newapi.pro/support/community-interaction) |
+
+---
+
+## ✨ 主な機能
+
+> 詳細な機能については[機能説明](https://docs.newapi.pro/wiki/features-introduction)を参照してください。
+
+### 🎨 コア機能
+
+| 機能 | 説明 |
+|------|------|
+| 🎨 新しいUI | モダンなユーザーインターフェースデザイン |
+| 🌍 多言語 | 中国語、英語、フランス語、日本語をサポート |
+| 🔄 データ互換性 | オリジナルのOne APIデータベースと完全に互換性あり |
+| 📈 データダッシュボード | ビジュアルコンソールと統計分析 |
+| 🔒 権限管理 | トークングループ化、モデル制限、ユーザー管理 |
+
+### 💰 支払いと課金
+
+- ✅ オンライン充電（EPay、Stripe）
+- ✅ モデルの従量課金
+- ✅ キャッシュ課金サポート（OpenAI、Azure、DeepSeek、Claude、Qwenなどすべてのサポートされているモデル）
+- ✅ 柔軟な課金ポリシー設定
+
+### 🔐 認証とセキュリティ
+
+- 🤖 LinuxDO認証ログイン
+- 📱 Telegram認証ログイン
+- 🔑 OIDC統一認証
+
+
+
+### 🚀 高度な機能
+
+**APIフォーマットサポート:**
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/api/openai-responses)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/api/openai-realtime)（Azureを含む）
+- ⚡ [Claude Messages](https://docs.newapi.pro/api/anthropic-chat)
+- ⚡ [Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+- 🔄 [Rerankモデル](https://docs.newapi.pro/api/jinaai-rerank)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/api/openai-realtime)
+- ⚡ [Claude Messages](https://docs.newapi.pro/api/anthropic-chat)
+- ⚡ [Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+- 🔄 [Rerankモデル](https://docs.newapi.pro/api/jinaai-rerank)（Cohere、Jina）
+
+**インテリジェントルーティング:**
+- ⚖️ チャネル重み付けランダム
+- 🔄 失敗自動リトライ
+- 🚦 ユーザーレベルモデルレート制限
+
+**フォーマット変換:**
+- 🔄 OpenAI ⇄ Claude Messages
+- 🔄 OpenAI ⇄ Gemini Chat
+- 🔄 思考からコンテンツへの機能
+
+**Reasoning Effort サポート:**
+
+<details>
+<summary>詳細設定を表示</summary>
+
+**OpenAIシリーズモデル:**
+- `o3-mini-high` - 高思考努力
+- `o3-mini-medium` - 中思考努力
+- `o3-mini-low` - 低思考努力
+- `gpt-5-high` - 高思考努力
+- `gpt-5-medium` - 中思考努力
+- `gpt-5-low` - 低思考努力
+
+**Claude思考モデル:**
+- `claude-3-7-sonnet-20250219-thinking` - 思考モードを有効にする
+
+**Google Geminiシリーズモデル:**
+- `gemini-2.5-flash-thinking` - 思考モードを有効にする
+- `gemini-2.5-flash-nothinking` - 思考モードを無効にする
+- `gemini-2.5-pro-thinking` - 思考モードを有効にする
+- `gemini-2.5-pro-thinking-128` - 思考モードを有効にし、思考予算を128トークンに設定する
+- Gemini モデル名の末尾に `-low` / `-medium` / `-high` を付けることで推論強度を直接指定できます（追加の思考予算サフィックスは不要です）。
+
+</details>
+
+---
+
+## 🤖 モデルサポート
+
+> 詳細については[APIドキュメント - 中継インターフェース](https://docs.newapi.pro/api)
+
+| モデルタイプ | 説明 | ドキュメント |
+|---------|------|------|
+| 🤖 OpenAI GPTs | gpt-4-gizmo-* シリーズ | - |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [ドキュメント](https://docs.newapi.pro/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [ドキュメント](https://docs.newapi.pro/api/suno-music) |
+| 🔄 Rerank | Cohere、Jina | [ドキュメント](https://docs.newapi.pro/api/jinaai-rerank) |
+| 💬 Claude | Messagesフォーマット | [ドキュメント](https://docs.newapi.pro/api/suno-music) |
+| 🌐 Gemini | Google Geminiフォーマット | [ドキュメント](https://docs.newapi.pro/api/google-gemini-chat/) |
+| 🔧 Dify | ChatFlowモード | - |
+| 🎯 カスタム | 完全な呼び出しアドレスの入力をサポート | - |
+
+### 📡 サポートされているインターフェース
+
+<details>
+<summary>完全なインターフェースリストを表示</summary>
+
+- [チャットインターフェース (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
+- [レスポンスインターフェース (Responses)](https://docs.newapi.pro/api/openai-responses)
+- [イメージインターフェース (Image)](https://docs.newapi.pro/api/openai-image)
+- [オーディオインターフェース (Audio)](https://docs.newapi.pro/api/openai-audio)
+- [ビデオインターフェース (Video)](https://docs.newapi.pro/api/openai-video)
+- [エンベッドインターフェース (Embeddings)](https://docs.newapi.pro/api/openai-embeddings)
+- [再ランク付けインターフェース (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
+- [リアルタイム対話インターフェース (Realtime)](https://docs.newapi.pro/api/openai-realtime)
+- [Claudeチャット](https://docs.newapi.pro/api/anthropic-chat)
+- [Google Geminiチャット](https://docs.newapi.pro/api/google-gemini-chat/)
+
+</details>
+
+---
+
+## 🚢 デプロイ
+
+> [!TIP]
+> **最新のDockerイメージ:** `calciumion/new-api:latest`
+
+### 📋 デプロイ要件
+
+| コンポーネント | 要件 |
+|------|------|
+| **ローカルデータベース** | SQLite（Dockerは `/data` ディレクトリをマウントする必要があります）|
+| **リモートデータベース** | MySQL ≥ 5.7.8 または PostgreSQL ≥ 9.6 |
+| **コンテナエンジン** | Docker / Docker Compose |
+
+### ⚙️ 環境変数設定
+
+<details>
+<summary>一般的な環境変数設定</summary>
+
+| 変数名 | 説明 | デフォルト値 |
+|--------|------|--------|
+| `SESSION_SECRET` | セッションシークレット（マルチマシンデプロイに必須） | - |
+| `CRYPTO_SECRET` | 暗号化シークレット（Redisに必須） | - |
+| `SQL_DSN** | データベース接続文字列 | - |
+| `REDIS_CONN_STRING` | Redis接続文字列 | - |
+| `STREAMING_TIMEOUT` | ストリーミング応答のタイムアウト時間（秒） | `300` |
+| `STREAM_SCANNER_MAX_BUFFER_MB` | ストリームスキャナの1行あたりバッファ上限（MB）。4K画像など巨大なbase64 `data:` ペイロードを扱う場合は値を増加させてください | `64` |
+| `AZURE_DEFAULT_API_VERSION` | Azure APIバージョン | `2025-04-01-preview` |
+| `ERROR_LOG_ENABLED` | エラーログスイッチ | `false` |
+
+📖 **完全な設定:** [環境変数ドキュメント](https://docs.newapi.pro/installation/environment-variables)
+
+</details>
+
+### 🔧 デプロイ方法
+
+<details>
+<summary><strong>方法 1: Docker Compose（推奨）</strong></summary>
+
+```bash
+# プロジェクトをクローン
+git clone https://github.com/QuantumNous/new-api.git
+cd new-api
+
+# 設定を編集
+nano docker-compose.yml
+
+# サービスを起動
+docker-compose up -d
+```
+
+</details>
+
+<details>
+<summary><strong>方法 2: Dockerコマンド</strong></summary>
+
+**SQLiteを使用:**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
+
+**MySQLを使用:**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
+
+> **💡 パス説明:** 
+> - `./data:/data` - 相対パス、データは現在のディレクトリのdataフォルダに保存されます
+> - 絶対パスを使用することもできます：`/your/custom/path:/data`
+
+</details>
+
+<details>
+<summary><strong>方法 3: 宝塔パネル</strong></summary>
+
+1. 宝塔パネル（**9.2.0バージョン**以上）をインストールし、アプリケーションストアで**New-API**を検索してインストールします。
+
+📖 [画像付きチュートリアル](./docs/BT.md)
+
+</details>
+
+### ⚠️ マルチマシンデプロイの注意事項
+
+> [!WARNING]
+> - **必ず設定する必要があります** `SESSION_SECRET` - そうしないとマルチマシンデプロイ時にログイン状態が不一致になります
+> - **共有Redisは必ず設定する必要があります** `CRYPTO_SECRET` - そうしないとデータを復号化できません
+
+### 🔄 チャネルリトライとキャッシュ
+
+**リトライ設定:** `設定 → 運営設定 → 一般設定 → 失敗リトライ回数`
+
+**キャッシュ設定:**
+- `REDIS_CONN_STRING`：Redisキャッシュ（推奨）
+- `MEMORY_CACHE_ENABLED`：メモリキャッシュ
+
+---
+
+## 🔗 関連プロジェクト
+
+### 上流プロジェクト
+
+| プロジェクト | 説明 |
+|------|------|
+| [One API](https://github.com/songquanpeng/one-api) | オリジナルプロジェクトベース |
+| [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy) | Midjourneyインターフェースサポート |
+
+### 補助ツール
+
+| プロジェクト | 説明 |
+|------|------|
+| [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool) | キー使用量クォータ照会ツール |
+| [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon) | New API高性能最適化版 |
+
+---
+
+## 💬 ヘルプサポート
+
+### 📖 ドキュメントリソース
+
+| リソース | リンク |
+|------|------|
+| 📘 よくある質問 | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 コミュニティ交流 | [交流チャネル](https://docs.newapi.pro/support/community-interaction) |
+| 🐛 問題のフィードバック | [問題フィードバック](https://docs.newapi.pro/support/feedback-issues) |
+| 📚 完全なドキュメント | [公式ドキュメント](https://docs.newapi.pro/support) |
+
+### 🤝 貢献ガイド
+
+あらゆる形の貢献を歓迎します！
+
+- 🐛 バグを報告する
+- 💡 新しい機能を提案する
+- 📝 ドキュメントを改善する
+- 🔧 コードを提出する
+
+---
+
+## 🌟 スター履歴
+
+<div align="center">
+
+[![スター履歴チャート](https://api.star-history.com/svg?repos=Calcium-Ion/new-api&type=Date)](https://star-history.com/#Calcium-Ion/new-api&Date)
+
+</div>
+
+---
+
+<div align="center">
+
+### 💖 New APIをご利用いただきありがとうございます
+
+このプロジェクトがあなたのお役に立てたなら、ぜひ ⭐️ スターをください！
+
+**[公式ドキュメント](https://docs.newapi.pro/)** • **[問題フィードバック](https://github.com/Calcium-Ion/new-api/issues)** • **[最新リリース](https://github.com/Calcium-Ion/new-api/releases)**
+
+<sub>❤️ で構築された QuantumNous</sub>
+
+</div>

README.md

@@ -1,15 +1,17 @@
-<p align="right">
-   <strong>中文</strong> | <a href="./README.en.md">English</a> | <a href="./README.fr.md">Français</a> | <a href="./README.ja.md">日本語</a>
-</p>
 <div align="center">
 
 ![new-api](/web/public/logo.png)
 
 # New API
 
-🍥新一代大模型网关与AI资产管理系统
+🍥 **新一代大模型网关与AI资产管理系统**
 
-<a href="https://trendshift.io/repositories/8227" target="_blank"><img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<p align="center">
+  <strong>中文</strong> | 
+  <a href="./README.en.md">English</a> | 
+  <a href="./README.fr.md">Français</a> | 
+  <a href="./README.ja.md">日本語</a>
+</p>
 
 <p align="center">
   <a href="https://raw.githubusercontent.com/Calcium-Ion/new-api/main/LICENSE">
@@ -28,200 +30,421 @@
     <img src="https://goreportcard.com/badge/github.com/Calcium-Ion/new-api" alt="GoReportCard">
   </a>
 </p>
+
+<p align="center">
+  <a href="https://trendshift.io/repositories/8227" target="_blank">
+    <img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/>
+  </a>
+</p>
+
+<p align="center">
+  <a href="#-快速开始">快速开始</a> •
+  <a href="#-主要特性">主要特性</a> •
+  <a href="#-部署">部署</a> •
+  <a href="#-文档">文档</a> •
+  <a href="#-帮助支持">帮助</a>
+</p>
+
 </div>
 
 ## 📝 项目说明
 
 > [!NOTE]  
-> 本项目为开源项目，在[One API](https://github.com/songquanpeng/one-api)的基础上进行二次开发
+> 本项目为开源项目，在 [One API](https://github.com/songquanpeng/one-api) 的基础上进行二次开发
 
 > [!IMPORTANT]  
-> - 本项目仅供个人学习使用，不保证稳定性，且不提供任何技术支持。
-> - 使用者必须在遵循 OpenAI 的[使用条款](https://openai.com/policies/terms-of-use)以及**法律法规**的情况下使用，不得用于非法用途。
-> - 根据[《生成式人工智能服务管理暂行办法》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm)的要求，请勿对中国地区公众提供一切未经备案的生成式人工智能服务。
+> - 本项目仅供个人学习使用，不保证稳定性，且不提供任何技术支持
+> - 使用者必须在遵循 OpenAI 的 [使用条款](https://openai.com/policies/terms-of-use) 以及**法律法规**的情况下使用，不得用于非法用途
+> - 根据 [《生成式人工智能服务管理暂行办法》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm) 的要求，请勿对中国地区公众提供一切未经备案的生成式人工智能服务
+
+---
+
+## 🤝 我们信任的合作伙伴
 
-<h2>🤝 我们信任的合作伙伴</h2>
-<p id="premium-sponsors">&nbsp;</p>
-<p align="center"><strong>排名不分先后</strong></p>
 <p align="center">
-  <a href="https://www.cherry-ai.com/" target=_blank><img
-    src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="120"
-  /></a>
-  <a href="https://bda.pku.edu.cn/" target=_blank><img
-    src="./docs/images/pku.png" alt="北京大学" height="120"
-  /></a>
-  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target=_blank><img
-    src="./docs/images/ucloud.png" alt="UCloud 优刻得" height="120"
-  /></a>
-  <a href="https://www.aliyun.com/" target=_blank><img
-    src="./docs/images/aliyun.png" alt="阿里云" height="120"
-  /></a>
-  <a href="https://io.net/" target=_blank><img
-    src="./docs/images/io-net.png" alt="IO.NET" height="120"
-  /></a>
+  <em>排名不分先后</em>
 </p>
-<p>&nbsp;</p>
+
+<p align="center">
+  <a href="https://www.cherry-ai.com/" target="_blank">
+    <img src="./docs/images/cherry-studio.png" alt="Cherry Studio" height="80" />
+  </a>
+  <a href="https://bda.pku.edu.cn/" target="_blank">
+    <img src="./docs/images/pku.png" alt="北京大学" height="80" />
+  </a>
+  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
+    <img src="./docs/images/ucloud.png" alt="UCloud 优刻得" height="80" />
+  </a>
+  <a href="https://www.aliyun.com/" target="_blank">
+    <img src="./docs/images/aliyun.png" alt="阿里云" height="80" />
+  </a>
+  <a href="https://io.net/" target="_blank">
+    <img src="./docs/images/io-net.png" alt="IO.NET" height="80" />
+  </a>
+</p>
+
+---
+
+## 🙏 特别鸣谢
+
+<p align="center">
+  <a href="https://www.jetbrains.com/?from=new-api" target="_blank">
+    <img src="https://resources.jetbrains.com/storage/products/company/brand/logos/jb_beam.png" alt="JetBrains Logo" width="120" />
+  </a>
+</p>
+
+<p align="center">
+  <strong>感谢 <a href="https://www.jetbrains.com/?from=new-api">JetBrains</a> 为本项目提供免费的开源开发许可证</strong>
+</p>
+
+---
+
+## 🚀 快速开始
+
+### 使用 Docker Compose（推荐）
+
+```bash
+# 克隆项目
+git clone https://github.com/QuantumNous/new-api.git
+cd new-api
+
+# 编辑 docker-compose.yml 配置
+nano docker-compose.yml
+
+# 启动服务
+docker-compose up -d
+```
+
+<details>
+<summary><strong>使用 Docker 命令</strong></summary>
+
+```bash
+# 拉取最新镜像
+docker pull calciumion/new-api:latest
+
+# 使用 SQLite（默认）
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+
+# 使用 MySQL
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
+
+> **💡 提示：** `-v ./data:/data` 会将数据保存在当前目录的 `data` 文件夹中，你也可以改为绝对路径如 `-v /your/custom/path:/data`
+
+</details>
+
+---
+
+🎉 部署完成后，访问 `http://localhost:3000` 即可使用！
+
+📖 更多部署方式请参考 [部署指南](https://docs.newapi.pro/installation)
+
+---
 
 ## 📚 文档
 
-详细文档请访问我们的官方Wiki：[https://docs.newapi.pro/](https://docs.newapi.pro/)
+<div align="center">
 
-也可访问AI生成的DeepWiki:
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+### 📖 [官方文档](https://docs.newapi.pro/) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+
+</div>
+
+**快速导航：**
+
+| 分类 | 链接 |
+|------|------|
+| 🚀 部署指南 | [安装文档](https://docs.newapi.pro/installation) |
+| ⚙️ 环境配置 | [环境变量](https://docs.newapi.pro/installation/environment-variables) |
+| 📡 接口文档 | [API 文档](https://docs.newapi.pro/api) |
+| ❓ 常见问题 | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/support/community-interaction) |
+
+---
 
 ## ✨ 主要特性
 
-New API提供了丰富的功能，详细特性请参考[特性说明](https://docs.newapi.pro/wiki/features-introduction)：
+> 详细特性请参考 [特性说明](https://docs.newapi.pro/wiki/features-introduction)
 
-1. 🎨 全新的UI界面
-2. 🌍 多语言支持
-3. 💰 支持在线充值功能，当前支持易支付和Stripe
-4. 🔍 支持用key查询使用额度（配合[neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool)）
-5. 🔄 兼容原版One API的数据库
-6. 💵 支持模型按次数收费
-7. ⚖️ 支持渠道加权随机
-8. 📈 数据看板（控制台）
-9. 🔒 令牌分组、模型限制
-10. 🤖 支持更多授权登陆方式（LinuxDO,Telegram、OIDC）
-11. 🔄 支持Rerank模型（Cohere和Jina），[接口文档](https://docs.newapi.pro/api/jinaai-rerank)
-12. ⚡ 支持OpenAI Realtime API（包括Azure渠道），[接口文档](https://docs.newapi.pro/api/openai-realtime)
-13. ⚡ 支持 **OpenAI Responses** 格式，[接口文档](https://docs.newapi.pro/api/openai-responses)
-14. ⚡ 支持 **Claude Messages** 格式，[接口文档](https://docs.newapi.pro/api/anthropic-chat)
-15. ⚡ 支持 **Google Gemini** 格式，[接口文档](https://docs.newapi.pro/api/google-gemini-chat/)
-16. 🧠 支持通过模型名称后缀设置 reasoning effort：
-    1. OpenAI o系列模型
-        - 添加后缀 `-high` 设置为 high reasoning effort (例如: `o3-mini-high`)
-        - 添加后缀 `-medium` 设置为 medium reasoning effort (例如: `o3-mini-medium`)
-        - 添加后缀 `-low` 设置为 low reasoning effort (例如: `o3-mini-low`)
-    2. Claude 思考模型
-        - 添加后缀 `-thinking` 启用思考模式 (例如: `claude-3-7-sonnet-20250219-thinking`)
-17. 🔄 思考转内容功能
-18. 🔄 针对用户的模型限流功能
-19. 🔄 请求格式转换功能，支持以下三种格式转换：
-    1. OpenAI Chat Completions => Claude Messages （OpenAI格式调用Claude模型）
-    2. Clade Messages => OpenAI Chat Completions (可用于Claude Code调用第三方模型)
-    3. OpenAI Chat Completions => Gemini Chat （OpenAI格式调用Gemini模型）
-20. 💰 缓存计费支持，开启后可以在缓存命中时按照设定的比例计费：
-    1. 在 `系统设置-运营设置` 中设置 `提示缓存倍率` 选项
-    2. 在渠道中设置 `提示缓存倍率`，范围 0-1，例如设置为 0.5 表示缓存命中时按照 50% 计费
-    3. 支持的渠道：
-        - [x] OpenAI
-        - [x] Azure
-        - [x] DeepSeek
-        - [x] Claude
+### 🎨 核心功能
 
-## 模型支持
+| 特性 | 说明 |
+|------|------|
+| 🎨 全新 UI | 现代化的用户界面设计 |
+| 🌍 多语言 | 支持中文、英文、法语、日语 |
+| 🔄 数据兼容 | 完全兼容原版 One API 数据库 |
+| 📈 数据看板 | 可视化控制台与统计分析 |
+| 🔒 权限管理 | 令牌分组、模型限制、用户管理 |
 
-此版本支持多种模型，详情请参考[接口文档-中继接口](https://docs.newapi.pro/api)：
+### 💰 支付与计费
 
-1. 第三方模型 **gpts** （gpt-4-gizmo-*）
-2. 第三方渠道[Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy)接口，[接口文档](https://docs.newapi.pro/api/midjourney-proxy-image)
-3. 第三方渠道[Suno API](https://github.com/Suno-API/Suno-API)接口，[接口文档](https://docs.newapi.pro/api/suno-music)
-4. 自定义渠道，支持填入完整调用地址
-5. Rerank模型（[Cohere](https://cohere.ai/)和[Jina](https://jina.ai/)），[接口文档](https://docs.newapi.pro/api/jinaai-rerank)
-6. Claude Messages 格式，[接口文档](https://docs.newapi.pro/api/anthropic-chat)
-7. Google Gemini格式，[接口文档](https://docs.newapi.pro/api/google-gemini-chat/)
-8. Dify，当前仅支持chatflow
-9. 更多接口请参考[接口文档](https://docs.newapi.pro/api)
+- ✅ 在线充值（易支付、Stripe）
+- ✅ 模型按次数收费
+- ✅ 缓存计费支持（OpenAI、Azure、DeepSeek、Claude、Qwen等所有支持的模型）
+- ✅ 灵活的计费策略配置
 
-## 环境变量配置
+### 🔐 授权与安全
 
-详细配置说明请参考[安装指南-环境变量配置](https://docs.newapi.pro/installation/environment-variables)：
+- 😈 Discord 授权登录
+- 🤖 LinuxDO 授权登录
+- 📱 Telegram 授权登录
+- 🔑 OIDC 统一认证
+- 🔍 Key 查询使用额度（配合 [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool)）
 
-- `GENERATE_DEFAULT_TOKEN`：是否为新注册用户生成初始令牌，默认为 `false`
-- `STREAMING_TIMEOUT`：流式回复超时时间，默认300秒
-- `DIFY_DEBUG`：Dify渠道是否输出工作流和节点信息，默认 `true`
-- `GET_MEDIA_TOKEN`：是否统计图片token，默认 `true`
-- `GET_MEDIA_TOKEN_NOT_STREAM`：非流情况下是否统计图片token，默认 `true`
-- `UPDATE_TASK`：是否更新异步任务（Midjourney、Suno），默认 `true`
-- `GEMINI_VISION_MAX_IMAGE_NUM`：Gemini模型最大图片数量，默认 `16`
-- `MAX_FILE_DOWNLOAD_MB`: 最大文件下载大小，单位MB，默认 `20`
-- `CRYPTO_SECRET`：加密密钥，用于加密Redis数据库内容
-- `AZURE_DEFAULT_API_VERSION`：Azure渠道默认API版本，默认 `2025-04-01-preview`
-- `NOTIFICATION_LIMIT_DURATION_MINUTE`：邮件等通知限制持续时间，默认 `10`分钟
-- `NOTIFY_LIMIT_COUNT`：用户通知在指定持续时间内的最大数量，默认 `2`
-- `ERROR_LOG_ENABLED=true`: 是否记录并显示错误日志，默认`false`
+### 🚀 高级功能
 
-## 部署
+**API 格式支持：**
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/api/openai-responses)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/api/openai-realtime)（含 Azure）
+- ⚡ [Claude Messages](https://docs.newapi.pro/api/anthropic-chat)
+- ⚡ [Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+- 🔄 [Rerank 模型](https://docs.newapi.pro/api/jinaai-rerank)（Cohere、Jina）
 
-详细部署指南请参考[安装指南-部署方式](https://docs.newapi.pro/installation)：
+**智能路由：**
+- ⚖️ 渠道加权随机
+- 🔄 失败自动重试
+- 🚦 用户级别模型限流
+
+**格式转换：**
+- 🔄 OpenAI ⇄ Claude Messages
+- 🔄 OpenAI ⇄ Gemini Chat
+- 🔄 思考转内容功能
+
+**Reasoning Effort 支持：**
+
+<details>
+<summary>查看详细配置</summary>
+
+**OpenAI 系列模型：**
+- `o3-mini-high` - High reasoning effort
+- `o3-mini-medium` - Medium reasoning effort
+- `o3-mini-low` - Low reasoning effort
+- `gpt-5-high` - High reasoning effort
+- `gpt-5-medium` - Medium reasoning effort
+- `gpt-5-low` - Low reasoning effort
+
+**Claude 思考模型：**
+- `claude-3-7-sonnet-20250219-thinking` - 启用思考模式
+
+**Google Gemini 系列模型：**
+- `gemini-2.5-flash-thinking` - 启用思考模式
+- `gemini-2.5-flash-nothinking` - 禁用思考模式
+- `gemini-2.5-pro-thinking` - 启用思考模式
+- `gemini-2.5-pro-thinking-128` - 启用思考模式，并设置思考预算为128tokens
+- 也可以直接在 Gemini 模型名称后追加 `-low` / `-medium` / `-high` 来控制思考力度（无需再设置思考预算后缀）
+
+</details>
+
+---
+
+## 🤖 模型支持
+
+> 详情请参考 [接口文档 - 中继接口](https://docs.newapi.pro/api)
+
+| 模型类型 | 说明 | 文档 |
+|---------|------|------|
+| 🤖 OpenAI GPTs | gpt-4-gizmo-* 系列 | - |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [文档](https://docs.newapi.pro/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [文档](https://docs.newapi.pro/api/suno-music) |
+| 🔄 Rerank | Cohere、Jina | [文档](https://docs.newapi.pro/api/jinaai-rerank) |
+| 💬 Claude | Messages 格式 | [文档](https://docs.newapi.pro/api/anthropic-chat) |
+| 🌐 Gemini | Google Gemini 格式 | [文档](https://docs.newapi.pro/api/google-gemini-chat/) |
+| 🔧 Dify | ChatFlow 模式 | - |
+| 🎯 自定义 | 支持完整调用地址 | - |
+
+### 📡 支持的接口
+
+<details>
+<summary>查看完整接口列表</summary>
+
+- [聊天接口 (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
+- [响应接口 (Responses)](https://docs.newapi.pro/api/openai-responses)
+- [图像接口 (Image)](https://docs.newapi.pro/api/openai-image)
+- [音频接口 (Audio)](https://docs.newapi.pro/api/openai-audio)
+- [视频接口 (Video)](https://docs.newapi.pro/api/openai-video)
+- [嵌入接口 (Embeddings)](https://docs.newapi.pro/api/openai-embeddings)
+- [重排序接口 (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
+- [实时对话 (Realtime)](https://docs.newapi.pro/api/openai-realtime)
+- [Claude 聊天](https://docs.newapi.pro/api/anthropic-chat)
+- [Google Gemini 聊天](https://docs.newapi.pro/api/google-gemini-chat)
+
+</details>
+
+---
+
+## 🚢 部署
 
 > [!TIP]
-> 最新版Docker镜像：`calciumion/new-api:latest`  
+> **最新版 Docker 镜像：** `calciumion/new-api:latest`
 
-### 多机部署注意事项
-- 必须设置环境变量 `SESSION_SECRET`，否则会导致多机部署时登录状态不一致
-- 如果公用Redis，必须设置 `CRYPTO_SECRET`，否则会导致多机部署时Redis内容无法获取
+### 📋 部署要求
 
-### 部署要求
-- 本地数据库（默认）：SQLite（Docker部署必须挂载`/data`目录）
-- 远程数据库：MySQL版本 >= 5.7.8，PgSQL版本 >= 9.6
+| 组件 | 要求 |
+|------|------|
+| **本地数据库** | SQLite（Docker 需挂载 `/data` 目录）|
+| **远程数据库** | MySQL ≥ 5.7.8 或 PostgreSQL ≥ 9.6 |
+| **容器引擎** | Docker / Docker Compose |
 
-### 部署方式
+### ⚙️ 环境变量配置
 
-#### 使用宝塔面板Docker功能部署
-安装宝塔面板（**9.2.0版本**及以上），在应用商店中找到**New-API**安装即可。
-[图文教程](./docs/BT.md)
+<details>
+<summary>常用环境变量配置</summary>
 
-#### 使用Docker Compose部署（推荐）
-```shell
-# 下载项目源码
+| 变量名 | 说明                                                           | 默认值 |
+|--------|--------------------------------------------------------------|--------|
+| `SESSION_SECRET` | 会话密钥（多机部署必须）                                                 | - |
+| `CRYPTO_SECRET` | 加密密钥（Redis 必须）                                               | - |
+| `SQL_DSN` | 数据库连接字符串                                                     | - |
+| `REDIS_CONN_STRING` | Redis 连接字符串                                                  | - |
+| `STREAMING_TIMEOUT` | 流式超时时间（秒）                                                    | `300` |
+| `STREAM_SCANNER_MAX_BUFFER_MB` | 流式扫描器单行最大缓冲（MB），图像生成等超大 `data:` 片段（如 4K 图片 base64）需适当调大 | `64` |
+| `AZURE_DEFAULT_API_VERSION` | Azure API 版本                                                 | `2025-04-01-preview` |
+| `ERROR_LOG_ENABLED` | 错误日志开关                                                       | `false` |
+
+📖 **完整配置：** [环境变量文档](https://docs.newapi.pro/installation/environment-variables)
+
+</details>
+
+### 🔧 部署方式
+
+<details>
+<summary><strong>方式 1：Docker Compose（推荐）</strong></summary>
+
+```bash
+# 克隆项目
 git clone https://github.com/QuantumNous/new-api.git
-
-# 进入项目目录
 cd new-api
 
-# 根据需要编辑 docker-compose.yml 文件
-# 使用nano编辑器
+# 编辑配置
 nano docker-compose.yml
-# 或使用vim编辑器
-# vim docker-compose.yml
 
+# 启动服务
+docker-compose up -d
 ```
 
-#### 直接使用Docker镜像
-```shell
-# 使用SQLite
-docker run --name new-api -d --restart always -p 3000:3000 -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+</details>
 
-# 使用MySQL
-docker run --name new-api -d --restart always -p 3000:3000 -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
+<details>
+<summary><strong>方式 2：Docker 命令</strong></summary>
+
+**使用 SQLite：**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
 ```
 
-## 渠道重试与缓存
-渠道重试功能已经实现，可以在`设置->运营设置->通用设置->失败重试次数`设置重试次数，**建议开启缓存**功能。
+**使用 MySQL：**
+```bash
+docker run --name new-api -d --restart always \
+  -p 3000:3000 \
+  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
+  -e TZ=Asia/Shanghai \
+  -v ./data:/data \
+  calciumion/new-api:latest
+```
 
-### 缓存设置方法
-1. `REDIS_CONN_STRING`：设置Redis作为缓存
-2. `MEMORY_CACHE_ENABLED`：启用内存缓存（设置了Redis则无需手动设置）
+> **💡 路径说明：** 
+> - `./data:/data` - 相对路径，数据保存在当前目录的 data 文件夹
+> - 也可使用绝对路径，如：`/your/custom/path:/data`
 
-## 接口文档
+</details>
 
-详细接口文档请参考[接口文档](https://docs.newapi.pro/api)：
+<details>
+<summary><strong>方式 3：宝塔面板</strong></summary>
 
-- [聊天接口（Chat Completions）](https://docs.newapi.pro/api/openai-chat)
-- [响应接口 （Responses）](https://docs.newapi.pro/api/openai-responses)
-- [图像接口（Image）](https://docs.newapi.pro/api/openai-image)
-- [重排序接口（Rerank）](https://docs.newapi.pro/api/jinaai-rerank)
-- [实时对话接口（Realtime）](https://docs.newapi.pro/api/openai-realtime)
-- [Claude聊天接口](https://docs.newapi.pro/api/anthropic-chat)
-- [Google Gemini聊天接口](https://docs.newapi.pro/api/google-gemini-chat)
+1. 安装宝塔面板（≥ 9.2.0 版本）
+2. 在应用商店搜索 **New-API**
+3. 一键安装
 
-## 相关项目
-- [One API](https://github.com/songquanpeng/one-api)：原版项目
-- [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy)：Midjourney接口支持
-- [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool)：用key查询使用额度
+📖 [图文教程](./docs/BT.md)
 
-其他基于New API的项目：
-- [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon)：New API高性能优化版
+</details>
 
-## 帮助支持
+### ⚠️ 多机部署注意事项
 
-如有问题，请参考[帮助支持](https://docs.newapi.pro/support)：
-- [社区交流](https://docs.newapi.pro/support/community-interaction)
-- [反馈问题](https://docs.newapi.pro/support/feedback-issues)
-- [常见问题](https://docs.newapi.pro/support/faq)
+> [!WARNING]
+> - **必须设置** `SESSION_SECRET` - 否则登录状态不一致
+> - **公用 Redis 必须设置** `CRYPTO_SECRET` - 否则数据无法解密
+
+### 🔄 渠道重试与缓存
+
+**重试配置：** `设置 → 运营设置 → 通用设置 → 失败重试次数`
+
+**缓存配置：**
+- `REDIS_CONN_STRING`：Redis 缓存（推荐）
+- `MEMORY_CACHE_ENABLED`：内存缓存
+
+---
+
+## 🔗 相关项目
+
+### 上游项目
+
+| 项目 | 说明 |
+|------|------|
+| [One API](https://github.com/songquanpeng/one-api) | 原版项目基础 |
+| [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy) | Midjourney 接口支持 |
+
+### 配套工具
+
+| 项目 | 说明 |
+|------|------|
+| [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool) | Key 额度查询工具 |
+| [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon) | New API 高性能优化版 |
+
+---
+
+## 💬 帮助支持
+
+### 📖 文档资源
+
+| 资源 | 链接 |
+|------|------|
+| 📘 常见问题 | [FAQ](https://docs.newapi.pro/support/faq) |
+| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/support/community-interaction) |
+| 🐛 反馈问题 | [问题反馈](https://docs.newapi.pro/support/feedback-issues) |
+| 📚 完整文档 | [官方文档](https://docs.newapi.pro/support) |
+
+### 🤝 贡献指南
+
+欢迎各种形式的贡献！
+
+- 🐛 报告 Bug
+- 💡 提出新功能
+- 📝 改进文档
+- 🔧 提交代码
+
+---
 
 ## 🌟 Star History
 
+<div align="center">
+
 [![Star History Chart](https://api.star-history.com/svg?repos=Calcium-Ion/new-api&type=Date)](https://star-history.com/#Calcium-Ion/new-api&Date)
+
+</div>
+
+---
+
+<div align="center">
+
+### 💖 感谢使用 New API
+
+如果这个项目对你有帮助，欢迎给我们一个 ⭐️ Star！
+
+**[官方文档](https://docs.newapi.pro/)** • **[问题反馈](https://github.com/Calcium-Ion/new-api/issues)** • **[最新发布](https://github.com/Calcium-Ion/new-api/releases)**
+
+<sub>Built with ❤️ by QuantumNous</sub>
+
+</div>

common/api_type.go

@@ -71,6 +71,8 @@ func ChannelType2APIType(channelType int) (int, bool) {
 		apiType = constant.APITypeSubmodel
 	case constant.ChannelTypeMiniMax:
 		apiType = constant.APITypeMiniMax
+	case constant.ChannelTypeReplicate:
+		apiType = constant.APITypeReplicate
 	}
 	if apiType == -1 {
 		return constant.APITypeOpenAI, false

common/audio.go

@@ -30,10 +30,11 @@ func GetAudioDuration(ctx context.Context, f io.ReadSeeker, ext string) (duratio
 		duration, err = getFLACDuration(f)
 	case ".m4a", ".mp4":
 		duration, err = getM4ADuration(f)
-	case ".ogg", ".oga":
+	case ".ogg", ".oga", ".opus":
 		duration, err = getOGGDuration(f)
-	case ".opus":
-		duration, err = getOpusDuration(f)
+		if err != nil {
+			duration, err = getOpusDuration(f)
+		}
 	case ".aiff", ".aif", ".aifc":
 		duration, err = getAIFFDuration(f)
 	case ".webm":

common/constants.go

@@ -121,6 +121,9 @@ var BatchUpdateInterval int
 
 var RelayTimeout int // unit is second
 
+var RelayMaxIdleConns int
+var RelayMaxIdleConnsPerHost int
+
 var GeminiSafetySetting string
 
 // https://docs.cohere.com/docs/safety-modes Type; NONE/CONTEXTUAL/STRICT
@@ -159,14 +162,15 @@ var (
 	GlobalWebRateLimitNum      int
 	GlobalWebRateLimitDuration int64
 
+	CriticalRateLimitEnable   bool
+	CriticalRateLimitNum            = 20
+	CriticalRateLimitDuration int64 = 20 * 60
+
 	UploadRateLimitNum            = 10
 	UploadRateLimitDuration int64 = 60
 
 	DownloadRateLimitNum            = 10
 	DownloadRateLimitDuration int64 = 60
-
-	CriticalRateLimitNum            = 20
-	CriticalRateLimitDuration int64 = 20 * 60
 )
 
 var RateLimitKeyExpirationDuration = 20 * time.Minute

common/embed-file-system.go

@@ -4,6 +4,7 @@ import (
 	"embed"
 	"io/fs"
 	"net/http"
+	"os"
 
 	"github.com/gin-contrib/static"
 )
@@ -14,7 +15,7 @@ type embedFileSystem struct {
 	http.FileSystem
 }
 
-func (e embedFileSystem) Exists(prefix string, path string) bool {
+func (e *embedFileSystem) Exists(prefix string, path string) bool {
 	_, err := e.Open(path)
 	if err != nil {
 		return false
@@ -22,12 +23,21 @@ func (e embedFileSystem) Exists(prefix string, path string) bool {
 	return true
 }
 
+func (e *embedFileSystem) Open(name string) (http.File, error) {
+	if name == "/" {
+		// This will make sure the index page goes to NoRouter handler,
+		// which will use the replaced index bytes with analytic codes.
+		return nil, os.ErrNotExist
+	}
+	return e.FileSystem.Open(name)
+}
+
 func EmbedFolder(fsEmbed embed.FS, targetPath string) static.ServeFileSystem {
 	efs, err := fs.Sub(fsEmbed, targetPath)
 	if err != nil {
 		panic(err)
 	}
-	return embedFileSystem{
+	return &embedFileSystem{
 		FileSystem: http.FS(efs),
 	}
 }

common/gin.go

@@ -2,8 +2,9 @@ package common
 
 import (
 	"bytes"
-	"encoding/json"
+	"errors"
 	"io"
+	"mime"
 	"mime/multipart"
 	"net/http"
 	"net/url"
@@ -41,11 +42,11 @@ func UnmarshalBodyReusable(c *gin.Context, v any) error {
 	//}
 	contentType := c.Request.Header.Get("Content-Type")
 	if strings.HasPrefix(contentType, "application/json") {
-		err = Unmarshal(requestBody, &v)
+		err = Unmarshal(requestBody, v)
 	} else if strings.Contains(contentType, gin.MIMEPOSTForm) {
-		err = parseFormData(requestBody, &v)
+		err = parseFormData(requestBody, v)
 	} else if strings.Contains(contentType, gin.MIMEMultipartPOSTForm) {
-		err = parseMultipartFormData(c, requestBody, &v)
+		err = parseMultipartFormData(c, requestBody, v)
 	} else {
 		// skip for now
 		// TODO: someday non json request have variant model, we will need to implementation this
@@ -129,13 +130,13 @@ func ParseMultipartFormReusable(c *gin.Context) (*multipart.Form, error) {
 	}
 
 	contentType := c.Request.Header.Get("Content-Type")
-	boundary := ""
-	if idx := strings.Index(contentType, "boundary="); idx != -1 {
-		boundary = contentType[idx+9:]
+	boundary, err := parseBoundary(contentType)
+	if err != nil {
+		return nil, err
 	}
 
 	reader := multipart.NewReader(bytes.NewReader(requestBody), boundary)
-	form, err := reader.ReadForm(32 << 20) // 32 MB max memory
+	form, err := reader.ReadForm(multipartMemoryLimit())
 	if err != nil {
 		return nil, err
 	}
@@ -145,6 +146,20 @@ func ParseMultipartFormReusable(c *gin.Context) (*multipart.Form, error) {
 	return form, nil
 }
 
+func processFormMap(formMap map[string]any, v any) error {
+	jsonData, err := Marshal(formMap)
+	if err != nil {
+		return err
+	}
+
+	err = Unmarshal(jsonData, v)
+	if err != nil {
+		return err
+	}
+
+	return nil
+}
+
 func parseFormData(data []byte, v any) error {
 	values, err := url.ParseQuery(string(data))
 	if err != nil {
@@ -158,27 +173,22 @@ func parseFormData(data []byte, v any) error {
 			formMap[key] = vals
 		}
 	}
-	jsonData, err := json.Marshal(formMap)
-	if err != nil {
-		return err
-	}
 
-	return Unmarshal(jsonData, v)
+	return processFormMap(formMap, v)
 }
 
 func parseMultipartFormData(c *gin.Context, data []byte, v any) error {
 	contentType := c.Request.Header.Get("Content-Type")
-	boundary := ""
-	if idx := strings.Index(contentType, "boundary="); idx != -1 {
-		boundary = contentType[idx+9:]
-	}
-
-	if boundary == "" {
-		return Unmarshal(data, v) // Fallback to JSON
+	boundary, err := parseBoundary(contentType)
+	if err != nil {
+		if errors.Is(err, errBoundaryNotFound) {
+			return Unmarshal(data, v) // Fallback to JSON
+		}
+		return err
 	}
 
 	reader := multipart.NewReader(bytes.NewReader(data), boundary)
-	form, err := reader.ReadForm(32 << 20) // 32 MB max memory
+	form, err := reader.ReadForm(multipartMemoryLimit())
 	if err != nil {
 		return err
 	}
@@ -191,10 +201,34 @@ func parseMultipartFormData(c *gin.Context, data []byte, v any) error {
 			formMap[key] = vals
 		}
 	}
-	jsonData, err := Marshal(formMap)
-	if err != nil {
-		return err
-	}
 
-	return Unmarshal(jsonData, v)
+	return processFormMap(formMap, v)
+}
+
+var errBoundaryNotFound = errors.New("multipart boundary not found")
+
+// parseBoundary extracts the multipart boundary from the Content-Type header using mime.ParseMediaType
+func parseBoundary(contentType string) (string, error) {
+	if contentType == "" {
+		return "", errBoundaryNotFound
+	}
+	// Boundary-UUID / boundary-------xxxxxx
+	_, params, err := mime.ParseMediaType(contentType)
+	if err != nil {
+		return "", err
+	}
+	boundary, ok := params["boundary"]
+	if !ok || boundary == "" {
+		return "", errBoundaryNotFound
+	}
+	return boundary, nil
+}
+
+// multipartMemoryLimit returns the configured multipart memory limit in bytes
+func multipartMemoryLimit() int64 {
+	limitMB := constant.MaxFileDownloadMB
+	if limitMB <= 0 {
+		limitMB = 32
+	}
+	return int64(limitMB) << 20
 }

common/init.go

@@ -30,6 +30,11 @@ func printHelp() {
 func InitEnv() {
 	flag.Parse()
 
+	envVersion := os.Getenv("VERSION")
+	if envVersion != "" {
+		Version = envVersion
+	}
+
 	if *PrintVersion {
 		fmt.Println(Version)
 		os.Exit(0)
@@ -85,6 +90,8 @@ func InitEnv() {
 	SyncFrequency = GetEnvOrDefault("SYNC_FREQUENCY", 60)
 	BatchUpdateInterval = GetEnvOrDefault("BATCH_UPDATE_INTERVAL", 5)
 	RelayTimeout = GetEnvOrDefault("RELAY_TIMEOUT", 0)
+	RelayMaxIdleConns = GetEnvOrDefault("RELAY_MAX_IDLE_CONNS", 500)
+	RelayMaxIdleConnsPerHost = GetEnvOrDefault("RELAY_MAX_IDLE_CONNS_PER_HOST", 100)
 
 	// Initialize string variables with GetEnvOrDefaultString
 	GeminiSafetySetting = GetEnvOrDefaultString("GEMINI_SAFETY_SETTING", "BLOCK_NONE")
@@ -99,6 +106,9 @@ func InitEnv() {
 	GlobalWebRateLimitNum = GetEnvOrDefault("GLOBAL_WEB_RATE_LIMIT", 60)
 	GlobalWebRateLimitDuration = int64(GetEnvOrDefault("GLOBAL_WEB_RATE_LIMIT_DURATION", 180))
 
+	CriticalRateLimitEnable = GetEnvOrDefaultBool("CRITICAL_RATE_LIMIT_ENABLE", true)
+	CriticalRateLimitNum = GetEnvOrDefault("CRITICAL_RATE_LIMIT", 20)
+	CriticalRateLimitDuration = int64(GetEnvOrDefault("CRITICAL_RATE_LIMIT_DURATION", 20*60))
 	initConstantEnv()
 }
 
@@ -106,10 +116,12 @@ func initConstantEnv() {
 	constant.StreamingTimeout = GetEnvOrDefault("STREAMING_TIMEOUT", 300)
 	constant.DifyDebug = GetEnvOrDefaultBool("DIFY_DEBUG", true)
 	constant.MaxFileDownloadMB = GetEnvOrDefault("MAX_FILE_DOWNLOAD_MB", 20)
+	constant.StreamScannerMaxBufferMB = GetEnvOrDefault("STREAM_SCANNER_MAX_BUFFER_MB", 64)
 	// ForceStreamOption 覆盖请求参数，强制返回usage信息
 	constant.ForceStreamOption = GetEnvOrDefaultBool("FORCE_STREAM_OPTION", true)
+	constant.CountToken = GetEnvOrDefaultBool("CountToken", true)
 	constant.GetMediaToken = GetEnvOrDefaultBool("GET_MEDIA_TOKEN", true)
-	constant.GetMediaTokenNotStream = GetEnvOrDefaultBool("GET_MEDIA_TOKEN_NOT_STREAM", true)
+	constant.GetMediaTokenNotStream = GetEnvOrDefaultBool("GET_MEDIA_TOKEN_NOT_STREAM", false)
 	constant.UpdateTask = GetEnvOrDefaultBool("UPDATE_TASK", true)
 	constant.AzureDefaultAPIVersion = GetEnvOrDefaultString("AZURE_DEFAULT_API_VERSION", "2025-04-01-preview")
 	constant.GeminiVisionMaxImageNum = GetEnvOrDefault("GEMINI_VISION_MAX_IMAGE_NUM", 16)
@@ -119,6 +131,8 @@ func initConstantEnv() {
 	constant.GenerateDefaultToken = GetEnvOrDefaultBool("GENERATE_DEFAULT_TOKEN", false)
 	// 是否启用错误日志
 	constant.ErrorLogEnabled = GetEnvOrDefaultBool("ERROR_LOG_ENABLED", false)
+	// 任务轮询时查询的最大数量
+	constant.TaskQueryLimit = GetEnvOrDefault("TASK_QUERY_LIMIT", 1000)
 
 	soraPatchStr := GetEnvOrDefaultString("TASK_PRICE_PATCH", "")
 	if soraPatchStr != "" {

common/model.go

@@ -17,6 +17,13 @@ var (
 		"flux-",
 		"flux.1-",
 	}
+	OpenAITextModels = []string{
+		"gpt-",
+		"o1",
+		"o3",
+		"o4",
+		"chatgpt",
+	}
 )
 
 func IsOpenAIResponseOnlyModel(modelName string) bool {
@@ -40,3 +47,13 @@ func IsImageGenerationModel(modelName string) bool {
 	}
 	return false
 }
+
+func IsOpenAITextModel(modelName string) bool {
+	modelName = strings.ToLower(modelName)
+	for _, m := range OpenAITextModels {
+		if strings.Contains(modelName, m) {
+			return true
+		}
+	}
+	return false
+}

common/utils.go

@@ -230,10 +230,6 @@ func GetUUID() string {
 
 const keyChars = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ"
 
-func init() {
-	rand.New(rand.NewSource(time.Now().UnixNano()))
-}
-
 func GenerateRandomCharsKey(length int) (string, error) {
 	b := make([]byte, length)
 	maxI := big.NewInt(int64(len(keyChars)))

constant/api_type.go

@@ -34,5 +34,6 @@ const (
 	APITypeMoonshot
 	APITypeSubmodel
 	APITypeMiniMax
+	APITypeReplicate
 	APITypeDummy // this one is only for count, do not add any channel after this
 )

constant/channel.go

@@ -53,6 +53,7 @@ const (
 	ChannelTypeSubmodel       = 53
 	ChannelTypeDoubaoVideo    = 54
 	ChannelTypeSora           = 55
+	ChannelTypeReplicate      = 56
 	ChannelTypeDummy          // this one is only for count, do not add any channel after this
 
 )
@@ -114,6 +115,7 @@ var ChannelBaseURLs = []string{
 	"https://llm.submodel.ai",                   //53
 	"https://ark.cn-beijing.volces.com",         //54
 	"https://api.openai.com",                    //55
+	"https://api.replicate.com",                 //56
 }
 
 var ChannelTypeNames = map[int]string{
@@ -169,6 +171,7 @@ var ChannelTypeNames = map[int]string{
 	ChannelTypeSubmodel:       "Submodel",
 	ChannelTypeDoubaoVideo:    "DoubaoVideo",
 	ChannelTypeSora:           "Sora",
+	ChannelTypeReplicate:      "Replicate",
 }
 
 func GetChannelTypeName(channelType int) string {
@@ -177,3 +180,27 @@ func GetChannelTypeName(channelType int) string {
 	}
 	return "Unknown"
 }
+
+type ChannelSpecialBase struct {
+	ClaudeBaseURL string
+	OpenAIBaseURL string
+}
+
+var ChannelSpecialBases = map[string]ChannelSpecialBase{
+	"glm-coding-plan": {
+		ClaudeBaseURL: "https://open.bigmodel.cn/api/anthropic",
+		OpenAIBaseURL: "https://open.bigmodel.cn/api/coding/paas/v4",
+	},
+	"glm-coding-plan-international": {
+		ClaudeBaseURL: "https://api.z.ai/api/anthropic",
+		OpenAIBaseURL: "https://api.z.ai/api/coding/paas/v4",
+	},
+	"kimi-coding-plan": {
+		ClaudeBaseURL: "https://api.kimi.com/coding",
+		OpenAIBaseURL: "https://api.kimi.com/coding/v1",
+	},
+	"doubao-coding-plan": {
+		ClaudeBaseURL: "https://ark.cn-beijing.volces.com/api/coding",
+		OpenAIBaseURL: "https://ark.cn-beijing.volces.com/api/coding/v3",
+	},
+}

constant/context_key.go

@@ -3,8 +3,9 @@ package constant
 type ContextKey string
 
 const (
-	ContextKeyTokenCountMeta ContextKey = "token_count_meta"
-	ContextKeyPromptTokens   ContextKey = "prompt_tokens"
+	ContextKeyTokenCountMeta  ContextKey = "token_count_meta"
+	ContextKeyPromptTokens    ContextKey = "prompt_tokens"
+	ContextKeyEstimatedTokens ContextKey = "estimated_tokens"
 
 	ContextKeyOriginalModel    ContextKey = "original_model"
 	ContextKeyRequestStartTime ContextKey = "request_start_time"
@@ -46,5 +47,7 @@ const (
 	ContextKeyUsingGroup  ContextKey = "group"
 	ContextKeyUserName    ContextKey = "username"
 
+	ContextKeyLocalCountTokens ContextKey = "local_count_tokens"
+
 	ContextKeySystemPromptOverride ContextKey = "system_prompt_override"
 )

constant/env.go

@@ -3,7 +3,9 @@ package constant
 var StreamingTimeout int
 var DifyDebug bool
 var MaxFileDownloadMB int
+var StreamScannerMaxBufferMB int
 var ForceStreamOption bool
+var CountToken bool
 var GetMediaToken bool
 var GetMediaTokenNotStream bool
 var UpdateTask bool
@@ -13,6 +15,7 @@ var NotifyLimitCount int
 var NotificationLimitDurationMinute int
 var GenerateDefaultToken bool
 var ErrorLogEnabled bool
+var TaskQueryLimit int
 
 // temporary variable for sora patch, will be removed in future
 var TaskPricePatches []string

constant/task.go

@@ -15,6 +15,7 @@ const (
 	TaskActionTextGenerate      = "textGenerate"
 	TaskActionFirstTailGenerate = "firstTailGenerate"
 	TaskActionReferenceGenerate = "referenceGenerate"
+	TaskActionRemix             = "remixGenerate"
 )
 
 var SunoModel2Action = map[string]string{

controller/channel-test.go

@@ -351,7 +351,7 @@ func testChannel(channel *model.Channel, testModel string, endpointType string)
 			newAPIError: types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError),
 		}
 	}
-	info.PromptTokens = usage.PromptTokens
+	info.SetEstimatePromptTokens(usage.PromptTokens)
 
 	quota := 0
 	if !priceData.UsePrice {
@@ -617,6 +617,10 @@ func TestAllChannels(c *gin.Context) {
 var autoTestChannelsOnce sync.Once
 
 func AutomaticallyTestChannels() {
+	// 只在Master节点定时测试渠道
+	if !common.IsMasterNode {
+		return
+	}
 	autoTestChannelsOnce.Do(func() {
 		for {
 			if !operation_setting.GetMonitorSetting().AutoTestChannelEnabled {

controller/channel.go

@@ -91,7 +91,7 @@ func GetAllChannels(c *gin.Context) {
 			if tag == nil || *tag == "" {
 				continue
 			}
-			tagChannels, err := model.GetChannelsByTag(*tag, idSort)
+			tagChannels, err := model.GetChannelsByTag(*tag, idSort, false)
 			if err != nil {
 				continue
 			}
@@ -191,14 +191,40 @@ func FetchUpstreamModels(c *gin.Context) {
 	case constant.ChannelTypeAli:
 		url = fmt.Sprintf("%s/compatible-mode/v1/models", baseURL)
 	case constant.ChannelTypeZhipu_v4:
-		url = fmt.Sprintf("%s/api/paas/v4/models", baseURL)
+		if plan, ok := constant.ChannelSpecialBases[baseURL]; ok && plan.OpenAIBaseURL != "" {
+			url = fmt.Sprintf("%s/models", plan.OpenAIBaseURL)
+		} else {
+			url = fmt.Sprintf("%s/api/paas/v4/models", baseURL)
+		}
+	case constant.ChannelTypeVolcEngine:
+		if plan, ok := constant.ChannelSpecialBases[baseURL]; ok && plan.OpenAIBaseURL != "" {
+			url = fmt.Sprintf("%s/v1/models", plan.OpenAIBaseURL)
+		} else {
+			url = fmt.Sprintf("%s/v1/models", baseURL)
+		}
+	case constant.ChannelTypeMoonshot:
+		if plan, ok := constant.ChannelSpecialBases[baseURL]; ok && plan.OpenAIBaseURL != "" {
+			url = fmt.Sprintf("%s/models", plan.OpenAIBaseURL)
+		} else {
+			url = fmt.Sprintf("%s/v1/models", baseURL)
+		}
 	default:
 		url = fmt.Sprintf("%s/v1/models", baseURL)
 	}
 
+	// 获取用于请求的可用密钥（多密钥渠道优先使用启用状态的密钥）
+	key, _, apiErr := channel.GetNextEnabledKey()
+	if apiErr != nil {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": fmt.Sprintf("获取渠道密钥失败: %s", apiErr.Error()),
+		})
+		return
+	}
+	key = strings.TrimSpace(key)
+
 	// 获取响应体 - 根据渠道类型决定是否添加 AuthHeader
 	var body []byte
-	key := strings.Split(channel.Key, "\n")[0]
 	switch channel.Type {
 	case constant.ChannelTypeAnthropic:
 		body, err = GetResponseBody("GET", url, channel, GetClaudeAuthHeader(key))
@@ -271,7 +297,7 @@ func SearchChannels(c *gin.Context) {
 		}
 		for _, tag := range tags {
 			if tag != nil && *tag != "" {
-				tagChannel, err := model.GetChannelsByTag(*tag, idSort)
+				tagChannel, err := model.GetChannelsByTag(*tag, idSort, false)
 				if err == nil {
 					channelData = append(channelData, tagChannel...)
 				}
@@ -649,13 +675,15 @@ func DeleteDisabledChannel(c *gin.Context) {
 }
 
 type ChannelTag struct {
-	Tag          string  `json:"tag"`
-	NewTag       *string `json:"new_tag"`
-	Priority     *int64  `json:"priority"`
-	Weight       *uint   `json:"weight"`
-	ModelMapping *string `json:"model_mapping"`
-	Models       *string `json:"models"`
-	Groups       *string `json:"groups"`
+	Tag            string  `json:"tag"`
+	NewTag         *string `json:"new_tag"`
+	Priority       *int64  `json:"priority"`
+	Weight         *uint   `json:"weight"`
+	ModelMapping   *string `json:"model_mapping"`
+	Models         *string `json:"models"`
+	Groups         *string `json:"groups"`
+	ParamOverride  *string `json:"param_override"`
+	HeaderOverride *string `json:"header_override"`
 }
 
 func DisableTagChannels(c *gin.Context) {
@@ -721,7 +749,29 @@ func EditTagChannels(c *gin.Context) {
 		})
 		return
 	}
-	err = model.EditChannelByTag(channelTag.Tag, channelTag.NewTag, channelTag.ModelMapping, channelTag.Models, channelTag.Groups, channelTag.Priority, channelTag.Weight)
+	if channelTag.ParamOverride != nil {
+		trimmed := strings.TrimSpace(*channelTag.ParamOverride)
+		if trimmed != "" && !json.Valid([]byte(trimmed)) {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "参数覆盖必须是合法的 JSON 格式",
+			})
+			return
+		}
+		channelTag.ParamOverride = common.GetPointer[string](trimmed)
+	}
+	if channelTag.HeaderOverride != nil {
+		trimmed := strings.TrimSpace(*channelTag.HeaderOverride)
+		if trimmed != "" && !json.Valid([]byte(trimmed)) {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "请求头覆盖必须是合法的 JSON 格式",
+			})
+			return
+		}
+		channelTag.HeaderOverride = common.GetPointer[string](trimmed)
+	}
+	err = model.EditChannelByTag(channelTag.Tag, channelTag.NewTag, channelTag.ModelMapping, channelTag.Models, channelTag.Groups, channelTag.Priority, channelTag.Weight, channelTag.ParamOverride, channelTag.HeaderOverride)
 	if err != nil {
 		common.ApiError(c, err)
 		return
@@ -997,7 +1047,7 @@ func GetTagModels(c *gin.Context) {
 		return
 	}
 
-	channels, err := model.GetChannelsByTag(tag, false) // Assuming false for idSort is fine here
+	channels, err := model.GetChannelsByTag(tag, false, false) // idSort=false, selectAll=false
 	if err != nil {
 		c.JSON(http.StatusInternalServerError, gin.H{
 			"success": false,

controller/discord.go

@@ -0,0 +1,223 @@
+package controller
+
+import (
+	"encoding/json"
+	"errors"
+	"fmt"
+	"net/http"
+	"net/url"
+	"strconv"
+	"strings"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/setting/system_setting"
+
+	"github.com/gin-contrib/sessions"
+	"github.com/gin-gonic/gin"
+)
+
+type DiscordResponse struct {
+	AccessToken  string `json:"access_token"`
+	IDToken      string `json:"id_token"`
+	RefreshToken string `json:"refresh_token"`
+	TokenType    string `json:"token_type"`
+	ExpiresIn    int    `json:"expires_in"`
+	Scope        string `json:"scope"`
+}
+
+type DiscordUser struct {
+	UID  string `json:"id"`
+	ID   string `json:"username"`
+	Name string `json:"global_name"`
+}
+
+func getDiscordUserInfoByCode(code string) (*DiscordUser, error) {
+	if code == "" {
+		return nil, errors.New("无效的参数")
+	}
+
+	values := url.Values{}
+	values.Set("client_id", system_setting.GetDiscordSettings().ClientId)
+	values.Set("client_secret", system_setting.GetDiscordSettings().ClientSecret)
+	values.Set("code", code)
+	values.Set("grant_type", "authorization_code")
+	values.Set("redirect_uri", fmt.Sprintf("%s/oauth/discord", system_setting.ServerAddress))
+	formData := values.Encode()
+	req, err := http.NewRequest("POST", "https://discord.com/api/v10/oauth2/token", strings.NewReader(formData))
+	if err != nil {
+		return nil, err
+	}
+	req.Header.Set("Content-Type", "application/x-www-form-urlencoded")
+	req.Header.Set("Accept", "application/json")
+	client := http.Client{
+		Timeout: 5 * time.Second,
+	}
+	res, err := client.Do(req)
+	if err != nil {
+		common.SysLog(err.Error())
+		return nil, errors.New("无法连接至 Discord 服务器，请稍后重试！")
+	}
+	defer res.Body.Close()
+	var discordResponse DiscordResponse
+	err = json.NewDecoder(res.Body).Decode(&discordResponse)
+	if err != nil {
+		return nil, err
+	}
+
+	if discordResponse.AccessToken == "" {
+		common.SysError("Discord 获取 Token 失败，请检查设置！")
+		return nil, errors.New("Discord 获取 Token 失败，请检查设置！")
+	}
+
+	req, err = http.NewRequest("GET", "https://discord.com/api/v10/users/@me", nil)
+	if err != nil {
+		return nil, err
+	}
+	req.Header.Set("Authorization", "Bearer "+discordResponse.AccessToken)
+	res2, err := client.Do(req)
+	if err != nil {
+		common.SysLog(err.Error())
+		return nil, errors.New("无法连接至 Discord 服务器，请稍后重试！")
+	}
+	defer res2.Body.Close()
+	if res2.StatusCode != http.StatusOK {
+		common.SysError("Discord 获取用户信息失败！请检查设置！")
+		return nil, errors.New("Discord 获取用户信息失败！请检查设置！")
+	}
+
+	var discordUser DiscordUser
+	err = json.NewDecoder(res2.Body).Decode(&discordUser)
+	if err != nil {
+		return nil, err
+	}
+	if discordUser.UID == "" || discordUser.ID == "" {
+		common.SysError("Discord 获取用户信息为空！请检查设置！")
+		return nil, errors.New("Discord 获取用户信息为空！请检查设置！")
+	}
+	return &discordUser, nil
+}
+
+func DiscordOAuth(c *gin.Context) {
+	session := sessions.Default(c)
+	state := c.Query("state")
+	if state == "" || session.Get("oauth_state") == nil || state != session.Get("oauth_state").(string) {
+		c.JSON(http.StatusForbidden, gin.H{
+			"success": false,
+			"message": "state is empty or not same",
+		})
+		return
+	}
+	username := session.Get("username")
+	if username != nil {
+		DiscordBind(c)
+		return
+	}
+		if !system_setting.GetDiscordSettings().Enabled {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": "管理员未开启通过 Discord 登录以及注册",
+		})
+		return
+	}
+	code := c.Query("code")
+	discordUser, err := getDiscordUserInfoByCode(code)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	user := model.User{
+		DiscordId: discordUser.UID,
+	}
+	if model.IsDiscordIdAlreadyTaken(user.DiscordId) {
+		err := user.FillUserByDiscordId()
+		if err != nil {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": err.Error(),
+			})
+			return
+		}
+	} else {
+		if common.RegisterEnabled {
+			if discordUser.ID != "" {
+				user.Username = discordUser.ID
+			} else {
+				user.Username = "discord_" + strconv.Itoa(model.GetMaxUserId()+1)
+			}
+			if discordUser.Name != "" {
+				user.DisplayName = discordUser.Name
+			} else {
+				user.DisplayName = "Discord User"
+			}
+			err := user.Insert(0)
+			if err != nil {
+				c.JSON(http.StatusOK, gin.H{
+					"success": false,
+					"message": err.Error(),
+				})
+				return
+			}
+		} else {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "管理员关闭了新用户注册",
+			})
+			return
+		}
+	}
+
+	if user.Status != common.UserStatusEnabled {
+		c.JSON(http.StatusOK, gin.H{
+			"message": "用户已被封禁",
+			"success": false,
+		})
+		return
+	}
+	setupLogin(&user, c)
+}
+
+func DiscordBind(c *gin.Context) {
+	if !system_setting.GetDiscordSettings().Enabled {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": "管理员未开启通过 Discord 登录以及注册",
+		})
+		return
+	}
+	code := c.Query("code")
+	discordUser, err := getDiscordUserInfoByCode(code)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	user := model.User{
+		DiscordId: discordUser.UID,
+	}
+	if model.IsDiscordIdAlreadyTaken(user.DiscordId) {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": "该 Discord 账户已被绑定",
+		})
+		return
+	}
+	session := sessions.Default(c)
+	id := session.Get("id")
+	user.Id = id.(int)
+	err = user.FillUserById()
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	user.DiscordId = discordUser.UID
+	err = user.Update(false)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"message": "bind",
+	})
+}

controller/github.go

@@ -44,7 +44,7 @@ func getGitHubUserInfoByCode(code string) (*GitHubUser, error) {
 	req.Header.Set("Content-Type", "application/json")
 	req.Header.Set("Accept", "application/json")
 	client := http.Client{
-		Timeout: 5 * time.Second,
+		Timeout: 20 * time.Second,
 	}
 	res, err := client.Do(req)
 	if err != nil {

controller/group.go

@@ -29,11 +29,11 @@ func GetUserGroups(c *gin.Context) {
 	userId := c.GetInt("id")
 	userGroup, _ = model.GetUserGroup(userId, false)
 	userUsableGroups := service.GetUserUsableGroups(userGroup)
-	for groupName, ratio := range ratio_setting.GetGroupRatioCopy() {
+	for groupName, _ := range ratio_setting.GetGroupRatioCopy() {
 		// UserUsableGroups contains the groups that the user can use
 		if desc, ok := userUsableGroups[groupName]; ok {
 			usableGroups[groupName] = map[string]interface{}{
-				"ratio": ratio,
+				"ratio": service.GetUserGroupRatio(userGroup, groupName),
 				"desc":  desc,
 			}
 		}

controller/linuxdo.go

@@ -84,7 +84,7 @@ func getLinuxdoUserInfoByCode(code string, c *gin.Context) (*LinuxdoUser, error)
 	}
 
 	// Get access token using Basic auth
-	tokenEndpoint := "https://connect.linux.do/oauth2/token"
+	tokenEndpoint := common.GetEnvOrDefaultString("LINUX_DO_TOKEN_ENDPOINT", "https://connect.linux.do/oauth2/token")
 	credentials := common.LinuxDOClientId + ":" + common.LinuxDOClientSecret
 	basicAuth := "Basic " + base64.StdEncoding.EncodeToString([]byte(credentials))
 
@@ -129,7 +129,7 @@ func getLinuxdoUserInfoByCode(code string, c *gin.Context) (*LinuxdoUser, error)
 	}
 
 	// Get user info
-	userEndpoint := "https://connect.linux.do/api/user"
+	userEndpoint := common.GetEnvOrDefaultString("LINUX_DO_USER_ENDPOINT", "https://connect.linux.do/api/user")
 	req, err = http.NewRequest("GET", userEndpoint, nil)
 	if err != nil {
 		return nil, err

controller/misc.go

@@ -52,6 +52,8 @@ func GetStatus(c *gin.Context) {
 		"email_verification":          common.EmailVerificationEnabled,
 		"github_oauth":                common.GitHubOAuthEnabled,
 		"github_client_id":            common.GitHubClientId,
+		"discord_oauth":               system_setting.GetDiscordSettings().Enabled,
+		"discord_client_id":           system_setting.GetDiscordSettings().ClientId,
 		"linuxdo_oauth":               common.LinuxDOOAuthEnabled,
 		"linuxdo_client_id":           common.LinuxDOClientId,
 		"linuxdo_minimum_trust_level": common.LinuxDOMinimumTrustLevel,

controller/model.go

@@ -16,6 +16,8 @@ import (
 	"github.com/QuantumNous/new-api/relay/channel/moonshot"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/QuantumNous/new-api/setting/ratio_setting"
 	"github.com/gin-gonic/gin"
 	"github.com/samber/lo"
 )
@@ -109,6 +111,17 @@ func init() {
 func ListModels(c *gin.Context, modelType int) {
 	userOpenAiModels := make([]dto.OpenAIModels, 0)
 
+	acceptUnsetRatioModel := operation_setting.SelfUseModeEnabled
+	if !acceptUnsetRatioModel {
+		userId := c.GetInt("id")
+		if userId > 0 {
+			userSettings, _ := model.GetUserSetting(userId, false)
+			if userSettings.AcceptUnsetRatioModel {
+				acceptUnsetRatioModel = true
+			}
+		}
+	}
+
 	modelLimitEnable := common.GetContextKeyBool(c, constant.ContextKeyTokenModelLimitEnabled)
 	if modelLimitEnable {
 		s, ok := common.GetContextKey(c, constant.ContextKeyTokenModelLimit)
@@ -119,6 +132,12 @@ func ListModels(c *gin.Context, modelType int) {
 			tokenModelLimit = map[string]bool{}
 		}
 		for allowModel, _ := range tokenModelLimit {
+			if !acceptUnsetRatioModel {
+				_, _, exist := ratio_setting.GetModelRatioOrPrice(allowModel)
+				if !exist {
+					continue
+				}
+			}
 			if oaiModel, ok := openAIModelsMap[allowModel]; ok {
 				oaiModel.SupportedEndpointTypes = model.GetModelSupportEndpointTypes(allowModel)
 				userOpenAiModels = append(userOpenAiModels, oaiModel)
@@ -161,6 +180,12 @@ func ListModels(c *gin.Context, modelType int) {
 			models = model.GetGroupEnabledModels(group)
 		}
 		for _, modelName := range models {
+			if !acceptUnsetRatioModel {
+				_, _, exist := ratio_setting.GetModelRatioOrPrice(modelName)
+				if !exist {
+					continue
+				}
+			}
 			if oaiModel, ok := openAIModelsMap[modelName]; ok {
 				oaiModel.SupportedEndpointTypes = model.GetModelSupportEndpointTypes(modelName)
 				userOpenAiModels = append(userOpenAiModels, oaiModel)
@@ -175,6 +200,7 @@ func ListModels(c *gin.Context, modelType int) {
 			}
 		}
 	}
+
 	switch modelType {
 	case constant.ChannelTypeAnthropic:
 		useranthropicModels := make([]dto.AnthropicModel, len(userOpenAiModels))

controller/option.go

@@ -71,6 +71,14 @@ func UpdateOption(c *gin.Context) {
 			})
 			return
 		}
+	case "discord.enabled":
+		if option.Value == "true" && system_setting.GetDiscordSettings().ClientId == "" {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "无法启用 Discord OAuth，请先填入 Discord Client Id 以及 Discord Client Secret！",
+			})
+			return
+		}
 	case "oidc.enabled":
 		if option.Value == "true" && system_setting.GetOIDCSettings().ClientId == "" {
 			c.JSON(http.StatusOK, gin.H{

controller/playground.go

@@ -31,7 +31,7 @@ func Playground(c *gin.Context) {
 		return
 	}
 
-	group := c.GetString("group")
+	group := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
 	modelName := c.GetString("original_model")
 
 	userId := c.GetInt("id")

controller/relay.go

@@ -84,6 +84,7 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 
 	defer func() {
 		if newAPIError != nil {
+			logger.LogError(c, fmt.Sprintf("relay error: %s", newAPIError.Error()))
 			newAPIError.SetMessage(common.MessageWithRequestId(newAPIError.Error(), requestId))
 			switch relayFormat {
 			case types.RelayFormatOpenAIRealtime:
@@ -124,13 +125,13 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 		}
 	}
 
-	tokens, err := service.CountRequestToken(c, meta, relayInfo)
+	tokens, err := service.EstimateRequestToken(c, meta, relayInfo)
 	if err != nil {
 		newAPIError = types.NewError(err, types.ErrorCodeCountTokenFailed)
 		return
 	}
 
-	relayInfo.SetPromptTokens(tokens)
+	relayInfo.SetEstimatePromptTokens(tokens)
 
 	priceData, err := helper.ModelPriceHelper(c, relayInfo, tokens, meta)
 	if err != nil {
@@ -281,7 +282,7 @@ func shouldRetry(c *gin.Context, openaiErr *types.NewAPIError, retryTimes int) b
 }
 
 func processChannelError(c *gin.Context, channelError types.ChannelError, err *types.NewAPIError) {
-	logger.LogError(c, fmt.Sprintf("relay error (channel #%d, status code: %d): %s", channelError.ChannelId, err.StatusCode, err.Error()))
+	logger.LogError(c, fmt.Sprintf("channel error (channel #%d, status code: %d): %s", channelError.ChannelId, err.StatusCode, err.Error()))
 	// 不要使用context获取渠道信息，异步处理时可能会出现渠道信息不一致的情况
 	// do not use context to get channel info, there may be inconsistent channel info when processing asynchronously
 	if service.ShouldDisableChannel(channelError.ChannelId, err) && channelError.AutoBan {

controller/task.go

@@ -29,7 +29,7 @@ func UpdateTaskBulk() {
 		time.Sleep(time.Duration(15) * time.Second)
 		common.SysLog("任务进度轮询开始")
 		ctx := context.TODO()
-		allTasks := model.GetAllUnFinishSyncTasks(500)
+		allTasks := model.GetAllUnFinishSyncTasks(constant.TaskQueryLimit)
 		platformTask := make(map[constant.TaskPlatform][]*model.Task)
 		for _, t := range allTasks {
 			platformTask[t.Platform] = append(platformTask[t.Platform], t)

controller/task_video.go

@@ -52,6 +52,7 @@ func updateVideoTaskAll(ctx context.Context, platform constant.TaskPlatform, cha
 	info.ChannelMeta = &relaycommon.ChannelMeta{
 		ChannelBaseUrl: cacheGetChannel.GetBaseURL(),
 	}
+	info.ApiKey = cacheGetChannel.Key
 	adaptor.Init(info)
 	for _, taskId := range taskIds {
 		if err := updateVideoSingleTask(ctx, adaptor, cacheGetChannel, taskId, taskM); err != nil {

controller/topup_stripe.go

@@ -220,7 +220,7 @@ func genStripeLink(referenceId string, customerId string, email string, amount i
 	params := &stripe.CheckoutSessionParams{
 		ClientReferenceID: stripe.String(referenceId),
 		SuccessURL:        stripe.String(system_setting.ServerAddress + "/console/log"),
-		CancelURL:         stripe.String(system_setting.ServerAddress + "/topup"),
+		CancelURL:         stripe.String(system_setting.ServerAddress + "/console/topup"),
 		LineItems: []*stripe.CheckoutSessionLineItemParams{
 			{
 				Price:    stripe.String(setting.StripePriceId),

controller/user.go

@@ -453,6 +453,7 @@ func GetSelf(c *gin.Context) {
 		"status":            user.Status,
 		"email":             user.Email,
 		"github_id":         user.GitHubId,
+		"discord_id":        user.DiscordId,
 		"oidc_id":           user.OidcId,
 		"wechat_id":         user.WeChatId,
 		"telegram_id":       user.TelegramId,

controller/video_proxy.go

@@ -4,8 +4,10 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"net/url"
 	"time"
 
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 
@@ -36,7 +38,7 @@ func VideoProxy(c *gin.Context) {
 		return
 	}
 	if !exists || task == nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to get task %s: %s", taskID, err.Error()))
+		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to get task %s: %v", taskID, err))
 		c.JSON(http.StatusNotFound, gin.H{
 			"error": gin.H{
 				"message": "Task not found",
@@ -58,7 +60,7 @@ func VideoProxy(c *gin.Context) {
 
 	channel, err := model.CacheGetChannel(task.ChannelId)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to get channel %d: %s", task.ChannelId, err.Error()))
+		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to get task %s: not found", taskID))
 		c.JSON(http.StatusInternalServerError, gin.H{
 			"error": gin.H{
 				"message": "Failed to retrieve channel information",
@@ -71,15 +73,15 @@ func VideoProxy(c *gin.Context) {
 	if baseURL == "" {
 		baseURL = "https://api.openai.com"
 	}
-	videoURL := fmt.Sprintf("%s/v1/videos/%s/content", baseURL, task.TaskID)
 
+	var videoURL string
 	client := &http.Client{
 		Timeout: 60 * time.Second,
 	}
 
-	req, err := http.NewRequestWithContext(c.Request.Context(), http.MethodGet, videoURL, nil)
+	req, err := http.NewRequestWithContext(c.Request.Context(), http.MethodGet, "", nil)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to create request for %s: %s", videoURL, err.Error()))
+		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to create request: %s", err.Error()))
 		c.JSON(http.StatusInternalServerError, gin.H{
 			"error": gin.H{
 				"message": "Failed to create proxy request",
@@ -89,7 +91,51 @@ func VideoProxy(c *gin.Context) {
 		return
 	}
 
-	req.Header.Set("Authorization", "Bearer "+channel.Key)
+	switch channel.Type {
+	case constant.ChannelTypeGemini:
+		apiKey := task.PrivateData.Key
+		if apiKey == "" {
+			logger.LogError(c.Request.Context(), fmt.Sprintf("Missing stored API key for Gemini task %s", taskID))
+			c.JSON(http.StatusInternalServerError, gin.H{
+				"error": gin.H{
+					"message": "API key not stored for task",
+					"type":    "server_error",
+				},
+			})
+			return
+		}
+
+		videoURL, err = getGeminiVideoURL(channel, task, apiKey)
+		if err != nil {
+			logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to resolve Gemini video URL for task %s: %s", taskID, err.Error()))
+			c.JSON(http.StatusBadGateway, gin.H{
+				"error": gin.H{
+					"message": "Failed to resolve Gemini video URL",
+					"type":    "server_error",
+				},
+			})
+			return
+		}
+		req.Header.Set("x-goog-api-key", apiKey)
+	case constant.ChannelTypeOpenAI, constant.ChannelTypeSora:
+		videoURL = fmt.Sprintf("%s/v1/videos/%s/content", baseURL, task.TaskID)
+		req.Header.Set("Authorization", "Bearer "+channel.Key)
+	default:
+		// Video URL is directly in task.FailReason
+		videoURL = task.FailReason
+	}
+
+	req.URL, err = url.Parse(videoURL)
+	if err != nil {
+		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to parse URL %s: %s", videoURL, err.Error()))
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"error": gin.H{
+				"message": "Failed to create proxy request",
+				"type":    "server_error",
+			},
+		})
+		return
+	}
 
 	resp, err := client.Do(req)
 	if err != nil {

controller/video_proxy_gemini.go

@@ -0,0 +1,158 @@
+package controller
+
+import (
+	"encoding/json"
+	"fmt"
+	"io"
+	"strconv"
+	"strings"
+
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/relay"
+)
+
+func getGeminiVideoURL(channel *model.Channel, task *model.Task, apiKey string) (string, error) {
+	if channel == nil || task == nil {
+		return "", fmt.Errorf("invalid channel or task")
+	}
+
+	if url := extractGeminiVideoURLFromTaskData(task); url != "" {
+		return ensureAPIKey(url, apiKey), nil
+	}
+
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+
+	adaptor := relay.GetTaskAdaptor(constant.TaskPlatform(strconv.Itoa(channel.Type)))
+	if adaptor == nil {
+		return "", fmt.Errorf("gemini task adaptor not found")
+	}
+
+	if apiKey == "" {
+		return "", fmt.Errorf("api key not available for task")
+	}
+
+	resp, err := adaptor.FetchTask(baseURL, apiKey, map[string]any{
+		"task_id": task.TaskID,
+		"action":  task.Action,
+	})
+	if err != nil {
+		return "", fmt.Errorf("fetch task failed: %w", err)
+	}
+	defer resp.Body.Close()
+
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return "", fmt.Errorf("read task response failed: %w", err)
+	}
+
+	taskInfo, parseErr := adaptor.ParseTaskResult(body)
+	if parseErr == nil && taskInfo != nil && taskInfo.RemoteUrl != "" {
+		return ensureAPIKey(taskInfo.RemoteUrl, apiKey), nil
+	}
+
+	if url := extractGeminiVideoURLFromPayload(body); url != "" {
+		return ensureAPIKey(url, apiKey), nil
+	}
+
+	if parseErr != nil {
+		return "", fmt.Errorf("parse task result failed: %w", parseErr)
+	}
+
+	return "", fmt.Errorf("gemini video url not found")
+}
+
+func extractGeminiVideoURLFromTaskData(task *model.Task) string {
+	if task == nil || len(task.Data) == 0 {
+		return ""
+	}
+	var payload map[string]any
+	if err := json.Unmarshal(task.Data, &payload); err != nil {
+		return ""
+	}
+	return extractGeminiVideoURLFromMap(payload)
+}
+
+func extractGeminiVideoURLFromPayload(body []byte) string {
+	var payload map[string]any
+	if err := json.Unmarshal(body, &payload); err != nil {
+		return ""
+	}
+	return extractGeminiVideoURLFromMap(payload)
+}
+
+func extractGeminiVideoURLFromMap(payload map[string]any) string {
+	if payload == nil {
+		return ""
+	}
+	if uri, ok := payload["uri"].(string); ok && uri != "" {
+		return uri
+	}
+	if resp, ok := payload["response"].(map[string]any); ok {
+		if uri := extractGeminiVideoURLFromResponse(resp); uri != "" {
+			return uri
+		}
+	}
+	return ""
+}
+
+func extractGeminiVideoURLFromResponse(resp map[string]any) string {
+	if resp == nil {
+		return ""
+	}
+	if gvr, ok := resp["generateVideoResponse"].(map[string]any); ok {
+		if uri := extractGeminiVideoURLFromGeneratedSamples(gvr); uri != "" {
+			return uri
+		}
+	}
+	if videos, ok := resp["videos"].([]any); ok {
+		for _, video := range videos {
+			if vm, ok := video.(map[string]any); ok {
+				if uri, ok := vm["uri"].(string); ok && uri != "" {
+					return uri
+				}
+			}
+		}
+	}
+	if uri, ok := resp["video"].(string); ok && uri != "" {
+		return uri
+	}
+	if uri, ok := resp["uri"].(string); ok && uri != "" {
+		return uri
+	}
+	return ""
+}
+
+func extractGeminiVideoURLFromGeneratedSamples(gvr map[string]any) string {
+	if gvr == nil {
+		return ""
+	}
+	if samples, ok := gvr["generatedSamples"].([]any); ok {
+		for _, sample := range samples {
+			if sm, ok := sample.(map[string]any); ok {
+				if video, ok := sm["video"].(map[string]any); ok {
+					if uri, ok := video["uri"].(string); ok && uri != "" {
+						return uri
+					}
+				}
+			}
+		}
+	}
+	return ""
+}
+
+func ensureAPIKey(uri, key string) string {
+	if key == "" || uri == "" {
+		return uri
+	}
+	if strings.Contains(uri, "key=") {
+		return uri
+	}
+	if strings.Contains(uri, "?") {
+		return fmt.Sprintf("%s&key=%s", uri, key)
+	}
+	return fmt.Sprintf("%s?key=%s", uri, key)
+}

docs/api/api_auth.md

@@ -1,53 +0,0 @@
-# API 鉴权文档
-
-## 认证方式
-
-### Access Token
-
-对于需要鉴权的 API 接口，必须同时提供以下两个请求头来进行 Access Token 认证：
-
-1. **请求头中的 `Authorization` 字段**
-
-    将 Access Token 放置于 HTTP 请求头部的 `Authorization` 字段中，格式如下：
-
-    ```
-    Authorization: <your_access_token>
-    ```
-
-    其中 `<your_access_token>` 需要替换为实际的 Access Token 值。
-
-2. **请求头中的 `New-Api-User` 字段**
-
-    将用户 ID 放置于 HTTP 请求头部的 `New-Api-User` 字段中，格式如下：
-
-    ```
-    New-Api-User: <your_user_id>
-    ```
-
-    其中 `<your_user_id>` 需要替换为实际的用户 ID。
-
-**注意：**
-
-*   **必须同时提供 `Authorization` 和 `New-Api-User` 两个请求头才能通过鉴权。**
-*   如果只提供其中一个请求头，或者两个请求头都未提供，则会返回 `401 Unauthorized` 错误。
-*   如果 `Authorization` 中的 Access Token 无效，则会返回 `401 Unauthorized` 错误，并提示“无权进行此操作，access token 无效”。
-*   如果 `New-Api-User` 中的用户 ID 与 Access Token 不匹配，则会返回 `401 Unauthorized` 错误，并提示“无权进行此操作，与登录用户不匹配，请重新登录”。
-*   如果没有提供 `New-Api-User` 请求头，则会返回 `401 Unauthorized` 错误，并提示“无权进行此操作，未提供 New-Api-User”。
-*   如果 `New-Api-User` 请求头格式错误，则会返回 `401 Unauthorized` 错误，并提示“无权进行此操作，New-Api-User 格式错误”。
-*   如果用户已被禁用，则会返回 `403 Forbidden` 错误，并提示“用户已被封禁”。
-*   如果用户权限不足，则会返回 `403 Forbidden` 错误，并提示“无权进行此操作，权限不足”。
-*   如果用户信息无效，则会返回 `403 Forbidden` 错误，并提示“无权进行此操作，用户信息无效”。
-
-## Curl 示例
-
-假设您的 Access Token 为 `access_token`，用户 ID 为 `123`，要访问的 API 接口为 `/api/user/self`，则可以使用以下 curl 命令：
-
-```bash
-curl -X GET \
-  -H "Authorization: access_token" \
-  -H "New-Api-User: 123" \
-  https://your-domain.com/api/user/self
-```
-
-请将 `access_token`、`123` 和 `https://your-domain.com` 替换为实际的值。
-

docs/api/web_api.md

@@ -1,197 +0,0 @@
-# New API – Web 界面后端接口文档
-
-> 本文档汇总了 **New API** 后端提供给前端 Web 界面的全部 REST 接口（不含 *Relay* 相关接口）。
->
-> 接口前缀统一为 `https://<your-domain>`，以下仅列出 **路径**、**HTTP 方法**、**鉴权要求** 与 **功能简介**。
->
-> 鉴权级别说明：
-> * **公开** – 不需要登录即可调用
-> * **用户** – 需携带用户 Token（`middleware.UserAuth`）
-> * **管理员** – 需管理员 Token（`middleware.AdminAuth`）
-> * **Root** – 仅限最高权限 Root 用户（`middleware.RootAuth`）
-
----
-
-## 1. 初始化 / 系统状态
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET  | /api/setup | 公开 | 获取系统初始化状态 |
-| POST | /api/setup | 公开 | 完成首次安装向导 |
-| GET  | /api/status | 公开 | 获取运行状态摘要 |
-| GET  | /api/uptime/status | 公开 | Uptime-Kuma 兼容状态探针 |
-| GET  | /api/status/test | 管理员 | 测试后端与依赖组件是否正常 |
-
-## 2. 公共信息
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/models | 用户 | 获取前端可用模型列表 |
-| GET | /api/notice | 公开 | 获取公告栏内容 |
-| GET | /api/about | 公开 | 关于页面信息 |
-| GET | /api/home_page_content | 公开 | 首页自定义内容 |
-| GET | /api/pricing | 可匿名/用户 | 价格与套餐信息 |
-| GET | /api/ratio_config | 公开 | 模型倍率配置（仅公开字段） |
-
-## 3. 邮件 / 身份验证
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/verification | 公开 (限流) | 发送邮箱验证邮件 |
-| GET | /api/reset_password | 公开 (限流) | 发送重置密码邮件 |
-| POST | /api/user/reset | 公开 | 提交重置密码请求 |
-
-## 4. OAuth / 第三方登录
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/oauth/github | 公开 | GitHub OAuth 跳转 |
-| GET | /api/oauth/oidc | 公开 | OIDC 通用 OAuth 跳转 |
-| GET | /api/oauth/linuxdo | 公开 | LinuxDo OAuth 跳转 |
-| GET | /api/oauth/wechat | 公开 | 微信扫码登录跳转 |
-| GET | /api/oauth/wechat/bind | 公开 | 微信账户绑定 |
-| GET | /api/oauth/email/bind | 公开 | 邮箱绑定 |
-| GET | /api/oauth/telegram/login | 公开 | Telegram 登录 |
-| GET | /api/oauth/telegram/bind | 公开 | Telegram 账户绑定 |
-| GET | /api/oauth/state | 公开 | 获取随机 state（防 CSRF） |
-
-## 5. 用户模块
-### 5.1 账号注册/登录
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| POST | /api/user/register | 公开 | 注册新账号 |
-| POST | /api/user/login | 公开 | 用户登录 |
-| GET  | /api/user/logout | 用户 | 退出登录 |
-| GET  | /api/user/epay/notify | 公开 | Epay 支付回调 |
-| GET  | /api/user/groups | 公开 | 列出所有分组（无鉴权版） |
-
-### 5.2 用户自身操作 (需登录)
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/user/self/groups | 用户 | 获取自己所在分组 |
-| GET | /api/user/self | 用户 | 获取个人资料 |
-| GET | /api/user/models | 用户 | 获取模型可见性 |
-| PUT | /api/user/self | 用户 | 修改个人资料 |
-| DELETE | /api/user/self | 用户 | 注销账号 |
-| GET | /api/user/token | 用户 | 生成用户级别 Access Token |
-| GET | /api/user/aff | 用户 | 获取推广码信息 |
-| POST | /api/user/topup | 用户 | 余额直充 |
-| POST | /api/user/pay | 用户 | 提交支付订单 |
-| POST | /api/user/amount | 用户 | 余额支付 |
-| POST | /api/user/aff_transfer | 用户 | 推广额度转账 |
-| PUT | /api/user/setting | 用户 | 更新用户设置 |
-
-### 5.3 管理员用户管理
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/user/ | 管理员 | 获取全部用户列表 |
-| GET | /api/user/search | 管理员 | 搜索用户 |
-| GET | /api/user/:id | 管理员 | 获取单个用户信息 |
-| POST | /api/user/ | 管理员 | 创建用户 |
-| POST | /api/user/manage | 管理员 | 冻结/重置等管理操作 |
-| PUT | /api/user/ | 管理员 | 更新用户 |
-| DELETE | /api/user/:id | 管理员 | 删除用户 |
-
-## 6. 站点选项 (Root)
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/option/ | Root | 获取全局配置 |
-| PUT | /api/option/ | Root | 更新全局配置 |
-| POST | /api/option/rest_model_ratio | Root | 重置模型倍率 |
-| POST | /api/option/migrate_console_setting | Root | 迁移旧版控制台配置 |
-
-## 7. 模型倍率同步 (Root)
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/ratio_sync/channels | Root | 获取可同步渠道列表 |
-| POST | /api/ratio_sync/fetch | Root | 从上游拉取倍率 |
-
-## 8. 渠道管理 (管理员)
-| 方法 | 路径 | 说明 |
-|------|------|------|
-| GET | /api/channel/ | 获取渠道列表 |
-| GET | /api/channel/search | 搜索渠道 |
-| GET | /api/channel/models | 查询渠道模型能力 |
-| GET | /api/channel/models_enabled | 查询启用模型能力 |
-| GET | /api/channel/:id | 获取单个渠道 |
-| GET | /api/channel/test | 批量测试渠道连通性 |
-| GET | /api/channel/test/:id | 单个渠道测试 |
-| GET | /api/channel/update_balance | 批量刷新余额 |
-| GET | /api/channel/update_balance/:id | 单个刷新余额 |
-| POST | /api/channel/ | 新增渠道 |
-| PUT | /api/channel/ | 更新渠道 |
-| DELETE | /api/channel/disabled | 删除已禁用渠道 |
-| POST | /api/channel/tag/disabled | 批量禁用标签渠道 |
-| POST | /api/channel/tag/enabled | 批量启用标签渠道 |
-| PUT | /api/channel/tag | 编辑渠道标签 |
-| DELETE | /api/channel/:id | 删除渠道 |
-| POST | /api/channel/batch | 批量删除渠道 |
-| POST | /api/channel/fix | 修复渠道能力表 |
-| GET | /api/channel/fetch_models/:id | 拉取单渠道模型 |
-| POST | /api/channel/fetch_models | 拉取全部渠道模型 |
-| POST | /api/channel/batch/tag | 批量设置渠道标签 |
-| GET | /api/channel/tag/models | 根据标签获取模型 |
-| POST | /api/channel/copy/:id | 复制渠道 |
-
-## 9. Token 管理
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/token/ | 用户 | 获取全部 Token |
-| GET | /api/token/search | 用户 | 搜索 Token |
-| GET | /api/token/:id | 用户 | 获取单个 Token |
-| POST | /api/token/ | 用户 | 创建 Token |
-| PUT | /api/token/ | 用户 | 更新 Token |
-| DELETE | /api/token/:id | 用户 | 删除 Token |
-| POST | /api/token/batch | 用户 | 批量删除 Token |
-
-## 10. 兑换码管理 (管理员)
-| 方法 | 路径 | 说明 |
-|------|------|------|
-| GET | /api/redemption/ | 获取兑换码列表 |
-| GET | /api/redemption/search | 搜索兑换码 |
-| GET | /api/redemption/:id | 获取单个兑换码 |
-| POST | /api/redemption/ | 创建兑换码 |
-| PUT | /api/redemption/ | 更新兑换码 |
-| DELETE | /api/redemption/invalid | 删除无效兑换码 |
-| DELETE | /api/redemption/:id | 删除兑换码 |
-
-## 11. 日志
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/log/ | 管理员 | 获取全部日志 |
-| DELETE | /api/log/ | 管理员 | 删除历史日志 |
-| GET | /api/log/stat | 管理员 | 日志统计 |
-| GET | /api/log/self/stat | 用户 | 我的日志统计 |
-| GET | /api/log/search | 管理员 | 搜索全部日志 |
-| GET | /api/log/self | 用户 | 获取我的日志 |
-| GET | /api/log/self/search | 用户 | 搜索我的日志 |
-| GET | /api/log/token | 公开 | 根据 Token 查询日志（支持 CORS） |
-
-## 12. 数据统计
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/data/ | 管理员 | 全站用量按日期统计 |
-| GET | /api/data/self | 用户 | 我的用量按日期统计 |
-
-## 13. 分组
-| GET | /api/group/ | 管理员 | 获取全部分组列表 |
-
-## 14. Midjourney 任务
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/mj/self | 用户 | 获取自己的 MJ 任务 |
-| GET | /api/mj/ | 管理员 | 获取全部 MJ 任务 |
-
-## 15. 任务中心
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /api/task/self | 用户 | 获取我的任务 |
-| GET | /api/task/ | 管理员 | 获取全部任务 |
-
-## 16. 账户计费面板 (Dashboard)
-| 方法 | 路径 | 鉴权 | 说明 |
-|------|------|------|------|
-| GET | /dashboard/billing/subscription | 用户 Token | 获取订阅额度信息 |
-| GET | /v1/dashboard/billing/subscription | 同上 | 兼容 OpenAI SDK 路径 |
-| GET | /dashboard/billing/usage | 用户 Token | 获取使用量信息 |
-| GET | /v1/dashboard/billing/usage | 同上 | 兼容 OpenAI SDK 路径 |
-
----
-
-> **更新日期**：2025.07.17

docs/models/Midjourney.md

@@ -1,82 +0,0 @@
-# Midjourney Proxy API文档
-
-**简介**:Midjourney Proxy API文档
-
-## 接口列表
-支持的接口如下：
-+ [x] /mj/submit/imagine
-+ [x] /mj/submit/change
-+ [x] /mj/submit/blend
-+ [x] /mj/submit/describe
-+ [x] /mj/image/{id} （通过此接口获取图片，**请必须在系统设置中填写服务器地址！！**）
-+ [x] /mj/task/{id}/fetch （此接口返回的图片地址为经过One API转发的地址）
-+ [x] /task/list-by-condition
-+ [x] /mj/submit/action （仅midjourney-proxy-plus支持，下同）
-+ [x] /mj/submit/modal
-+ [x] /mj/submit/shorten
-+ [x] /mj/task/{id}/image-seed
-+ [x] /mj/insight-face/swap （InsightFace）
-
-## 模型列表
-
-### midjourney-proxy支持
-
-- mj_imagine (绘图)
-- mj_variation (变换)
-- mj_reroll (重绘)
-- mj_blend (混合)
-- mj_upscale (放大)
-- mj_describe (图生文)
-
-### 仅midjourney-proxy-plus支持
-
-- mj_zoom (比例变焦)
-- mj_shorten (提示词缩短)
-- mj_modal (窗口提交，局部重绘和自定义比例变焦必须和mj_modal一同添加)
-- mj_inpaint (局部重绘提交，必须和mj_modal一同添加)
-- mj_custom_zoom (自定义比例变焦，必须和mj_modal一同添加)
-- mj_high_variation (强变换)
-- mj_low_variation (弱变换)
-- mj_pan (平移)
-- swap_face (换脸)
-
-## 模型价格设置（在设置-运营设置-模型固定价格设置中设置）
-```json
-{
-  "mj_imagine": 0.1,
-  "mj_variation": 0.1,
-  "mj_reroll": 0.1,
-  "mj_blend": 0.1,
-  "mj_modal": 0.1,
-  "mj_zoom": 0.1,
-  "mj_shorten": 0.1,
-  "mj_high_variation": 0.1,
-  "mj_low_variation": 0.1,
-  "mj_pan": 0.1,
-  "mj_inpaint": 0,
-  "mj_custom_zoom": 0,
-  "mj_describe": 0.05,
-  "mj_upscale": 0.05,
-  "swap_face": 0.05
-}
-```
-其中mj_inpaint和mj_custom_zoom的价格设置为0，是因为这两个模型需要搭配mj_modal使用，所以价格由mj_modal决定。
-
-## 渠道设置
-
-### 对接 midjourney-proxy(plus)
-
-1.
-
-部署Midjourney-Proxy，并配置好midjourney账号等（强烈建议设置密钥），[项目地址](https://github.com/novicezk/midjourney-proxy)
-
-2. 在渠道管理中添加渠道，渠道类型选择**Midjourney Proxy**，如果是plus版本选择**Midjourney Proxy Plus**
-   ，模型请参考上方模型列表
-3. **代理**填写midjourney-proxy部署的地址，例如：http://localhost:8080
-4. 密钥填写midjourney-proxy的密钥，如果没有设置密钥，可以随便填
-
-### 对接上游new api
-
-1. 在渠道管理中添加渠道，渠道类型选择**Midjourney Proxy Plus**，模型请参考上方模型列表
-2. **代理**填写上游new api的地址，例如：http://localhost:3000
-3. 密钥填写上游new api的密钥

docs/models/Rerank.md

@@ -1,62 +0,0 @@
-# Rerank API文档
-
-**简介**:Rerank API文档
-
-## 接入Dify
-模型供应商选择Jina，按要求填写模型信息即可接入Dify。
-
-## 请求方式
-
-Post: /v1/rerank
-
-Request:
-
-```json
-{
-  "model": "jina-reranker-v2-base-multilingual",
-  "query": "What is the capital of the United States?",
-  "top_n": 3,
-  "documents": [
-    "Carson City is the capital city of the American state of Nevada.",
-    "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.",
-    "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.",
-    "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.",
-    "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states."
-  ]
-}
-```
-
-Response:
-
-```json
-{
-  "results": [
-    {
-      "document": {
-        "text": "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district."
-      },
-      "index": 2,
-      "relevance_score": 0.9999702
-    },
-    {
-      "document": {
-        "text": "Carson City is the capital city of the American state of Nevada."
-      },
-      "index": 0,
-      "relevance_score": 0.67800725
-    },
-    {
-      "document": {
-        "text": "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages."
-      },
-      "index": 3,
-      "relevance_score": 0.02800752
-    }
-  ],
-  "usage": {
-    "prompt_tokens": 158,
-    "completion_tokens": 0,
-    "total_tokens": 158
-  }
-}
-```

docs/models/Suno.md

@@ -1,44 +0,0 @@
-# Suno API文档
-
-**简介**:Suno API文档
-
-## 接口列表
-支持的接口如下：
-+ [x] /suno/submit/music
-+ [x] /suno/submit/lyrics
-+ [x] /suno/fetch
-+ [x] /suno/fetch/:id
-
-## 模型列表
-
-### Suno API支持
-
-- suno_music (自定义模式、灵感模式、续写)
-- suno_lyrics (生成歌词)
-
-
-## 模型价格设置（在设置-运营设置-模型固定价格设置中设置）
-```json
-{
-  "suno_music": 0.3,
-  "suno_lyrics": 0.01
-}
-```
-
-## 渠道设置
-
-### 对接 Suno API
-
-1.
-部署 Suno API，并配置好suno账号等（强烈建议设置密钥），[项目地址](https://github.com/Suno-API/Suno-API)
-
-2. 在渠道管理中添加渠道，渠道类型选择**Suno API**
-   ，模型请参考上方模型列表
-3. **代理**填写 Suno API 部署的地址，例如：http://localhost:8080
-4. 密钥填写 Suno API 的密钥，如果没有设置密钥，可以随便填
-
-### 对接上游new api
-
-1. 在渠道管理中添加渠道，渠道类型选择**Suno API**，或任意类型，只需模型包含上方模型列表的模型
-2. **代理**填写上游new api的地址，例如：http://localhost:3000
-3. 密钥填写上游new api的密钥

dto/claude.go

@@ -203,6 +203,9 @@ type ClaudeRequest struct {
 	Stream            bool            `json:"stream,omitempty"`
 	Tools             any             `json:"tools,omitempty"`
 	ContextManagement json.RawMessage `json:"context_management,omitempty"`
+	OutputConfig      json.RawMessage `json:"output_config,omitempty"`
+	OutputFormat      json.RawMessage `json:"output_format,omitempty"`
+	Container         json.RawMessage `json:"container,omitempty"`
 	ToolChoice        any             `json:"tool_choice,omitempty"`
 	Thinking          *Thinking       `json:"thinking,omitempty"`
 	McpServers        json.RawMessage `json:"mcp_servers,omitempty"`
@@ -510,11 +513,44 @@ func (c *ClaudeResponse) GetClaudeError() *types.ClaudeError {
 }
 
 type ClaudeUsage struct {
-	InputTokens              int                  `json:"input_tokens"`
-	CacheCreationInputTokens int                  `json:"cache_creation_input_tokens"`
-	CacheReadInputTokens     int                  `json:"cache_read_input_tokens"`
-	OutputTokens             int                  `json:"output_tokens"`
-	ServerToolUse            *ClaudeServerToolUse `json:"server_tool_use,omitempty"`
+	InputTokens              int                       `json:"input_tokens"`
+	CacheCreationInputTokens int                       `json:"cache_creation_input_tokens"`
+	CacheReadInputTokens     int                       `json:"cache_read_input_tokens"`
+	OutputTokens             int                       `json:"output_tokens"`
+	CacheCreation            *ClaudeCacheCreationUsage `json:"cache_creation,omitempty"`
+	// claude cache 1h
+	ClaudeCacheCreation5mTokens int                  `json:"claude_cache_creation_5_m_tokens"`
+	ClaudeCacheCreation1hTokens int                  `json:"claude_cache_creation_1_h_tokens"`
+	ServerToolUse               *ClaudeServerToolUse `json:"server_tool_use,omitempty"`
+}
+
+type ClaudeCacheCreationUsage struct {
+	Ephemeral5mInputTokens int `json:"ephemeral_5m_input_tokens,omitempty"`
+	Ephemeral1hInputTokens int `json:"ephemeral_1h_input_tokens,omitempty"`
+}
+
+func (u *ClaudeUsage) GetCacheCreation5mTokens() int {
+	if u == nil || u.CacheCreation == nil {
+		return 0
+	}
+	return u.CacheCreation.Ephemeral5mInputTokens
+}
+
+func (u *ClaudeUsage) GetCacheCreation1hTokens() int {
+	if u == nil || u.CacheCreation == nil {
+		return 0
+	}
+	return u.CacheCreation.Ephemeral1hInputTokens
+}
+
+func (u *ClaudeUsage) GetCacheCreationTotalTokens() int {
+	if u == nil {
+		return 0
+	}
+	if u.CacheCreationInputTokens > 0 {
+		return u.CacheCreationInputTokens
+	}
+	return u.GetCacheCreation5mTokens() + u.GetCacheCreation1hTokens()
 }
 
 type ClaudeServerToolUse struct {

dto/gemini.go

@@ -141,6 +141,39 @@ func (r *GeminiChatRequest) SetTools(tools []GeminiChatTool) {
 type GeminiThinkingConfig struct {
 	IncludeThoughts bool `json:"includeThoughts,omitempty"`
 	ThinkingBudget  *int `json:"thinkingBudget,omitempty"`
+	// TODO Conflict with thinkingbudget.
+	ThinkingLevel string `json:"thinkingLevel,omitempty"`
+}
+
+// UnmarshalJSON allows GeminiThinkingConfig to accept both snake_case and camelCase fields.
+func (c *GeminiThinkingConfig) UnmarshalJSON(data []byte) error {
+	type Alias GeminiThinkingConfig
+	var aux struct {
+		Alias
+		IncludeThoughtsSnake *bool  `json:"include_thoughts,omitempty"`
+		ThinkingBudgetSnake  *int   `json:"thinking_budget,omitempty"`
+		ThinkingLevelSnake   string `json:"thinking_level,omitempty"`
+	}
+
+	if err := common.Unmarshal(data, &aux); err != nil {
+		return err
+	}
+
+	*c = GeminiThinkingConfig(aux.Alias)
+
+	if aux.IncludeThoughtsSnake != nil {
+		c.IncludeThoughts = *aux.IncludeThoughtsSnake
+	}
+
+	if aux.ThinkingBudgetSnake != nil {
+		c.ThinkingBudget = aux.ThinkingBudgetSnake
+	}
+
+	if aux.ThinkingLevelSnake != "" {
+		c.ThinkingLevel = aux.ThinkingLevelSnake
+	}
+
+	return nil
 }
 
 func (c *GeminiThinkingConfig) SetThinkingBudget(budget int) {
@@ -182,8 +215,12 @@ type FunctionCall struct {
 }
 
 type GeminiFunctionResponse struct {
-	Name     string                 `json:"name"`
-	Response map[string]interface{} `json:"response"`
+	Name         string                 `json:"name"`
+	Response     map[string]interface{} `json:"response"`
+	WillContinue json.RawMessage        `json:"willContinue,omitempty"`
+	Scheduling   json.RawMessage        `json:"scheduling,omitempty"`
+	Parts        json.RawMessage        `json:"parts,omitempty"`
+	ID           json.RawMessage        `json:"id,omitempty"`
 }
 
 type GeminiPartExecutableCode struct {
@@ -202,11 +239,15 @@ type GeminiFileData struct {
 }
 
 type GeminiPart struct {
-	Text                string                         `json:"text,omitempty"`
-	Thought             bool                           `json:"thought,omitempty"`
-	InlineData          *GeminiInlineData              `json:"inlineData,omitempty"`
-	FunctionCall        *FunctionCall                  `json:"functionCall,omitempty"`
-	FunctionResponse    *GeminiFunctionResponse        `json:"functionResponse,omitempty"`
+	Text             string                  `json:"text,omitempty"`
+	Thought          bool                    `json:"thought,omitempty"`
+	InlineData       *GeminiInlineData       `json:"inlineData,omitempty"`
+	FunctionCall     *FunctionCall           `json:"functionCall,omitempty"`
+	ThoughtSignature json.RawMessage         `json:"thoughtSignature,omitempty"`
+	FunctionResponse *GeminiFunctionResponse `json:"functionResponse,omitempty"`
+	// Optional. Media resolution for the input media.
+	MediaResolution     json.RawMessage                `json:"mediaResolution,omitempty"`
+	VideoMetadata       json.RawMessage                `json:"videoMetadata,omitempty"`
 	FileData            *GeminiFileData                `json:"fileData,omitempty"`
 	ExecutableCode      *GeminiPartExecutableCode      `json:"executableCode,omitempty"`
 	CodeExecutionResult *GeminiPartCodeExecutionResult `json:"codeExecutionResult,omitempty"`

dto/openai_request.go

@@ -66,10 +66,11 @@ type GeneralOpenAIRequest struct {
 	// 注意：默认过滤此字段以保护用户隐私，但过滤后可能导致 Codex 无法正常使用
 	Store json.RawMessage `json:"store,omitempty"`
 	// Used by OpenAI to cache responses for similar requests to optimize your cache hit rates. Replaces the user field
-	PromptCacheKey string          `json:"prompt_cache_key,omitempty"`
-	LogitBias      json.RawMessage `json:"logit_bias,omitempty"`
-	Metadata       json.RawMessage `json:"metadata,omitempty"`
-	Prediction     json.RawMessage `json:"prediction,omitempty"`
+	PromptCacheKey       string          `json:"prompt_cache_key,omitempty"`
+	PromptCacheRetention json.RawMessage `json:"prompt_cache_retention,omitempty"`
+	LogitBias            json.RawMessage `json:"logit_bias,omitempty"`
+	Metadata             json.RawMessage `json:"metadata,omitempty"`
+	Prediction           json.RawMessage `json:"prediction,omitempty"`
 	// gemini
 	ExtraBody json.RawMessage `json:"extra_body,omitempty"`
 	//xai
@@ -232,10 +233,13 @@ func (r *GeneralOpenAIRequest) GetSystemRoleName() string {
 	return "system"
 }
 
+const CustomType = "custom"
+
 type ToolCallRequest struct {
 	ID       string          `json:"id,omitempty"`
 	Type     string          `json:"type"`
-	Function FunctionRequest `json:"function"`
+	Function FunctionRequest `json:"function,omitempty"`
+	Custom   json.RawMessage `json:"custom,omitempty"`
 }
 
 type FunctionRequest struct {
@@ -795,19 +799,20 @@ type OpenAIResponsesRequest struct {
 	PreviousResponseID string          `json:"previous_response_id,omitempty"`
 	Reasoning          *Reasoning      `json:"reasoning,omitempty"`
 	// 服务层级字段，用于指定 API 服务等级。允许透传可能导致实际计费高于预期，默认应过滤
-	ServiceTier    string          `json:"service_tier,omitempty"`
-	Store          json.RawMessage `json:"store,omitempty"`
-	PromptCacheKey json.RawMessage `json:"prompt_cache_key,omitempty"`
-	Stream         bool            `json:"stream,omitempty"`
-	Temperature    float64         `json:"temperature,omitempty"`
-	Text           json.RawMessage `json:"text,omitempty"`
-	ToolChoice     json.RawMessage `json:"tool_choice,omitempty"`
-	Tools          json.RawMessage `json:"tools,omitempty"` // 需要处理的参数很少，MCP 参数太多不确定，所以用 map
-	TopP           float64         `json:"top_p,omitempty"`
-	Truncation     string          `json:"truncation,omitempty"`
-	User           string          `json:"user,omitempty"`
-	MaxToolCalls   uint            `json:"max_tool_calls,omitempty"`
-	Prompt         json.RawMessage `json:"prompt,omitempty"`
+	ServiceTier          string          `json:"service_tier,omitempty"`
+	Store                json.RawMessage `json:"store,omitempty"`
+	PromptCacheKey       json.RawMessage `json:"prompt_cache_key,omitempty"`
+	PromptCacheRetention json.RawMessage `json:"prompt_cache_retention,omitempty"`
+	Stream               bool            `json:"stream,omitempty"`
+	Temperature          float64         `json:"temperature,omitempty"`
+	Text                 json.RawMessage `json:"text,omitempty"`
+	ToolChoice           json.RawMessage `json:"tool_choice,omitempty"`
+	Tools                json.RawMessage `json:"tools,omitempty"` // 需要处理的参数很少，MCP 参数太多不确定，所以用 map
+	TopP                 float64         `json:"top_p,omitempty"`
+	Truncation           string          `json:"truncation,omitempty"`
+	User                 string          `json:"user,omitempty"`
+	MaxToolCalls         uint            `json:"max_tool_calls,omitempty"`
+	Prompt               json.RawMessage `json:"prompt,omitempty"`
 }
 
 func (r *OpenAIResponsesRequest) GetTokenCountMeta() *types.TokenCountMeta {
@@ -892,6 +897,12 @@ type Reasoning struct {
 	Summary string `json:"summary,omitempty"`
 }
 
+type Input struct {
+	Type    string          `json:"type,omitempty"`
+	Role    string          `json:"role,omitempty"`
+	Content json.RawMessage `json:"content,omitempty"`
+}
+
 type MediaInput struct {
 	Type     string `json:"type"`
 	Text     string `json:"text,omitempty"`
@@ -910,7 +921,7 @@ func (r *OpenAIResponsesRequest) ParseInput() []MediaInput {
 		return nil
 	}
 
-	var inputs []MediaInput
+	var mediaInputs []MediaInput
 
 	// Try string first
 	// if str, ok := common.GetJsonType(r.Input); ok {
@@ -920,60 +931,74 @@ func (r *OpenAIResponsesRequest) ParseInput() []MediaInput {
 	if common.GetJsonType(r.Input) == "string" {
 		var str string
 		_ = common.Unmarshal(r.Input, &str)
-		inputs = append(inputs, MediaInput{Type: "input_text", Text: str})
-		return inputs
+		mediaInputs = append(mediaInputs, MediaInput{Type: "input_text", Text: str})
+		return mediaInputs
 	}
 
 	// Try array of parts
 	if common.GetJsonType(r.Input) == "array" {
-		var array []any
-		_ = common.Unmarshal(r.Input, &array)
-		for _, itemAny := range array {
-			// Already parsed MediaInput
-			if media, ok := itemAny.(MediaInput); ok {
-				inputs = append(inputs, media)
-				continue
+		var inputs []Input
+		_ = common.Unmarshal(r.Input, &inputs)
+		for _, input := range inputs {
+			if common.GetJsonType(input.Content) == "string" {
+				var str string
+				_ = common.Unmarshal(input.Content, &str)
+				mediaInputs = append(mediaInputs, MediaInput{Type: "input_text", Text: str})
 			}
-			// Generic map
-			item, ok := itemAny.(map[string]any)
-			if !ok {
-				continue
-			}
-			typeVal, ok := item["type"].(string)
-			if !ok {
-				continue
-			}
-			switch typeVal {
-			case "input_text":
-				text, _ := item["text"].(string)
-				inputs = append(inputs, MediaInput{Type: "input_text", Text: text})
-			case "input_image":
-				// image_url may be string or object with url field
-				var imageUrl string
-				switch v := item["image_url"].(type) {
-				case string:
-					imageUrl = v
-				case map[string]any:
-					if url, ok := v["url"].(string); ok {
-						imageUrl = url
+
+			if common.GetJsonType(input.Content) == "array" {
+				var array []any
+				_ = common.Unmarshal(input.Content, &array)
+				for _, itemAny := range array {
+					// Already parsed MediaContent
+					if media, ok := itemAny.(MediaInput); ok {
+						mediaInputs = append(mediaInputs, media)
+						continue
+					}
+
+					// Generic map
+					item, ok := itemAny.(map[string]any)
+					if !ok {
+						continue
+					}
+
+					typeVal, ok := item["type"].(string)
+					if !ok {
+						continue
+					}
+					switch typeVal {
+					case "input_text":
+						text, _ := item["text"].(string)
+						mediaInputs = append(mediaInputs, MediaInput{Type: "input_text", Text: text})
+					case "input_image":
+						// image_url may be string or object with url field
+						var imageUrl string
+						switch v := item["image_url"].(type) {
+						case string:
+							imageUrl = v
+						case map[string]any:
+							if url, ok := v["url"].(string); ok {
+								imageUrl = url
+							}
+						}
+						mediaInputs = append(mediaInputs, MediaInput{Type: "input_image", ImageUrl: imageUrl})
+					case "input_file":
+						// file_url may be string or object with url field
+						var fileUrl string
+						switch v := item["file_url"].(type) {
+						case string:
+							fileUrl = v
+						case map[string]any:
+							if url, ok := v["url"].(string); ok {
+								fileUrl = url
+							}
+						}
+						mediaInputs = append(mediaInputs, MediaInput{Type: "input_file", FileUrl: fileUrl})
 					}
 				}
-				inputs = append(inputs, MediaInput{Type: "input_image", ImageUrl: imageUrl})
-			case "input_file":
-				// file_url may be string or object with url field
-				var fileUrl string
-				switch v := item["file_url"].(type) {
-				case string:
-					fileUrl = v
-				case map[string]any:
-					if url, ok := v["url"].(string); ok {
-						fileUrl = url
-					}
-				}
-				inputs = append(inputs, MediaInput{Type: "input_file", FileUrl: fileUrl})
 			}
 		}
 	}
 
-	return inputs
+	return mediaInputs
 }

dto/openai_response.go

@@ -230,6 +230,11 @@ type Usage struct {
 	InputTokens            int                `json:"input_tokens"`
 	OutputTokens           int                `json:"output_tokens"`
 	InputTokensDetails     *InputTokenDetails `json:"input_tokens_details"`
+
+	// claude cache 1h
+	ClaudeCacheCreation5mTokens int `json:"claude_cache_creation_5_m_tokens"`
+	ClaudeCacheCreation1hTokens int `json:"claude_cache_creation_1_h_tokens"`
+
 	// OpenRouter Params
 	Cost any `json:"cost,omitempty"`
 }

dto/openai_video.go

@@ -27,7 +27,7 @@ type OpenAIVideo struct {
 	Size               string            `json:"size,omitempty"`
 	RemixedFromVideoID string            `json:"remixed_from_video_id,omitempty"`
 	Error              *OpenAIVideoError `json:"error,omitempty"`
-	Metadata           map[string]any    `json:"meta_data,omitempty"`
+	Metadata           map[string]any    `json:"metadata,omitempty"`
 }
 
 func (m *OpenAIVideo) SetProgressStr(progress string) {

electron/package-lock.json

@@ -2784,9 +2784,9 @@
       }
     },
     "node_modules/js-yaml": {
-      "version": "4.1.0",
-      "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.0.tgz",
-      "integrity": "sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA==",
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.1.tgz",
+      "integrity": "sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {

go.mod

@@ -43,10 +43,10 @@ require (
 	github.com/tidwall/sjson v1.2.5
 	github.com/tiktoken-go/tokenizer v0.6.2
 	github.com/yapingcat/gomedia v0.0.0-20240906162731-17feea57090c
-	golang.org/x/crypto v0.42.0
+	golang.org/x/crypto v0.45.0
 	golang.org/x/image v0.23.0
-	golang.org/x/net v0.43.0
-	golang.org/x/sync v0.17.0
+	golang.org/x/net v0.47.0
+	golang.org/x/sync v0.18.0
 	gorm.io/driver/mysql v1.4.3
 	gorm.io/driver/postgres v1.5.2
 	gorm.io/gorm v1.25.2
@@ -111,8 +111,8 @@ require (
 	github.com/yusufpapurcu/wmi v1.2.3 // indirect
 	golang.org/x/arch v0.21.0 // indirect
 	golang.org/x/exp v0.0.0-20240404231335-c0f41cb1a7a0 // indirect
-	golang.org/x/sys v0.36.0 // indirect
-	golang.org/x/text v0.29.0 // indirect
+	golang.org/x/sys v0.38.0 // indirect
+	golang.org/x/text v0.31.0 // indirect
 	google.golang.org/protobuf v1.34.2 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 	modernc.org/libc v1.22.5 // indirect

go.sum

@@ -281,18 +281,18 @@ go.uber.org/mock v0.6.0/go.mod h1:KiVJ4BqZJaMj4svdfmHM0AUx4NJYO8ZNpPnZn1Z+BBU=
 golang.org/x/arch v0.21.0 h1:iTC9o7+wP6cPWpDWkivCvQFGAHDQ59SrSxsLPcnkArw=
 golang.org/x/arch v0.21.0/go.mod h1:dNHoOeKiyja7GTvF9NJS1l3Z2yntpQNzgrjh1cU103A=
 golang.org/x/crypto v0.0.0-20210711020723-a769d52b0f97/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
-golang.org/x/crypto v0.42.0 h1:chiH31gIWm57EkTXpwnqf8qeuMUi0yekh6mT2AvFlqI=
-golang.org/x/crypto v0.42.0/go.mod h1:4+rDnOTJhQCx2q7/j6rAN5XDw8kPjeaXEUR2eL94ix8=
+golang.org/x/crypto v0.45.0 h1:jMBrvKuj23MTlT0bQEOBcAE0mjg8mK9RXFhRH6nyF3Q=
+golang.org/x/crypto v0.45.0/go.mod h1:XTGrrkGJve7CYK7J8PEww4aY7gM3qMCElcJQ8n8JdX4=
 golang.org/x/exp v0.0.0-20240404231335-c0f41cb1a7a0 h1:985EYyeCOxTpcgOTJpflJUwOeEz0CQOdPt73OzpE9F8=
 golang.org/x/exp v0.0.0-20240404231335-c0f41cb1a7a0/go.mod h1:/lliqkxwWAhPjf5oSOIJup2XcqJaw8RGS6k3TGEc7GI=
 golang.org/x/image v0.23.0 h1:HseQ7c2OpPKTPVzNjG5fwJsOTCiiwS4QdsYi5XU6H68=
 golang.org/x/image v0.23.0/go.mod h1:wJJBTdLfCCf3tiHa1fNxpZmUI4mmoZvwMCPP0ddoNKY=
 golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
 golang.org/x/net v0.0.0-20210520170846-37e1c6afe023/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
-golang.org/x/net v0.43.0 h1:lat02VYK2j4aLzMzecihNvTlJNQUq316m2Mr9rnM6YE=
-golang.org/x/net v0.43.0/go.mod h1:vhO1fvI4dGsIjh73sWfUVjj3N7CA9WkKJNQm2svM6Jg=
-golang.org/x/sync v0.17.0 h1:l60nONMj9l5drqw6jlhIELNv9I0A4OFgRsG9k2oT9Ug=
-golang.org/x/sync v0.17.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
+golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
+golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
+golang.org/x/sync v0.18.0 h1:kr88TuHDroi+UVf+0hZnirlk8o8T+4MrK6mr60WkH/I=
+golang.org/x/sync v0.18.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
 golang.org/x/sys v0.0.0-20190726091711-fc99dfbffb4e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190916202348-b4ddaad3f8a3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200116001909-b77594299b42/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -304,15 +304,15 @@ golang.org/x/sys v0.0.0-20210806184541-e5e7981a1069/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.36.0 h1:KVRy2GtZBrk1cBYA7MKu5bEZFxQk4NIDV6RLVcC8o0k=
-golang.org/x/sys v0.36.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
+golang.org/x/sys v0.38.0 h1:3yZWxaJjBmCWXqhN1qh02AkOnCQ1poK6oF+a7xWL6Gc=
+golang.org/x/sys v0.38.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
-golang.org/x/text v0.29.0 h1:1neNs90w9YzJ9BocxfsQNHKuAT4pkghyXc4nhZ6sJvk=
-golang.org/x/text v0.29.0/go.mod h1:7MhJOA9CD2qZyOKYazxdYMF85OwPdEr9jTtBpO7ydH4=
+golang.org/x/text v0.31.0 h1:aC8ghyu4JhP8VojJ2lEHBnochRno1sgL6nEi9WGFGMM=
+golang.org/x/text v0.31.0/go.mod h1:tKRAlv61yKIjGGHX/4tP1LTbc13YSec1pxVEWXzfoeM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=

logger/logger.go

@@ -67,8 +67,10 @@ func LogError(ctx context.Context, msg string) {
 }
 
 func LogDebug(ctx context.Context, msg string, args ...any) {
-	msg = fmt.Sprintf(msg, args...)
 	if common.DebugEnabled {
+		if len(args) > 0 {
+			msg = fmt.Sprintf(msg, args...)
+		}
 		logHelper(ctx, loggerDebug, msg)
 	}
 }

middleware/distributor.go

@@ -94,6 +94,7 @@ func Distribute() func(c *gin.Context) {
 							return
 						}
 						usingGroup = playgroundRequest.Group
+						common.SetContextKey(c, constant.ContextKeyUsingGroup, usingGroup)
 					}
 				}
 				channel, selectGroup, err = service.CacheGetRandomSatisfiedChannel(c, usingGroup, modelRequest.Model, 0)
@@ -180,6 +181,10 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 		}
 		c.Set("platform", string(constant.TaskPlatformSuno))
 		c.Set("relay_mode", relayMode)
+	} else if strings.Contains(c.Request.URL.Path, "/v1/videos/") && strings.HasSuffix(c.Request.URL.Path, "/remix") {
+		relayMode := relayconstant.RelayModeVideoSubmit
+		c.Set("relay_mode", relayMode)
+		shouldSelectChannel = false
 	} else if strings.Contains(c.Request.URL.Path, "/v1/videos") {
 		//curl https://api.openai.com/v1/videos \
 		//  -H "Authorization: Bearer $OPENAI_API_KEY" \

middleware/rate-limit.go

@@ -102,7 +102,10 @@ func GlobalAPIRateLimit() func(c *gin.Context) {
 }
 
 func CriticalRateLimit() func(c *gin.Context) {
-	return rateLimitFactory(common.CriticalRateLimitNum, common.CriticalRateLimitDuration, "CT")
+	if common.CriticalRateLimitEnable {
+		return rateLimitFactory(common.CriticalRateLimitNum, common.CriticalRateLimitDuration, "CT")
+	}
+	return defNext
 }
 
 func DownloadRateLimit() func(c *gin.Context) {

model/channel.go

@@ -138,9 +138,11 @@ func (channel *Channel) GetNextEnabledKey() (string, int, *types.NewAPIError) {
 			enabledIdx = append(enabledIdx, i)
 		}
 	}
-	// If no specific status list or none enabled, fall back to first key
+	// If no specific status list or none enabled, return an explicit error so caller can
+	// properly handle a channel with no available keys (e.g. mark channel disabled).
+	// Returning the first key here caused requests to keep using an already-disabled key.
 	if len(enabledIdx) == 0 {
-		return keys[0], 0, nil
+		return "", 0, types.NewError(errors.New("no enabled keys"), types.ErrorCodeChannelNoAvailableKey)
 	}
 
 	switch channel.ChannelInfo.MultiKeyMode {
@@ -270,13 +272,17 @@ func GetAllChannels(startIdx int, num int, selectAll bool, idSort bool) ([]*Chan
 	return channels, err
 }
 
-func GetChannelsByTag(tag string, idSort bool) ([]*Channel, error) {
+func GetChannelsByTag(tag string, idSort bool, selectAll bool) ([]*Channel, error) {
 	var channels []*Channel
 	order := "priority desc"
 	if idSort {
 		order = "id desc"
 	}
-	err := DB.Where("tag = ?", tag).Order(order).Find(&channels).Error
+	query := DB.Where("tag = ?", tag).Order(order)
+	if !selectAll {
+		query = query.Omit("key")
+	}
+	err := query.Find(&channels).Error
 	return channels, err
 }
 
@@ -688,7 +694,7 @@ func DisableChannelByTag(tag string) error {
 	return err
 }
 
-func EditChannelByTag(tag string, newTag *string, modelMapping *string, models *string, group *string, priority *int64, weight *uint) error {
+func EditChannelByTag(tag string, newTag *string, modelMapping *string, models *string, group *string, priority *int64, weight *uint, paramOverride *string, headerOverride *string) error {
 	updateData := Channel{}
 	shouldReCreateAbilities := false
 	updatedTag := tag
@@ -714,13 +720,19 @@ func EditChannelByTag(tag string, newTag *string, modelMapping *string, models *
 	if weight != nil {
 		updateData.Weight = weight
 	}
+	if paramOverride != nil {
+		updateData.ParamOverride = paramOverride
+	}
+	if headerOverride != nil {
+		updateData.HeaderOverride = headerOverride
+	}
 
 	err := DB.Model(&Channel{}).Where("tag = ?", tag).Updates(updateData).Error
 	if err != nil {
 		return err
 	}
 	if shouldReCreateAbilities {
-		channels, err := GetChannelsByTag(updatedTag, false)
+		channels, err := GetChannelsByTag(updatedTag, false, false)
 		if err == nil {
 			for _, channel := range channels {
 				err = channel.UpdateAbilities(nil)

model/channel_cache.go

@@ -142,7 +142,6 @@ func GetRandomSatisfiedChannel(group string, model string, retry int) (*Channel,
 	targetPriority := int64(sortedUniquePriorities[retry])
 
 	// get the priority for the given retry number
-	var shouldSmooth = false
 	var sumWeight = 0
 	var targetChannels []*Channel
 	for _, channelId := range channels {
@@ -155,23 +154,34 @@ func GetRandomSatisfiedChannel(group string, model string, retry int) (*Channel,
 			return nil, fmt.Errorf("数据库一致性错误，渠道# %d 不存在，请联系管理员修复", channelId)
 		}
 	}
-	if sumWeight/len(targetChannels) < 10 {
-		shouldSmooth = true
+
+	if len(targetChannels) == 0 {
+		return nil, errors.New(fmt.Sprintf("no channel found, group: %s, model: %s, priority: %d", group, model, targetPriority))
 	}
 
-	// 平滑系数
+	// smoothing factor and adjustment
 	smoothingFactor := 1
-	if shouldSmooth {
+	smoothingAdjustment := 0
+
+	if sumWeight == 0 {
+		// when all channels have weight 0, set sumWeight to the number of channels and set smoothing adjustment to 100
+		// each channel's effective weight = 100
+		sumWeight = len(targetChannels) * 100
+		smoothingAdjustment = 100
+	} else if sumWeight/len(targetChannels) < 10 {
+		// when the average weight is less than 10, set smoothing factor to 100
 		smoothingFactor = 100
 	}
+
 	// Calculate the total weight of all channels up to endIdx
 	totalWeight := sumWeight * smoothingFactor
+
 	// Generate a random value in the range [0, totalWeight)
 	randomWeight := rand.Intn(totalWeight)
 
 	// Find a channel based on its weight
 	for _, channel := range targetChannels {
-		randomWeight -= channel.GetWeight() * smoothingFactor
+		randomWeight -= channel.GetWeight()*smoothingFactor + smoothingAdjustment
 		if randomWeight < 0 {
 			return channel, nil
 		}

model/task.go

@@ -57,8 +57,9 @@ type Task struct {
 	FinishTime int64                 `json:"finish_time" gorm:"index"`
 	Progress   string                `json:"progress" gorm:"type:varchar(20);index"`
 	Properties Properties            `json:"properties" gorm:"type:json"`
-
-	Data json.RawMessage `json:"data" gorm:"type:json"`
+	// 禁止返回给用户，内部可能包含key等隐私信息
+	PrivateData TaskPrivateData `json:"-" gorm:"column:private_data;type:json"`
+	Data        json.RawMessage `json:"data" gorm:"type:json"`
 }
 
 func (t *Task) SetData(data any) {
@@ -72,18 +73,46 @@ func (t *Task) GetData(v any) error {
 }
 
 type Properties struct {
-	Input string `json:"input"`
+	Input             string `json:"input"`
+	UpstreamModelName string `json:"upstream_model_name,omitempty"`
+	OriginModelName   string `json:"origin_model_name,omitempty"`
 }
 
 func (m *Properties) Scan(val interface{}) error {
 	bytesValue, _ := val.([]byte)
+	if len(bytesValue) == 0 {
+		*m = Properties{}
+		return nil
+	}
 	return json.Unmarshal(bytesValue, m)
 }
 
 func (m Properties) Value() (driver.Value, error) {
+	if m == (Properties{}) {
+		return nil, nil
+	}
 	return json.Marshal(m)
 }
 
+type TaskPrivateData struct {
+	Key string `json:"key,omitempty"`
+}
+
+func (p *TaskPrivateData) Scan(val interface{}) error {
+	bytesValue, _ := val.([]byte)
+	if len(bytesValue) == 0 {
+		return nil
+	}
+	return json.Unmarshal(bytesValue, p)
+}
+
+func (p TaskPrivateData) Value() (driver.Value, error) {
+	if (p == TaskPrivateData{}) {
+		return nil, nil
+	}
+	return json.Marshal(p)
+}
+
 // SyncTaskQueryParams 用于包含所有搜索条件的结构体，可以根据需求添加更多字段
 type SyncTaskQueryParams struct {
 	Platform       constant.TaskPlatform
@@ -98,14 +127,30 @@ type SyncTaskQueryParams struct {
 }
 
 func InitTask(platform constant.TaskPlatform, relayInfo *commonRelay.RelayInfo) *Task {
+	properties := Properties{}
+	privateData := TaskPrivateData{}
+	if relayInfo != nil && relayInfo.ChannelMeta != nil {
+		if relayInfo.ChannelMeta.ChannelType == constant.ChannelTypeGemini {
+			privateData.Key = relayInfo.ChannelMeta.ApiKey
+		}
+		if relayInfo.UpstreamModelName != "" {
+			properties.UpstreamModelName = relayInfo.UpstreamModelName
+		}
+		if relayInfo.OriginModelName != "" {
+			properties.OriginModelName = relayInfo.OriginModelName
+		}
+	}
+
 	t := &Task{
-		UserId:     relayInfo.UserId,
-		Group:      relayInfo.UsingGroup,
-		SubmitTime: time.Now().Unix(),
-		Status:     TaskStatusNotStart,
-		Progress:   "0%",
-		ChannelId:  relayInfo.ChannelId,
-		Platform:   platform,
+		UserId:      relayInfo.UserId,
+		Group:       relayInfo.UsingGroup,
+		SubmitTime:  time.Now().Unix(),
+		Status:      TaskStatusNotStart,
+		Progress:    "0%",
+		ChannelId:   relayInfo.ChannelId,
+		Platform:    platform,
+		Properties:  properties,
+		PrivateData: privateData,
 	}
 	return t
 }
@@ -384,3 +429,14 @@ func TaskCountAllUserTask(userId int, queryParams SyncTaskQueryParams) int64 {
 	_ = query.Count(&total).Error
 	return total
 }
+func (t *Task) ToOpenAIVideo() *dto.OpenAIVideo {
+	openAIVideo := dto.NewOpenAIVideo()
+	openAIVideo.ID = t.TaskID
+	openAIVideo.Status = t.Status.ToVideoStatus()
+	openAIVideo.Model = t.Properties.OriginModelName
+	openAIVideo.SetProgressStr(t.Progress)
+	openAIVideo.CreatedAt = t.CreatedAt
+	openAIVideo.CompletedAt = t.UpdatedAt
+	openAIVideo.SetMetadata("url", t.FailReason)
+	return openAIVideo
+}

model/user.go

@@ -27,6 +27,7 @@ type User struct {
 	Status           int            `json:"status" gorm:"type:int;default:1"` // enabled, disabled
 	Email            string         `json:"email" gorm:"index" validate:"max=50"`
 	GitHubId         string         `json:"github_id" gorm:"column:github_id;index"`
+	DiscordId        string         `json:"discord_id" gorm:"column:discord_id;index"`
 	OidcId           string         `json:"oidc_id" gorm:"column:oidc_id;index"`
 	WeChatId         string         `json:"wechat_id" gorm:"column:wechat_id;index"`
 	TelegramId       string         `json:"telegram_id" gorm:"column:telegram_id;index"`
@@ -539,6 +540,14 @@ func (user *User) FillUserByGitHubId() error {
 	return nil
 }
 
+func (user *User) FillUserByDiscordId() error {
+	if user.DiscordId == "" {
+		return errors.New("discord id 为空！")
+	}
+	DB.Where(User{DiscordId: user.DiscordId}).First(user)
+	return nil
+}
+
 func (user *User) FillUserByOidcId() error {
 	if user.OidcId == "" {
 		return errors.New("oidc id 为空！")
@@ -578,6 +587,10 @@ func IsGitHubIdAlreadyTaken(githubId string) bool {
 	return DB.Unscoped().Where("github_id = ?", githubId).Find(&User{}).RowsAffected == 1
 }
 
+func IsDiscordIdAlreadyTaken(discordId string) bool {
+	return DB.Unscoped().Where("discord_id = ?", discordId).Find(&User{}).RowsAffected == 1
+}
+
 func IsOidcIdAlreadyTaken(oidcId string) bool {
 	return DB.Where("oidc_id = ?", oidcId).Find(&User{}).RowsAffected == 1
 }

relay/channel/ali/adaptor.go

@@ -47,7 +47,11 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		case constant.RelayModeImagesGenerations:
 			fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/text2image/image-synthesis", info.ChannelBaseUrl)
 		case constant.RelayModeImagesEdits:
-			fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
+			if isWanModel(info.OriginModelName) {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/image2image/image-synthesis", info.ChannelBaseUrl)
+			} else {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
+			}
 		case constant.RelayModeCompletions:
 			fullRequestURL = fmt.Sprintf("%s/compatible-mode/v1/completions", info.ChannelBaseUrl)
 		default:
@@ -71,6 +75,9 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *rel
 		req.Set("X-DashScope-Async", "enable")
 	}
 	if info.RelayMode == constant.RelayModeImagesEdits {
+		if isWanModel(info.OriginModelName) {
+			req.Set("X-DashScope-Async", "enable")
+		}
 		req.Set("Content-Type", "application/json")
 	}
 	return nil
@@ -82,15 +89,15 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	}
 	// docs: https://bailian.console.aliyun.com/?tab=api#/api/?type=model&url=2712216
 	// fix: InternalError.Algo.InvalidParameter: The value of the enable_thinking parameter is restricted to True.
-	if strings.Contains(request.Model, "thinking") {
-		request.EnableThinking = true
-		request.Stream = true
-		info.IsStream = true
-	}
-	// fix: ali parameter.enable_thinking must be set to false for non-streaming calls
-	if !info.IsStream {
-		request.EnableThinking = false
-	}
+	//if strings.Contains(request.Model, "thinking") {
+	//	request.EnableThinking = true
+	//	request.Stream = true
+	//	info.IsStream = true
+	//}
+	//// fix: ali parameter.enable_thinking must be set to false for non-streaming calls
+	//if !info.IsStream {
+	//	request.EnableThinking = false
+	//}
 
 	switch info.RelayMode {
 	default:
@@ -107,6 +114,9 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 		}
 		return aliRequest, nil
 	} else if info.RelayMode == constant.RelayModeImagesEdits {
+		if isWanModel(info.OriginModelName) {
+			return oaiFormEdit2WanxImageEdit(c, info, request)
+		}
 		// ali image edit https://bailian.console.aliyun.com/?tab=api#/api/?type=model&url=2976416
 		// 如果用户使用表单，则需要解析表单数据
 		if strings.Contains(c.Request.Header.Get("Content-Type"), "multipart/form-data") {
@@ -161,7 +171,11 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		case constant.RelayModeImagesGenerations:
 			err, usage = aliImageHandler(c, resp, info)
 		case constant.RelayModeImagesEdits:
-			err, usage = aliImageEditHandler(c, resp, info)
+			if isWanModel(info.OriginModelName) {
+				err, usage = aliImageHandler(c, resp, info)
+			} else {
+				err, usage = aliImageEditHandler(c, resp, info)
+			}
 		case constant.RelayModeRerank:
 			err, usage = RerankHandler(c, resp, info)
 		default:

relay/channel/ali/dto.go

@@ -112,6 +112,19 @@ type AliImageInput struct {
 	Messages       []AliMessage `json:"messages,omitempty"`
 }
 
+type WanImageInput struct {
+	Prompt         string   `json:"prompt"`                    // 必需：文本提示词，描述生成图像中期望包含的元素和视觉特点
+	Images         []string `json:"images"`                    // 必需：图像URL数组，长度不超过2，支持HTTP/HTTPS URL或Base64编码
+	NegativePrompt string   `json:"negative_prompt,omitempty"` // 可选：反向提示词，描述不希望在画面中看到的内容
+}
+
+type WanImageParameters struct {
+	N         int     `json:"n,omitempty"`         // 生成图片数量，取值范围1-4，默认4
+	Watermark *bool   `json:"watermark,omitempty"` // 是否添加水印标识，默认false
+	Seed      int     `json:"seed,omitempty"`      // 随机数种子，取值范围[0, 2147483647]
+	Strength  float64 `json:"strength,omitempty"`  // 修改幅度 0.0-1.0，默认0.5（部分模型支持）
+}
+
 type AliRerankParameters struct {
 	TopN            *int  `json:"top_n,omitempty"`
 	ReturnDocuments *bool `json:"return_documents,omitempty"`

relay/channel/ali/image.go

@@ -58,11 +58,7 @@ func oaiImage2Ali(request dto.ImageRequest) (*AliImageRequest, error) {
 	return &imageRequest, nil
 }
 
-func oaiFormEdit2AliImageEdit(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (*AliImageRequest, error) {
-	var imageRequest AliImageRequest
-	imageRequest.Model = request.Model
-	imageRequest.ResponseFormat = request.ResponseFormat
-
+func getImageBase64sFromForm(c *gin.Context, fieldName string) ([]string, error) {
 	mf := c.Request.MultipartForm
 	if mf == nil {
 		if _, err := c.MultipartForm(); err != nil {
@@ -98,9 +94,9 @@ func oaiFormEdit2AliImageEdit(c *gin.Context, info *relaycommon.RelayInfo, reque
 		return nil, errors.New("image is required")
 	}
 
-	if len(imageFiles) > 1 {
-		return nil, errors.New("only one image is supported for qwen edit")
-	}
+	//if len(imageFiles) > 1 {
+	//	return nil, errors.New("only one image is supported for qwen edit")
+	//}
 
 	// 获取base64编码的图片
 	var imageBase64s []string
@@ -127,7 +123,18 @@ func oaiFormEdit2AliImageEdit(c *gin.Context, info *relaycommon.RelayInfo, reque
 		imageBase64s = append(imageBase64s, dataURL)
 		image.Close()
 	}
+	return imageBase64s, nil
+}
 
+func oaiFormEdit2AliImageEdit(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (*AliImageRequest, error) {
+	var imageRequest AliImageRequest
+	imageRequest.Model = request.Model
+	imageRequest.ResponseFormat = request.ResponseFormat
+
+	imageBase64s, err := getImageBase64sFromForm(c, "image")
+	if err != nil {
+		return nil, fmt.Errorf("get image base64s from form failed: %w", err)
+	}
 	//dto.MediaContent{}
 	mediaContents := make([]AliMediaContent, len(imageBase64s))
 	for i, b64 := range imageBase64s {

relay/channel/ali/image_wan.go

@@ -0,0 +1,39 @@
+package ali
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/dto"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+
+	"github.com/gin-gonic/gin"
+)
+
+func oaiFormEdit2WanxImageEdit(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (*AliImageRequest, error) {
+	var err error
+	var imageRequest AliImageRequest
+	imageRequest.Model = request.Model
+	imageRequest.ResponseFormat = request.ResponseFormat
+	wanInput := WanImageInput{
+		Prompt: request.Prompt,
+	}
+
+	if err := common.UnmarshalBodyReusable(c, &wanInput); err != nil {
+		return nil, err
+	}
+	if wanInput.Images, err = getImageBase64sFromForm(c, "image"); err != nil {
+		return nil, fmt.Errorf("get image base64s from form failed: %w", err)
+	}
+	wanParams := WanImageParameters{
+		N: int(request.N),
+	}
+	imageRequest.Input = wanInput
+	imageRequest.Parameters = wanParams
+	return &imageRequest, nil
+}
+
+func isWanModel(modelName string) bool {
+	return strings.Contains(modelName, "wan")
+}

relay/channel/aws/constants.go

@@ -18,6 +18,7 @@ var awsModelIDMap = map[string]string{
 	"claude-opus-4-1-20250805":   "anthropic.claude-opus-4-1-20250805-v1:0",
 	"claude-sonnet-4-5-20250929": "anthropic.claude-sonnet-4-5-20250929-v1:0",
 	"claude-haiku-4-5-20251001":  "anthropic.claude-haiku-4-5-20251001-v1:0",
+	"claude-opus-4-5-20251101":  "anthropic.claude-opus-4-5-20251101-v1:0",
 	// Nova models
 	"nova-micro-v1:0":   "amazon.nova-micro-v1:0",
 	"nova-lite-v1:0":    "amazon.nova-lite-v1:0",
@@ -76,6 +77,11 @@ var awsModelCanCrossRegionMap = map[string]map[string]bool{
 		"ap": true,
 		"eu": true,
 	},
+	"anthropic.claude-opus-4-5-20251101-v1:0": {
+		"us": true,
+		"ap": true,
+		"eu": true,
+	},
 	"anthropic.claude-haiku-4-5-20251001-v1:0": {
 		"us": true,
 		"ap": true,

relay/channel/aws/dto.go

@@ -1,15 +1,21 @@
 package aws
 
 import (
+	"context"
+	"encoding/json"
 	"io"
+	"net/http"
+	"strings"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
 )
 
 type AwsClaudeRequest struct {
 	// AnthropicVersion should be "bedrock-2023-05-31"
 	AnthropicVersion string              `json:"anthropic_version"`
+	AnthropicBeta    json.RawMessage     `json:"anthropic_beta,omitempty"`
 	System           any                 `json:"system,omitempty"`
 	Messages         []dto.ClaudeMessage `json:"messages"`
 	MaxTokens        uint                `json:"max_tokens,omitempty"`
@@ -22,29 +28,28 @@ type AwsClaudeRequest struct {
 	Thinking         *dto.Thinking       `json:"thinking,omitempty"`
 }
 
-func copyRequest(req *dto.ClaudeRequest) *AwsClaudeRequest {
-	return &AwsClaudeRequest{
-		AnthropicVersion: "bedrock-2023-05-31",
-		System:           req.System,
-		Messages:         req.Messages,
-		MaxTokens:        req.MaxTokens,
-		Temperature:      req.Temperature,
-		TopP:             req.TopP,
-		TopK:             req.TopK,
-		StopSequences:    req.StopSequences,
-		Tools:            req.Tools,
-		ToolChoice:       req.ToolChoice,
-		Thinking:         req.Thinking,
-	}
-}
-
-func formatRequest(requestBody io.Reader) (*AwsClaudeRequest, error) {
+func formatRequest(requestBody io.Reader, requestHeader http.Header) (*AwsClaudeRequest, error) {
 	var awsClaudeRequest AwsClaudeRequest
 	err := common.DecodeJson(requestBody, &awsClaudeRequest)
 	if err != nil {
 		return nil, err
 	}
 	awsClaudeRequest.AnthropicVersion = "bedrock-2023-05-31"
+
+	// check header anthropic-beta
+	anthropicBetaValues := requestHeader.Get("anthropic-beta")
+	if len(anthropicBetaValues) > 0 {
+		var tempArray []string
+		tempArray = strings.Split(anthropicBetaValues, ",")
+		if len(tempArray) > 0 {
+			betaJson, err := json.Marshal(tempArray)
+			if err != nil {
+				return nil, err
+			}
+			awsClaudeRequest.AnthropicBeta = betaJson
+		}
+	}
+	logger.LogJson(context.Background(), "json", awsClaudeRequest)
 	return &awsClaudeRequest, nil
 }
 

relay/channel/aws/relay-aws.go

@@ -25,6 +25,17 @@ import (
 	"github.com/aws/smithy-go/auth/bearer"
 )
 
+// getAwsErrorStatusCode extracts HTTP status code from AWS SDK error
+func getAwsErrorStatusCode(err error) int {
+	// Check for HTTP response error which contains status code
+	var httpErr interface{ HTTPStatusCode() int }
+	if errors.As(err, &httpErr) {
+		return httpErr.HTTPStatusCode()
+	}
+	// Default to 500 if we can't determine the status code
+	return http.StatusInternalServerError
+}
+
 func newAwsClient(c *gin.Context, info *relaycommon.RelayInfo) (*bedrockruntime.Client, error) {
 	var (
 		httpClient *http.Client
@@ -73,7 +84,6 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 	}
 	a.AwsClient = awsCli
 
-	println(info.UpstreamModelName)
 	// 获取对应的AWS模型ID
 	awsModelId := getAwsModelID(info.UpstreamModelName)
 
@@ -83,6 +93,10 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 		awsModelId = awsModelCrossRegion(awsModelId, awsRegionPrefix)
 	}
 
+	// init empty request.header
+	requestHeader := http.Header{}
+	a.SetupRequestHeader(c, &requestHeader, info)
+
 	if isNovaModel(awsModelId) {
 		var novaReq *NovaRequest
 		err = common.DecodeJson(requestBody, &novaReq)
@@ -104,7 +118,7 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 		awsReq.Body = reqBody
 		return nil, nil
 	} else {
-		awsClaudeReq, err := formatRequest(requestBody)
+		awsClaudeReq, err := formatRequest(requestBody, requestHeader)
 		if err != nil {
 			return nil, types.NewError(errors.Wrap(err, "format aws request fail"), types.ErrorCodeBadRequestBody)
 		}
@@ -170,7 +184,8 @@ func awsHandler(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor) (*types
 
 	awsResp, err := a.AwsClient.InvokeModel(c.Request.Context(), a.AwsReq.(*bedrockruntime.InvokeModelInput))
 	if err != nil {
-		return types.NewOpenAIError(errors.Wrap(err, "InvokeModel"), types.ErrorCodeAwsInvokeError, http.StatusInternalServerError), nil
+		statusCode := getAwsErrorStatusCode(err)
+		return types.NewOpenAIError(errors.Wrap(err, "InvokeModel"), types.ErrorCodeAwsInvokeError, statusCode), nil
 	}
 
 	claudeInfo := &claude.ClaudeResponseInfo{
@@ -196,7 +211,8 @@ func awsHandler(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor) (*types
 func awsStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor) (*types.NewAPIError, *dto.Usage) {
 	awsResp, err := a.AwsClient.InvokeModelWithResponseStream(c.Request.Context(), a.AwsReq.(*bedrockruntime.InvokeModelWithResponseStreamInput))
 	if err != nil {
-		return types.NewOpenAIError(errors.Wrap(err, "InvokeModelWithResponseStream"), types.ErrorCodeAwsInvokeError, http.StatusInternalServerError), nil
+		statusCode := getAwsErrorStatusCode(err)
+		return types.NewOpenAIError(errors.Wrap(err, "InvokeModelWithResponseStream"), types.ErrorCodeAwsInvokeError, statusCode), nil
 	}
 	stream := awsResp.GetStream()
 	defer stream.Close()
@@ -235,7 +251,8 @@ func handleNovaRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor)
 
 	awsResp, err := a.AwsClient.InvokeModel(c.Request.Context(), a.AwsReq.(*bedrockruntime.InvokeModelInput))
 	if err != nil {
-		return types.NewError(errors.Wrap(err, "InvokeModel"), types.ErrorCodeChannelAwsClientError), nil
+		statusCode := getAwsErrorStatusCode(err)
+		return types.NewOpenAIError(errors.Wrap(err, "InvokeModel"), types.ErrorCodeAwsInvokeError, statusCode), nil
 	}
 
 	// 解析Nova响应

relay/channel/claude/constants.go

@@ -21,6 +21,8 @@ var ModelList = []string{
 	"claude-opus-4-1-20250805-thinking",
 	"claude-sonnet-4-5-20250929",
 	"claude-sonnet-4-5-20250929-thinking",
+	"claude-opus-4-5-20251101",
+	"claude-opus-4-5-20251101-thinking",
 }
 
 var ChannelName = "claude"

relay/channel/claude/relay-claude.go

@@ -189,7 +189,9 @@ func RequestOpenAI2ClaudeMessage(c *gin.Context, textRequest dto.GeneralOpenAIRe
 		// https://docs.anthropic.com/en/docs/build-with-claude/extended-thinking#important-considerations-when-using-extended-thinking
 		claudeRequest.TopP = 0
 		claudeRequest.Temperature = common.GetPointer[float64](1.0)
-		claudeRequest.Model = strings.TrimSuffix(textRequest.Model, "-thinking")
+		if !model_setting.ShouldPreserveThinkingSuffix(textRequest.Model) {
+			claudeRequest.Model = strings.TrimSuffix(textRequest.Model, "-thinking")
+		}
 	}
 
 	if textRequest.ReasoningEffort != "" {
@@ -596,6 +598,8 @@ func FormatClaudeResponseInfo(requestMode int, claudeResponse *dto.ClaudeRespons
 			claudeInfo.Usage.PromptTokens = claudeResponse.Message.Usage.InputTokens
 			claudeInfo.Usage.PromptTokensDetails.CachedTokens = claudeResponse.Message.Usage.CacheReadInputTokens
 			claudeInfo.Usage.PromptTokensDetails.CachedCreationTokens = claudeResponse.Message.Usage.CacheCreationInputTokens
+			claudeInfo.Usage.ClaudeCacheCreation5mTokens = claudeResponse.Message.Usage.GetCacheCreation5mTokens()
+			claudeInfo.Usage.ClaudeCacheCreation1hTokens = claudeResponse.Message.Usage.GetCacheCreation1hTokens()
 			claudeInfo.Usage.CompletionTokens = claudeResponse.Message.Usage.OutputTokens
 		} else if claudeResponse.Type == "content_block_delta" {
 			if claudeResponse.Delta.Text != nil {
@@ -669,7 +673,7 @@ func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 func HandleStreamFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, claudeInfo *ClaudeResponseInfo, requestMode int) {
 
 	if requestMode == RequestModeCompletion {
-		claudeInfo.Usage = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, info.PromptTokens)
+		claudeInfo.Usage = service.ResponseText2Usage(c, claudeInfo.ResponseText.String(), info.UpstreamModelName, info.GetEstimatePromptTokens())
 	} else {
 		if claudeInfo.Usage.PromptTokens == 0 {
 			//上游出错
@@ -678,7 +682,7 @@ func HandleStreamFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, clau
 			if common.DebugEnabled {
 				common.SysLog("claude response usage is not complete, maybe upstream error")
 			}
-			claudeInfo.Usage = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
+			claudeInfo.Usage = service.ResponseText2Usage(c, claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
 		}
 	}
 
@@ -730,16 +734,15 @@ func HandleClaudeResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 		return types.WithClaudeError(*claudeError, http.StatusInternalServerError)
 	}
 	if requestMode == RequestModeCompletion {
-		completionTokens := service.CountTextToken(claudeResponse.Completion, info.OriginModelName)
-		claudeInfo.Usage.PromptTokens = info.PromptTokens
-		claudeInfo.Usage.CompletionTokens = completionTokens
-		claudeInfo.Usage.TotalTokens = info.PromptTokens + completionTokens
+		claudeInfo.Usage = service.ResponseText2Usage(c, claudeResponse.Completion, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	} else {
 		claudeInfo.Usage.PromptTokens = claudeResponse.Usage.InputTokens
 		claudeInfo.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
 		claudeInfo.Usage.TotalTokens = claudeResponse.Usage.InputTokens + claudeResponse.Usage.OutputTokens
 		claudeInfo.Usage.PromptTokensDetails.CachedTokens = claudeResponse.Usage.CacheReadInputTokens
 		claudeInfo.Usage.PromptTokensDetails.CachedCreationTokens = claudeResponse.Usage.CacheCreationInputTokens
+		claudeInfo.Usage.ClaudeCacheCreation5mTokens = claudeResponse.Usage.GetCacheCreation5mTokens()
+		claudeInfo.Usage.ClaudeCacheCreation1hTokens = claudeResponse.Usage.GetCacheCreation1hTokens()
 	}
 	var responseData []byte
 	switch info.RelayFormat {

relay/channel/cloudflare/relay_cloudflare.go

@@ -74,7 +74,7 @@ func cfStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Res
 	if err := scanner.Err(); err != nil {
 		logger.LogError(c, "error_scanning_stream_response: "+err.Error())
 	}
-	usage := service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+	usage := service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	if info.ShouldIncludeUsage {
 		response := helper.GenerateFinalUsageResponse(id, info.StartTime.Unix(), info.UpstreamModelName, *usage)
 		err := helper.ObjectData(c, response)
@@ -105,7 +105,7 @@ func cfHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response)
 	for _, choice := range response.Choices {
 		responseText += choice.Message.StringContent()
 	}
-	usage := service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+	usage := service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	response.Usage = *usage
 	response.Id = helper.GetResponseID(c)
 	jsonResponse, err := json.Marshal(response)
@@ -142,10 +142,6 @@ func cfSTTHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respon
 	c.Writer.WriteHeader(resp.StatusCode)
 	_, _ = c.Writer.Write(jsonResponse)
 
-	usage := &dto.Usage{}
-	usage.PromptTokens = info.PromptTokens
-	usage.CompletionTokens = service.CountTextToken(cfResp.Result.Text, info.UpstreamModelName)
-	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
-
+	usage := service.ResponseText2Usage(c, cfResp.Result.Text, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	return nil, usage
 }

relay/channel/cohere/relay-cohere.go

@@ -165,7 +165,7 @@ func cohereStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 		}
 	})
 	if usage.PromptTokens == 0 {
-		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	}
 	return usage, nil
 }
@@ -225,9 +225,9 @@ func cohereRerankHandler(c *gin.Context, resp *http.Response, info *relaycommon.
 	}
 	usage := dto.Usage{}
 	if cohereResp.Meta.BilledUnits.InputTokens == 0 {
-		usage.PromptTokens = info.PromptTokens
+		usage.PromptTokens = info.GetEstimatePromptTokens()
 		usage.CompletionTokens = 0
-		usage.TotalTokens = info.PromptTokens
+		usage.TotalTokens = info.GetEstimatePromptTokens()
 	} else {
 		usage.PromptTokens = cohereResp.Meta.BilledUnits.InputTokens
 		usage.CompletionTokens = cohereResp.Meta.BilledUnits.OutputTokens

relay/channel/coze/relay-coze.go

@@ -142,7 +142,7 @@ func cozeChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *ht
 	helper.Done(c)
 
 	if usage.TotalTokens == 0 {
-		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, c.GetInt("coze_input_count"))
+		usage = service.ResponseText2Usage(c, responseText, info.UpstreamModelName, c.GetInt("coze_input_count"))
 	}
 
 	return usage, nil

relay/channel/dify/relay-dify.go

@@ -246,7 +246,7 @@ func difyStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.R
 	})
 	helper.Done(c)
 	if usage.TotalTokens == 0 {
-		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	}
 	usage.CompletionTokens += nodeToken
 	return usage, nil

relay/channel/gemini/adaptor.go

@@ -127,7 +127,8 @@ func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 
-	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
+	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled &&
+		!model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) {
 		// 新增逻辑：处理 -thinking-<budget> 格式
 		if strings.Contains(info.UpstreamModelName, "-thinking-") {
 			parts := strings.Split(info.UpstreamModelName, "-thinking-")
@@ -136,6 +137,8 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 			info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-thinking")
 		} else if strings.HasSuffix(info.UpstreamModelName, "-nothinking") {
 			info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-nothinking")
+		} else if baseModel, level := parseThinkingLevelSuffix(info.UpstreamModelName); level != "" {
+			info.UpstreamModelName = baseModel
 		}
 	}
 
@@ -176,7 +179,7 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 		return nil, errors.New("request is nil")
 	}
 
-	geminiRequest, err := CovertGemini2OpenAI(c, *request, info)
+	geminiRequest, err := CovertOpenAI2Gemini(c, *request, info)
 	if err != nil {
 		return nil, err
 	}

relay/channel/gemini/constant.go

@@ -8,6 +8,7 @@ var ModelList = []string{
 	"gemini-1.5-pro-latest", "gemini-1.5-flash-latest",
 	// preview version
 	"gemini-2.0-flash-lite-preview",
+	"gemini-3-pro-preview",
 	// gemini exp
 	"gemini-exp-1206",
 	// flash exp
@@ -31,7 +32,7 @@ var SafetySettingList = []string{
 	"HARM_CATEGORY_HATE_SPEECH",
 	"HARM_CATEGORY_SEXUALLY_EXPLICIT",
 	"HARM_CATEGORY_DANGEROUS_CONTENT",
-	"HARM_CATEGORY_CIVIC_INTEGRITY",
+	//"HARM_CATEGORY_CIVIC_INTEGRITY", This item is deprecated!
 }
 
 var ChannelName = "google gemini"

relay/channel/gemini/relay-gemini-native.go

@@ -3,7 +3,6 @@ package gemini
 import (
 	"io"
 	"net/http"
-	"strings"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/dto"
@@ -13,8 +12,6 @@ import (
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/types"
 
-	"github.com/pkg/errors"
-
 	"github.com/gin-gonic/gin"
 )
 
@@ -72,10 +69,7 @@ func NativeGeminiEmbeddingHandler(c *gin.Context, resp *http.Response, info *rel
 		println(string(responseBody))
 	}
 
-	usage := &dto.Usage{
-		PromptTokens: info.PromptTokens,
-		TotalTokens:  info.PromptTokens,
-	}
+	usage := service.ResponseText2Usage(c, "", info.UpstreamModelName, info.GetEstimatePromptTokens())
 
 	if info.IsGeminiBatchEmbedding {
 		var geminiResponse dto.GeminiBatchEmbeddingResponse
@@ -97,80 +91,15 @@ func NativeGeminiEmbeddingHandler(c *gin.Context, resp *http.Response, info *rel
 }
 
 func GeminiTextGenerationStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
-	var usage = &dto.Usage{}
-	var imageCount int
-
 	helper.SetEventStreamHeaders(c)
 
-	responseText := strings.Builder{}
-
-	helper.StreamScannerHandler(c, resp, info, func(data string) bool {
-		var geminiResponse dto.GeminiChatResponse
-		err := common.UnmarshalJsonStr(data, &geminiResponse)
-		if err != nil {
-			logger.LogError(c, "error unmarshalling stream response: "+err.Error())
-			return false
-		}
-
-		// 统计图片数量
-		for _, candidate := range geminiResponse.Candidates {
-			for _, part := range candidate.Content.Parts {
-				if part.InlineData != nil && part.InlineData.MimeType != "" {
-					imageCount++
-				}
-				if part.Text != "" {
-					responseText.WriteString(part.Text)
-				}
-			}
-		}
-
-		// 更新使用量统计
-		if geminiResponse.UsageMetadata.TotalTokenCount != 0 {
-			usage.PromptTokens = geminiResponse.UsageMetadata.PromptTokenCount
-			usage.CompletionTokens = geminiResponse.UsageMetadata.CandidatesTokenCount + geminiResponse.UsageMetadata.ThoughtsTokenCount
-			usage.TotalTokens = geminiResponse.UsageMetadata.TotalTokenCount
-			usage.CompletionTokenDetails.ReasoningTokens = geminiResponse.UsageMetadata.ThoughtsTokenCount
-			for _, detail := range geminiResponse.UsageMetadata.PromptTokensDetails {
-				if detail.Modality == "AUDIO" {
-					usage.PromptTokensDetails.AudioTokens = detail.TokenCount
-				} else if detail.Modality == "TEXT" {
-					usage.PromptTokensDetails.TextTokens = detail.TokenCount
-				}
-			}
-		}
-
+	return geminiStreamHandler(c, info, resp, func(data string, geminiResponse *dto.GeminiChatResponse) bool {
 		// 直接发送 GeminiChatResponse 响应
-		err = helper.StringData(c, data)
+		err := helper.StringData(c, data)
 		if err != nil {
 			logger.LogError(c, err.Error())
 		}
 		info.SendResponseCount++
 		return true
 	})
-
-	if info.SendResponseCount == 0 {
-		return nil, types.NewOpenAIError(errors.New("no response received from Gemini API"), types.ErrorCodeEmptyResponse, http.StatusInternalServerError)
-	}
-
-	if imageCount != 0 {
-		if usage.CompletionTokens == 0 {
-			usage.CompletionTokens = imageCount * 258
-		}
-	}
-
-	// 如果usage.CompletionTokens为0，则使用本地统计的completion tokens
-	if usage.CompletionTokens == 0 {
-		str := responseText.String()
-		if len(str) > 0 {
-			usage = service.ResponseText2Usage(responseText.String(), info.UpstreamModelName, info.PromptTokens)
-		} else {
-			// 空补全，不需要使用量
-			usage = &dto.Usage{}
-		}
-	}
-
-	// 移除流式响应结尾的[Done]，因为Gemini API没有发送Done的行为
-	//helper.Done(c)
-
-	return usage, nil
 }

relay/channel/gemini/relay-gemini.go

@@ -19,8 +19,8 @@ import (
 	"github.com/QuantumNous/new-api/relay/helper"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/model_setting"
+	"github.com/QuantumNous/new-api/setting/reasoning"
 	"github.com/QuantumNous/new-api/types"
-
 	"github.com/gin-gonic/gin"
 )
 
@@ -44,6 +44,8 @@ var geminiSupportedMimeTypes = map[string]bool{
 	"video/flv":       true,
 }
 
+const thoughtSignatureBypassValue = "context_engineering_is_the_way_to_go"
+
 // Gemini 允许的思考预算范围
 const (
 	pro25MinBudget       = 128
@@ -120,6 +122,14 @@ func clampThinkingBudgetByEffort(modelName string, effort string) int {
 	return clampThinkingBudget(modelName, maxBudget)
 }
 
+func parseThinkingLevelSuffix(modelName string) (string, string) {
+	base, level, ok := reasoning.TrimEffortSuffix(modelName)
+	if !ok {
+		return modelName, ""
+	}
+	return base, level
+}
+
 func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.RelayInfo, oaiRequest ...dto.GeneralOpenAIRequest) {
 	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
 		modelName := info.UpstreamModelName
@@ -176,12 +186,18 @@ func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.Rel
 					ThinkingBudget: common.GetPointer(0),
 				}
 			}
+		} else if _, level := parseThinkingLevelSuffix(modelName); level != "" {
+			geminiRequest.GenerationConfig.ThinkingConfig = &dto.GeminiThinkingConfig{
+				IncludeThoughts: true,
+				ThinkingLevel:   level,
+			}
+			info.ReasoningEffort = level
 		}
 	}
 }
 
 // Setting safety to the lowest possible values since Gemini is already powerless enough
-func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (*dto.GeminiChatRequest, error) {
+func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (*dto.GeminiChatRequest, error) {
 
 	geminiRequest := dto.GeminiChatRequest{
 		Contents: make([]dto.GeminiChatContent, 0, len(textRequest.Messages)),
@@ -193,6 +209,10 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 		},
 	}
 
+	attachThoughtSignature := (info.ChannelType == constant.ChannelTypeGemini ||
+		info.ChannelType == constant.ChannelTypeVertexAi) &&
+		model_setting.GetGeminiSettings().FunctionCallThoughtSignatureEnabled
+
 	if model_setting.IsGeminiModelSupportImagine(info.UpstreamModelName) {
 		geminiRequest.GenerationConfig.ResponseModalities = []string{
 			"TEXT",
@@ -202,6 +222,7 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 
 	adaptorWithExtraBody := false
 
+	// patch extra_body
 	if len(textRequest.ExtraBody) > 0 {
 		if !strings.HasSuffix(info.UpstreamModelName, "-nothinking") {
 			var extraBody map[string]interface{}
@@ -233,6 +254,39 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 						}
 					}
 				}
+
+				// check error param name like imageConfig, should be image_config
+				if _, hasErrorParam := googleBody["imageConfig"]; hasErrorParam {
+					return nil, errors.New("extra_body.google.imageConfig is not supported, use extra_body.google.image_config instead")
+				}
+
+				if imageConfig, ok := googleBody["image_config"].(map[string]interface{}); ok {
+					// check error param name like aspectRatio, should be aspect_ratio
+					if _, hasErrorParam := imageConfig["aspectRatio"]; hasErrorParam {
+						return nil, errors.New("extra_body.google.image_config.aspectRatio is not supported, use extra_body.google.image_config.aspect_ratio instead")
+					}
+					// check error param name like imageSize, should be image_size
+					if _, hasErrorParam := imageConfig["imageSize"]; hasErrorParam {
+						return nil, errors.New("extra_body.google.image_config.imageSize is not supported, use extra_body.google.image_config.image_size instead")
+					}
+
+					// convert snake_case to camelCase for Gemini API
+					geminiImageConfig := make(map[string]interface{})
+					if aspectRatio, ok := imageConfig["aspect_ratio"]; ok {
+						geminiImageConfig["aspectRatio"] = aspectRatio
+					}
+					if imageSize, ok := imageConfig["image_size"]; ok {
+						geminiImageConfig["imageSize"] = imageSize
+					}
+
+					if len(geminiImageConfig) > 0 {
+						imageConfigBytes, err := common.Marshal(geminiImageConfig)
+						if err != nil {
+							return nil, fmt.Errorf("failed to marshal image_config: %w", err)
+						}
+						geminiRequest.GenerationConfig.ImageConfig = imageConfigBytes
+					}
+				}
 			}
 		}
 	}
@@ -371,6 +425,8 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 		content := dto.GeminiChatContent{
 			Role: message.Role,
 		}
+		shouldAttachThoughtSignature := attachThoughtSignature && (message.Role == "assistant" || message.Role == "model")
+		signatureAttached := false
 		// isToolCall := false
 		if message.ToolCalls != nil {
 			// message.Role = "model"
@@ -388,6 +444,10 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 						Arguments:    args,
 					},
 				}
+				if shouldAttachThoughtSignature && !signatureAttached && hasFunctionCallContent(toolCall.FunctionCall) && len(toolCall.ThoughtSignature) == 0 {
+					toolCall.ThoughtSignature = json.RawMessage(strconv.Quote(thoughtSignatureBypassValue))
+					signatureAttached = true
+				}
 				parts = append(parts, toolCall)
 				tool_call_ids[call.ID] = call.Function.Name
 			}
@@ -400,9 +460,68 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 				if part.Text == "" {
 					continue
 				}
-				parts = append(parts, dto.GeminiPart{
-					Text: part.Text,
-				})
+				// check markdown image ![image](data:image/jpeg;base64,xxxxxxxxxxxx)
+				// 使用字符串查找而非正则，避免大文本性能问题
+				text := part.Text
+				hasMarkdownImage := false
+				for {
+					// 快速检查是否包含 markdown 图片标记
+					startIdx := strings.Index(text, "![")
+					if startIdx == -1 {
+						break
+					}
+					// 找到 ](
+					bracketIdx := strings.Index(text[startIdx:], "](data:")
+					if bracketIdx == -1 {
+						break
+					}
+					bracketIdx += startIdx
+					// 找到闭合的 )
+					closeIdx := strings.Index(text[bracketIdx+2:], ")")
+					if closeIdx == -1 {
+						break
+					}
+					closeIdx += bracketIdx + 2
+
+					hasMarkdownImage = true
+					// 添加图片前的文本
+					if startIdx > 0 {
+						textBefore := text[:startIdx]
+						if textBefore != "" {
+							parts = append(parts, dto.GeminiPart{
+								Text: textBefore,
+							})
+						}
+					}
+					// 提取 data URL (从 "](" 后面开始，到 ")" 之前)
+					dataUrl := text[bracketIdx+2 : closeIdx]
+					imageNum += 1
+					if constant.GeminiVisionMaxImageNum != -1 && imageNum > constant.GeminiVisionMaxImageNum {
+						return nil, fmt.Errorf("too many images in the message, max allowed is %d", constant.GeminiVisionMaxImageNum)
+					}
+					format, base64String, err := service.DecodeBase64FileData(dataUrl)
+					if err != nil {
+						return nil, fmt.Errorf("decode markdown base64 image data failed: %s", err.Error())
+					}
+					imgPart := dto.GeminiPart{
+						InlineData: &dto.GeminiInlineData{
+							MimeType: format,
+							Data:     base64String,
+						},
+					}
+					if shouldAttachThoughtSignature {
+						imgPart.ThoughtSignature = json.RawMessage(strconv.Quote(thoughtSignatureBypassValue))
+					}
+					parts = append(parts, imgPart)
+					// 继续处理剩余文本
+					text = text[closeIdx+1:]
+				}
+				// 添加剩余文本或原始文本（如果没有找到 markdown 图片）
+				if !hasMarkdownImage {
+					parts = append(parts, dto.GeminiPart{
+						Text: part.Text,
+					})
+				}
 			} else if part.Type == dto.ContentTypeImageURL {
 				imageNum += 1
 
@@ -472,6 +591,17 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 			}
 		}
 
+		// 如果需要附加签名但还没有附加（没有 tool_calls 或 tool_calls 为空），
+		// 则在第一个文本 part 上附加 thoughtSignature
+		if shouldAttachThoughtSignature && !signatureAttached && len(parts) > 0 {
+			for i := range parts {
+				if parts[i].Text != "" {
+					parts[i].ThoughtSignature = json.RawMessage(strconv.Quote(thoughtSignatureBypassValue))
+					break
+				}
+			}
+		}
+
 		content.Parts = parts
 
 		// there's no assistant role in gemini and API shall vomit if Role is not user or model
@@ -496,6 +626,28 @@ func CovertGemini2OpenAI(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 	return &geminiRequest, nil
 }
 
+func hasFunctionCallContent(call *dto.FunctionCall) bool {
+	if call == nil {
+		return false
+	}
+	if strings.TrimSpace(call.FunctionName) != "" {
+		return true
+	}
+
+	switch v := call.Arguments.(type) {
+	case nil:
+		return false
+	case string:
+		return strings.TrimSpace(v) != ""
+	case map[string]interface{}:
+		return len(v) > 0
+	case []interface{}:
+		return len(v) > 0
+	default:
+		return true
+	}
+}
+
 // Helper function to get a list of supported MIME types for error messages
 func getSupportedMimeTypesList() []string {
 	keys := make([]string, 0, len(geminiSupportedMimeTypes))
@@ -920,14 +1072,10 @@ func handleFinalStream(c *gin.Context, info *relaycommon.RelayInfo, resp *dto.Ch
 	return nil
 }
 
-func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
-	// responseText := ""
-	id := helper.GetResponseID(c)
-	createAt := common.GetTimestamp()
-	responseText := strings.Builder{}
+func geminiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response, callback func(data string, geminiResponse *dto.GeminiChatResponse) bool) (*dto.Usage, *types.NewAPIError) {
 	var usage = &dto.Usage{}
 	var imageCount int
-	finishReason := constant.FinishReasonStop
+	responseText := strings.Builder{}
 
 	helper.StreamScannerHandler(c, resp, info, func(data string) bool {
 		var geminiResponse dto.GeminiChatResponse
@@ -937,6 +1085,7 @@ func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *
 			return false
 		}
 
+		// 统计图片数量
 		for _, candidate := range geminiResponse.Candidates {
 			for _, part := range candidate.Content.Parts {
 				if part.InlineData != nil && part.InlineData.MimeType != "" {
@@ -948,14 +1097,10 @@ func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *
 			}
 		}
 
-		response, isStop := streamResponseGeminiChat2OpenAI(&geminiResponse)
-
-		response.Id = id
-		response.Created = createAt
-		response.Model = info.UpstreamModelName
+		// 更新使用量统计
 		if geminiResponse.UsageMetadata.TotalTokenCount != 0 {
 			usage.PromptTokens = geminiResponse.UsageMetadata.PromptTokenCount
-			usage.CompletionTokens = geminiResponse.UsageMetadata.CandidatesTokenCount
+			usage.CompletionTokens = geminiResponse.UsageMetadata.CandidatesTokenCount + geminiResponse.UsageMetadata.ThoughtsTokenCount
 			usage.CompletionTokenDetails.ReasoningTokens = geminiResponse.UsageMetadata.ThoughtsTokenCount
 			usage.TotalTokens = geminiResponse.UsageMetadata.TotalTokenCount
 			for _, detail := range geminiResponse.UsageMetadata.PromptTokensDetails {
@@ -966,6 +1111,45 @@ func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *
 				}
 			}
 		}
+
+		return callback(data, &geminiResponse)
+	})
+
+	if imageCount != 0 {
+		if usage.CompletionTokens == 0 {
+			usage.CompletionTokens = imageCount * 1400
+		}
+	}
+
+	usage.PromptTokensDetails.TextTokens = usage.PromptTokens
+	if usage.TotalTokens > 0 {
+		usage.CompletionTokens = usage.TotalTokens - usage.PromptTokens
+	}
+
+	if usage.CompletionTokens <= 0 {
+		str := responseText.String()
+		if len(str) > 0 {
+			usage = service.ResponseText2Usage(c, responseText.String(), info.UpstreamModelName, info.GetEstimatePromptTokens())
+		} else {
+			usage = &dto.Usage{}
+		}
+	}
+
+	return usage, nil
+}
+
+func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
+	id := helper.GetResponseID(c)
+	createAt := common.GetTimestamp()
+	finishReason := constant.FinishReasonStop
+
+	usage, err := geminiStreamHandler(c, info, resp, func(data string, geminiResponse *dto.GeminiChatResponse) bool {
+		response, isStop := streamResponseGeminiChat2OpenAI(geminiResponse)
+
+		response.Id = id
+		response.Created = createAt
+		response.Model = info.UpstreamModelName
+
 		logger.LogDebug(c, fmt.Sprintf("info.SendResponseCount = %d", info.SendResponseCount))
 		if info.SendResponseCount == 0 {
 			// send first response
@@ -981,7 +1165,7 @@ func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *
 					emptyResponse.Choices[0].Delta.ToolCalls = copiedToolCalls
 				}
 				finishReason = constant.FinishReasonToolCalls
-				err = handleStream(c, info, emptyResponse)
+				err := handleStream(c, info, emptyResponse)
 				if err != nil {
 					logger.LogError(c, err.Error())
 				}
@@ -991,14 +1175,14 @@ func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *
 					response.Choices[0].FinishReason = nil
 				}
 			} else {
-				err = handleStream(c, info, emptyResponse)
+				err := handleStream(c, info, emptyResponse)
 				if err != nil {
 					logger.LogError(c, err.Error())
 				}
 			}
 		}
 
-		err = handleStream(c, info, response)
+		err := handleStream(c, info, response)
 		if err != nil {
 			logger.LogError(c, err.Error())
 		}
@@ -1008,40 +1192,15 @@ func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *
 		return true
 	})
 
-	if info.SendResponseCount == 0 {
-		// 空补全，报错不计费
-		// empty response, throw an error
-		return nil, types.NewOpenAIError(errors.New("no response received from Gemini API"), types.ErrorCodeEmptyResponse, http.StatusInternalServerError)
-	}
-
-	if imageCount != 0 {
-		if usage.CompletionTokens == 0 {
-			usage.CompletionTokens = imageCount * 258
-		}
-	}
-
-	usage.PromptTokensDetails.TextTokens = usage.PromptTokens
-	usage.CompletionTokens = usage.TotalTokens - usage.PromptTokens
-
-	if usage.CompletionTokens == 0 {
-		str := responseText.String()
-		if len(str) > 0 {
-			usage = service.ResponseText2Usage(responseText.String(), info.UpstreamModelName, info.PromptTokens)
-		} else {
-			// 空补全，不需要使用量
-			usage = &dto.Usage{}
-		}
+	if err != nil {
+		return usage, err
 	}
 
 	response := helper.GenerateFinalUsageResponse(id, createAt, info.UpstreamModelName, *usage)
-	err := handleFinalStream(c, info, response)
-	if err != nil {
-		common.SysLog("send final response failed: " + err.Error())
+	handleErr := handleFinalStream(c, info, response)
+	if handleErr != nil {
+		common.SysLog("send final response failed: " + handleErr.Error())
 	}
-	//if info.RelayFormat == relaycommon.RelayFormatOpenAI {
-	//	helper.Done(c)
-	//}
-	//resp.Body.Close()
 	return usage, nil
 }
 
@@ -1143,11 +1302,7 @@ func GeminiEmbeddingHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *h
 	// Google has not yet clarified how embedding models will be billed
 	// refer to openai billing method to use input tokens billing
 	// https://platform.openai.com/docs/guides/embeddings#what-are-embeddings
-	usage := &dto.Usage{
-		PromptTokens:     info.PromptTokens,
-		CompletionTokens: 0,
-		TotalTokens:      info.PromptTokens,
-	}
+	usage := service.ResponseText2Usage(c, "", info.UpstreamModelName, info.GetEstimatePromptTokens())
 	openAIResponse.Usage = *usage
 
 	jsonResponse, jsonErr := common.Marshal(openAIResponse)

relay/channel/minimax/tts.go

@@ -163,7 +163,7 @@ func handleTTSResponse(c *gin.Context, resp *http.Response, info *relaycommon.Re
 	}
 
 	usage = &dto.Usage{
-		PromptTokens:     info.PromptTokens,
+		PromptTokens:     info.GetEstimatePromptTokens(),
 		CompletionTokens: 0,
 		TotalTokens:      int(minimaxResp.ExtraInfo.UsageCharacters),
 	}

relay/channel/moonshot/adaptor.go

@@ -6,6 +6,7 @@ import (
 	"io"
 	"net/http"
 
+	channelconstant "github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/relay/channel"
 	"github.com/QuantumNous/new-api/relay/channel/claude"
@@ -44,6 +45,16 @@ func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 }
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	baseURL := info.ChannelBaseUrl
+	if specialPlan, ok := channelconstant.ChannelSpecialBases[baseURL]; ok {
+		if info.RelayFormat == types.RelayFormatClaude {
+			return fmt.Sprintf("%s/v1/messages", specialPlan.ClaudeBaseURL), nil
+		}
+		if info.RelayFormat == types.RelayFormatOpenAI {
+			return fmt.Sprintf("%s/chat/completions", specialPlan.OpenAIBaseURL), nil
+		}
+	}
+
 	switch info.RelayFormat {
 	case types.RelayFormatClaude:
 		return fmt.Sprintf("%s/anthropic/v1/messages", info.ChannelBaseUrl), nil

relay/channel/openai/adaptor.go

@@ -15,9 +15,11 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/relay/channel"
 	"github.com/QuantumNous/new-api/relay/channel/ai360"
 	"github.com/QuantumNous/new-api/relay/channel/lingyiwanwu"
+
 	//"github.com/QuantumNous/new-api/relay/channel/minimax"
 	"github.com/QuantumNous/new-api/relay/channel/openrouter"
 	"github.com/QuantumNous/new-api/relay/channel/xinference"
@@ -25,6 +27,7 @@ import (
 	"github.com/QuantumNous/new-api/relay/common_handler"
 	relayconstant "github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/QuantumNous/new-api/types"
 
 	"github.com/gin-gonic/gin"
@@ -39,7 +42,7 @@ type Adaptor struct {
 // support OAI models: o1-mini/o3-mini/o4-mini/o1/o3 etc...
 // minimal effort only available in gpt-5
 func parseReasoningEffortFromModelSuffix(model string) (string, string) {
-	effortSuffixes := []string{"-high", "-minimal", "-low", "-medium"}
+	effortSuffixes := []string{"-high", "-minimal", "-low", "-medium", "-none"}
 	for _, suffix := range effortSuffixes {
 		if strings.HasSuffix(model, suffix) {
 			effort := strings.TrimPrefix(suffix, "-")
@@ -222,7 +225,8 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 			request.Usage = json.RawMessage(`{"include":true}`)
 		}
 		// 适配 OpenRouter 的 thinking 后缀
-		if strings.HasSuffix(info.UpstreamModelName, "-thinking") {
+		if !model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) &&
+			strings.HasSuffix(info.UpstreamModelName, "-thinking") {
 			info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-thinking")
 			request.Model = info.UpstreamModelName
 			if len(request.Reasoning) == 0 {
@@ -352,27 +356,43 @@ func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInf
 
 		writer.WriteField("model", request.Model)
 
-		// 获取所有表单字段
-		formData := c.Request.PostForm
+		formData, err2 := common.ParseMultipartFormReusable(c)
+		if err2 != nil {
+			return nil, fmt.Errorf("error parsing multipart form: %w", err2)
+		}
+
+		// 打印类似 curl 命令格式的信息
+		logger.LogDebug(c.Request.Context(), fmt.Sprintf("--form 'model=\"%s\"'", request.Model))
 
 		// 遍历表单字段并打印输出
-		for key, values := range formData {
+		for key, values := range formData.Value {
 			if key == "model" {
 				continue
 			}
 			for _, value := range values {
 				writer.WriteField(key, value)
+				logger.LogDebug(c.Request.Context(), fmt.Sprintf("--form '%s=\"%s\"'", key, value))
 			}
 		}
 
-		// 添加文件字段
-		file, header, err := c.Request.FormFile("file")
-		if err != nil {
+		// 从 formData 中获取文件
+		fileHeaders := formData.File["file"]
+		if len(fileHeaders) == 0 {
 			return nil, errors.New("file is required")
 		}
+
+		// 使用 formData 中的第一个文件
+		fileHeader := fileHeaders[0]
+		logger.LogDebug(c.Request.Context(), fmt.Sprintf("--form 'file=@\"%s\"' (size: %d bytes, content-type: %s)",
+			fileHeader.Filename, fileHeader.Size, fileHeader.Header.Get("Content-Type")))
+
+		file, err := fileHeader.Open()
+		if err != nil {
+			return nil, fmt.Errorf("error opening audio file: %v", err)
+		}
 		defer file.Close()
 
-		part, err := writer.CreateFormFile("file", header.Filename)
+		part, err := writer.CreateFormFile("file", fileHeader.Filename)
 		if err != nil {
 			return nil, errors.New("create form file failed")
 		}
@@ -383,6 +403,7 @@ func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInf
 		// 关闭 multipart 编写器以设置分界线
 		writer.Close()
 		c.Request.Header.Set("Content-Type", writer.FormDataContentType())
+		logger.LogDebug(c.Request.Context(), fmt.Sprintf("--header 'Content-Type: %s'", writer.FormDataContentType()))
 		return &requestBody, nil
 	}
 }

relay/channel/openai/relay-openai.go

@@ -122,6 +122,10 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 	var usage = &dto.Usage{}
 	var streamItems []string // store stream items
 	var lastStreamData string
+	var secondLastStreamData string // 存储倒数第二个stream data，用于音频模型
+
+	// 检查是否为音频模型
+	isAudioModel := strings.Contains(strings.ToLower(model), "audio")
 
 	helper.StreamScannerHandler(c, resp, info, func(data string) bool {
 		if lastStreamData != "" {
@@ -131,12 +135,35 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 			}
 		}
 		if len(data) > 0 {
+			// 对音频模型，保存倒数第二个stream data
+			if isAudioModel && lastStreamData != "" {
+				secondLastStreamData = lastStreamData
+			}
+
 			lastStreamData = data
 			streamItems = append(streamItems, data)
 		}
 		return true
 	})
 
+	// 对音频模型，从倒数第二个stream data中提取usage信息
+	if isAudioModel && secondLastStreamData != "" {
+		var streamResp struct {
+			Usage *dto.Usage `json:"usage"`
+		}
+		err := json.Unmarshal([]byte(secondLastStreamData), &streamResp)
+		if err == nil && streamResp.Usage != nil && service.ValidUsage(streamResp.Usage) {
+			usage = streamResp.Usage
+			containStreamUsage = true
+
+			if common.DebugEnabled {
+				logger.LogDebug(c, fmt.Sprintf("Audio model usage extracted from second last SSE: PromptTokens=%d, CompletionTokens=%d, TotalTokens=%d, InputTokens=%d, OutputTokens=%d",
+					usage.PromptTokens, usage.CompletionTokens, usage.TotalTokens,
+					usage.InputTokens, usage.OutputTokens))
+			}
+		}
+	}
+
 	// 处理最后的响应
 	shouldSendLastResp := true
 	if err := handleLastResponse(lastStreamData, &responseId, &createAt, &systemFingerprint, &model, &usage,
@@ -156,7 +183,7 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 	}
 
 	if !containStreamUsage {
-		usage = service.ResponseText2Usage(responseTextBuilder.String(), info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(c, responseTextBuilder.String(), info.UpstreamModelName, info.GetEstimatePromptTokens())
 		usage.CompletionTokens += toolCount * 7
 	}
 
@@ -218,9 +245,9 @@ func OpenaiHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respo
 			}
 		}
 		simpleResponse.Usage = dto.Usage{
-			PromptTokens:     info.PromptTokens,
+			PromptTokens:     info.GetEstimatePromptTokens(),
 			CompletionTokens: completionTokens,
-			TotalTokens:      info.PromptTokens + completionTokens,
+			TotalTokens:      info.GetEstimatePromptTokens() + completionTokens,
 		}
 		usageModified = true
 	}
@@ -309,8 +336,8 @@ func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 	// and can be terminated directly.
 	defer service.CloseResponseBodyGracefully(resp)
 	usage := &dto.Usage{}
-	usage.PromptTokens = info.PromptTokens
-	usage.TotalTokens = info.PromptTokens
+	usage.PromptTokens = info.GetEstimatePromptTokens()
+	usage.TotalTokens = info.GetEstimatePromptTokens()
 	for k, v := range resp.Header {
 		c.Writer.Header().Set(k, v[0])
 	}
@@ -356,7 +383,7 @@ func OpenaiSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 	}
 
 	usage := &dto.Usage{}
-	usage.PromptTokens = info.PromptTokens
+	usage.PromptTokens = info.GetEstimatePromptTokens()
 	usage.CompletionTokens = 0
 	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
 	return nil, usage

relay/channel/openai/relay_responses.go

@@ -141,7 +141,7 @@ func OaiResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp
 	}
 
 	if usage.PromptTokens == 0 && usage.CompletionTokens != 0 {
-		usage.PromptTokens = info.PromptTokens
+		usage.PromptTokens = info.GetEstimatePromptTokens()
 	}
 
 	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens

relay/channel/palm/adaptor.go

@@ -81,7 +81,7 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 	if info.IsStream {
 		var responseText string
 		err, responseText = palmStreamHandler(c, resp)
-		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	} else {
 		usage, err = palmHandler(c, info, resp)
 	}

relay/channel/palm/relay-palm.go

@@ -121,13 +121,8 @@ func palmHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respons
 		}, resp.StatusCode)
 	}
 	fullTextResponse := responsePaLM2OpenAI(&palmResponse)
-	completionTokens := service.CountTextToken(palmResponse.Candidates[0].Content, info.UpstreamModelName)
-	usage := dto.Usage{
-		PromptTokens:     info.PromptTokens,
-		CompletionTokens: completionTokens,
-		TotalTokens:      info.PromptTokens + completionTokens,
-	}
-	fullTextResponse.Usage = usage
+	usage := service.ResponseText2Usage(c, palmResponse.Candidates[0].Content, info.UpstreamModelName, info.GetEstimatePromptTokens())
+	fullTextResponse.Usage = *usage
 	jsonResponse, err := common.Marshal(fullTextResponse)
 	if err != nil {
 		return nil, types.NewError(err, types.ErrorCodeBadResponseBody)
@@ -135,5 +130,5 @@ func palmHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respons
 	c.Writer.Header().Set("Content-Type", "application/json")
 	c.Writer.WriteHeader(resp.StatusCode)
 	service.IOCopyBytesGracefully(c, resp, jsonResponse)
-	return &usage, nil
+	return usage, nil
 }

relay/channel/replicate/adaptor.go

@@ -0,0 +1,530 @@
+package replicate
+
+import (
+	"bytes"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"mime/multipart"
+	"net/http"
+	"net/textproto"
+	"strconv"
+	"strings"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/relay/channel"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	relayconstant "github.com/QuantumNous/new-api/relay/constant"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/types"
+
+	"github.com/gin-gonic/gin"
+)
+
+type Adaptor struct {
+}
+
+func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
+}
+
+func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	if info == nil {
+		return "", errors.New("replicate adaptor: relay info is nil")
+	}
+	if info.ChannelBaseUrl == "" {
+		info.ChannelBaseUrl = constant.ChannelBaseURLs[constant.ChannelTypeReplicate]
+	}
+	requestPath := info.RequestURLPath
+	if requestPath == "" {
+		return info.ChannelBaseUrl, nil
+	}
+	return relaycommon.GetFullRequestURL(info.ChannelBaseUrl, requestPath, info.ChannelType), nil
+}
+
+func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *relaycommon.RelayInfo) error {
+	if info == nil {
+		return errors.New("replicate adaptor: relay info is nil")
+	}
+	if info.ApiKey == "" {
+		return errors.New("replicate adaptor: api key is required")
+	}
+	channel.SetupApiRequestHeader(info, c, req)
+	req.Set("Authorization", "Bearer "+info.ApiKey)
+	req.Set("Prefer", "wait")
+	if req.Get("Content-Type") == "" {
+		req.Set("Content-Type", "application/json")
+	}
+	if req.Get("Accept") == "" {
+		req.Set("Accept", "application/json")
+	}
+	return nil
+}
+
+func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
+	if info == nil {
+		return nil, errors.New("replicate adaptor: relay info is nil")
+	}
+	if strings.TrimSpace(request.Prompt) == "" {
+		if v := c.PostForm("prompt"); strings.TrimSpace(v) != "" {
+			request.Prompt = v
+		}
+	}
+	if strings.TrimSpace(request.Prompt) == "" {
+		return nil, errors.New("replicate adaptor: prompt is required")
+	}
+
+	modelName := strings.TrimSpace(info.UpstreamModelName)
+	if modelName == "" {
+		modelName = strings.TrimSpace(request.Model)
+	}
+	if modelName == "" {
+		modelName = ModelFlux11Pro
+	}
+	info.UpstreamModelName = modelName
+
+	info.RequestURLPath = fmt.Sprintf("/v1/models/%s/predictions", modelName)
+
+	inputPayload := make(map[string]any)
+	inputPayload["prompt"] = request.Prompt
+
+	if size := strings.TrimSpace(request.Size); size != "" {
+		if aspect, width, height, ok := mapOpenAISizeToFlux(size); ok {
+			if aspect != "" {
+				if aspect == "custom" {
+					inputPayload["aspect_ratio"] = "custom"
+					if width > 0 {
+						inputPayload["width"] = width
+					}
+					if height > 0 {
+						inputPayload["height"] = height
+					}
+				} else {
+					inputPayload["aspect_ratio"] = aspect
+				}
+			}
+		}
+	}
+
+	if len(request.OutputFormat) > 0 {
+		var outputFormat string
+		if err := json.Unmarshal(request.OutputFormat, &outputFormat); err == nil && strings.TrimSpace(outputFormat) != "" {
+			inputPayload["output_format"] = outputFormat
+		}
+	}
+
+	if request.N > 0 {
+		inputPayload["num_outputs"] = int(request.N)
+	}
+
+	if strings.EqualFold(request.Quality, "hd") || strings.EqualFold(request.Quality, "high") {
+		inputPayload["prompt_upsampling"] = true
+	}
+
+	if info.RelayMode == relayconstant.RelayModeImagesEdits {
+		imageURL, err := uploadFileFromForm(c, info, "image", "image[]", "image_prompt")
+		if err != nil {
+			return nil, err
+		}
+		if imageURL == "" {
+			return nil, errors.New("replicate adaptor: image file is required for edits")
+		}
+		inputPayload["image_prompt"] = imageURL
+	}
+
+	if len(request.ExtraFields) > 0 {
+		var extra map[string]any
+		if err := common.Unmarshal(request.ExtraFields, &extra); err != nil {
+			return nil, fmt.Errorf("replicate adaptor: failed to decode extra_fields: %w", err)
+		}
+		for key, val := range extra {
+			inputPayload[key] = val
+		}
+	}
+
+	for key, raw := range request.Extra {
+		if strings.EqualFold(key, "input") {
+			var extraInput map[string]any
+			if err := common.Unmarshal(raw, &extraInput); err != nil {
+				return nil, fmt.Errorf("replicate adaptor: failed to decode extra input: %w", err)
+			}
+			for k, v := range extraInput {
+				inputPayload[k] = v
+			}
+			continue
+		}
+		if raw == nil {
+			continue
+		}
+		var val any
+		if err := common.Unmarshal(raw, &val); err != nil {
+			return nil, fmt.Errorf("replicate adaptor: failed to decode extra field %s: %w", key, err)
+		}
+		inputPayload[key] = val
+	}
+
+	return map[string]any{
+		"input": inputPayload,
+	}, nil
+}
+
+func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
+	return channel.DoApiRequest(a, c, info, requestBody)
+}
+
+func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (any, *types.NewAPIError) {
+	if resp == nil {
+		return nil, types.NewError(errors.New("replicate adaptor: empty response"), types.ErrorCodeBadResponse)
+	}
+
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, types.NewError(err, types.ErrorCodeReadResponseBodyFailed)
+	}
+	_ = resp.Body.Close()
+
+	var prediction PredictionResponse
+	if err := common.Unmarshal(responseBody, &prediction); err != nil {
+		return nil, types.NewError(fmt.Errorf("replicate adaptor: failed to decode response: %w", err), types.ErrorCodeBadResponseBody)
+	}
+
+	if prediction.Error != nil {
+		errMsg := prediction.Error.Message
+		if errMsg == "" {
+			errMsg = prediction.Error.Detail
+		}
+		if errMsg == "" {
+			errMsg = prediction.Error.Code
+		}
+		if errMsg == "" {
+			errMsg = "replicate adaptor: prediction error"
+		}
+		return nil, types.NewError(errors.New(errMsg), types.ErrorCodeBadResponse)
+	}
+
+	if prediction.Status != "" && !strings.EqualFold(prediction.Status, "succeeded") {
+		return nil, types.NewError(fmt.Errorf("replicate adaptor: prediction status %q", prediction.Status), types.ErrorCodeBadResponse)
+	}
+
+	var urls []string
+
+	appendOutput := func(value string) {
+		value = strings.TrimSpace(value)
+		if value == "" {
+			return
+		}
+		urls = append(urls, value)
+	}
+
+	switch output := prediction.Output.(type) {
+	case string:
+		appendOutput(output)
+	case []any:
+		for _, item := range output {
+			if str, ok := item.(string); ok {
+				appendOutput(str)
+			}
+		}
+	case nil:
+		// no output
+	default:
+		if str, ok := output.(fmt.Stringer); ok {
+			appendOutput(str.String())
+		}
+	}
+
+	if len(urls) == 0 {
+		return nil, types.NewError(errors.New("replicate adaptor: empty prediction output"), types.ErrorCodeBadResponseBody)
+	}
+
+	var imageReq *dto.ImageRequest
+	if info != nil {
+		if req, ok := info.Request.(*dto.ImageRequest); ok {
+			imageReq = req
+		}
+	}
+
+	wantsBase64 := imageReq != nil && strings.EqualFold(imageReq.ResponseFormat, "b64_json")
+
+	imageResponse := dto.ImageResponse{
+		Created: common.GetTimestamp(),
+		Data:    make([]dto.ImageData, 0),
+	}
+
+	if wantsBase64 {
+		converted, convErr := downloadImagesToBase64(urls)
+		if convErr != nil {
+			return nil, types.NewError(convErr, types.ErrorCodeBadResponse)
+		}
+		for _, content := range converted {
+			if content == "" {
+				continue
+			}
+			imageResponse.Data = append(imageResponse.Data, dto.ImageData{B64Json: content})
+		}
+	} else {
+		for _, url := range urls {
+			if url == "" {
+				continue
+			}
+			imageResponse.Data = append(imageResponse.Data, dto.ImageData{Url: url})
+		}
+	}
+
+	if len(imageResponse.Data) == 0 {
+		return nil, types.NewError(errors.New("replicate adaptor: no usable image data"), types.ErrorCodeBadResponse)
+	}
+
+	responseBytes, err := common.Marshal(imageResponse)
+	if err != nil {
+		return nil, types.NewError(fmt.Errorf("replicate adaptor: encode response failed: %w", err), types.ErrorCodeBadResponseBody)
+	}
+
+	c.Writer.Header().Set("Content-Type", "application/json")
+	c.Writer.WriteHeader(http.StatusOK)
+	_, _ = c.Writer.Write(responseBytes)
+
+	usage := &dto.Usage{}
+	return usage, nil
+}
+
+func (a *Adaptor) GetModelList() []string {
+	return ModelList
+}
+
+func (a *Adaptor) GetChannelName() string {
+	return ChannelName
+}
+
+func downloadImagesToBase64(urls []string) ([]string, error) {
+	results := make([]string, 0, len(urls))
+	for _, url := range urls {
+		if strings.TrimSpace(url) == "" {
+			continue
+		}
+		_, data, err := service.GetImageFromUrl(url)
+		if err != nil {
+			return nil, fmt.Errorf("replicate adaptor: failed to download image from %s: %w", url, err)
+		}
+		results = append(results, data)
+	}
+	return results, nil
+}
+
+func mapOpenAISizeToFlux(size string) (aspect string, width int, height int, ok bool) {
+	parts := strings.Split(size, "x")
+	if len(parts) != 2 {
+		return "", 0, 0, false
+	}
+	w, err1 := strconv.Atoi(strings.TrimSpace(parts[0]))
+	h, err2 := strconv.Atoi(strings.TrimSpace(parts[1]))
+	if err1 != nil || err2 != nil || w <= 0 || h <= 0 {
+		return "", 0, 0, false
+	}
+
+	switch {
+	case w == h:
+		return "1:1", 0, 0, true
+	case w == 1792 && h == 1024:
+		return "16:9", 0, 0, true
+	case w == 1024 && h == 1792:
+		return "9:16", 0, 0, true
+	case w == 1536 && h == 1024:
+		return "3:2", 0, 0, true
+	case w == 1024 && h == 1536:
+		return "2:3", 0, 0, true
+	}
+
+	rw, rh := reduceRatio(w, h)
+	ratioStr := fmt.Sprintf("%d:%d", rw, rh)
+	switch ratioStr {
+	case "1:1", "16:9", "9:16", "3:2", "2:3", "4:5", "5:4", "3:4", "4:3":
+		return ratioStr, 0, 0, true
+	}
+
+	width = normalizeFluxDimension(w)
+	height = normalizeFluxDimension(h)
+	return "custom", width, height, true
+}
+
+func reduceRatio(w, h int) (int, int) {
+	g := gcd(w, h)
+	if g == 0 {
+		return w, h
+	}
+	return w / g, h / g
+}
+
+func gcd(a, b int) int {
+	for b != 0 {
+		a, b = b, a%b
+	}
+	if a < 0 {
+		return -a
+	}
+	return a
+}
+
+func normalizeFluxDimension(value int) int {
+	const (
+		minDim = 256
+		maxDim = 1440
+		step   = 32
+	)
+	if value < minDim {
+		value = minDim
+	}
+	if value > maxDim {
+		value = maxDim
+	}
+	remainder := value % step
+	if remainder != 0 {
+		if remainder >= step/2 {
+			value += step - remainder
+		} else {
+			value -= remainder
+		}
+	}
+	if value < minDim {
+		value = minDim
+	}
+	if value > maxDim {
+		value = maxDim
+	}
+	return value
+}
+
+func uploadFileFromForm(c *gin.Context, info *relaycommon.RelayInfo, fieldCandidates ...string) (string, error) {
+	if info == nil {
+		return "", errors.New("replicate adaptor: relay info is nil")
+	}
+
+	mf := c.Request.MultipartForm
+	if mf == nil {
+		if _, err := c.MultipartForm(); err != nil {
+			return "", fmt.Errorf("replicate adaptor: parse multipart form failed: %w", err)
+		}
+		mf = c.Request.MultipartForm
+	}
+	if mf == nil || len(mf.File) == 0 {
+		return "", nil
+	}
+
+	if len(fieldCandidates) == 0 {
+		fieldCandidates = []string{"image", "image[]", "image_prompt"}
+	}
+
+	var fileHeader *multipart.FileHeader
+	for _, key := range fieldCandidates {
+		if files := mf.File[key]; len(files) > 0 {
+			fileHeader = files[0]
+			break
+		}
+	}
+	if fileHeader == nil {
+		for _, files := range mf.File {
+			if len(files) > 0 {
+				fileHeader = files[0]
+				break
+			}
+		}
+	}
+	if fileHeader == nil {
+		return "", nil
+	}
+
+	file, err := fileHeader.Open()
+	if err != nil {
+		return "", fmt.Errorf("replicate adaptor: failed to open image file: %w", err)
+	}
+	defer file.Close()
+
+	var body bytes.Buffer
+	writer := multipart.NewWriter(&body)
+
+	hdr := make(textproto.MIMEHeader)
+	hdr.Set("Content-Disposition", fmt.Sprintf("form-data; name=\"content\"; filename=\"%s\"", fileHeader.Filename))
+	contentType := fileHeader.Header.Get("Content-Type")
+	if contentType == "" {
+		contentType = "application/octet-stream"
+	}
+	hdr.Set("Content-Type", contentType)
+
+	part, err := writer.CreatePart(hdr)
+	if err != nil {
+		writer.Close()
+		return "", fmt.Errorf("replicate adaptor: create upload form failed: %w", err)
+	}
+	if _, err := io.Copy(part, file); err != nil {
+		writer.Close()
+		return "", fmt.Errorf("replicate adaptor: copy image content failed: %w", err)
+	}
+	formContentType := writer.FormDataContentType()
+	writer.Close()
+
+	baseURL := info.ChannelBaseUrl
+	if baseURL == "" {
+		baseURL = constant.ChannelBaseURLs[constant.ChannelTypeReplicate]
+	}
+	uploadURL := relaycommon.GetFullRequestURL(baseURL, "/v1/files", info.ChannelType)
+
+	req, err := http.NewRequest(http.MethodPost, uploadURL, &body)
+	if err != nil {
+		return "", fmt.Errorf("replicate adaptor: create upload request failed: %w", err)
+	}
+	req.Header.Set("Content-Type", formContentType)
+	req.Header.Set("Authorization", "Bearer "+info.ApiKey)
+
+	resp, err := service.GetHttpClient().Do(req)
+	if err != nil {
+		return "", fmt.Errorf("replicate adaptor: upload image failed: %w", err)
+	}
+	defer resp.Body.Close()
+
+	respBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return "", fmt.Errorf("replicate adaptor: read upload response failed: %w", err)
+	}
+	if resp.StatusCode != http.StatusOK && resp.StatusCode != http.StatusCreated {
+		return "", fmt.Errorf("replicate adaptor: upload image failed with status %d: %s", resp.StatusCode, strings.TrimSpace(string(respBody)))
+	}
+
+	var uploadResp FileUploadResponse
+	if err := common.Unmarshal(respBody, &uploadResp); err != nil {
+		return "", fmt.Errorf("replicate adaptor: decode upload response failed: %w", err)
+	}
+	if uploadResp.Urls.Get == "" {
+		return "", errors.New("replicate adaptor: upload response missing url")
+	}
+	return uploadResp.Urls.Get, nil
+}
+
+func (a *Adaptor) ConvertOpenAIRequest(*gin.Context, *relaycommon.RelayInfo, *dto.GeneralOpenAIRequest) (any, error) {
+	return nil, errors.New("replicate adaptor: ConvertOpenAIRequest is not implemented")
+}
+
+func (a *Adaptor) ConvertRerankRequest(*gin.Context, int, dto.RerankRequest) (any, error) {
+	return nil, errors.New("replicate adaptor: ConvertRerankRequest is not implemented")
+}
+
+func (a *Adaptor) ConvertEmbeddingRequest(*gin.Context, *relaycommon.RelayInfo, dto.EmbeddingRequest) (any, error) {
+	return nil, errors.New("replicate adaptor: ConvertEmbeddingRequest is not implemented")
+}
+
+func (a *Adaptor) ConvertAudioRequest(*gin.Context, *relaycommon.RelayInfo, dto.AudioRequest) (io.Reader, error) {
+	return nil, errors.New("replicate adaptor: ConvertAudioRequest is not implemented")
+}
+
+func (a *Adaptor) ConvertOpenAIResponsesRequest(*gin.Context, *relaycommon.RelayInfo, dto.OpenAIResponsesRequest) (any, error) {
+	return nil, errors.New("replicate adaptor: ConvertOpenAIResponsesRequest is not implemented")
+}
+
+func (a *Adaptor) ConvertClaudeRequest(*gin.Context, *relaycommon.RelayInfo, *dto.ClaudeRequest) (any, error) {
+	return nil, errors.New("replicate adaptor: ConvertClaudeRequest is not implemented")
+}
+
+func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dto.GeminiChatRequest) (any, error) {
+	return nil, errors.New("replicate adaptor: ConvertGeminiRequest is not implemented")
+}

relay/channel/replicate/constants.go

@@ -0,0 +1,12 @@
+package replicate
+
+const (
+	// ChannelName identifies the replicate channel.
+	ChannelName = "replicate"
+	// ModelFlux11Pro is the default image generation model supported by this channel.
+	ModelFlux11Pro = "black-forest-labs/flux-1.1-pro"
+)
+
+var ModelList = []string{
+	ModelFlux11Pro,
+}

relay/channel/replicate/dto.go

@@ -0,0 +1,19 @@
+package replicate
+
+type PredictionResponse struct {
+	Status string           `json:"status"`
+	Output any              `json:"output"`
+	Error  *PredictionError `json:"error"`
+}
+
+type PredictionError struct {
+	Code    string `json:"code"`
+	Message string `json:"message"`
+	Detail  string `json:"detail"`
+}
+
+type FileUploadResponse struct {
+	Urls struct {
+		Get string `json:"get"`
+	} `json:"urls"`
+}

relay/channel/siliconflow/adaptor.go

@@ -31,8 +31,8 @@ func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayIn
 }
 
 func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.AudioRequest) (io.Reader, error) {
-	//TODO implement me
-	return nil, errors.New("not supported")
+	adaptor := openai.Adaptor{}
+	return adaptor.ConvertAudioRequest(c, info, request)
 }
 
 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
@@ -65,16 +65,8 @@ func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 	if info.RelayMode == constant.RelayModeRerank {
 		return fmt.Sprintf("%s/v1/rerank", info.ChannelBaseUrl), nil
-	} else if info.RelayMode == constant.RelayModeEmbeddings {
-		return fmt.Sprintf("%s/v1/embeddings", info.ChannelBaseUrl), nil
-	} else if info.RelayMode == constant.RelayModeChatCompletions {
-		return fmt.Sprintf("%s/v1/chat/completions", info.ChannelBaseUrl), nil
-	} else if info.RelayMode == constant.RelayModeCompletions {
-		return fmt.Sprintf("%s/v1/completions", info.ChannelBaseUrl), nil
-	} else if info.RelayMode == constant.RelayModeImagesGenerations {
-		return fmt.Sprintf("%s/v1/images/generations", info.ChannelBaseUrl), nil
 	}
-	return fmt.Sprintf("%s/v1/chat/completions", info.ChannelBaseUrl), nil
+	return relaycommon.GetFullRequestURL(info.ChannelBaseUrl, info.RequestURLPath, info.ChannelType), nil
 }
 
 func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *relaycommon.RelayInfo) error {
@@ -103,7 +95,8 @@ func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommo
 }
 
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
-	return channel.DoApiRequest(a, c, info, requestBody)
+	adaptor := openai.Adaptor{}
+	return adaptor.DoRequest(c, info, requestBody)
 }
 
 func (a *Adaptor) ConvertRerankRequest(c *gin.Context, relayMode int, request dto.RerankRequest) (any, error) {
@@ -118,21 +111,9 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 	switch info.RelayMode {
 	case constant.RelayModeRerank:
 		usage, err = siliconflowRerankHandler(c, info, resp)
-	case constant.RelayModeEmbeddings:
-		usage, err = openai.OpenaiHandler(c, info, resp)
-	case constant.RelayModeCompletions:
-		fallthrough
-	case constant.RelayModeChatCompletions:
-		fallthrough
-	case constant.RelayModeImagesGenerations:
-		fallthrough
 	default:
-		if info.IsStream {
-			usage, err = openai.OaiStreamHandler(c, info, resp)
-		} else {
-			usage, err = openai.OpenaiHandler(c, info, resp)
-		}
-
+		adaptor := openai.Adaptor{}
+		usage, err = adaptor.DoResponse(c, resp, info)
 	}
 	return
 }

relay/channel/task/ali/adaptor.go

@@ -0,0 +1,505 @@
+package ali
+
+import (
+	"bytes"
+	"fmt"
+	"io"
+	"net/http"
+	"strconv"
+	"strings"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/relay/channel"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/samber/lo"
+
+	"github.com/gin-gonic/gin"
+	"github.com/pkg/errors"
+)
+
+// ============================
+// Request / Response structures
+// ============================
+
+// AliVideoRequest 阿里通义万相视频生成请求
+type AliVideoRequest struct {
+	Model      string              `json:"model"`
+	Input      AliVideoInput       `json:"input"`
+	Parameters *AliVideoParameters `json:"parameters,omitempty"`
+}
+
+// AliVideoInput 视频输入参数
+type AliVideoInput struct {
+	Prompt         string `json:"prompt,omitempty"`          // 文本提示词
+	ImgURL         string `json:"img_url,omitempty"`         // 首帧图像URL或Base64（图生视频）
+	FirstFrameURL  string `json:"first_frame_url,omitempty"` // 首帧图片URL（首尾帧生视频）
+	LastFrameURL   string `json:"last_frame_url,omitempty"`  // 尾帧图片URL（首尾帧生视频）
+	AudioURL       string `json:"audio_url,omitempty"`       // 音频URL（wan2.5支持）
+	NegativePrompt string `json:"negative_prompt,omitempty"` // 反向提示词
+	Template       string `json:"template,omitempty"`        // 视频特效模板
+}
+
+// AliVideoParameters 视频参数
+type AliVideoParameters struct {
+	Resolution   string `json:"resolution,omitempty"`    // 分辨率: 480P/720P/1080P（图生视频、首尾帧生视频）
+	Size         string `json:"size,omitempty"`          // 尺寸: 如 "832*480"（文生视频）
+	Duration     int    `json:"duration,omitempty"`      // 时长: 3-10秒
+	PromptExtend bool   `json:"prompt_extend,omitempty"` // 是否开启prompt智能改写
+	Watermark    bool   `json:"watermark,omitempty"`     // 是否添加水印
+	Audio        *bool  `json:"audio,omitempty"`         // 是否添加音频（wan2.5）
+	Seed         int    `json:"seed,omitempty"`          // 随机数种子
+}
+
+// AliVideoResponse 阿里通义万相响应
+type AliVideoResponse struct {
+	Output    AliVideoOutput `json:"output"`
+	RequestID string         `json:"request_id"`
+	Code      string         `json:"code,omitempty"`
+	Message   string         `json:"message,omitempty"`
+	Usage     *AliUsage      `json:"usage,omitempty"`
+}
+
+// AliVideoOutput 输出信息
+type AliVideoOutput struct {
+	TaskID        string `json:"task_id"`
+	TaskStatus    string `json:"task_status"`
+	SubmitTime    string `json:"submit_time,omitempty"`
+	ScheduledTime string `json:"scheduled_time,omitempty"`
+	EndTime       string `json:"end_time,omitempty"`
+	OrigPrompt    string `json:"orig_prompt,omitempty"`
+	ActualPrompt  string `json:"actual_prompt,omitempty"`
+	VideoURL      string `json:"video_url,omitempty"`
+	Code          string `json:"code,omitempty"`
+	Message       string `json:"message,omitempty"`
+}
+
+// AliUsage 使用统计
+type AliUsage struct {
+	Duration   int `json:"duration,omitempty"`
+	VideoCount int `json:"video_count,omitempty"`
+	SR         int `json:"SR,omitempty"`
+}
+
+type AliMetadata struct {
+	// Input 相关
+	AudioURL       string `json:"audio_url,omitempty"`       // 音频URL
+	ImgURL         string `json:"img_url,omitempty"`         // 图片URL（图生视频）
+	FirstFrameURL  string `json:"first_frame_url,omitempty"` // 首帧图片URL（首尾帧生视频）
+	LastFrameURL   string `json:"last_frame_url,omitempty"`  // 尾帧图片URL（首尾帧生视频）
+	NegativePrompt string `json:"negative_prompt,omitempty"` // 反向提示词
+	Template       string `json:"template,omitempty"`        // 视频特效模板
+
+	// Parameters 相关
+	Resolution   *string `json:"resolution,omitempty"`    // 分辨率: 480P/720P/1080P
+	Size         *string `json:"size,omitempty"`          // 尺寸: 如 "832*480"
+	Duration     *int    `json:"duration,omitempty"`      // 时长
+	PromptExtend *bool   `json:"prompt_extend,omitempty"` // 是否开启prompt智能改写
+	Watermark    *bool   `json:"watermark,omitempty"`     // 是否添加水印
+	Audio        *bool   `json:"audio,omitempty"`         // 是否添加音频
+	Seed         *int    `json:"seed,omitempty"`          // 随机数种子
+}
+
+// ============================
+// Adaptor implementation
+// ============================
+
+type TaskAdaptor struct {
+	ChannelType int
+	apiKey      string
+	baseURL     string
+	aliReq      *AliVideoRequest
+}
+
+func (a *TaskAdaptor) Init(info *relaycommon.RelayInfo) {
+	a.ChannelType = info.ChannelType
+	a.baseURL = info.ChannelBaseUrl
+	a.apiKey = info.ApiKey
+}
+
+func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.RelayInfo) (taskErr *dto.TaskError) {
+	// 阿里通义万相支持 JSON 格式，不使用 multipart
+	var taskReq relaycommon.TaskSubmitReq
+	if err := common.UnmarshalBodyReusable(c, &taskReq); err != nil {
+		return service.TaskErrorWrapper(err, "unmarshal_task_request_failed", http.StatusBadRequest)
+	}
+	aliReq, err := a.convertToAliRequest(info, taskReq)
+	if err != nil {
+		return service.TaskErrorWrapper(err, "convert_to_ali_request_failed", http.StatusInternalServerError)
+	}
+	a.aliReq = aliReq
+	logger.LogJson(c, "ali video request body", aliReq)
+	return relaycommon.ValidateMultipartDirect(c, info)
+}
+
+func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	return fmt.Sprintf("%s/api/v1/services/aigc/video-generation/video-synthesis", a.baseURL), nil
+}
+
+// BuildRequestHeader sets required headers for Ali API
+func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, info *relaycommon.RelayInfo) error {
+	req.Header.Set("Authorization", "Bearer "+a.apiKey)
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("X-DashScope-Async", "enable") // 阿里异步任务必须设置
+	return nil
+}
+
+func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayInfo) (io.Reader, error) {
+	bodyBytes, err := common.Marshal(a.aliReq)
+	if err != nil {
+		return nil, errors.Wrap(err, "marshal_ali_request_failed")
+	}
+
+	return bytes.NewReader(bodyBytes), nil
+}
+
+var (
+	size480p = []string{
+		"832*480",
+		"480*832",
+		"624*624",
+	}
+	size720p = []string{
+		"1280*720",
+		"720*1280",
+		"960*960",
+		"1088*832",
+		"832*1088",
+	}
+	size1080p = []string{
+		"1920*1080",
+		"1080*1920",
+		"1440*1440",
+		"1632*1248",
+		"1248*1632",
+	}
+)
+
+func sizeToResolution(size string) (string, error) {
+	if lo.Contains(size480p, size) {
+		return "480P", nil
+	} else if lo.Contains(size720p, size) {
+		return "720P", nil
+	} else if lo.Contains(size1080p, size) {
+		return "1080P", nil
+	}
+	return "", fmt.Errorf("invalid size: %s", size)
+}
+
+func ProcessAliOtherRatios(aliReq *AliVideoRequest) (map[string]float64, error) {
+	otherRatios := make(map[string]float64)
+	aliRatios := map[string]map[string]float64{
+		"wan2.5-t2v-preview": {
+			"480P":  1,
+			"720P":  2,
+			"1080P": 1 / 0.3,
+		},
+		"wan2.2-t2v-plus": {
+			"480P":  1,
+			"1080P": 0.7 / 0.14,
+		},
+		"wan2.5-i2v-preview": {
+			"480P":  1,
+			"720P":  2,
+			"1080P": 1 / 0.3,
+		},
+		"wan2.2-i2v-plus": {
+			"480P":  1,
+			"1080P": 0.7 / 0.14,
+		},
+		"wan2.2-kf2v-flash": {
+			"480P":  1,
+			"720P":  2,
+			"1080P": 4.8,
+		},
+		"wan2.2-i2v-flash": {
+			"480P": 1,
+			"720P": 2,
+		},
+		"wan2.2-s2v": {
+			"480P": 1,
+			"720P": 0.9 / 0.5,
+		},
+	}
+	var resolution string
+
+	// size match
+	if aliReq.Parameters.Size != "" {
+		toResolution, err := sizeToResolution(aliReq.Parameters.Size)
+		if err != nil {
+			return nil, err
+		}
+		resolution = toResolution
+	} else {
+		resolution = strings.ToUpper(aliReq.Parameters.Resolution)
+		if !strings.HasSuffix(resolution, "P") {
+			resolution = resolution + "P"
+		}
+	}
+	if otherRatio, ok := aliRatios[aliReq.Model]; ok {
+		if ratio, ok := otherRatio[resolution]; ok {
+			otherRatios[fmt.Sprintf("resolution-%s", resolution)] = ratio
+		}
+	}
+	return otherRatios, nil
+}
+
+func (a *TaskAdaptor) convertToAliRequest(info *relaycommon.RelayInfo, req relaycommon.TaskSubmitReq) (*AliVideoRequest, error) {
+	aliReq := &AliVideoRequest{
+		Model: req.Model,
+		Input: AliVideoInput{
+			Prompt: req.Prompt,
+			ImgURL: req.InputReference,
+		},
+		Parameters: &AliVideoParameters{
+			PromptExtend: true, // 默认开启智能改写
+			Watermark:    false,
+		},
+	}
+
+	// 处理分辨率映射
+	if req.Size != "" {
+		// text to video size must be contained *
+		if strings.Contains(req.Model, "t2v") && !strings.Contains(req.Size, "*") {
+			return nil, fmt.Errorf("invalid size: %s, example: %s", req.Size, "1920*1080")
+		}
+		if strings.Contains(req.Size, "*") {
+			aliReq.Parameters.Size = req.Size
+		} else {
+			resolution := strings.ToUpper(req.Size)
+			// 支持 480p, 720p, 1080p 或 480P, 720P, 1080P
+			if !strings.HasSuffix(resolution, "P") {
+				resolution = resolution + "P"
+			}
+			aliReq.Parameters.Resolution = resolution
+		}
+	} else {
+		// 根据模型设置默认分辨率
+		if strings.Contains(req.Model, "t2v") { // image to video
+			if strings.HasPrefix(req.Model, "wan2.5") {
+				aliReq.Parameters.Size = "1920*1080"
+			} else if strings.HasPrefix(req.Model, "wan2.2") {
+				aliReq.Parameters.Size = "1920*1080"
+			} else {
+				aliReq.Parameters.Size = "1280*720"
+			}
+		} else {
+			if strings.HasPrefix(req.Model, "wan2.5") {
+				aliReq.Parameters.Resolution = "1080P"
+			} else if strings.HasPrefix(req.Model, "wan2.2-i2v-flash") {
+				aliReq.Parameters.Resolution = "720P"
+			} else if strings.HasPrefix(req.Model, "wan2.2-i2v-plus") {
+				aliReq.Parameters.Resolution = "1080P"
+			} else {
+				aliReq.Parameters.Resolution = "720P"
+			}
+		}
+	}
+
+	// 处理时长
+	if req.Duration > 0 {
+		aliReq.Parameters.Duration = req.Duration
+	} else if req.Seconds != "" {
+		seconds, err := strconv.Atoi(req.Seconds)
+		if err != nil {
+			return nil, errors.Wrap(err, "convert seconds to int failed")
+		} else {
+			aliReq.Parameters.Duration = seconds
+		}
+	} else {
+		aliReq.Parameters.Duration = 5 // 默认5秒
+	}
+
+	// 从 metadata 中提取额外参数
+	if req.Metadata != nil {
+		if metadataBytes, err := common.Marshal(req.Metadata); err == nil {
+			err = common.Unmarshal(metadataBytes, aliReq)
+			if err != nil {
+				return nil, errors.Wrap(err, "unmarshal metadata failed")
+			}
+		} else {
+			return nil, errors.Wrap(err, "marshal metadata failed")
+		}
+	}
+
+	if aliReq.Model != req.Model {
+		return nil, errors.New("can't change model with metadata")
+	}
+
+	info.PriceData.OtherRatios = map[string]float64{
+		"seconds": float64(aliReq.Parameters.Duration),
+	}
+
+	ratios, err := ProcessAliOtherRatios(aliReq)
+	if err != nil {
+		return nil, err
+	}
+	for s, f := range ratios {
+		info.PriceData.OtherRatios[s] = f
+	}
+
+	return aliReq, nil
+}
+
+// DoRequest delegates to common helper
+func (a *TaskAdaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (*http.Response, error) {
+	return channel.DoTaskApiRequest(a, c, info, requestBody)
+}
+
+// DoResponse handles upstream response
+func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (taskID string, taskData []byte, taskErr *dto.TaskError) {
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		taskErr = service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+	_ = resp.Body.Close()
+
+	// 解析阿里响应
+	var aliResp AliVideoResponse
+	if err := common.Unmarshal(responseBody, &aliResp); err != nil {
+		taskErr = service.TaskErrorWrapper(errors.Wrapf(err, "body: %s", responseBody), "unmarshal_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+
+	// 检查错误
+	if aliResp.Code != "" {
+		taskErr = service.TaskErrorWrapper(fmt.Errorf("%s: %s", aliResp.Code, aliResp.Message), "ali_api_error", resp.StatusCode)
+		return
+	}
+
+	if aliResp.Output.TaskID == "" {
+		taskErr = service.TaskErrorWrapper(fmt.Errorf("task_id is empty"), "invalid_response", http.StatusInternalServerError)
+		return
+	}
+
+	// 转换为 OpenAI 格式响应
+	openAIResp := dto.NewOpenAIVideo()
+	openAIResp.ID = aliResp.Output.TaskID
+	openAIResp.Model = c.GetString("model")
+	if openAIResp.Model == "" && info != nil {
+		openAIResp.Model = info.OriginModelName
+	}
+	openAIResp.Status = convertAliStatus(aliResp.Output.TaskStatus)
+	openAIResp.CreatedAt = common.GetTimestamp()
+
+	// 返回 OpenAI 格式
+	c.JSON(http.StatusOK, openAIResp)
+
+	return aliResp.Output.TaskID, responseBody, nil
+}
+
+// FetchTask 查询任务状态
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+	taskID, ok := body["task_id"].(string)
+	if !ok {
+		return nil, fmt.Errorf("invalid task_id")
+	}
+
+	uri := fmt.Sprintf("%s/api/v1/tasks/%s", baseUrl, taskID)
+
+	req, err := http.NewRequest(http.MethodGet, uri, nil)
+	if err != nil {
+		return nil, err
+	}
+
+	req.Header.Set("Authorization", "Bearer "+key)
+
+	return service.GetHttpClient().Do(req)
+}
+
+func (a *TaskAdaptor) GetModelList() []string {
+	return ModelList
+}
+
+func (a *TaskAdaptor) GetChannelName() string {
+	return ChannelName
+}
+
+// ParseTaskResult 解析任务结果
+func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error) {
+	var aliResp AliVideoResponse
+	if err := common.Unmarshal(respBody, &aliResp); err != nil {
+		return nil, errors.Wrap(err, "unmarshal task result failed")
+	}
+
+	taskResult := relaycommon.TaskInfo{
+		Code: 0,
+	}
+
+	// 状态映射
+	switch aliResp.Output.TaskStatus {
+	case "PENDING":
+		taskResult.Status = model.TaskStatusQueued
+	case "RUNNING":
+		taskResult.Status = model.TaskStatusInProgress
+	case "SUCCEEDED":
+		taskResult.Status = model.TaskStatusSuccess
+		// 阿里直接返回视频URL，不需要额外的代理端点
+		taskResult.Url = aliResp.Output.VideoURL
+	case "FAILED", "CANCELED", "UNKNOWN":
+		taskResult.Status = model.TaskStatusFailure
+		if aliResp.Message != "" {
+			taskResult.Reason = aliResp.Message
+		} else if aliResp.Output.Message != "" {
+			taskResult.Reason = fmt.Sprintf("task failed, code: %s , message: %s", aliResp.Output.Code, aliResp.Output.Message)
+		} else {
+			taskResult.Reason = "task failed"
+		}
+	default:
+		taskResult.Status = model.TaskStatusQueued
+	}
+
+	return &taskResult, nil
+}
+
+func (a *TaskAdaptor) ConvertToOpenAIVideo(task *model.Task) ([]byte, error) {
+	var aliResp AliVideoResponse
+	if err := common.Unmarshal(task.Data, &aliResp); err != nil {
+		return nil, errors.Wrap(err, "unmarshal ali response failed")
+	}
+
+	openAIResp := dto.NewOpenAIVideo()
+	openAIResp.ID = task.TaskID
+	openAIResp.Status = convertAliStatus(aliResp.Output.TaskStatus)
+	openAIResp.Model = task.Properties.OriginModelName
+	openAIResp.SetProgressStr(task.Progress)
+	openAIResp.CreatedAt = task.CreatedAt
+	openAIResp.CompletedAt = task.UpdatedAt
+
+	// 设置视频URL（核心字段）
+	openAIResp.SetMetadata("url", aliResp.Output.VideoURL)
+
+	// 错误处理
+	if aliResp.Code != "" {
+		openAIResp.Error = &dto.OpenAIVideoError{
+			Code:    aliResp.Code,
+			Message: aliResp.Message,
+		}
+	} else if aliResp.Output.Code != "" {
+		openAIResp.Error = &dto.OpenAIVideoError{
+			Code:    aliResp.Output.Code,
+			Message: aliResp.Output.Message,
+		}
+	}
+
+	return common.Marshal(openAIResp)
+}
+
+func convertAliStatus(aliStatus string) string {
+	switch aliStatus {
+	case "PENDING":
+		return dto.VideoStatusQueued
+	case "RUNNING":
+		return dto.VideoStatusInProgress
+	case "SUCCEEDED":
+		return dto.VideoStatusCompleted
+	case "FAILED", "CANCELED", "UNKNOWN":
+		return dto.VideoStatusFailed
+	default:
+		return dto.VideoStatusUnknown
+	}
+}

relay/channel/task/ali/constants.go

@@ -0,0 +1,11 @@
+package ali
+
+var ModelList = []string{
+	"wan2.5-i2v-preview", // 万相2.5 preview（有声视频）推荐
+	"wan2.2-i2v-flash",   // 万相2.2极速版（无声视频）
+	"wan2.2-i2v-plus",    // 万相2.2专业版（无声视频）
+	"wanx2.1-i2v-plus",   // 万相2.1专业版（无声视频）
+	"wanx2.1-i2v-turbo",  // 万相2.1极速版（无声视频）
+}
+
+var ChannelName = "ali"

relay/channel/task/gemini/adaptor.go

@@ -0,0 +1,324 @@
+package gemini
+
+import (
+	"bytes"
+	"encoding/base64"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"regexp"
+	"strings"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/relay/channel"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/setting/model_setting"
+	"github.com/QuantumNous/new-api/setting/system_setting"
+	"github.com/gin-gonic/gin"
+	"github.com/pkg/errors"
+)
+
+// ============================
+// Request / Response structures
+// ============================
+
+// GeminiVideoGenerationConfig represents the video generation configuration
+// Based on: https://ai.google.dev/gemini-api/docs/video
+type GeminiVideoGenerationConfig struct {
+	AspectRatio      string  `json:"aspectRatio,omitempty"`      // "16:9" or "9:16"
+	DurationSeconds  float64 `json:"durationSeconds,omitempty"`  // 4, 6, or 8 (as number)
+	NegativePrompt   string  `json:"negativePrompt,omitempty"`   // unwanted elements
+	PersonGeneration string  `json:"personGeneration,omitempty"` // "allow_all" for text-to-video, "allow_adult" for image-to-video
+	Resolution       string  `json:"resolution,omitempty"`       // video resolution
+}
+
+// GeminiVideoRequest represents a single video generation instance
+type GeminiVideoRequest struct {
+	Prompt string `json:"prompt"`
+}
+
+// GeminiVideoPayload represents the complete video generation request payload
+type GeminiVideoPayload struct {
+	Instances  []GeminiVideoRequest        `json:"instances"`
+	Parameters GeminiVideoGenerationConfig `json:"parameters,omitempty"`
+}
+
+type submitResponse struct {
+	Name string `json:"name"`
+}
+
+type operationVideo struct {
+	MimeType           string `json:"mimeType"`
+	BytesBase64Encoded string `json:"bytesBase64Encoded"`
+	Encoding           string `json:"encoding"`
+}
+
+type operationResponse struct {
+	Name     string `json:"name"`
+	Done     bool   `json:"done"`
+	Response struct {
+		Type                  string           `json:"@type"`
+		RaiMediaFilteredCount int              `json:"raiMediaFilteredCount"`
+		Videos                []operationVideo `json:"videos"`
+		BytesBase64Encoded    string           `json:"bytesBase64Encoded"`
+		Encoding              string           `json:"encoding"`
+		Video                 string           `json:"video"`
+		GenerateVideoResponse struct {
+			GeneratedSamples []struct {
+				Video struct {
+					URI string `json:"uri"`
+				} `json:"video"`
+			} `json:"generatedSamples"`
+		} `json:"generateVideoResponse"`
+	} `json:"response"`
+	Error struct {
+		Message string `json:"message"`
+	} `json:"error"`
+}
+
+// ============================
+// Adaptor implementation
+// ============================
+
+type TaskAdaptor struct {
+	ChannelType int
+	apiKey      string
+	baseURL     string
+}
+
+func (a *TaskAdaptor) Init(info *relaycommon.RelayInfo) {
+	a.ChannelType = info.ChannelType
+	a.baseURL = info.ChannelBaseUrl
+	a.apiKey = info.ApiKey
+}
+
+// ValidateRequestAndSetAction parses body, validates fields and sets default action.
+func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.RelayInfo) (taskErr *dto.TaskError) {
+	// Use the standard validation method for TaskSubmitReq
+	return relaycommon.ValidateBasicTaskRequest(c, info, constant.TaskActionTextGenerate)
+}
+
+// BuildRequestURL constructs the upstream URL.
+func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	modelName := info.OriginModelName
+	version := model_setting.GetGeminiVersionSetting(modelName)
+
+	return fmt.Sprintf(
+		"%s/%s/models/%s:predictLongRunning",
+		a.baseURL,
+		version,
+		modelName,
+	), nil
+}
+
+// BuildRequestHeader sets required headers.
+func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, info *relaycommon.RelayInfo) error {
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("x-goog-api-key", a.apiKey)
+	return nil
+}
+
+// BuildRequestBody converts request into Gemini specific format.
+func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayInfo) (io.Reader, error) {
+	v, ok := c.Get("task_request")
+	if !ok {
+		return nil, fmt.Errorf("request not found in context")
+	}
+	req, ok := v.(relaycommon.TaskSubmitReq)
+	if !ok {
+		return nil, fmt.Errorf("unexpected task_request type")
+	}
+
+	// Create structured video generation request
+	body := GeminiVideoPayload{
+		Instances: []GeminiVideoRequest{
+			{Prompt: req.Prompt},
+		},
+		Parameters: GeminiVideoGenerationConfig{},
+	}
+
+	metadata := req.Metadata
+	medaBytes, err := json.Marshal(metadata)
+	if err != nil {
+		return nil, errors.Wrap(err, "metadata marshal metadata failed")
+	}
+	err = json.Unmarshal(medaBytes, &body.Parameters)
+	if err != nil {
+		return nil, errors.Wrap(err, "unmarshal metadata failed")
+	}
+
+	data, err := json.Marshal(body)
+	if err != nil {
+		return nil, err
+	}
+	return bytes.NewReader(data), nil
+}
+
+// DoRequest delegates to common helper.
+func (a *TaskAdaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (*http.Response, error) {
+	return channel.DoTaskApiRequest(a, c, info, requestBody)
+}
+
+// DoResponse handles upstream response, returns taskID etc.
+func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (taskID string, taskData []byte, taskErr *dto.TaskError) {
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return "", nil, service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
+	}
+	_ = resp.Body.Close()
+
+	var s submitResponse
+	if err := json.Unmarshal(responseBody, &s); err != nil {
+		return "", nil, service.TaskErrorWrapper(err, "unmarshal_response_failed", http.StatusInternalServerError)
+	}
+	if strings.TrimSpace(s.Name) == "" {
+		return "", nil, service.TaskErrorWrapper(fmt.Errorf("missing operation name"), "invalid_response", http.StatusInternalServerError)
+	}
+	taskID = encodeLocalTaskID(s.Name)
+	ov := dto.NewOpenAIVideo()
+	ov.ID = taskID
+	ov.TaskID = taskID
+	ov.CreatedAt = time.Now().Unix()
+	ov.Model = info.OriginModelName
+	c.JSON(http.StatusOK, ov)
+	return taskID, responseBody, nil
+}
+
+func (a *TaskAdaptor) GetModelList() []string {
+	return []string{"veo-3.0-generate-001", "veo-3.1-generate-preview", "veo-3.1-fast-generate-preview"}
+}
+
+func (a *TaskAdaptor) GetChannelName() string {
+	return "gemini"
+}
+
+// FetchTask fetch task status
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+	taskID, ok := body["task_id"].(string)
+	if !ok {
+		return nil, fmt.Errorf("invalid task_id")
+	}
+
+	upstreamName, err := decodeLocalTaskID(taskID)
+	if err != nil {
+		return nil, fmt.Errorf("decode task_id failed: %w", err)
+	}
+
+	// For Gemini API, we use GET request to the operations endpoint
+	version := model_setting.GetGeminiVersionSetting("default")
+	url := fmt.Sprintf("%s/%s/%s", baseUrl, version, upstreamName)
+
+	req, err := http.NewRequest(http.MethodGet, url, nil)
+	if err != nil {
+		return nil, err
+	}
+
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("x-goog-api-key", key)
+
+	return service.GetHttpClient().Do(req)
+}
+
+func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error) {
+	var op operationResponse
+	if err := json.Unmarshal(respBody, &op); err != nil {
+		return nil, fmt.Errorf("unmarshal operation response failed: %w", err)
+	}
+
+	ti := &relaycommon.TaskInfo{}
+
+	if op.Error.Message != "" {
+		ti.Status = model.TaskStatusFailure
+		ti.Reason = op.Error.Message
+		ti.Progress = "100%"
+		return ti, nil
+	}
+
+	if !op.Done {
+		ti.Status = model.TaskStatusInProgress
+		ti.Progress = "50%"
+		return ti, nil
+	}
+
+	ti.Status = model.TaskStatusSuccess
+	ti.Progress = "100%"
+
+	taskID := encodeLocalTaskID(op.Name)
+	ti.TaskID = taskID
+	ti.Url = fmt.Sprintf("%s/v1/videos/%s/content", system_setting.ServerAddress, taskID)
+
+	// Extract URL from generateVideoResponse if available
+	if len(op.Response.GenerateVideoResponse.GeneratedSamples) > 0 {
+		if uri := op.Response.GenerateVideoResponse.GeneratedSamples[0].Video.URI; uri != "" {
+			ti.RemoteUrl = uri
+		}
+	}
+
+	return ti, nil
+}
+
+func (a *TaskAdaptor) ConvertToOpenAIVideo(task *model.Task) ([]byte, error) {
+	upstreamName, err := decodeLocalTaskID(task.TaskID)
+	if err != nil {
+		upstreamName = ""
+	}
+	modelName := extractModelFromOperationName(upstreamName)
+	if strings.TrimSpace(modelName) == "" {
+		modelName = "veo-3.0-generate-001"
+	}
+
+	video := dto.NewOpenAIVideo()
+	video.ID = task.TaskID
+	video.Model = modelName
+	video.Status = task.Status.ToVideoStatus()
+	video.SetProgressStr(task.Progress)
+	video.CreatedAt = task.CreatedAt
+	if task.FinishTime > 0 {
+		video.CompletedAt = task.FinishTime
+	} else if task.UpdatedAt > 0 {
+		video.CompletedAt = task.UpdatedAt
+	}
+
+	return common.Marshal(video)
+}
+
+// ============================
+// helpers
+// ============================
+
+func encodeLocalTaskID(name string) string {
+	return base64.RawURLEncoding.EncodeToString([]byte(name))
+}
+
+func decodeLocalTaskID(local string) (string, error) {
+	b, err := base64.RawURLEncoding.DecodeString(local)
+	if err != nil {
+		return "", err
+	}
+	return string(b), nil
+}
+
+var modelRe = regexp.MustCompile(`models/([^/]+)/operations/`)
+
+func extractModelFromOperationName(name string) string {
+	if name == "" {
+		return ""
+	}
+	if m := modelRe.FindStringSubmatch(name); len(m) == 2 {
+		return m[1]
+	}
+	if idx := strings.Index(name, "models/"); idx >= 0 {
+		s := name[idx+len("models/"):]
+		if p := strings.Index(s, "/operations/"); p > 0 {
+			return s[:p]
+		}
+	}
+	return ""
+}

relay/channel/task/hailuo/adaptor.go

@@ -0,0 +1,297 @@
+package hailuo
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strconv"
+	"strings"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/gin-gonic/gin"
+	"github.com/pkg/errors"
+
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/relay/channel"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/service"
+)
+
+// https://platform.minimaxi.com/docs/api-reference/video-generation-intro
+type TaskAdaptor struct {
+	ChannelType int
+	apiKey      string
+	baseURL     string
+}
+
+func (a *TaskAdaptor) Init(info *relaycommon.RelayInfo) {
+	a.ChannelType = info.ChannelType
+	a.baseURL = info.ChannelBaseUrl
+	a.apiKey = info.ApiKey
+}
+
+func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.RelayInfo) (taskErr *dto.TaskError) {
+	return relaycommon.ValidateBasicTaskRequest(c, info, constant.TaskActionGenerate)
+}
+
+func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	return fmt.Sprintf("%s%s", a.baseURL, TextToVideoEndpoint), nil
+}
+
+func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, info *relaycommon.RelayInfo) error {
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("Authorization", "Bearer "+a.apiKey)
+	return nil
+}
+
+func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayInfo) (io.Reader, error) {
+	v, exists := c.Get("task_request")
+	if !exists {
+		return nil, fmt.Errorf("request not found in context")
+	}
+	req, ok := v.(relaycommon.TaskSubmitReq)
+	if !ok {
+		return nil, fmt.Errorf("invalid request type in context")
+	}
+
+	body, err := a.convertToRequestPayload(&req)
+	if err != nil {
+		return nil, errors.Wrap(err, "convert request payload failed")
+	}
+
+	data, err := json.Marshal(body)
+	if err != nil {
+		return nil, err
+	}
+
+	return bytes.NewReader(data), nil
+}
+
+func (a *TaskAdaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (*http.Response, error) {
+	return channel.DoTaskApiRequest(a, c, info, requestBody)
+}
+
+func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (taskID string, taskData []byte, taskErr *dto.TaskError) {
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		taskErr = service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+	_ = resp.Body.Close()
+
+	var hResp VideoResponse
+	if err := json.Unmarshal(responseBody, &hResp); err != nil {
+		taskErr = service.TaskErrorWrapper(errors.Wrapf(err, "body: %s", responseBody), "unmarshal_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+
+	if hResp.BaseResp.StatusCode != StatusSuccess {
+		taskErr = service.TaskErrorWrapper(
+			fmt.Errorf("hailuo api error: %s", hResp.BaseResp.StatusMsg),
+			strconv.Itoa(hResp.BaseResp.StatusCode),
+			http.StatusBadRequest,
+		)
+		return
+	}
+
+	ov := dto.NewOpenAIVideo()
+	ov.ID = hResp.TaskID
+	ov.TaskID = hResp.TaskID
+	ov.CreatedAt = time.Now().Unix()
+	ov.Model = info.OriginModelName
+
+	c.JSON(http.StatusOK, ov)
+	return hResp.TaskID, responseBody, nil
+}
+
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+	taskID, ok := body["task_id"].(string)
+	if !ok {
+		return nil, fmt.Errorf("invalid task_id")
+	}
+
+	uri := fmt.Sprintf("%s%s?task_id=%s", baseUrl, QueryTaskEndpoint, taskID)
+
+	req, err := http.NewRequest(http.MethodGet, uri, nil)
+	if err != nil {
+		return nil, err
+	}
+
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("Authorization", "Bearer "+key)
+
+	return service.GetHttpClient().Do(req)
+}
+
+func (a *TaskAdaptor) GetModelList() []string {
+	return ModelList
+}
+
+func (a *TaskAdaptor) GetChannelName() string {
+	return ChannelName
+}
+
+func (a *TaskAdaptor) convertToRequestPayload(req *relaycommon.TaskSubmitReq) (*VideoRequest, error) {
+	modelConfig := GetModelConfig(req.Model)
+	duration := DefaultDuration
+	if req.Duration > 0 {
+		duration = req.Duration
+	}
+	resolution := modelConfig.DefaultResolution
+	if req.Size != "" {
+		resolution = a.parseResolutionFromSize(req.Size, modelConfig)
+	}
+
+	videoRequest := &VideoRequest{
+		Model:      req.Model,
+		Prompt:     req.Prompt,
+		Duration:   &duration,
+		Resolution: resolution,
+	}
+	if err := req.UnmarshalMetadata(&videoRequest); err != nil {
+		return nil, errors.Wrap(err, "unmarshal metadata to video request failed")
+	}
+
+	return videoRequest, nil
+}
+
+func (a *TaskAdaptor) parseResolutionFromSize(size string, modelConfig ModelConfig) string {
+	switch {
+	case strings.Contains(size, "1080"):
+		return Resolution1080P
+	case strings.Contains(size, "768"):
+		return Resolution768P
+	case strings.Contains(size, "720"):
+		return Resolution720P
+	case strings.Contains(size, "512"):
+		return Resolution512P
+	default:
+		return modelConfig.DefaultResolution
+	}
+}
+
+func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error) {
+	resTask := QueryTaskResponse{}
+	if err := json.Unmarshal(respBody, &resTask); err != nil {
+		return nil, errors.Wrap(err, "unmarshal task result failed")
+	}
+
+	taskResult := relaycommon.TaskInfo{}
+
+	if resTask.BaseResp.StatusCode == StatusSuccess {
+		taskResult.Code = 0
+	} else {
+		taskResult.Code = resTask.BaseResp.StatusCode
+		taskResult.Reason = resTask.BaseResp.StatusMsg
+		taskResult.Status = model.TaskStatusFailure
+		taskResult.Progress = "100%"
+	}
+
+	switch resTask.Status {
+	case TaskStatusPreparing, TaskStatusQueueing, TaskStatusProcessing:
+		taskResult.Status = model.TaskStatusInProgress
+		taskResult.Progress = "30%"
+		if resTask.Status == TaskStatusProcessing {
+			taskResult.Progress = "50%"
+		}
+	case TaskStatusSuccess:
+		taskResult.Status = model.TaskStatusSuccess
+		taskResult.Progress = "100%"
+		taskResult.Url = a.buildVideoURL(resTask.TaskID, resTask.FileID)
+	case TaskStatusFailed:
+		taskResult.Status = model.TaskStatusFailure
+		taskResult.Progress = "100%"
+		if taskResult.Reason == "" {
+			taskResult.Reason = "task failed"
+		}
+	default:
+		taskResult.Status = model.TaskStatusInProgress
+		taskResult.Progress = "30%"
+	}
+
+	return &taskResult, nil
+}
+
+func (a *TaskAdaptor) ConvertToOpenAIVideo(originTask *model.Task) ([]byte, error) {
+	var hailuoResp QueryTaskResponse
+	if err := json.Unmarshal(originTask.Data, &hailuoResp); err != nil {
+		return nil, errors.Wrap(err, "unmarshal hailuo task data failed")
+	}
+
+	openAIVideo := originTask.ToOpenAIVideo()
+	if hailuoResp.BaseResp.StatusCode != StatusSuccess {
+		openAIVideo.Error = &dto.OpenAIVideoError{
+			Message: hailuoResp.BaseResp.StatusMsg,
+			Code:    strconv.Itoa(hailuoResp.BaseResp.StatusCode),
+		}
+	}
+
+	jsonData, err := common.Marshal(openAIVideo)
+	if err != nil {
+		return nil, errors.Wrap(err, "marshal openai video failed")
+	}
+
+	return jsonData, nil
+}
+
+func (a *TaskAdaptor) buildVideoURL(_, fileID string) string {
+	if a.apiKey == "" || a.baseURL == "" {
+		return ""
+	}
+
+	url := fmt.Sprintf("%s/v1/files/retrieve?file_id=%s", a.baseURL, fileID)
+
+	req, err := http.NewRequest(http.MethodGet, url, nil)
+	if err != nil {
+		return ""
+	}
+
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("Authorization", "Bearer "+a.apiKey)
+
+	resp, err := service.GetHttpClient().Do(req)
+	if err != nil {
+		return ""
+	}
+	defer resp.Body.Close()
+
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return ""
+	}
+
+	var retrieveResp RetrieveFileResponse
+	if err := json.Unmarshal(responseBody, &retrieveResp); err != nil {
+		return ""
+	}
+
+	if retrieveResp.BaseResp.StatusCode != StatusSuccess {
+		return ""
+	}
+
+	return retrieveResp.File.DownloadURL
+}
+
+func contains(slice []string, item string) bool {
+	for _, s := range slice {
+		if s == item {
+			return true
+		}
+	}
+	return false
+}
+
+func containsInt(slice []int, item int) bool {
+	for _, s := range slice {
+		if s == item {
+			return true
+		}
+	}
+	return false
+}

relay/channel/task/hailuo/constants.go

@@ -0,0 +1,52 @@
+package hailuo
+
+const (
+	ChannelName = "hailuo-video"
+)
+
+var ModelList = []string{
+	"MiniMax-Hailuo-2.3",
+	"MiniMax-Hailuo-2.3-Fast",
+	"MiniMax-Hailuo-02",
+	"T2V-01-Director",
+	"T2V-01",
+	"I2V-01-Director",
+	"I2V-01-live",
+	"I2V-01",
+	"S2V-01",
+}
+
+const (
+	TextToVideoEndpoint = "/v1/video_generation"
+	QueryTaskEndpoint   = "/v1/query/video_generation"
+)
+
+const (
+	StatusSuccess    = 0
+	StatusRateLimit  = 1002
+	StatusAuthFailed = 1004
+	StatusNoBalance  = 1008
+	StatusSensitive  = 1026
+	StatusParamError = 2013
+	StatusInvalidKey = 2049
+)
+
+const (
+	TaskStatusPreparing  = "Preparing"
+	TaskStatusQueueing   = "Queueing"
+	TaskStatusProcessing = "Processing"
+	TaskStatusSuccess    = "Success"
+	TaskStatusFailed     = "Fail"
+)
+
+const (
+	Resolution512P  = "512P"
+	Resolution720P  = "720P"
+	Resolution768P  = "768P"
+	Resolution1080P = "1080P"
+)
+
+const (
+	DefaultDuration   = 6
+	DefaultResolution = Resolution720P
+)

relay/channel/task/hailuo/models.go

@@ -0,0 +1,170 @@
+package hailuo
+
+type SubjectReference struct {
+	Type  string   `json:"type"`  // Subject type, currently only supports "character"
+	Image []string `json:"image"` // Array of subject reference images (currently only supports single image)
+}
+
+type VideoRequest struct {
+	Model            string             `json:"model"`
+	Prompt           string             `json:"prompt,omitempty"`
+	PromptOptimizer  *bool              `json:"prompt_optimizer,omitempty"`
+	FastPretreatment *bool              `json:"fast_pretreatment,omitempty"`
+	Duration         *int               `json:"duration,omitempty"`
+	Resolution       string             `json:"resolution,omitempty"`
+	CallbackURL      string             `json:"callback_url,omitempty"`
+	AigcWatermark    *bool              `json:"aigc_watermark,omitempty"`
+	FirstFrameImage  string             `json:"first_frame_image,omitempty"` // For image-to-video and start-end-to-video
+	LastFrameImage   string             `json:"last_frame_image,omitempty"`  // For start-end-to-video
+	SubjectReference []SubjectReference `json:"subject_reference,omitempty"` // For subject-reference-to-video
+}
+
+type VideoResponse struct {
+	TaskID   string   `json:"task_id"`
+	BaseResp BaseResp `json:"base_resp"`
+}
+
+type BaseResp struct {
+	StatusCode int    `json:"status_code"`
+	StatusMsg  string `json:"status_msg"`
+}
+
+type QueryTaskRequest struct {
+	TaskID string `json:"task_id"`
+}
+
+type QueryTaskResponse struct {
+	TaskID      string   `json:"task_id"`
+	Status      string   `json:"status"`
+	FileID      string   `json:"file_id,omitempty"`
+	VideoWidth  int      `json:"video_width,omitempty"`
+	VideoHeight int      `json:"video_height,omitempty"`
+	BaseResp    BaseResp `json:"base_resp"`
+}
+
+type ErrorInfo struct {
+	StatusCode int    `json:"status_code"`
+	StatusMsg  string `json:"status_msg"`
+}
+
+type TaskStatusInfo struct {
+	TaskID    string `json:"task_id"`
+	Status    string `json:"status"`
+	FileID    string `json:"file_id,omitempty"`
+	VideoURL  string `json:"video_url,omitempty"`
+	ErrorCode int    `json:"error_code,omitempty"`
+	ErrorMsg  string `json:"error_msg,omitempty"`
+}
+
+type ModelConfig struct {
+	Name                 string
+	DefaultResolution    string
+	SupportedDurations   []int
+	SupportedResolutions []string
+	HasPromptOptimizer   bool
+	HasFastPretreatment  bool
+}
+
+type RetrieveFileResponse struct {
+	File     FileObject `json:"file"`
+	BaseResp BaseResp   `json:"base_resp"`
+}
+
+type FileObject struct {
+	FileID      int64  `json:"file_id"`
+	Bytes       int64  `json:"bytes"`
+	CreatedAt   int64  `json:"created_at"`
+	Filename    string `json:"filename"`
+	Purpose     string `json:"purpose"`
+	DownloadURL string `json:"download_url"`
+}
+
+func GetModelConfig(model string) ModelConfig {
+	configs := map[string]ModelConfig{
+		"MiniMax-Hailuo-2.3": {
+			Name:                 "MiniMax-Hailuo-2.3",
+			DefaultResolution:    Resolution768P,
+			SupportedDurations:   []int{6, 10},
+			SupportedResolutions: []string{Resolution768P, Resolution1080P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  true,
+		},
+		"MiniMax-Hailuo-2.3-Fast": {
+			Name:                 "MiniMax-Hailuo-2.3-Fast",
+			DefaultResolution:    Resolution768P,
+			SupportedDurations:   []int{6, 10},
+			SupportedResolutions: []string{Resolution768P, Resolution1080P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  true,
+		},
+		"MiniMax-Hailuo-02": {
+			Name:                 "MiniMax-Hailuo-02",
+			DefaultResolution:    Resolution768P,
+			SupportedDurations:   []int{6, 10},
+			SupportedResolutions: []string{Resolution512P, Resolution768P, Resolution1080P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  true,
+		},
+		"T2V-01-Director": {
+			Name:                 "T2V-01-Director",
+			DefaultResolution:    Resolution768P,
+			SupportedDurations:   []int{6},
+			SupportedResolutions: []string{Resolution768P, Resolution1080P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  false,
+		},
+		"T2V-01": {
+			Name:                 "T2V-01",
+			DefaultResolution:    Resolution720P,
+			SupportedDurations:   []int{6},
+			SupportedResolutions: []string{Resolution720P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  false,
+		},
+		"I2V-01-Director": {
+			Name:                 "I2V-01-Director",
+			DefaultResolution:    Resolution720P,
+			SupportedDurations:   []int{6},
+			SupportedResolutions: []string{Resolution720P, Resolution1080P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  false,
+		},
+		"I2V-01-live": {
+			Name:                 "I2V-01-live",
+			DefaultResolution:    Resolution720P,
+			SupportedDurations:   []int{6},
+			SupportedResolutions: []string{Resolution720P, Resolution1080P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  false,
+		},
+		"I2V-01": {
+			Name:                 "I2V-01",
+			DefaultResolution:    Resolution720P,
+			SupportedDurations:   []int{6},
+			SupportedResolutions: []string{Resolution720P, Resolution1080P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  false,
+		},
+		"S2V-01": {
+			Name:                 "S2V-01",
+			DefaultResolution:    Resolution720P,
+			SupportedDurations:   []int{6},
+			SupportedResolutions: []string{Resolution720P},
+			HasPromptOptimizer:   true,
+			HasFastPretreatment:  false,
+		},
+	}
+
+	if config, exists := configs[model]; exists {
+		return config
+	}
+
+	return ModelConfig{
+		Name:                 model,
+		DefaultResolution:    DefaultResolution,
+		SupportedDurations:   []int{6},
+		SupportedResolutions: []string{DefaultResolution},
+		HasPromptOptimizer:   true,
+		HasFastPretreatment:  false,
+	}
+}

relay/channel/task/jimeng/adaptor.go

@@ -406,12 +406,15 @@ func (a *TaskAdaptor) convertToRequestPayload(req *relaycommon.TaskSubmitReq) (*
 	// 即梦视频3.0 ReqKey转换
 	// https://www.volcengine.com/docs/85621/1792707
 	if strings.Contains(r.ReqKey, "jimeng_v30") {
-		if len(req.Images) > 1 {
+		if r.ReqKey == "jimeng_v30_pro" {
+			// 3.0 pro只有固定的jimeng_ti2v_v30_pro
+			r.ReqKey = "jimeng_ti2v_v30_pro"
+		} else if len(req.Images) > 1 {
 			// 多张图片：首尾帧生成
-			r.ReqKey = strings.Replace(r.ReqKey, "jimeng_v30", "jimeng_i2v_first_tail_v30", 1)
+			r.ReqKey = strings.TrimSuffix(strings.Replace(r.ReqKey, "jimeng_v30", "jimeng_i2v_first_tail_v30", 1), "p")
 		} else if len(req.Images) == 1 {
 			// 单张图片：图生视频
-			r.ReqKey = strings.Replace(r.ReqKey, "jimeng_v30", "jimeng_i2v_first_v30", 1)
+			r.ReqKey = strings.TrimSuffix(strings.Replace(r.ReqKey, "jimeng_v30", "jimeng_i2v_first_v30", 1), "p")
 		} else {
 			// 无图片：文生视频
 			r.ReqKey = strings.Replace(r.ReqKey, "jimeng_v30", "jimeng_t2v_v30", 1)

relay/channel/task/sora/adaptor.go

@@ -5,8 +5,10 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"strings"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/relay/channel"
@@ -67,11 +69,30 @@ func (a *TaskAdaptor) Init(info *relaycommon.RelayInfo) {
 	a.apiKey = info.ApiKey
 }
 
+func validateRemixRequest(c *gin.Context) *dto.TaskError {
+	var req struct {
+		Prompt string `json:"prompt"`
+	}
+	if err := common.UnmarshalBodyReusable(c, &req); err != nil {
+		return service.TaskErrorWrapperLocal(err, "invalid_request", http.StatusBadRequest)
+	}
+	if strings.TrimSpace(req.Prompt) == "" {
+		return service.TaskErrorWrapperLocal(fmt.Errorf("field prompt is required"), "invalid_request", http.StatusBadRequest)
+	}
+	return nil
+}
+
 func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.RelayInfo) (taskErr *dto.TaskError) {
+	if info.Action == constant.TaskActionRemix {
+		return validateRemixRequest(c)
+	}
 	return relaycommon.ValidateMultipartDirect(c, info)
 }
 
 func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	if info.Action == constant.TaskActionRemix {
+		return fmt.Sprintf("%s/v1/videos/%s/remix", a.baseURL, info.OriginTaskID), nil
+	}
 	return fmt.Sprintf("%s/v1/videos", a.baseURL), nil
 }
 

relay/channel/task/vertex/adaptor.go

@@ -12,7 +12,6 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/model"
-
 	"github.com/gin-gonic/gin"
 
 	"github.com/QuantumNous/new-api/constant"
@@ -147,13 +146,40 @@ func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayIn
 			body.Parameters["storageUri"] = v
 		}
 		if v, ok := req.Metadata["sampleCount"]; ok {
-			body.Parameters["sampleCount"] = v
+			if i, ok := v.(int); ok {
+				body.Parameters["sampleCount"] = i
+			}
+			if f, ok := v.(float64); ok {
+				body.Parameters["sampleCount"] = int(f)
+			}
 		}
 	}
 	if _, ok := body.Parameters["sampleCount"]; !ok {
 		body.Parameters["sampleCount"] = 1
 	}
 
+	if body.Parameters["sampleCount"].(int) <= 0 {
+		return nil, fmt.Errorf("sampleCount must be greater than 0")
+	}
+
+	// if req.Duration > 0 {
+	// 	body.Parameters["durationSeconds"] = req.Duration
+	// } else if req.Seconds != "" {
+	// 	seconds, err := strconv.Atoi(req.Seconds)
+	// 	if err != nil {
+	// 		return nil, errors.Wrap(err, "convert seconds to int failed")
+	// 	}
+	// 	body.Parameters["durationSeconds"] = seconds
+	// }
+
+	info.PriceData.OtherRatios = map[string]float64{
+		"sampleCount": float64(body.Parameters["sampleCount"].(int)),
+	}
+
+	// if v, ok := body.Parameters["durationSeconds"]; ok {
+	// 	info.PriceData.OtherRatios["durationSeconds"] = float64(v.(int))
+	// }
+
 	data, err := json.Marshal(body)
 	if err != nil {
 		return nil, err

relay/channel/task/vidu/adaptor.go

@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"strings"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
@@ -82,10 +83,32 @@ func (a *TaskAdaptor) Init(info *relaycommon.RelayInfo) {
 }
 
 func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.RelayInfo) *dto.TaskError {
-	return relaycommon.ValidateBasicTaskRequest(c, info, constant.TaskActionGenerate)
+	if err := relaycommon.ValidateBasicTaskRequest(c, info, constant.TaskActionGenerate); err != nil {
+		return err
+	}
+	req, err := relaycommon.GetTaskRequest(c)
+	if err != nil {
+		return service.TaskErrorWrapper(err, "get_task_request_failed", http.StatusBadRequest)
+	}
+	action := constant.TaskActionTextGenerate
+	if meatAction, ok := req.Metadata["action"]; ok {
+		action, _ = meatAction.(string)
+	} else if req.HasImage() {
+		action = constant.TaskActionGenerate
+		if info.ChannelType == constant.ChannelTypeVidu {
+			// vidu 增加 首尾帧生视频和参考图生视频
+			if len(req.Images) == 2 {
+				action = constant.TaskActionFirstTailGenerate
+			} else if len(req.Images) > 2 {
+				action = constant.TaskActionReferenceGenerate
+			}
+		}
+	}
+	info.Action = action
+	return nil
 }
 
-func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, _ *relaycommon.RelayInfo) (io.Reader, error) {
+func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayInfo) (io.Reader, error) {
 	v, exists := c.Get("task_request")
 	if !exists {
 		return nil, fmt.Errorf("request not found in context")
@@ -97,8 +120,11 @@ func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, _ *relaycommon.RelayInfo)
 		return nil, err
 	}
 
-	if len(body.Images) == 0 {
-		c.Set("action", constant.TaskActionTextGenerate)
+	if info.Action == constant.TaskActionReferenceGenerate {
+		if strings.Contains(body.Model, "viduq2") {
+			// 参考图生视频只能用 viduq2 模型, 不能带有pro或turbo后缀 https://platform.vidu.cn/docs/reference-to-video
+			body.Model = "viduq2"
+		}
 	}
 
 	data, err := json.Marshal(body)
@@ -131,9 +157,6 @@ func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, info
 }
 
 func (a *TaskAdaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (*http.Response, error) {
-	if action := c.GetString("action"); action != "" {
-		info.Action = action
-	}
 	return channel.DoTaskApiRequest(a, c, info, requestBody)
 }
 
@@ -185,7 +208,7 @@ func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http
 }
 
 func (a *TaskAdaptor) GetModelList() []string {
-	return []string{"viduq1", "vidu2.0", "vidu1.5"}
+	return []string{"viduq2", "viduq1", "vidu2.0", "vidu1.5"}
 }
 
 func (a *TaskAdaptor) GetChannelName() string {

relay/channel/tencent/relay-tencent.go

@@ -105,7 +105,7 @@ func tencentStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *htt
 		data = strings.TrimPrefix(data, "data:")
 
 		var tencentResponse TencentChatResponse
-		err := json.Unmarshal([]byte(data), &tencentResponse)
+		err := common.Unmarshal([]byte(data), &tencentResponse)
 		if err != nil {
 			common.SysLog("error unmarshalling stream response: " + err.Error())
 			continue
@@ -130,7 +130,7 @@ func tencentStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *htt
 
 	service.CloseResponseBodyGracefully(resp)
 
-	return service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens), nil
+	return service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens()), nil
 }
 
 func tencentHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {

relay/channel/vertex/adaptor.go

@@ -39,6 +39,7 @@ var claudeModelMap = map[string]string{
 	"claude-opus-4-20250514":     "claude-opus-4@20250514",
 	"claude-opus-4-1-20250805":   "claude-opus-4-1@20250805",
 	"claude-sonnet-4-5-20250929": "claude-sonnet-4-5@20250929",
+	"claude-opus-4-5-20251101":   "claude-opus-4-5@20251101",
 }
 
 const anthropicVersion = "vertex-2023-10-16"
@@ -76,7 +77,9 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 	if strings.HasPrefix(info.UpstreamModelName, "claude") {
 		a.RequestMode = RequestModeClaude
-	} else if strings.Contains(info.UpstreamModelName, "llama") {
+	} else if strings.Contains(info.UpstreamModelName, "llama") ||
+		// open source models
+		strings.Contains(info.UpstreamModelName, "-maas") {
 		a.RequestMode = RequestModeLlama
 	} else {
 		a.RequestMode = RequestModeGemini
@@ -168,7 +171,8 @@ func (a *Adaptor) getRequestUrl(info *relaycommon.RelayInfo, modelName, suffix s
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 	suffix := ""
 	if a.RequestMode == RequestModeGemini {
-		if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
+		if model_setting.GetGeminiSettings().ThinkingAdapterEnabled &&
+			!model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) {
 			// 新增逻辑：处理 -thinking-<budget> 格式
 			if strings.Contains(info.UpstreamModelName, "-thinking-") {
 				parts := strings.Split(info.UpstreamModelName, "-thinking-")
@@ -219,6 +223,9 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *rel
 	if a.AccountCredentials.ProjectID != "" {
 		req.Set("x-goog-user-project", a.AccountCredentials.ProjectID)
 	}
+	if strings.Contains(info.UpstreamModelName, "claude") {
+		claude.CommonClaudeHeadersOperation(c, req, info)
+	}
 	return nil
 }
 
@@ -290,7 +297,7 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 		info.UpstreamModelName = claudeReq.Model
 		return vertexClaudeReq, nil
 	} else if a.RequestMode == RequestModeGemini {
-		geminiRequest, err := gemini.CovertGemini2OpenAI(c, *request, info)
+		geminiRequest, err := gemini.CovertOpenAI2Gemini(c, *request, info)
 		if err != nil {
 			return nil, err
 		}

relay/channel/volcengine/adaptor.go

@@ -13,9 +13,11 @@ import (
 	channelconstant "github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/relay/channel"
+	"github.com/QuantumNous/new-api/relay/channel/claude"
 	"github.com/QuantumNous/new-api/relay/channel/openai"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relay/constant"
+	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/QuantumNous/new-api/types"
 
 	"github.com/gin-gonic/gin"
@@ -35,6 +37,10 @@ func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dt
 }
 
 func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayInfo, req *dto.ClaudeRequest) (any, error) {
+	if _, ok := channelconstant.ChannelSpecialBases[info.ChannelBaseUrl]; ok {
+		adaptor := claude.Adaptor{}
+		return adaptor.ConvertClaudeRequest(c, info, req)
+	}
 	adaptor := openai.Adaptor{}
 	return adaptor.ConvertClaudeRequest(c, info, req)
 }
@@ -234,9 +240,13 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 	if baseUrl == "" {
 		baseUrl = channelconstant.ChannelBaseURLs[channelconstant.ChannelTypeVolcEngine]
 	}
+	specialPlan, hasSpecialPlan := channelconstant.ChannelSpecialBases[baseUrl]
 
 	switch info.RelayFormat {
 	case types.RelayFormatClaude:
+		if hasSpecialPlan && specialPlan.ClaudeBaseURL != "" {
+			return fmt.Sprintf("%s/v1/messages", specialPlan.ClaudeBaseURL), nil
+		}
 		if strings.HasPrefix(info.UpstreamModelName, "bot") {
 			return fmt.Sprintf("%s/api/v3/bots/chat/completions", baseUrl), nil
 		}
@@ -244,6 +254,9 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 	default:
 		switch info.RelayMode {
 		case constant.RelayModeChatCompletions:
+			if hasSpecialPlan && specialPlan.OpenAIBaseURL != "" {
+				return fmt.Sprintf("%s/chat/completions", specialPlan.OpenAIBaseURL), nil
+			}
 			if strings.HasPrefix(info.UpstreamModelName, "bot") {
 				return fmt.Sprintf("%s/api/v3/bots/chat/completions", baseUrl), nil
 			}
@@ -291,7 +304,9 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 		return nil, errors.New("request is nil")
 	}
 
-	if strings.HasSuffix(info.UpstreamModelName, "-thinking") && strings.HasPrefix(info.UpstreamModelName, "deepseek") {
+	if !model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) &&
+		strings.HasSuffix(info.UpstreamModelName, "-thinking") &&
+		strings.HasPrefix(info.UpstreamModelName, "deepseek") {
 		info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-thinking")
 		request.Model = info.UpstreamModelName
 		request.THINKING = json.RawMessage(`{"type": "enabled"}`)
@@ -328,6 +343,15 @@ func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, request
 }
 
 func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *types.NewAPIError) {
+	if info.RelayFormat == types.RelayFormatClaude {
+		if _, ok := channelconstant.ChannelSpecialBases[info.ChannelBaseUrl]; ok {
+			if info.IsStream {
+				return claude.ClaudeStreamHandler(c, resp, info, claude.RequestModeMessage)
+			}
+			return claude.ClaudeHandler(c, resp, info, claude.RequestModeMessage)
+		}
+	}
+
 	if info.RelayMode == constant.RelayModeAudioSpeech {
 		encoding := mapEncoding(c.GetString(contextKeyResponseFormat))
 		if info.IsStream {