🐛 fix(dashboard): include year in time bucket labels to fix cross-year ordering

Ensure dashboard time buckets sort correctly across year boundaries by including the year in `timestamp2string1()` output. Previously, labels like `MM-DD` / `MM-DD HH:00` could be string-sorted into the wrong order (e.g. `01-01` before `12-31`), making it look like the new year’s data was missing or the timeline was “reversed”. Changes: - Update `timestamp2string1()` to emit sortable keys: - hour: `YYYY-MM-DD HH:00` - day: `YYYY-MM-DD` - week: `YYYY-MM-DD - YYYY-MM-DD` (both ends include year)
feat(ratio): add functions to check for audio ratios and clean up unused code
2026-03-30 15:46:44 +00:00 · 2026-01-01 13:55:23 +08:00 · 2025-12-31 21:29:10 +08:00 · 2025-12-31 21:22:33 +08:00 · 2025-12-31 21:15:37 +08:00 · 2025-12-31 00:44:12 +08:00
206 changed files with 30235 additions and 2426 deletions
--- a/.dockerignore
+++ b/.dockerignore
@@ -6,4 +6,5 @@
 Makefile
 docs
 .eslintcache
-.gocache
+.gocache
+/web/node_modules
--- a/.env.example
+++ b/.env.example
@@ -9,6 +9,14 @@
 # ENABLE_PPROF=true
 # 启用调试模式
 # DEBUG=true
+# Pyroscope 配置
+# PYROSCOPE_URL=http://localhost:4040
+# PYROSCOPE_APP_NAME=new-api
+# PYROSCOPE_BASIC_AUTH_USER=your-user
+# PYROSCOPE_BASIC_AUTH_PASSWORD=your-password
+# PYROSCOPE_MUTEX_RATE=5
+# PYROSCOPE_BLOCK_RATE=5
+# HOSTNAME=your-hostname

 # 数据库相关配置
 # 数据库连接字符串
--- a/.gitignore
+++ b/.gitignore
@@ -16,9 +16,13 @@ new-api
 tiktoken_cache
 .eslintcache
 .gocache
+.gomodcache/
 .cache
 web/bun.lock

 electron/node_modules
 electron/dist
 data/
+.gomodcache/
+.gocache-temp
+.gopath
--- a/9
+++ b/9
@@ -14,7 +14,7 @@ ENV GO111MODULE=on CGO_ENABLED=0
 ARG TARGETOS
 ARG TARGETARCH
 ENV GOOS=${TARGETOS:-linux} GOARCH=${TARGETARCH:-amd64}
-
+ENV GOEXPERIMENT=greenteagc

 WORKDIR /build

@@ -25,10 +25,11 @@ COPY . .
 COPY --from=builder /build/dist ./web/dist
 RUN go build -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$(cat VERSION)'" -o new-api

-FROM alpine
+FROM debian:bookworm-slim

-RUN apk upgrade --no-cache \
-    && apk add --no-cache ca-certificates tzdata \
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends ca-certificates tzdata libasan8 wget \
+    && rm -rf /var/lib/apt/lists/* \
    && update-ca-certificates

 COPY --from=builder2 /build/new-api /
--- a/README.en.md
+++ b/README.en.md
@@ -146,7 +146,7 @@ docker run --name new-api -d --restart always \

 🎉 After deployment is complete, visit `http://localhost:3000` to start using!

-📖 For more deployment methods, please refer to [Deployment Guide](https://docs.newapi.pro/installation)
+📖 For more deployment methods, please refer to [Deployment Guide](https://docs.newapi.pro/en/docs/installation)

 ---

@@ -154,7 +154,7 @@ docker run --name new-api -d --restart always \

 <div align="center">

-### 📖 [Official Documentation](https://docs.newapi.pro/) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+### 📖 [Official Documentation](https://docs.newapi.pro/en/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)

 </div>

@@ -162,17 +162,17 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 🚀 Deployment Guide | [Installation Documentation](https://docs.newapi.pro/en/docs/installation) |
+| ⚙️ Environment Configuration | [Environment Variables](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables) |
+| 📡 API Documentation | [API Documentation](https://docs.newapi.pro/en/docs/api) |
+| ❓ FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
+| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |

 ---

 ## ✨ Key Features

-> For detailed features, please refer to [Features Introduction](https://docs.newapi.pro/wiki/features-introduction)
+> For detailed features, please refer to [Features Introduction](https://docs.newapi.pro/en/docs/guide/wiki/basic-concepts/features-introduction)

 ### 🎨 Core Functions

@@ -201,11 +201,11 @@ docker run --name new-api -d --restart always \
 ### 🚀 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)
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session) (including Azure)
+- ⚡ [Claude Messages](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
+- ⚡ [Google Gemini](https://doc.newapi.pro/en/api/google-gemini-chat)
+- 🔄 [Rerank Models](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) (Cohere, Jina)

 **Intelligent Routing:**
 - ⚖️ Channel weighted random
@@ -238,6 +238,7 @@ docker run --name new-api -d --restart always \
 - `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>

@@ -245,16 +246,16 @@ docker run --name new-api -d --restart always \

 ## 🤖 Model Support

-> For details, please refer to [API Documentation - Relay Interface](https://docs.newapi.pro/api)
+> For details, please refer to [API Documentation - Relay Interface](https://docs.newapi.pro/en/docs/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/) |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://doc.newapi.pro/en/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://doc.newapi.pro/en/api/suno-music) |
+| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) |
+| 💬 Claude | Messages format | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message) |
+| 🌐 Gemini | Google Gemini format | [Documentation](https://doc.newapi.pro/en/api/google-gemini-chat) |
 | 🔧 Dify | ChatFlow mode | - |
 | 🎯 Custom | Supports complete call address | - |

@@ -263,16 +264,16 @@ docker run --name new-api -d --restart always \
 <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/)
+- [Chat Interface (Chat Completions)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-chat-completion)
+- [Response Interface (Responses)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
+- [Image Interface (Image)](https://docs.newapi.pro/en/docs/api/ai-model/images/openai/v1-images-generations--post)
+- [Audio Interface (Audio)](https://docs.newapi.pro/en/docs/api/ai-model/audio/openai/create-transcription)
+- [Video Interface (Video)](https://docs.newapi.pro/en/docs/api/ai-model/videos/create-video-generation)
+- [Embedding Interface (Embeddings)](https://docs.newapi.pro/en/docs/api/ai-model/embeddings/create-embedding)
+- [Rerank Interface (Rerank)](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank)
+- [Realtime Conversation (Realtime)](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session)
+- [Claude Chat](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
+- [Google Gemini Chat](https://doc.newapi.pro/en/api/google-gemini-chat)

 </details>

@@ -304,10 +305,18 @@ docker run --name new-api -d --restart always \
 | `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` |
+| `MAX_REQUEST_BODY_MB` | Max request body size (MB, counted **after decompression**; prevents huge requests/zip bombs from exhausting memory). Exceeding it returns `413` | `32` |
 | `AZURE_DEFAULT_API_VERSION` | Azure API version | `2025-04-01-preview` |
 | `ERROR_LOG_ENABLED` | Error log switch | `false` |
+| `PYROSCOPE_URL` | Pyroscope server address | - |
+| `PYROSCOPE_APP_NAME` | Pyroscope application name | `new-api` |
+| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope basic auth user | - |
+| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope basic auth password | - |
+| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex sampling rate | `5` |
+| `PYROSCOPE_BLOCK_RATE` | Pyroscope block sampling rate | `5` |
+| `HOSTNAME` | Hostname tag for Pyroscope | `new-api` |

-📖 **Complete configuration:** [Environment Variables Documentation](https://docs.newapi.pro/installation/environment-variables)
+📖 **Complete configuration:** [Environment Variables Documentation](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables)

 </details>

@@ -409,10 +418,10 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 📘 FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
+| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |
+| 🐛 Issue Feedback | [Issue Feedback](https://docs.newapi.pro/en/docs/support/feedback-issues) |
+| 📚 Complete Documentation | [Official Documentation](https://docs.newapi.pro/en/docs) |

 ### 🤝 Contribution Guide

@@ -441,7 +450,7 @@ Welcome all forms of contribution!

 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)**
+**[Official Documentation](https://docs.newapi.pro/en/docs)** • **[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>

--- a/README.fr.md
+++ b/README.fr.md
@@ -146,7 +146,7 @@ docker run --name new-api -d --restart always \

 🎉 Après le déploiement, visitez `http://localhost:3000` pour commencer à utiliser!

-📖 Pour plus de méthodes de déploiement, veuillez vous référer à [Guide de déploiement](https://docs.newapi.pro/installation)
+📖 Pour plus de méthodes de déploiement, veuillez vous référer à [Guide de déploiement](https://docs.newapi.pro/en/docs/installation)

 ---

@@ -154,7 +154,7 @@ docker run --name new-api -d --restart always \

 <div align="center">

-### 📖 [Documentation officielle](https://docs.newapi.pro/) | [![Demander à DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+### 📖 [Documentation officielle](https://docs.newapi.pro/en/docs) | [![Demander à DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)

 </div>

@@ -162,17 +162,17 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 🚀 Guide de déploiement | [Documentation d'installation](https://docs.newapi.pro/en/docs/installation) |
+| ⚙️ Configuration de l'environnement | [Variables d'environnement](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables) |
+| 📡 Documentation de l'API | [Documentation de l'API](https://docs.newapi.pro/en/docs/api) |
+| ❓ FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
+| 💬 Interaction avec la communauté | [Canaux de communication](https://docs.newapi.pro/en/docs/support/community-interaction) |

 ---

 ## ✨ Fonctionnalités clés

-> Pour les fonctionnalités détaillées, veuillez vous référer à [Présentation des fonctionnalités](https://docs.newapi.pro/wiki/features-introduction) |
+> Pour les fonctionnalités détaillées, veuillez vous référer à [Présentation des fonctionnalités](https://docs.newapi.pro/en/docs/guide/wiki/basic-concepts/features-introduction) |

 ### 🎨 Fonctions principales

@@ -200,11 +200,11 @@ docker run --name new-api -d --restart always \
 ### 🚀 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)
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session) (y compris Azure)
+- ⚡ [Claude Messages](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
+- ⚡ [Google Gemini](https://doc.newapi.pro/en/api/google-gemini-chat)
+- 🔄 [Modèles Rerank](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) (Cohere, Jina)

 **Routage intelligent:**
 - ⚖️ Sélection aléatoire pondérée des canaux
@@ -234,6 +234,7 @@ docker run --name new-api -d --restart always \
 - `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>

@@ -241,16 +242,16 @@ docker run --name new-api -d --restart always \

 ## 🤖 Prise en charge des modèles

-> Pour les détails, veuillez vous référer à [Documentation de l'API - Interface de relais](https://docs.newapi.pro/api)
+> Pour les détails, veuillez vous référer à [Documentation de l'API - Interface de relais](https://docs.newapi.pro/en/docs/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/) |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://doc.newapi.pro/en/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://doc.newapi.pro/en/api/suno-music) |
+| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) |
+| 💬 Claude | Format Messages | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message) |
+| 🌐 Gemini | Format Google Gemini | [Documentation](https://doc.newapi.pro/en/api/google-gemini-chat) |
 | 🔧 Dify | Mode ChatFlow | - |
 | 🎯 Personnalisé | Prise en charge de l'adresse d'appel complète | - |

@@ -259,16 +260,16 @@ docker run --name new-api -d --restart always \
 <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/)
+- [Interface de discussion (Chat Completions)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-chat-completion)
+- [Interface de réponse (Responses)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
+- [Interface d'image (Image)](https://docs.newapi.pro/en/docs/api/ai-model/images/openai/v1-images-generations--post)
+- [Interface audio (Audio)](https://docs.newapi.pro/en/docs/api/ai-model/audio/openai/create-transcription)
+- [Interface vidéo (Video)](https://docs.newapi.pro/en/docs/api/ai-model/videos/create-video-generation)
+- [Interface d'incorporation (Embeddings)](https://docs.newapi.pro/en/docs/api/ai-model/embeddings/create-embedding)
+- [Interface de rerank (Rerank)](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank)
+- [Conversation en temps réel (Realtime)](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session)
+- [Discussion Claude](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
+- [Discussion Google Gemini](https://doc.newapi.pro/en/api/google-gemini-chat)

 </details>

@@ -300,10 +301,18 @@ docker run --name new-api -d --restart always \
 | `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` |
+| `MAX_REQUEST_BODY_MB` | Taille maximale du corps de requête (Mo, comptée **après décompression** ; évite les requêtes énormes/zip bombs qui saturent la mémoire). Dépassement ⇒ `413` | `32` |
 | `AZURE_DEFAULT_API_VERSION` | Version de l'API Azure | `2025-04-01-preview` |
 | `ERROR_LOG_ENABLED` | Interrupteur du journal d'erreurs | `false` |
+| `PYROSCOPE_URL` | Adresse du serveur Pyroscope | - |
+| `PYROSCOPE_APP_NAME` | Nom de l'application Pyroscope | `new-api` |
+| `PYROSCOPE_BASIC_AUTH_USER` | Utilisateur Basic Auth Pyroscope | - |
+| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Mot de passe Basic Auth Pyroscope | - |
+| `PYROSCOPE_MUTEX_RATE` | Taux d'échantillonnage mutex Pyroscope | `5` |
+| `PYROSCOPE_BLOCK_RATE` | Taux d'échantillonnage block Pyroscope | `5` |
+| `HOSTNAME` | Nom d'hôte tagué pour Pyroscope | `new-api` |

-📖 **Configuration complète:** [Documentation des variables d'environnement](https://docs.newapi.pro/installation/environment-variables)
+📖 **Configuration complète:** [Documentation des variables d'environnement](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables)

 </details>

@@ -403,10 +412,10 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 📘 FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
+| 💬 Interaction avec la communauté | [Canaux de communication](https://docs.newapi.pro/en/docs/support/community-interaction) |
+| 🐛 Commentaires sur les problèmes | [Commentaires sur les problèmes](https://docs.newapi.pro/en/docs/support/feedback-issues) |
+| 📚 Documentation complète | [Documentation officielle](https://docs.newapi.pro/en/docs) |

 ### 🤝 Guide de contribution

@@ -435,7 +444,7 @@ Bienvenue à toutes les formes de contribution!

 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)**
+**[Documentation officielle](https://docs.newapi.pro/en/docs)** • **[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>

--- a/README.ja.md
+++ b/README.ja.md
@@ -146,7 +146,7 @@ docker run --name new-api -d --restart always \

 🎉 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！

-📖 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。
+📖 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/ja/docs/installation)を参照してください。

 ---

@@ -154,7 +154,7 @@ docker run --name new-api -d --restart always \

 <div align="center">

-### 📖 [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)
+### 📖 [公式ドキュメント](https://docs.newapi.pro/ja/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)

 </div>

@@ -162,17 +162,17 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 🚀 デプロイガイド | [インストールドキュメント](https://docs.newapi.pro/ja/docs/installation) |
+| ⚙️ 環境設定 | [環境変数](https://docs.newapi.pro/ja/docs/installation/config-maintenance/environment-variables) |
+| 📡 APIドキュメント | [APIドキュメント](https://docs.newapi.pro/ja/docs/api) |
+| ❓ よくある質問 | [FAQ](https://docs.newapi.pro/ja/docs/support/faq) |
+| 💬 コミュニティ交流 | [交流チャネル](https://docs.newapi.pro/ja/docs/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。
+> 詳細な機能については[機能説明](https://docs.newapi.pro/ja/docs/guide/wiki/basic-concepts/features-introduction)を参照してください。

 ### 🎨 コア機能

@@ -202,15 +202,15 @@ docker run --name new-api -d --restart always \
 ### 🚀 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）
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/create-response)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/ja/docs/api/ai-model/realtime/create-realtime-session)（Azureを含む）
+- ⚡ [Claude Messages](https://docs.newapi.pro/ja/docs/api/ai-model/chat/create-message)
+- ⚡ [Google Gemini](https://doc.newapi.pro/ja/api/google-gemini-chat)
+- 🔄 [Rerankモデル](https://docs.newapi.pro/ja/docs/api/ai-model/rerank/create-rerank)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/ja/docs/api/ai-model/realtime/create-realtime-session)
+- ⚡ [Claude Messages](https://docs.newapi.pro/ja/docs/api/ai-model/chat/create-message)
+- ⚡ [Google Gemini](https://doc.newapi.pro/ja/api/google-gemini-chat)
+- 🔄 [Rerankモデル](https://docs.newapi.pro/ja/docs/api/ai-model/rerank/create-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
@@ -243,6 +243,7 @@ docker run --name new-api -d --restart always \
 - `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>

@@ -250,16 +251,16 @@ docker run --name new-api -d --restart always \

 ## 🤖 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)
+> 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/ja/docs/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/) |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [ドキュメント](https://doc.newapi.pro/ja/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [ドキュメント](https://doc.newapi.pro/ja/api/suno-music) |
+| 🔄 Rerank | Cohere、Jina | [ドキュメント](https://docs.newapi.pro/ja/docs/api/ai-model/rerank/create-rerank) |
+| 💬 Claude | Messagesフォーマット | [ドキュメント](https://docs.newapi.pro/ja/docs/api/ai-model/chat/create-message) |
+| 🌐 Gemini | Google Geminiフォーマット | [ドキュメント](https://doc.newapi.pro/ja/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 | - |

@@ -268,16 +269,16 @@ docker run --name new-api -d --restart always \
 <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/)
+- [チャットインターフェース (Chat Completions)](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/create-chat-completion)
+- [レスポンスインターフェース (Responses)](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/create-response)
+- [イメージインターフェース (Image)](https://docs.newapi.pro/ja/docs/api/ai-model/images/openai/v1-images-generations--post)
+- [オーディオインターフェース (Audio)](https://docs.newapi.pro/ja/docs/api/ai-model/audio/openai/create-transcription)
+- [ビデオインターフェース (Video)](https://docs.newapi.pro/ja/docs/api/ai-model/videos/create-video-generation)
+- [エンベッドインターフェース (Embeddings)](https://docs.newapi.pro/ja/docs/api/ai-model/embeddings/create-embedding)
+- [再ランク付けインターフェース (Rerank)](https://docs.newapi.pro/ja/docs/api/ai-model/rerank/create-rerank)
+- [リアルタイム対話インターフェース (Realtime)](https://docs.newapi.pro/ja/docs/api/ai-model/realtime/create-realtime-session)
+- [Claudeチャット](https://docs.newapi.pro/ja/docs/api/ai-model/chat/create-message)
+- [Google Geminiチャット](https://doc.newapi.pro/ja/api/google-gemini-chat)

 </details>

@@ -309,10 +310,18 @@ docker run --name new-api -d --restart always \
 | `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` |
+| `MAX_REQUEST_BODY_MB` | リクエストボディ最大サイズ（MB、**解凍後**に計測。巨大リクエスト/zip bomb によるメモリ枯渇を防止）。超過時は `413` | `32` |
 | `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` |
+| `PYROSCOPE_URL` | Pyroscopeサーバーのアドレス | - |
+| `PYROSCOPE_APP_NAME` | Pyroscopeアプリ名 | `new-api` |
+| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope Basic Authユーザー | - |
+| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope Basic Authパスワード | - |
+| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutexサンプリング率 | `5` |
+| `PYROSCOPE_BLOCK_RATE` | Pyroscope blockサンプリング率 | `5` |
+| `HOSTNAME` | Pyroscope用のホスト名タグ | `new-api` |

-📖 **完全な設定:** [環境変数ドキュメント](https://docs.newapi.pro/installation/environment-variables)
+📖 **完全な設定:** [環境変数ドキュメント](https://docs.newapi.pro/ja/docs/installation/config-maintenance/environment-variables)

 </details>

@@ -412,10 +421,10 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 📘 よくある質問 | [FAQ](https://docs.newapi.pro/ja/docs/support/faq) |
+| 💬 コミュニティ交流 | [交流チャネル](https://docs.newapi.pro/ja/docs/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/ja/docs/support/feedback-issues) |
+| 📚 完全なドキュメント | [公式ドキュメント](https://docs.newapi.pro/ja/docs) |

 ### 🤝 貢献ガイド

@@ -444,7 +453,7 @@ docker run --name new-api -d --restart always \

 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)**
+**[公式ドキュメント](https://docs.newapi.pro/ja/docs)** • **[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>

--- a/README.md
+++ b/README.md
@@ -146,7 +146,7 @@ docker run --name new-api -d --restart always \

 🎉 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)
+📖 更多部署方式请参考 [部署指南](https://docs.newapi.pro/zh/docs/installation)

 ---

@@ -154,7 +154,7 @@ docker run --name new-api -d --restart always \

 <div align="center">

-### 📖 [官方文档](https://docs.newapi.pro/) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+### 📖 [官方文档](https://docs.newapi.pro/zh/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)

 </div>

@@ -162,17 +162,17 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 🚀 部署指南 | [安装文档](https://docs.newapi.pro/zh/docs/installation) |
+| ⚙️ 环境配置 | [环境变量](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables) |
+| 📡 接口文档 | [API 文档](https://docs.newapi.pro/zh/docs/api) |
+| ❓ 常见问题 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
+| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/zh/docs/support/community-interaction) |

 ---

 ## ✨ 主要特性

-> 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/zh/docs/guide/wiki/basic-concepts/features-introduction)

 ### 🎨 核心功能

@@ -202,11 +202,11 @@ docker run --name new-api -d --restart always \
 ### 🚀 高级功能

 **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）
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-response)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/create-realtime-session)（含 Azure）
+- ⚡ [Claude Messages](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message)
+- ⚡ [Google Gemini](https://doc.newapi.pro/api/google-gemini-chat)
+- 🔄 [Rerank 模型](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank)（Cohere、Jina）

 **智能路由：**
 - ⚖️ 渠道加权随机
@@ -239,6 +239,7 @@ docker run --name new-api -d --restart always \
 - `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>

@@ -246,16 +247,16 @@ docker run --name new-api -d --restart always \

 ## 🤖 模型支持

-> 详情请参考 [接口文档 - 中继接口](https://docs.newapi.pro/api)
+> 详情请参考 [接口文档 - 中继接口](https://docs.newapi.pro/zh/docs/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/) |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [文档](https://doc.newapi.pro/api/midjourney-proxy-image) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [文档](https://doc.newapi.pro/api/suno-music) |
+| 🔄 Rerank | Cohere、Jina | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank) |
+| 💬 Claude | Messages 格式 | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message) |
+| 🌐 Gemini | Google Gemini 格式 | [文档](https://doc.newapi.pro/api/google-gemini-chat) |
 | 🔧 Dify | ChatFlow 模式 | - |
 | 🎯 自定义 | 支持完整调用地址 | - |

@@ -264,16 +265,16 @@ docker run --name new-api -d --restart always \
 <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)
+- [聊天接口 (Chat Completions)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-chat-completion)
+- [响应接口 (Responses)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-response)
+- [图像接口 (Image)](https://docs.newapi.pro/zh/docs/api/ai-model/images/openai/v1-images-generations--post)
+- [音频接口 (Audio)](https://docs.newapi.pro/zh/docs/api/ai-model/audio/openai/create-transcription)
+- [视频接口 (Video)](https://docs.newapi.pro/zh/docs/api/ai-model/videos/create-video-generation)
+- [嵌入接口 (Embeddings)](https://docs.newapi.pro/zh/docs/api/ai-model/embeddings/create-embedding)
+- [重排序接口 (Rerank)](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank)
+- [实时对话 (Realtime)](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/create-realtime-session)
+- [Claude 聊天](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message)
+- [Google Gemini 聊天](https://doc.newapi.pro/api/google-gemini-chat)

 </details>

@@ -305,10 +306,18 @@ docker run --name new-api -d --restart always \
 | `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` |
+| `MAX_REQUEST_BODY_MB` | 请求体最大大小（MB，**解压后**计；防止超大请求/zip bomb 导致内存暴涨），超过将返回 `413` | `32` |
 | `AZURE_DEFAULT_API_VERSION` | Azure API 版本                                                 | `2025-04-01-preview` |
 | `ERROR_LOG_ENABLED` | 错误日志开关                                                       | `false` |
+| `PYROSCOPE_URL` | Pyroscope 服务地址                                            | - |
+| `PYROSCOPE_APP_NAME` | Pyroscope 应用名                                        | `new-api` |
+| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope Basic Auth 用户名                        | - |
+| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope Basic Auth 密码                  | - |
+| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex 采样率                               | `5` |
+| `PYROSCOPE_BLOCK_RATE` | Pyroscope block 采样率                               | `5` |
+| `HOSTNAME` | Pyroscope 标签里的主机名                                          | `new-api` |

-📖 **完整配置：** [环境变量文档](https://docs.newapi.pro/installation/environment-variables)
+📖 **完整配置：** [环境变量文档](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables)

 </details>

@@ -410,10 +419,10 @@ docker run --name new-api -d --restart always \

 | 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) |
+| 📘 常见问题 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
+| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/zh/docs/support/community-interaction) |
+| 🐛 反馈问题 | [问题反馈](https://docs.newapi.pro/zh/docs/support/feedback-issues) |
+| 📚 完整文档 | [官方文档](https://docs.newapi.pro/zh/docs) |

 ### 🤝 贡献指南

@@ -442,7 +451,7 @@ docker run --name new-api -d --restart always \

 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)**
+**[官方文档](https://docs.newapi.pro/zh/docs)** • **[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>

--- a/common/audio.go
+++ b/common/audio.go
@@ -71,15 +71,66 @@ func getMP3Duration(r io.Reader) (float64, error) {

 // getWAVDuration 解析 WAV 文件头以获取时长。
 func getWAVDuration(r io.ReadSeeker) (float64, error) {
+	// 1. 强制复位指针
+	r.Seek(0, io.SeekStart)
+
 	dec := wav.NewDecoder(r)
+
+	// IsValidFile 会读取 fmt 块
 	if !dec.IsValidFile() {
 		return 0, errors.New("invalid wav file")
 	}
-	d, err := dec.Duration()
-	if err != nil {
-		return 0, errors.Wrap(err, "failed to get wav duration")
+
+	// 尝试寻找 data 块
+	if err := dec.FwdToPCM(); err != nil {
+		return 0, errors.Wrap(err, "failed to find PCM data chunk")
 	}
-	return d.Seconds(), nil
+
+	pcmSize := int64(dec.PCMSize)
+
+	// 如果读出来的 Size 是 0，尝试用文件大小反推
+	if pcmSize == 0 {
+		// 获取文件总大小
+		currentPos, _ := r.Seek(0, io.SeekCurrent) // 当前通常在 data chunk header 之后
+		endPos, _ := r.Seek(0, io.SeekEnd)
+		fileSize := endPos
+
+		// 恢复位置（虽然如果不继续读也没关系）
+		r.Seek(currentPos, io.SeekStart)
+
+		// 数据区大小 ≈ 文件总大小 - 当前指针位置(即Header大小)
+		// 注意：FwdToPCM 成功后，CurrentPos 应该刚好指向 Data 区数据的开始
+		// 或者是 Data Chunk ID + Size 之后。
+		// WAV Header 一般 44 字节。
+		if fileSize > 44 {
+			// 如果 FwdToPCM 成功，Reader 应该位于 data 块的数据起始处
+			// 所以剩余的所有字节理论上都是音频数据
+			pcmSize = fileSize - currentPos
+
+			// 简单的兜底：如果算出来还是负数或0，强制按文件大小-44计算
+			if pcmSize <= 0 {
+				pcmSize = fileSize - 44
+			}
+		}
+	}
+
+	numChans := int64(dec.NumChans)
+	bitDepth := int64(dec.BitDepth)
+	sampleRate := float64(dec.SampleRate)
+
+	if sampleRate == 0 || numChans == 0 || bitDepth == 0 {
+		return 0, errors.New("invalid wav header metadata")
+	}
+
+	bytesPerFrame := numChans * (bitDepth / 8)
+	if bytesPerFrame == 0 {
+		return 0, errors.New("invalid byte depth calculation")
+	}
+
+	totalFrames := pcmSize / bytesPerFrame
+
+	durationSeconds := float64(totalFrames) / sampleRate
+	return durationSeconds, nil
 }

 // getFLACDuration 解析 FLAC 文件的 STREAMINFO 块。
--- a/common/constants.go
+++ b/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
--- a/common/email.go
+++ b/common/email.go
@@ -32,7 +32,7 @@ func SendEmail(subject string, receiver string, content string) error {
 	}
 	encodedSubject := fmt.Sprintf("=?UTF-8?B?%s?=", base64.StdEncoding.EncodeToString([]byte(subject)))
 	mail := []byte(fmt.Sprintf("To: %s\r\n"+
-		"From: %s<%s>\r\n"+
+		"From: %s <%s>\r\n"+
 		"Subject: %s\r\n"+
 		"Date: %s\r\n"+
 		"Message-ID: %s\r\n"+ // 添加 Message-ID 头
--- a/common/gin.go
+++ b/common/gin.go
@@ -2,7 +2,7 @@ package common

 import (
 	"bytes"
-	"errors"
+	"fmt"
 	"io"
 	"mime"
 	"mime/multipart"
@@ -12,24 +12,61 @@ import (
 	"time"

 	"github.com/QuantumNous/new-api/constant"
+	"github.com/pkg/errors"

 	"github.com/gin-gonic/gin"
 )

 const KeyRequestBody = "key_request_body"

-func GetRequestBody(c *gin.Context) ([]byte, error) {
-	requestBody, _ := c.Get(KeyRequestBody)
-	if requestBody != nil {
-		return requestBody.([]byte), nil
+var ErrRequestBodyTooLarge = errors.New("request body too large")
+
+func IsRequestBodyTooLargeError(err error) bool {
+	if err == nil {
+		return false
 	}
-	requestBody, err := io.ReadAll(c.Request.Body)
+	if errors.Is(err, ErrRequestBodyTooLarge) {
+		return true
+	}
+	var mbe *http.MaxBytesError
+	return errors.As(err, &mbe)
+}
+
+func GetRequestBody(c *gin.Context) ([]byte, error) {
+	cached, exists := c.Get(KeyRequestBody)
+	if exists && cached != nil {
+		if b, ok := cached.([]byte); ok {
+			return b, nil
+		}
+	}
+	maxMB := constant.MaxRequestBodyMB
+	if maxMB < 0 {
+		// no limit
+		body, err := io.ReadAll(c.Request.Body)
+		_ = c.Request.Body.Close()
+		if err != nil {
+			return nil, err
+		}
+		c.Set(KeyRequestBody, body)
+		return body, nil
+	}
+	maxBytes := int64(maxMB) << 20
+
+	limited := io.LimitReader(c.Request.Body, maxBytes+1)
+	body, err := io.ReadAll(limited)
 	if err != nil {
+		_ = c.Request.Body.Close()
+		if IsRequestBodyTooLargeError(err) {
+			return nil, errors.Wrap(ErrRequestBodyTooLarge, fmt.Sprintf("request body exceeds %d MB", maxMB))
+		}
 		return nil, err
 	}
 	_ = c.Request.Body.Close()
-	c.Set(KeyRequestBody, requestBody)
-	return requestBody.([]byte), nil
+	if int64(len(body)) > maxBytes {
+		return nil, errors.Wrap(ErrRequestBodyTooLarge, fmt.Sprintf("request body exceeds %d MB", maxMB))
+	}
+	c.Set(KeyRequestBody, body)
+	return body, nil
 }

 func UnmarshalBodyReusable(c *gin.Context, v any) error {
--- a/common/init.go
+++ b/common/init.go
@@ -90,6 +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")
@@ -113,8 +115,10 @@ func InitEnv() {
 func initConstantEnv() {
 	constant.StreamingTimeout = GetEnvOrDefault("STREAMING_TIMEOUT", 300)
 	constant.DifyDebug = GetEnvOrDefaultBool("DIFY_DEBUG", true)
-	constant.MaxFileDownloadMB = GetEnvOrDefault("MAX_FILE_DOWNLOAD_MB", 20)
+	constant.MaxFileDownloadMB = GetEnvOrDefault("MAX_FILE_DOWNLOAD_MB", 64)
 	constant.StreamScannerMaxBufferMB = GetEnvOrDefault("STREAM_SCANNER_MAX_BUFFER_MB", 64)
+	// MaxRequestBodyMB 请求体最大大小（解压后），用于防止超大请求/zip bomb导致内存暴涨
+	constant.MaxRequestBodyMB = GetEnvOrDefault("MAX_REQUEST_BODY_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)
@@ -129,6 +133,8 @@ 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 != "" {
--- a/common/ip.go
+++ b/common/ip.go
@@ -2,6 +2,15 @@ package common

 import "net"

+func IsIP(s string) bool {
+	ip := net.ParseIP(s)
+	return ip != nil
+}
+
+func ParseIP(s string) net.IP {
+	return net.ParseIP(s)
+}
+
 func IsPrivateIP(ip net.IP) bool {
 	if ip.IsLoopback() || ip.IsLinkLocalUnicast() || ip.IsLinkLocalMulticast() {
 		return true
@@ -20,3 +29,23 @@ func IsPrivateIP(ip net.IP) bool {
 	}
 	return false
 }
+
+func IsIpInCIDRList(ip net.IP, cidrList []string) bool {
+	for _, cidr := range cidrList {
+		_, network, err := net.ParseCIDR(cidr)
+		if err != nil {
+			// 尝试作为单个IP处理
+			if whitelistIP := net.ParseIP(cidr); whitelistIP != nil {
+				if ip.Equal(whitelistIP) {
+					return true
+				}
+			}
+			continue
+		}
+
+		if network.Contains(ip) {
+			return true
+		}
+	}
+	return false
+}
--- a/common/json.go
+++ b/common/json.go
@@ -23,11 +23,11 @@ func Marshal(v any) ([]byte, error) {
 }

 func GetJsonType(data json.RawMessage) string {
-	data = bytes.TrimSpace(data)
-	if len(data) == 0 {
+	trimmed := bytes.TrimSpace(data)
+	if len(trimmed) == 0 {
 		return "unknown"
 	}
-	firstChar := bytes.TrimSpace(data)[0]
+	firstChar := trimmed[0]
 	switch firstChar {
 	case '{':
 		return "object"
--- a/common/model.go
+++ b/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
+}
--- a/common/pyro.go
+++ b/common/pyro.go
@@ -0,0 +1,56 @@
+package common
+
+import (
+	"runtime"
+
+	"github.com/grafana/pyroscope-go"
+)
+
+func StartPyroScope() error {
+
+	pyroscopeUrl := GetEnvOrDefaultString("PYROSCOPE_URL", "")
+	if pyroscopeUrl == "" {
+		return nil
+	}
+
+	pyroscopeAppName := GetEnvOrDefaultString("PYROSCOPE_APP_NAME", "new-api")
+	pyroscopeBasicAuthUser := GetEnvOrDefaultString("PYROSCOPE_BASIC_AUTH_USER", "")
+	pyroscopeBasicAuthPassword := GetEnvOrDefaultString("PYROSCOPE_BASIC_AUTH_PASSWORD", "")
+	pyroscopeHostname := GetEnvOrDefaultString("HOSTNAME", "new-api")
+
+	mutexRate := GetEnvOrDefault("PYROSCOPE_MUTEX_RATE", 5)
+	blockRate := GetEnvOrDefault("PYROSCOPE_BLOCK_RATE", 5)
+
+	runtime.SetMutexProfileFraction(mutexRate)
+	runtime.SetBlockProfileRate(blockRate)
+
+	_, err := pyroscope.Start(pyroscope.Config{
+		ApplicationName: pyroscopeAppName,
+
+		ServerAddress:     pyroscopeUrl,
+		BasicAuthUser:     pyroscopeBasicAuthUser,
+		BasicAuthPassword: pyroscopeBasicAuthPassword,
+
+		Logger: nil,
+
+		Tags: map[string]string{"hostname": pyroscopeHostname},
+
+		ProfileTypes: []pyroscope.ProfileType{
+			pyroscope.ProfileCPU,
+			pyroscope.ProfileAllocObjects,
+			pyroscope.ProfileAllocSpace,
+			pyroscope.ProfileInuseObjects,
+			pyroscope.ProfileInuseSpace,
+
+			pyroscope.ProfileGoroutines,
+			pyroscope.ProfileMutexCount,
+			pyroscope.ProfileMutexDuration,
+			pyroscope.ProfileBlockCount,
+			pyroscope.ProfileBlockDuration,
+		},
+	})
+	if err != nil {
+		return err
+	}
+	return nil
+}
--- a/common/ssrf_protection.go
+++ b/common/ssrf_protection.go
@@ -186,23 +186,7 @@ func isIPListed(ip net.IP, list []string) bool {
 		return false
 	}

-	for _, whitelistCIDR := range list {
-		_, network, err := net.ParseCIDR(whitelistCIDR)
-		if err != nil {
-			// 尝试作为单个IP处理
-			if whitelistIP := net.ParseIP(whitelistCIDR); whitelistIP != nil {
-				if ip.Equal(whitelistIP) {
-					return true
-				}
-			}
-			continue
-		}
-
-		if network.Contains(ip) {
-			return true
-		}
-	}
-	return false
+	return IsIpInCIDRList(ip, list)
 }

 // IsIPAccessAllowed 检查IP是否允许访问
--- a/common/str.go
+++ b/common/str.go
@@ -3,12 +3,19 @@ package common
 import (
 	"encoding/base64"
 	"encoding/json"
-	"math/rand"
 	"net/url"
 	"regexp"
 	"strconv"
 	"strings"
 	"unsafe"
+
+	"github.com/samber/lo"
+)
+
+var (
+	maskURLPattern    = regexp.MustCompile(`(http|https)://[^\s/$.?#].[^\s]*`)
+	maskDomainPattern = regexp.MustCompile(`\b(?:[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?\.)+[a-zA-Z]{2,}\b`)
+	maskIPPattern     = regexp.MustCompile(`\b(?:\d{1,3}\.){3}\d{1,3}\b`)
 )

 func GetStringIfEmpty(str string, defaultValue string) string {
@@ -19,12 +26,10 @@ func GetStringIfEmpty(str string, defaultValue string) string {
 }

 func GetRandomString(length int) string {
-	//rand.Seed(time.Now().UnixNano())
-	key := make([]byte, length)
-	for i := 0; i < length; i++ {
-		key[i] = keyChars[rand.Intn(len(keyChars))]
+	if length <= 0 {
+		return ""
 	}
-	return string(key)
+	return lo.RandomString(length, lo.AlphanumericCharset)
 }

 func MapToJsonStr(m map[string]interface{}) string {
@@ -170,8 +175,7 @@ func maskHostForPlainDomain(domain string) string {
 // api.openai.com -> ***.***.com
 func MaskSensitiveInfo(str string) string {
 	// Mask URLs
-	urlPattern := regexp.MustCompile(`(http|https)://[^\s/$.?#].[^\s]*`)
-	str = urlPattern.ReplaceAllStringFunc(str, func(urlStr string) string {
+	str = maskURLPattern.ReplaceAllStringFunc(str, func(urlStr string) string {
 		u, err := url.Parse(urlStr)
 		if err != nil {
 			return urlStr
@@ -224,14 +228,12 @@ func MaskSensitiveInfo(str string) string {
 	})

 	// Mask domain names without protocol (like openai.com, www.openai.com)
-	domainPattern := regexp.MustCompile(`\b(?:[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?\.)+[a-zA-Z]{2,}\b`)
-	str = domainPattern.ReplaceAllStringFunc(str, func(domain string) string {
+	str = maskDomainPattern.ReplaceAllStringFunc(str, func(domain string) string {
 		return maskHostForPlainDomain(domain)
 	})

 	// Mask IP addresses
-	ipPattern := regexp.MustCompile(`\b(?:\d{1,3}\.){3}\d{1,3}\b`)
-	str = ipPattern.ReplaceAllString(str, "***.***.***.***")
+	str = maskIPPattern.ReplaceAllString(str, "***.***.***.***")

 	return str
 }
--- a/common/utils.go
+++ b/common/utils.go
@@ -217,11 +217,6 @@ func IntMax(a int, b int) int {
 	}
 }

-func IsIP(s string) bool {
-	ip := net.ParseIP(s)
-	return ip != nil
-}
-
 func GetUUID() string {
 	code := uuid.New().String()
 	code = strings.Replace(code, "-", "", -1)
--- a/constant/context_key.go
+++ b/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"
@@ -17,6 +18,7 @@ const (
 	ContextKeyTokenSpecificChannelId ContextKey = "specific_channel_id"
 	ContextKeyTokenModelLimitEnabled ContextKey = "token_model_limit_enabled"
 	ContextKeyTokenModelLimit        ContextKey = "token_model_limit"
+	ContextKeyTokenCrossGroupRetry   ContextKey = "token_cross_group_retry"

 	/* channel related keys */
 	ContextKeyChannelId                ContextKey = "channel_id"
@@ -36,6 +38,10 @@ const (
 	ContextKeyChannelMultiKeyIndex     ContextKey = "channel_multi_key_index"
 	ContextKeyChannelKey               ContextKey = "channel_key"

+	ContextKeyAutoGroup           ContextKey = "auto_group"
+	ContextKeyAutoGroupIndex      ContextKey = "auto_group_index"
+	ContextKeyAutoGroupRetryIndex ContextKey = "auto_group_retry_index"
+
 	/* user related keys */
 	ContextKeyUserId      ContextKey = "id"
 	ContextKeyUserSetting ContextKey = "user_setting"
--- a/constant/env.go
+++ b/constant/env.go
@@ -9,12 +9,14 @@ var CountToken bool
 var GetMediaToken bool
 var GetMediaTokenNotStream bool
 var UpdateTask bool
+var MaxRequestBodyMB int
 var AzureDefaultAPIVersion string
 var GeminiVisionMaxImageNum int
 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
--- a/constant/task.go
+++ b/constant/task.go
@@ -15,6 +15,7 @@ const (
 	TaskActionTextGenerate      = "textGenerate"
 	TaskActionFirstTailGenerate = "firstTailGenerate"
 	TaskActionReferenceGenerate = "referenceGenerate"
+	TaskActionRemix             = "remixGenerate"
 )

 var SunoModel2Action = map[string]string{
--- a/controller/billing.go
+++ b/controller/billing.go
@@ -2,9 +2,9 @@ package controller

 import (
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
 )

@@ -29,7 +29,7 @@ func GetSubscription(c *gin.Context) {
 		expiredTime = 0
 	}
 	if err != nil {
-		openAIError := dto.OpenAIError{
+		openAIError := types.OpenAIError{
 			Message: err.Error(),
 			Type:    "upstream_error",
 		}
@@ -81,7 +81,7 @@ func GetUsage(c *gin.Context) {
 		quota, err = model.GetUserUsedQuota(userId)
 	}
 	if err != nil {
-		openAIError := dto.OpenAIError{
+		openAIError := types.OpenAIError{
 			Message: err.Error(),
 			Type:    "new_api_error",
 		}
--- a/controller/channel-test.go
+++ b/controller/channel-test.go
@@ -97,6 +97,11 @@ func testChannel(channel *model.Channel, testModel string, endpointType string)
 		if channel.Type == constant.ChannelTypeVolcEngine && strings.Contains(testModel, "seedream") {
 			requestPath = "/v1/images/generations"
 		}
+
+		// responses-only models
+		if strings.Contains(strings.ToLower(testModel), "codex") {
+			requestPath = "/v1/responses"
+		}
 	}

 	c.Request = &http.Request{
@@ -176,7 +181,7 @@ func testChannel(channel *model.Channel, testModel string, endpointType string)
 		}
 	}

-	request := buildTestRequest(testModel, endpointType)
+	request := buildTestRequest(testModel, endpointType, channel)

 	info, err := relaycommon.GenRelayInfo(c, relayFormat, request, nil)

@@ -319,6 +324,16 @@ func testChannel(channel *model.Channel, testModel string, endpointType string)
 		httpResp = resp.(*http.Response)
 		if httpResp.StatusCode != http.StatusOK {
 			err := service.RelayErrorHandler(c.Request.Context(), httpResp, true)
+			common.SysError(fmt.Sprintf(
+				"channel test bad response: channel_id=%d name=%s type=%d model=%s endpoint_type=%s status=%d err=%v",
+				channel.Id,
+				channel.Name,
+				channel.Type,
+				testModel,
+				endpointType,
+				httpResp.StatusCode,
+				err,
+			))
 			return testResult{
 				context:     c,
 				localErr:    err,
@@ -351,7 +366,7 @@ 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 {
@@ -389,7 +404,7 @@ func testChannel(channel *model.Channel, testModel string, endpointType string)
 	}
 }

-func buildTestRequest(model string, endpointType string) dto.Request {
+func buildTestRequest(model string, endpointType string, channel *model.Channel) dto.Request {
 	// 根据端点类型构建不同的测试请求
 	if endpointType != "" {
 		switch constant.EndpointType(endpointType) {
@@ -423,7 +438,7 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 			}
 		case constant.EndpointTypeAnthropic, constant.EndpointTypeGemini, constant.EndpointTypeOpenAI:
 			// 返回 GeneralOpenAIRequest
-			maxTokens := uint(10)
+			maxTokens := uint(16)
 			if constant.EndpointType(endpointType) == constant.EndpointTypeGemini {
 				maxTokens = 3000
 			}
@@ -453,6 +468,14 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 		}
 	}

+	// Responses-only models (e.g. codex series)
+	if strings.Contains(strings.ToLower(model), "codex") {
+		return &dto.OpenAIResponsesRequest{
+			Model: model,
+			Input: json.RawMessage("\"hi\""),
+		}
+	}
+
 	// Chat/Completion 请求 - 返回 GeneralOpenAIRequest
 	testRequest := &dto.GeneralOpenAIRequest{
 		Model:  model,
@@ -466,7 +489,7 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 	}

 	if strings.HasPrefix(model, "o") {
-		testRequest.MaxCompletionTokens = 10
+		testRequest.MaxCompletionTokens = 16
 	} else if strings.Contains(model, "thinking") {
 		if !strings.Contains(model, "claude") {
 			testRequest.MaxTokens = 50
@@ -474,7 +497,7 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 	} else if strings.Contains(model, "gemini") {
 		testRequest.MaxTokens = 3000
 	} else {
-		testRequest.MaxTokens = 10
+		testRequest.MaxTokens = 16
 	}

 	return testRequest
--- a/controller/channel.go
+++ b/controller/channel.go
@@ -11,16 +11,18 @@ import (
 	"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/ollama"
 	"github.com/QuantumNous/new-api/service"

 	"github.com/gin-gonic/gin"
 )

 type OpenAIModel struct {
-	ID         string `json:"id"`
-	Object     string `json:"object"`
-	Created    int64  `json:"created"`
-	OwnedBy    string `json:"owned_by"`
+	ID         string         `json:"id"`
+	Object     string         `json:"object"`
+	Created    int64          `json:"created"`
+	OwnedBy    string         `json:"owned_by"`
+	Metadata   map[string]any `json:"metadata,omitempty"`
 	Permission []struct {
 		ID                 string `json:"id"`
 		Object             string `json:"object"`
@@ -165,6 +167,30 @@ func GetAllChannels(c *gin.Context) {
 	return
 }

+func buildFetchModelsHeaders(channel *model.Channel, key string) (http.Header, error) {
+	var headers http.Header
+	switch channel.Type {
+	case constant.ChannelTypeAnthropic:
+		headers = GetClaudeAuthHeader(key)
+	default:
+		headers = GetAuthHeader(key)
+	}
+
+	headerOverride := channel.GetHeaderOverride()
+	for k, v := range headerOverride {
+		str, ok := v.(string)
+		if !ok {
+			return nil, fmt.Errorf("invalid header override for key %s", k)
+		}
+		if strings.Contains(str, "{api_key}") {
+			str = strings.ReplaceAll(str, "{api_key}", key)
+		}
+		headers.Set(k, str)
+	}
+
+	return headers, nil
+}
+
 func FetchUpstreamModels(c *gin.Context) {
 	id, err := strconv.Atoi(c.Param("id"))
 	if err != nil {
@@ -183,6 +209,57 @@ func FetchUpstreamModels(c *gin.Context) {
 		baseURL = channel.GetBaseURL()
 	}

+	// 对于 Ollama 渠道，使用特殊处理
+	if channel.Type == constant.ChannelTypeOllama {
+		key := strings.Split(channel.Key, "\n")[0]
+		models, err := ollama.FetchOllamaModels(baseURL, key)
+		if err != nil {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("获取Ollama模型失败: %s", err.Error()),
+			})
+			return
+		}
+
+		result := OpenAIModelsResponse{
+			Data: make([]OpenAIModel, 0, len(models)),
+		}
+
+		for _, modelInfo := range models {
+			metadata := map[string]any{}
+			if modelInfo.Size > 0 {
+				metadata["size"] = modelInfo.Size
+			}
+			if modelInfo.Digest != "" {
+				metadata["digest"] = modelInfo.Digest
+			}
+			if modelInfo.ModifiedAt != "" {
+				metadata["modified_at"] = modelInfo.ModifiedAt
+			}
+			details := modelInfo.Details
+			if details.ParentModel != "" || details.Format != "" || details.Family != "" || len(details.Families) > 0 || details.ParameterSize != "" || details.QuantizationLevel != "" {
+				metadata["details"] = modelInfo.Details
+			}
+			if len(metadata) == 0 {
+				metadata = nil
+			}
+
+			result.Data = append(result.Data, OpenAIModel{
+				ID:       modelInfo.Name,
+				Object:   "model",
+				Created:  0,
+				OwnedBy:  "ollama",
+				Metadata: metadata,
+			})
+		}
+
+		c.JSON(http.StatusOK, gin.H{
+			"success": true,
+			"data":    result.Data,
+		})
+		return
+	}
+
 	var url string
 	switch channel.Type {
 	case constant.ChannelTypeGemini:
@@ -223,14 +300,13 @@ func FetchUpstreamModels(c *gin.Context) {
 	}
 	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
-	switch channel.Type {
-	case constant.ChannelTypeAnthropic:
-		body, err = GetResponseBody("GET", url, channel, GetClaudeAuthHeader(key))
-	default:
-		body, err = GetResponseBody("GET", url, channel, GetAuthHeader(key))
+	headers, err := buildFetchModelsHeaders(channel, key)
+	if err != nil {
+		common.ApiError(c, err)
+		return
 	}
+
+	body, err := GetResponseBody("GET", url, channel, headers)
 	if err != nil {
 		common.ApiError(c, err)
 		return
@@ -952,6 +1028,32 @@ func FetchModels(c *gin.Context) {
 		baseURL = constant.ChannelBaseURLs[req.Type]
 	}

+	// remove line breaks and extra spaces.
+	key := strings.TrimSpace(req.Key)
+	key = strings.Split(key, "\n")[0]
+
+	if req.Type == constant.ChannelTypeOllama {
+		models, err := ollama.FetchOllamaModels(baseURL, key)
+		if err != nil {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("获取Ollama模型失败: %s", err.Error()),
+			})
+			return
+		}
+
+		names := make([]string, 0, len(models))
+		for _, modelInfo := range models {
+			names = append(names, modelInfo.Name)
+		}
+
+		c.JSON(http.StatusOK, gin.H{
+			"success": true,
+			"data":    names,
+		})
+		return
+	}
+
 	client := &http.Client{}
 	url := fmt.Sprintf("%s/v1/models", baseURL)

@@ -964,10 +1066,6 @@ func FetchModels(c *gin.Context) {
 		return
 	}

-	// remove line breaks and extra spaces.
-	key := strings.TrimSpace(req.Key)
-	// If the key contains a line break, only take the first part.
-	key = strings.Split(key, "\n")[0]
 	request.Header.Set("Authorization", "Bearer "+key)

 	response, err := client.Do(request)
@@ -1617,3 +1715,262 @@ func ManageMultiKeys(c *gin.Context) {
 		return
 	}
 }
+
+// OllamaPullModel 拉取 Ollama 模型
+func OllamaPullModel(c *gin.Context) {
+	var req struct {
+		ChannelID int    `json:"channel_id"`
+		ModelName string `json:"model_name"`
+	}
+
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid request parameters",
+		})
+		return
+	}
+
+	if req.ChannelID == 0 || req.ModelName == "" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Channel ID and model name are required",
+		})
+		return
+	}
+
+	// 获取渠道信息
+	channel, err := model.GetChannelById(req.ChannelID, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+
+	// 检查是否是 Ollama 渠道
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+
+	key := strings.Split(channel.Key, "\n")[0]
+	err = ollama.PullOllamaModel(baseURL, key, req.ModelName)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"success": false,
+			"message": fmt.Sprintf("Failed to pull model: %s", err.Error()),
+		})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"message": fmt.Sprintf("Model %s pulled successfully", req.ModelName),
+	})
+}
+
+// OllamaPullModelStream 流式拉取 Ollama 模型
+func OllamaPullModelStream(c *gin.Context) {
+	var req struct {
+		ChannelID int    `json:"channel_id"`
+		ModelName string `json:"model_name"`
+	}
+
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid request parameters",
+		})
+		return
+	}
+
+	if req.ChannelID == 0 || req.ModelName == "" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Channel ID and model name are required",
+		})
+		return
+	}
+
+	// 获取渠道信息
+	channel, err := model.GetChannelById(req.ChannelID, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+
+	// 检查是否是 Ollama 渠道
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+
+	// 设置 SSE 头部
+	c.Header("Content-Type", "text/event-stream")
+	c.Header("Cache-Control", "no-cache")
+	c.Header("Connection", "keep-alive")
+	c.Header("Access-Control-Allow-Origin", "*")
+
+	key := strings.Split(channel.Key, "\n")[0]
+
+	// 创建进度回调函数
+	progressCallback := func(progress ollama.OllamaPullResponse) {
+		data, _ := json.Marshal(progress)
+		fmt.Fprintf(c.Writer, "data: %s\n\n", string(data))
+		c.Writer.Flush()
+	}
+
+	// 执行拉取
+	err = ollama.PullOllamaModelStream(baseURL, key, req.ModelName, progressCallback)
+
+	if err != nil {
+		errorData, _ := json.Marshal(gin.H{
+			"error": err.Error(),
+		})
+		fmt.Fprintf(c.Writer, "data: %s\n\n", string(errorData))
+	} else {
+		successData, _ := json.Marshal(gin.H{
+			"message": fmt.Sprintf("Model %s pulled successfully", req.ModelName),
+		})
+		fmt.Fprintf(c.Writer, "data: %s\n\n", string(successData))
+	}
+
+	// 发送结束标志
+	fmt.Fprintf(c.Writer, "data: [DONE]\n\n")
+	c.Writer.Flush()
+}
+
+// OllamaDeleteModel 删除 Ollama 模型
+func OllamaDeleteModel(c *gin.Context) {
+	var req struct {
+		ChannelID int    `json:"channel_id"`
+		ModelName string `json:"model_name"`
+	}
+
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid request parameters",
+		})
+		return
+	}
+
+	if req.ChannelID == 0 || req.ModelName == "" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Channel ID and model name are required",
+		})
+		return
+	}
+
+	// 获取渠道信息
+	channel, err := model.GetChannelById(req.ChannelID, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+
+	// 检查是否是 Ollama 渠道
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+
+	key := strings.Split(channel.Key, "\n")[0]
+	err = ollama.DeleteOllamaModel(baseURL, key, req.ModelName)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"success": false,
+			"message": fmt.Sprintf("Failed to delete model: %s", err.Error()),
+		})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"message": fmt.Sprintf("Model %s deleted successfully", req.ModelName),
+	})
+}
+
+// OllamaVersion 获取 Ollama 服务版本信息
+func OllamaVersion(c *gin.Context) {
+	id, err := strconv.Atoi(c.Param("id"))
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid channel id",
+		})
+		return
+	}
+
+	channel, err := model.GetChannelById(id, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+
+	key := strings.Split(channel.Key, "\n")[0]
+	version, err := ollama.FetchOllamaVersion(baseURL, key)
+	if err != nil {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": fmt.Sprintf("获取Ollama版本失败: %s", err.Error()),
+		})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"data": gin.H{
+			"version": version,
+		},
+	})
+}
--- a/controller/deployment.go
+++ b/controller/deployment.go
@@ -0,0 +1,781 @@
+package controller
+
+import (
+	"fmt"
+	"strconv"
+	"strings"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/pkg/ionet"
+	"github.com/gin-gonic/gin"
+)
+
+func getIoAPIKey(c *gin.Context) (string, bool) {
+	common.OptionMapRWMutex.RLock()
+	enabled := common.OptionMap["model_deployment.ionet.enabled"] == "true"
+	apiKey := common.OptionMap["model_deployment.ionet.api_key"]
+	common.OptionMapRWMutex.RUnlock()
+	if !enabled || strings.TrimSpace(apiKey) == "" {
+		common.ApiErrorMsg(c, "io.net model deployment is not enabled or api key missing")
+		return "", false
+	}
+	return apiKey, true
+}
+
+func getIoClient(c *gin.Context) (*ionet.Client, bool) {
+	apiKey, ok := getIoAPIKey(c)
+	if !ok {
+		return nil, false
+	}
+	return ionet.NewClient(apiKey), true
+}
+
+func getIoEnterpriseClient(c *gin.Context) (*ionet.Client, bool) {
+	apiKey, ok := getIoAPIKey(c)
+	if !ok {
+		return nil, false
+	}
+	return ionet.NewEnterpriseClient(apiKey), true
+}
+
+func TestIoNetConnection(c *gin.Context) {
+	var req struct {
+		APIKey string `json:"api_key"`
+	}
+
+	if err := c.ShouldBindJSON(&req); err != nil {
+		common.ApiErrorMsg(c, "invalid request payload")
+		return
+	}
+
+	apiKey := strings.TrimSpace(req.APIKey)
+	if apiKey == "" {
+		common.ApiErrorMsg(c, "api_key is required")
+		return
+	}
+
+	client := ionet.NewEnterpriseClient(apiKey)
+	result, err := client.GetMaxGPUsPerContainer()
+	if err != nil {
+		if apiErr, ok := err.(*ionet.APIError); ok {
+			message := strings.TrimSpace(apiErr.Message)
+			if message == "" {
+				message = "failed to validate api key"
+			}
+			common.ApiErrorMsg(c, message)
+			return
+		}
+		common.ApiError(c, err)
+		return
+	}
+
+	totalHardware := 0
+	totalAvailable := 0
+	if result != nil {
+		totalHardware = len(result.Hardware)
+		totalAvailable = result.Total
+		if totalAvailable == 0 {
+			for _, hw := range result.Hardware {
+				totalAvailable += hw.Available
+			}
+		}
+	}
+
+	common.ApiSuccess(c, gin.H{
+		"hardware_count":  totalHardware,
+		"total_available": totalAvailable,
+	})
+}
+
+func requireDeploymentID(c *gin.Context) (string, bool) {
+	deploymentID := strings.TrimSpace(c.Param("id"))
+	if deploymentID == "" {
+		common.ApiErrorMsg(c, "deployment ID is required")
+		return "", false
+	}
+	return deploymentID, true
+}
+
+func requireContainerID(c *gin.Context) (string, bool) {
+	containerID := strings.TrimSpace(c.Param("container_id"))
+	if containerID == "" {
+		common.ApiErrorMsg(c, "container ID is required")
+		return "", false
+	}
+	return containerID, true
+}
+
+func mapIoNetDeployment(d ionet.Deployment) map[string]interface{} {
+	var created int64
+	if d.CreatedAt.IsZero() {
+		created = time.Now().Unix()
+	} else {
+		created = d.CreatedAt.Unix()
+	}
+
+	timeRemainingHours := d.ComputeMinutesRemaining / 60
+	timeRemainingMins := d.ComputeMinutesRemaining % 60
+	var timeRemaining string
+	if timeRemainingHours > 0 {
+		timeRemaining = fmt.Sprintf("%d hour %d minutes", timeRemainingHours, timeRemainingMins)
+	} else if timeRemainingMins > 0 {
+		timeRemaining = fmt.Sprintf("%d minutes", timeRemainingMins)
+	} else {
+		timeRemaining = "completed"
+	}
+
+	hardwareInfo := fmt.Sprintf("%s %s x%d", d.BrandName, d.HardwareName, d.HardwareQuantity)
+
+	return map[string]interface{}{
+		"id":                        d.ID,
+		"deployment_name":           d.Name,
+		"container_name":            d.Name,
+		"status":                    strings.ToLower(d.Status),
+		"type":                      "Container",
+		"time_remaining":            timeRemaining,
+		"time_remaining_minutes":    d.ComputeMinutesRemaining,
+		"hardware_info":             hardwareInfo,
+		"hardware_name":             d.HardwareName,
+		"brand_name":                d.BrandName,
+		"hardware_quantity":         d.HardwareQuantity,
+		"completed_percent":         d.CompletedPercent,
+		"compute_minutes_served":    d.ComputeMinutesServed,
+		"compute_minutes_remaining": d.ComputeMinutesRemaining,
+		"created_at":                created,
+		"updated_at":                created,
+		"model_name":                "",
+		"model_version":             "",
+		"instance_count":            d.HardwareQuantity,
+		"resource_config": map[string]interface{}{
+			"cpu":    "",
+			"memory": "",
+			"gpu":    strconv.Itoa(d.HardwareQuantity),
+		},
+		"description": "",
+		"provider":    "io.net",
+	}
+}
+
+func computeStatusCounts(total int, deployments []ionet.Deployment) map[string]int64 {
+	counts := map[string]int64{
+		"all": int64(total),
+	}
+
+	for _, status := range []string{"running", "completed", "failed", "deployment requested", "termination requested", "destroyed"} {
+		counts[status] = 0
+	}
+
+	for _, d := range deployments {
+		status := strings.ToLower(strings.TrimSpace(d.Status))
+		counts[status] = counts[status] + 1
+	}
+
+	return counts
+}
+
+func GetAllDeployments(c *gin.Context) {
+	pageInfo := common.GetPageQuery(c)
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	status := c.Query("status")
+	opts := &ionet.ListDeploymentsOptions{
+		Status:    strings.ToLower(strings.TrimSpace(status)),
+		Page:      pageInfo.GetPage(),
+		PageSize:  pageInfo.GetPageSize(),
+		SortBy:    "created_at",
+		SortOrder: "desc",
+	}
+
+	dl, err := client.ListDeployments(opts)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	items := make([]map[string]interface{}, 0, len(dl.Deployments))
+	for _, d := range dl.Deployments {
+		items = append(items, mapIoNetDeployment(d))
+	}
+
+	data := gin.H{
+		"page":          pageInfo.GetPage(),
+		"page_size":     pageInfo.GetPageSize(),
+		"total":         dl.Total,
+		"items":         items,
+		"status_counts": computeStatusCounts(dl.Total, dl.Deployments),
+	}
+	common.ApiSuccess(c, data)
+}
+
+func SearchDeployments(c *gin.Context) {
+	pageInfo := common.GetPageQuery(c)
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	status := strings.ToLower(strings.TrimSpace(c.Query("status")))
+	keyword := strings.TrimSpace(c.Query("keyword"))
+
+	dl, err := client.ListDeployments(&ionet.ListDeploymentsOptions{
+		Status:    status,
+		Page:      pageInfo.GetPage(),
+		PageSize:  pageInfo.GetPageSize(),
+		SortBy:    "created_at",
+		SortOrder: "desc",
+	})
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	filtered := make([]ionet.Deployment, 0, len(dl.Deployments))
+	if keyword == "" {
+		filtered = dl.Deployments
+	} else {
+		kw := strings.ToLower(keyword)
+		for _, d := range dl.Deployments {
+			if strings.Contains(strings.ToLower(d.Name), kw) {
+				filtered = append(filtered, d)
+			}
+		}
+	}
+
+	items := make([]map[string]interface{}, 0, len(filtered))
+	for _, d := range filtered {
+		items = append(items, mapIoNetDeployment(d))
+	}
+
+	total := dl.Total
+	if keyword != "" {
+		total = len(filtered)
+	}
+
+	data := gin.H{
+		"page":      pageInfo.GetPage(),
+		"page_size": pageInfo.GetPageSize(),
+		"total":     total,
+		"items":     items,
+	}
+	common.ApiSuccess(c, data)
+}
+
+func GetDeployment(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	details, err := client.GetDeployment(deploymentID)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := map[string]interface{}{
+		"id":              details.ID,
+		"deployment_name": details.ID,
+		"model_name":      "",
+		"model_version":   "",
+		"status":          strings.ToLower(details.Status),
+		"instance_count":  details.TotalContainers,
+		"hardware_id":     details.HardwareID,
+		"resource_config": map[string]interface{}{
+			"cpu":    "",
+			"memory": "",
+			"gpu":    strconv.Itoa(details.TotalGPUs),
+		},
+		"created_at":                details.CreatedAt.Unix(),
+		"updated_at":                details.CreatedAt.Unix(),
+		"description":               "",
+		"amount_paid":               details.AmountPaid,
+		"completed_percent":         details.CompletedPercent,
+		"gpus_per_container":        details.GPUsPerContainer,
+		"total_gpus":                details.TotalGPUs,
+		"total_containers":          details.TotalContainers,
+		"hardware_name":             details.HardwareName,
+		"brand_name":                details.BrandName,
+		"compute_minutes_served":    details.ComputeMinutesServed,
+		"compute_minutes_remaining": details.ComputeMinutesRemaining,
+		"locations":                 details.Locations,
+		"container_config":          details.ContainerConfig,
+	}
+
+	common.ApiSuccess(c, data)
+}
+
+func UpdateDeploymentName(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	var req struct {
+		Name string `json:"name" binding:"required"`
+	}
+
+	if err := c.ShouldBindJSON(&req); err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	updateReq := &ionet.UpdateClusterNameRequest{
+		Name: strings.TrimSpace(req.Name),
+	}
+
+	if updateReq.Name == "" {
+		common.ApiErrorMsg(c, "deployment name cannot be empty")
+		return
+	}
+
+	available, err := client.CheckClusterNameAvailability(updateReq.Name)
+	if err != nil {
+		common.ApiError(c, fmt.Errorf("failed to check name availability: %w", err))
+		return
+	}
+
+	if !available {
+		common.ApiErrorMsg(c, "deployment name is not available, please choose a different name")
+		return
+	}
+
+	resp, err := client.UpdateClusterName(deploymentID, updateReq)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := gin.H{
+		"status":  resp.Status,
+		"message": resp.Message,
+		"id":      deploymentID,
+		"name":    updateReq.Name,
+	}
+	common.ApiSuccess(c, data)
+}
+
+func UpdateDeployment(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	var req ionet.UpdateDeploymentRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	resp, err := client.UpdateDeployment(deploymentID, &req)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := gin.H{
+		"status":        resp.Status,
+		"deployment_id": resp.DeploymentID,
+	}
+	common.ApiSuccess(c, data)
+}
+
+func ExtendDeployment(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	var req ionet.ExtendDurationRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	details, err := client.ExtendDeployment(deploymentID, &req)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := mapIoNetDeployment(ionet.Deployment{
+		ID:                      details.ID,
+		Status:                  details.Status,
+		Name:                    deploymentID,
+		CompletedPercent:        float64(details.CompletedPercent),
+		HardwareQuantity:        details.TotalGPUs,
+		BrandName:               details.BrandName,
+		HardwareName:            details.HardwareName,
+		ComputeMinutesServed:    details.ComputeMinutesServed,
+		ComputeMinutesRemaining: details.ComputeMinutesRemaining,
+		CreatedAt:               details.CreatedAt,
+	})
+
+	common.ApiSuccess(c, data)
+}
+
+func DeleteDeployment(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	resp, err := client.DeleteDeployment(deploymentID)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := gin.H{
+		"status":        resp.Status,
+		"deployment_id": resp.DeploymentID,
+		"message":       "Deployment termination requested successfully",
+	}
+	common.ApiSuccess(c, data)
+}
+
+func CreateDeployment(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	var req ionet.DeploymentRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	resp, err := client.DeployContainer(&req)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := gin.H{
+		"deployment_id": resp.DeploymentID,
+		"status":        resp.Status,
+		"message":       "Deployment created successfully",
+	}
+	common.ApiSuccess(c, data)
+}
+
+func GetHardwareTypes(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	hardwareTypes, totalAvailable, err := client.ListHardwareTypes()
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := gin.H{
+		"hardware_types":  hardwareTypes,
+		"total":           len(hardwareTypes),
+		"total_available": totalAvailable,
+	}
+	common.ApiSuccess(c, data)
+}
+
+func GetLocations(c *gin.Context) {
+	client, ok := getIoClient(c)
+	if !ok {
+		return
+	}
+
+	locationsResp, err := client.ListLocations()
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	total := locationsResp.Total
+	if total == 0 {
+		total = len(locationsResp.Locations)
+	}
+
+	data := gin.H{
+		"locations": locationsResp.Locations,
+		"total":     total,
+	}
+	common.ApiSuccess(c, data)
+}
+
+func GetAvailableReplicas(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	hardwareIDStr := c.Query("hardware_id")
+	gpuCountStr := c.Query("gpu_count")
+
+	if hardwareIDStr == "" {
+		common.ApiErrorMsg(c, "hardware_id parameter is required")
+		return
+	}
+
+	hardwareID, err := strconv.Atoi(hardwareIDStr)
+	if err != nil || hardwareID <= 0 {
+		common.ApiErrorMsg(c, "invalid hardware_id parameter")
+		return
+	}
+
+	gpuCount := 1
+	if gpuCountStr != "" {
+		if parsed, err := strconv.Atoi(gpuCountStr); err == nil && parsed > 0 {
+			gpuCount = parsed
+		}
+	}
+
+	replicas, err := client.GetAvailableReplicas(hardwareID, gpuCount)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	common.ApiSuccess(c, replicas)
+}
+
+func GetPriceEstimation(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	var req ionet.PriceEstimationRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	priceResp, err := client.GetPriceEstimation(&req)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	common.ApiSuccess(c, priceResp)
+}
+
+func CheckClusterNameAvailability(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	clusterName := strings.TrimSpace(c.Query("name"))
+	if clusterName == "" {
+		common.ApiErrorMsg(c, "name parameter is required")
+		return
+	}
+
+	available, err := client.CheckClusterNameAvailability(clusterName)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	data := gin.H{
+		"available": available,
+		"name":      clusterName,
+	}
+	common.ApiSuccess(c, data)
+}
+
+func GetDeploymentLogs(c *gin.Context) {
+	client, ok := getIoClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	containerID := c.Query("container_id")
+	if containerID == "" {
+		common.ApiErrorMsg(c, "container_id parameter is required")
+		return
+	}
+	level := c.Query("level")
+	stream := c.Query("stream")
+	cursor := c.Query("cursor")
+	limitStr := c.Query("limit")
+	follow := c.Query("follow") == "true"
+
+	var limit int = 100
+	if limitStr != "" {
+		if parsedLimit, err := strconv.Atoi(limitStr); err == nil && parsedLimit > 0 {
+			limit = parsedLimit
+			if limit > 1000 {
+				limit = 1000
+			}
+		}
+	}
+
+	opts := &ionet.GetLogsOptions{
+		Level:  level,
+		Stream: stream,
+		Limit:  limit,
+		Cursor: cursor,
+		Follow: follow,
+	}
+
+	if startTime := c.Query("start_time"); startTime != "" {
+		if t, err := time.Parse(time.RFC3339, startTime); err == nil {
+			opts.StartTime = &t
+		}
+	}
+	if endTime := c.Query("end_time"); endTime != "" {
+		if t, err := time.Parse(time.RFC3339, endTime); err == nil {
+			opts.EndTime = &t
+		}
+	}
+
+	rawLogs, err := client.GetContainerLogsRaw(deploymentID, containerID, opts)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	common.ApiSuccess(c, rawLogs)
+}
+
+func ListDeploymentContainers(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	containers, err := client.ListContainers(deploymentID)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+
+	items := make([]map[string]interface{}, 0)
+	if containers != nil {
+		items = make([]map[string]interface{}, 0, len(containers.Workers))
+		for _, ctr := range containers.Workers {
+			events := make([]map[string]interface{}, 0, len(ctr.ContainerEvents))
+			for _, event := range ctr.ContainerEvents {
+				events = append(events, map[string]interface{}{
+					"time":    event.Time.Unix(),
+					"message": event.Message,
+				})
+			}
+
+			items = append(items, map[string]interface{}{
+				"container_id":       ctr.ContainerID,
+				"device_id":          ctr.DeviceID,
+				"status":             strings.ToLower(strings.TrimSpace(ctr.Status)),
+				"hardware":           ctr.Hardware,
+				"brand_name":         ctr.BrandName,
+				"created_at":         ctr.CreatedAt.Unix(),
+				"uptime_percent":     ctr.UptimePercent,
+				"gpus_per_container": ctr.GPUsPerContainer,
+				"public_url":         ctr.PublicURL,
+				"events":             events,
+			})
+		}
+	}
+
+	response := gin.H{
+		"total":      0,
+		"containers": items,
+	}
+	if containers != nil {
+		response["total"] = containers.Total
+	}
+
+	common.ApiSuccess(c, response)
+}
+
+func GetContainerDetails(c *gin.Context) {
+	client, ok := getIoEnterpriseClient(c)
+	if !ok {
+		return
+	}
+
+	deploymentID, ok := requireDeploymentID(c)
+	if !ok {
+		return
+	}
+
+	containerID, ok := requireContainerID(c)
+	if !ok {
+		return
+	}
+
+	details, err := client.GetContainerDetails(deploymentID, containerID)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	if details == nil {
+		common.ApiErrorMsg(c, "container details not found")
+		return
+	}
+
+	events := make([]map[string]interface{}, 0, len(details.ContainerEvents))
+	for _, event := range details.ContainerEvents {
+		events = append(events, map[string]interface{}{
+			"time":    event.Time.Unix(),
+			"message": event.Message,
+		})
+	}
+
+	data := gin.H{
+		"deployment_id":      deploymentID,
+		"container_id":       details.ContainerID,
+		"device_id":          details.DeviceID,
+		"status":             strings.ToLower(strings.TrimSpace(details.Status)),
+		"hardware":           details.Hardware,
+		"brand_name":         details.BrandName,
+		"created_at":         details.CreatedAt.Unix(),
+		"uptime_percent":     details.UptimePercent,
+		"gpus_per_container": details.GPUsPerContainer,
+		"public_url":         details.PublicURL,
+		"events":             events,
+	}
+
+	common.ApiSuccess(c, data)
+}
--- a/controller/discord.go
+++ b/controller/discord.go
@@ -114,7 +114,7 @@ func DiscordOAuth(c *gin.Context) {
 		DiscordBind(c)
 		return
 	}
-		if !system_setting.GetDiscordSettings().Enabled {
+	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",
--- a/controller/model.go
+++ b/controller/model.go
@@ -18,6 +18,7 @@ import (
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
+	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
 	"github.com/samber/lo"
 )
@@ -275,7 +276,7 @@ func RetrieveModel(c *gin.Context, modelType int) {
 			c.JSON(200, aiModel)
 		}
 	} else {
-		openAIError := dto.OpenAIError{
+		openAIError := types.OpenAIError{
 			Message: fmt.Sprintf("The model '%s' does not exist", modelId),
 			Type:    "invalid_request_error",
 			Param:   "model",
--- a/controller/model_sync.go
+++ b/controller/model_sync.go
@@ -249,7 +249,9 @@ func ensureVendorID(vendorName string, vendorByName map[string]upstreamVendor, v
 	return 0
 }

-// SyncUpstreamModels 同步上游模型与供应商，仅对「未配置模型」生效
+// SyncUpstreamModels 同步上游模型与供应商：
+// - 默认仅创建「未配置模型」
+// - 可通过 overwrite 选择性覆盖更新本地已有模型的字段（前提：sync_official <> 0）
 func SyncUpstreamModels(c *gin.Context) {
 	var req syncRequest
 	// 允许空体
@@ -260,12 +262,26 @@ func SyncUpstreamModels(c *gin.Context) {
 		c.JSON(http.StatusOK, gin.H{"success": false, "message": err.Error()})
 		return
 	}
-	if len(missing) == 0 {
-		c.JSON(http.StatusOK, gin.H{"success": true, "data": gin.H{
-			"created_models":  0,
-			"created_vendors": 0,
-			"skipped_models":  []string{},
-		}})
+
+	// 若既无缺失模型需要创建，也未指定覆盖更新字段，则无需请求上游数据，直接返回
+	if len(missing) == 0 && len(req.Overwrite) == 0 {
+		modelsURL, vendorsURL := getUpstreamURLs(req.Locale)
+		c.JSON(http.StatusOK, gin.H{
+			"success": true,
+			"data": gin.H{
+				"created_models":  0,
+				"created_vendors": 0,
+				"updated_models":  0,
+				"skipped_models":  []string{},
+				"created_list":    []string{},
+				"updated_list":    []string{},
+				"source": gin.H{
+					"locale":      req.Locale,
+					"models_url":  modelsURL,
+					"vendors_url": vendorsURL,
+				},
+			},
+		})
 		return
 	}

@@ -315,9 +331,9 @@ func SyncUpstreamModels(c *gin.Context) {
 	createdModels := 0
 	createdVendors := 0
 	updatedModels := 0
-	var skipped []string
-	var createdList []string
-	var updatedList []string
+	skipped := make([]string, 0)
+	createdList := make([]string, 0)
+	updatedList := make([]string, 0)

 	// 本地缓存：vendorName -> id
 	vendorIDCache := make(map[string]int)
--- a/controller/playground.go
+++ b/controller/playground.go
@@ -3,12 +3,10 @@ package controller
 import (
 	"errors"
 	"fmt"
-	"time"

-	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/types"

 	"github.com/gin-gonic/gin"
@@ -31,8 +29,11 @@ func Playground(c *gin.Context) {
 		return
 	}

-	group := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
-	modelName := c.GetString("original_model")
+	relayInfo, err := relaycommon.GenRelayInfo(c, types.RelayFormatOpenAI, nil, nil)
+	if err != nil {
+		newAPIError = types.NewError(err, types.ErrorCodeInvalidRequest, types.ErrOptionWithSkipRetry())
+		return
+	}

 	userId := c.GetInt("id")

@@ -46,16 +47,10 @@ func Playground(c *gin.Context) {

 	tempToken := &model.Token{
 		UserId: userId,
-		Name:   fmt.Sprintf("playground-%s", group),
-		Group:  group,
+		Name:   fmt.Sprintf("playground-%s", relayInfo.UsingGroup),
+		Group:  relayInfo.UsingGroup,
 	}
 	_ = middleware.SetupContextForToken(c, tempToken)
-	_, newAPIError = getChannel(c, group, modelName, 0)
-	if newAPIError != nil {
-		return
-	}
-	//middleware.SetupContextForSelectedChannel(c, channel, playgroundRequest.Model)
-	common.SetContextKey(c, constant.ContextKeyRequestStartTime, time.Now())

 	Relay(c, types.RelayFormatOpenAI)
 }
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -2,6 +2,7 @@ package controller

 import (
 	"bytes"
+	"errors"
 	"fmt"
 	"io"
 	"log"
@@ -64,8 +65,8 @@ func geminiRelayHandler(c *gin.Context, info *relaycommon.RelayInfo) *types.NewA
 func Relay(c *gin.Context, relayFormat types.RelayFormat) {

 	requestId := c.GetString(common.RequestIdKey)
-	group := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
-	originalModel := common.GetContextKeyString(c, constant.ContextKeyOriginalModel)
+	//group := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
+	//originalModel := common.GetContextKeyString(c, constant.ContextKeyOriginalModel)

 	var (
 		newAPIError *types.NewAPIError
@@ -104,7 +105,12 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {

 	request, err := helper.GetAndValidateRequest(c, relayFormat)
 	if err != nil {
-		newAPIError = types.NewError(err, types.ErrorCodeInvalidRequest)
+		// Map "request body too large" to 413 so clients can handle it correctly
+		if common.IsRequestBodyTooLargeError(err) || errors.Is(err, common.ErrRequestBodyTooLarge) {
+			newAPIError = types.NewErrorWithStatusCode(err, types.ErrorCodeReadRequestBodyFailed, http.StatusRequestEntityTooLarge, types.ErrOptionWithSkipRetry())
+		} else {
+			newAPIError = types.NewError(err, types.ErrorCodeInvalidRequest)
+		}
 		return
 	}

@@ -114,9 +120,17 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 		return
 	}

-	meta := request.GetTokenCountMeta()
+	needSensitiveCheck := setting.ShouldCheckPromptSensitive()
+	needCountToken := constant.CountToken
+	// Avoid building huge CombineText (strings.Join) when token counting and sensitive check are both disabled.
+	var meta *types.TokenCountMeta
+	if needSensitiveCheck || needCountToken {
+		meta = request.GetTokenCountMeta()
+	} else {
+		meta = fastTokenCountMetaForPricing(request)
+	}

-	if setting.ShouldCheckPromptSensitive() {
+	if needSensitiveCheck && meta != nil {
 		contains, words := service.CheckSensitiveText(meta.CombineText)
 		if contains {
 			logger.LogWarn(c, fmt.Sprintf("user sensitive words detected: %s", strings.Join(words, ", ")))
@@ -125,13 +139,13 @@ 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 {
@@ -157,16 +171,32 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 		}
 	}()

-	for i := 0; i <= common.RetryTimes; i++ {
-		channel, err := getChannel(c, group, originalModel, i)
-		if err != nil {
-			logger.LogError(c, err.Error())
-			newAPIError = err
+	retryParam := &service.RetryParam{
+		Ctx:        c,
+		TokenGroup: relayInfo.TokenGroup,
+		ModelName:  relayInfo.OriginModelName,
+		Retry:      common.GetPointer(0),
+	}
+
+	for ; retryParam.GetRetry() <= common.RetryTimes; retryParam.IncreaseRetry() {
+		channel, channelErr := getChannel(c, relayInfo, retryParam)
+		if channelErr != nil {
+			logger.LogError(c, channelErr.Error())
+			newAPIError = channelErr
 			break
 		}

 		addUsedChannel(c, channel.Id)
-		requestBody, _ := common.GetRequestBody(c)
+		requestBody, bodyErr := common.GetRequestBody(c)
+		if bodyErr != nil {
+			// Ensure consistent 413 for oversized bodies even when error occurs later (e.g., retry path)
+			if common.IsRequestBodyTooLargeError(bodyErr) || errors.Is(bodyErr, common.ErrRequestBodyTooLarge) {
+				newAPIError = types.NewErrorWithStatusCode(bodyErr, types.ErrorCodeReadRequestBodyFailed, http.StatusRequestEntityTooLarge, types.ErrOptionWithSkipRetry())
+			} else {
+				newAPIError = types.NewErrorWithStatusCode(bodyErr, types.ErrorCodeReadRequestBodyFailed, http.StatusBadRequest, types.ErrOptionWithSkipRetry())
+			}
+			break
+		}
 		c.Request.Body = io.NopCloser(bytes.NewBuffer(requestBody))

 		switch relayFormat {
@@ -186,7 +216,7 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {

 		processChannelError(c, *types.NewChannelError(channel.Id, channel.Type, channel.Name, channel.ChannelInfo.IsMultiKey, common.GetContextKeyString(c, constant.ContextKeyChannelKey), channel.GetAutoBan()), newAPIError)

-		if !shouldRetry(c, newAPIError, common.RetryTimes-i) {
+		if !shouldRetry(c, newAPIError, common.RetryTimes-retryParam.GetRetry()) {
 			break
 		}
 	}
@@ -211,8 +241,35 @@ func addUsedChannel(c *gin.Context, channelId int) {
 	c.Set("use_channel", useChannel)
 }

-func getChannel(c *gin.Context, group, originalModel string, retryCount int) (*model.Channel, *types.NewAPIError) {
-	if retryCount == 0 {
+func fastTokenCountMetaForPricing(request dto.Request) *types.TokenCountMeta {
+	if request == nil {
+		return &types.TokenCountMeta{}
+	}
+	meta := &types.TokenCountMeta{
+		TokenType: types.TokenTypeTokenizer,
+	}
+	switch r := request.(type) {
+	case *dto.GeneralOpenAIRequest:
+		if r.MaxCompletionTokens > r.MaxTokens {
+			meta.MaxTokens = int(r.MaxCompletionTokens)
+		} else {
+			meta.MaxTokens = int(r.MaxTokens)
+		}
+	case *dto.OpenAIResponsesRequest:
+		meta.MaxTokens = int(r.MaxOutputTokens)
+	case *dto.ClaudeRequest:
+		meta.MaxTokens = int(r.MaxTokens)
+	case *dto.ImageRequest:
+		// Pricing for image requests depends on ImagePriceRatio; safe to compute even when CountToken is disabled.
+		return r.GetTokenCountMeta()
+	default:
+		// Best-effort: leave CombineText empty to avoid large allocations.
+	}
+	return meta
+}
+
+func getChannel(c *gin.Context, info *relaycommon.RelayInfo, retryParam *service.RetryParam) (*model.Channel, *types.NewAPIError) {
+	if info.ChannelMeta == nil {
 		autoBan := c.GetBool("auto_ban")
 		autoBanInt := 1
 		if !autoBan {
@@ -225,14 +282,18 @@ func getChannel(c *gin.Context, group, originalModel string, retryCount int) (*m
 			AutoBan: &autoBanInt,
 		}, nil
 	}
-	channel, selectGroup, err := service.CacheGetRandomSatisfiedChannel(c, group, originalModel, retryCount)
+	channel, selectGroup, err := service.CacheGetRandomSatisfiedChannel(retryParam)
+
+	info.PriceData.GroupRatioInfo = helper.HandleGroupRatio(c, info)
+
 	if err != nil {
-		return nil, types.NewError(fmt.Errorf("获取分组 %s 下模型 %s 的可用渠道失败（retry）: %s", selectGroup, originalModel, err.Error()), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
+		return nil, types.NewError(fmt.Errorf("获取分组 %s 下模型 %s 的可用渠道失败（retry）: %s", selectGroup, info.OriginModelName, err.Error()), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
 	}
 	if channel == nil {
-		return nil, types.NewError(fmt.Errorf("分组 %s 下模型 %s 的可用渠道不存在（retry）", selectGroup, originalModel), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
+		return nil, types.NewError(fmt.Errorf("分组 %s 下模型 %s 的可用渠道不存在（retry）", selectGroup, info.OriginModelName), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
 	}
-	newAPIError := middleware.SetupContextForSelectedChannel(c, channel, originalModel)
+
+	newAPIError := middleware.SetupContextForSelectedChannel(c, channel, info.OriginModelName)
 	if newAPIError != nil {
 		return nil, newAPIError
 	}
@@ -285,7 +346,7 @@ func processChannelError(c *gin.Context, channelError types.ChannelError, err *t
 	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 {
+	if service.ShouldDisableChannel(channelError.ChannelType, err) && channelError.AutoBan {
 		gopool.Go(func() {
 			service.DisableChannel(channelError, err.Error())
 		})
@@ -366,7 +427,7 @@ func RelayMidjourney(c *gin.Context) {
 }

 func RelayNotImplemented(c *gin.Context) {
-	err := dto.OpenAIError{
+	err := types.OpenAIError{
 		Message: "API not implemented",
 		Type:    "new_api_error",
 		Param:   "",
@@ -378,7 +439,7 @@ func RelayNotImplemented(c *gin.Context) {
 }

 func RelayNotFound(c *gin.Context) {
-	err := dto.OpenAIError{
+	err := types.OpenAIError{
 		Message: fmt.Sprintf("Invalid URL (%s %s)", c.Request.Method, c.Request.URL.Path),
 		Type:    "invalid_request_error",
 		Param:   "",
@@ -392,8 +453,6 @@ func RelayNotFound(c *gin.Context) {
 func RelayTask(c *gin.Context) {
 	retryTimes := common.RetryTimes
 	channelId := c.GetInt("channel_id")
-	group := c.GetString("group")
-	originalModel := c.GetString("original_model")
 	c.Set("use_channel", []string{fmt.Sprintf("%d", channelId)})
 	relayInfo, err := relaycommon.GenRelayInfo(c, types.RelayFormatTask, nil, nil)
 	if err != nil {
@@ -403,8 +462,14 @@ func RelayTask(c *gin.Context) {
 	if taskErr == nil {
 		retryTimes = 0
 	}
-	for i := 0; shouldRetryTaskRelay(c, channelId, taskErr, retryTimes) && i < retryTimes; i++ {
-		channel, newAPIError := getChannel(c, group, originalModel, i)
+	retryParam := &service.RetryParam{
+		Ctx:        c,
+		TokenGroup: relayInfo.TokenGroup,
+		ModelName:  relayInfo.OriginModelName,
+		Retry:      common.GetPointer(0),
+	}
+	for ; shouldRetryTaskRelay(c, channelId, taskErr, retryTimes) && retryParam.GetRetry() < retryTimes; retryParam.IncreaseRetry() {
+		channel, newAPIError := getChannel(c, relayInfo, retryParam)
 		if newAPIError != nil {
 			logger.LogError(c, fmt.Sprintf("CacheGetRandomSatisfiedChannel failed: %s", newAPIError.Error()))
 			taskErr = service.TaskErrorWrapperLocal(newAPIError.Err, "get_channel_failed", http.StatusInternalServerError)
@@ -414,10 +479,18 @@ func RelayTask(c *gin.Context) {
 		useChannel := c.GetStringSlice("use_channel")
 		useChannel = append(useChannel, fmt.Sprintf("%d", channelId))
 		c.Set("use_channel", useChannel)
-		logger.LogInfo(c, fmt.Sprintf("using channel #%d to retry (remain times %d)", channel.Id, i))
+		logger.LogInfo(c, fmt.Sprintf("using channel #%d to retry (remain times %d)", channel.Id, retryParam.GetRetry()))
 		//middleware.SetupContextForSelectedChannel(c, channel, originalModel)

-		requestBody, _ := common.GetRequestBody(c)
+		requestBody, err := common.GetRequestBody(c)
+		if err != nil {
+			if common.IsRequestBodyTooLargeError(err) || errors.Is(err, common.ErrRequestBodyTooLarge) {
+				taskErr = service.TaskErrorWrapperLocal(err, "read_request_body_failed", http.StatusRequestEntityTooLarge)
+			} else {
+				taskErr = service.TaskErrorWrapperLocal(err, "read_request_body_failed", http.StatusBadRequest)
+			}
+			break
+		}
 		c.Request.Body = io.NopCloser(bytes.NewBuffer(requestBody))
 		taskErr = taskRelayHandler(c, relayInfo)
 	}
--- a/controller/task.go
+++ b/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)
@@ -88,7 +88,7 @@ func UpdateSunoTaskAll(ctx context.Context, taskChannelM map[int][]string, taskM
 	for channelId, taskIds := range taskChannelM {
 		err := updateSunoTaskAll(ctx, channelId, taskIds, taskM)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("渠道 #%d 更新异步任务失败: %d", channelId, err.Error()))
+			logger.LogError(ctx, fmt.Sprintf("渠道 #%d 更新异步任务失败: %s", channelId, err.Error()))
 		}
 	}
 	return nil
@@ -116,9 +116,10 @@ func updateSunoTaskAll(ctx context.Context, channelId int, taskIds []string, tas
 	if adaptor == nil {
 		return errors.New("adaptor not found")
 	}
+	proxy := channel.GetSetting().Proxy
 	resp, err := adaptor.FetchTask(*channel.BaseURL, channel.Key, map[string]any{
 		"ids": taskIds,
-	})
+	}, proxy)
 	if err != nil {
 		common.SysLog(fmt.Sprintf("Get Task Do req error: %v", err))
 		return err
@@ -140,7 +141,7 @@ func updateSunoTaskAll(ctx context.Context, channelId int, taskIds []string, tas
 		return err
 	}
 	if !responseItems.IsSuccess() {
-		common.SysLog(fmt.Sprintf("渠道 #%d 未完成的任务有: %d, 成功获取到任务数: %d", channelId, len(taskIds), string(responseBody)))
+		common.SysLog(fmt.Sprintf("渠道 #%d 未完成的任务有: %d, 成功获取到任务数: %s", channelId, len(taskIds), string(responseBody)))
 		return err
 	}

--- a/controller/task_video.go
+++ b/controller/task_video.go
@@ -67,6 +67,7 @@ func updateVideoSingleTask(ctx context.Context, adaptor channel.TaskAdaptor, cha
 	if channel.GetBaseURL() != "" {
 		baseURL = channel.GetBaseURL()
 	}
+	proxy := channel.GetSetting().Proxy

 	task := taskM[taskId]
 	if task == nil {
@@ -76,7 +77,7 @@ func updateVideoSingleTask(ctx context.Context, adaptor channel.TaskAdaptor, cha
 	resp, err := adaptor.FetchTask(baseURL, channel.Key, map[string]any{
 		"task_id": taskId,
 		"action":  task.Action,
-	})
+	}, proxy)
 	if err != nil {
 		return fmt.Errorf("fetchTask failed for task %s: %w", taskId, err)
 	}
--- a/controller/token.go
+++ b/controller/token.go
@@ -1,6 +1,7 @@
 package controller

 import (
+	"fmt"
 	"net/http"
 	"strconv"
 	"strings"
@@ -142,13 +143,31 @@ func AddToken(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	if len(token.Name) > 30 {
+	if len(token.Name) > 50 {
 		c.JSON(http.StatusOK, gin.H{
 			"success": false,
 			"message": "令牌名称过长",
 		})
 		return
 	}
+	// 非无限额度时，检查额度值是否超出有效范围
+	if !token.UnlimitedQuota {
+		if token.RemainQuota < 0 {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "额度值不能为负数",
+			})
+			return
+		}
+		maxQuotaValue := int((1000000000 * common.QuotaPerUnit))
+		if token.RemainQuota > maxQuotaValue {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("额度值超出有效范围，最大值为 %d", maxQuotaValue),
+			})
+			return
+		}
+	}
 	key, err := common.GenerateKey()
 	if err != nil {
 		c.JSON(http.StatusOK, gin.H{
@@ -171,6 +190,7 @@ func AddToken(c *gin.Context) {
 		ModelLimits:        token.ModelLimits,
 		AllowIps:           token.AllowIps,
 		Group:              token.Group,
+		CrossGroupRetry:    token.CrossGroupRetry,
 	}
 	err = cleanToken.Insert()
 	if err != nil {
@@ -208,13 +228,30 @@ func UpdateToken(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	if len(token.Name) > 30 {
+	if len(token.Name) > 50 {
 		c.JSON(http.StatusOK, gin.H{
 			"success": false,
 			"message": "令牌名称过长",
 		})
 		return
 	}
+	if !token.UnlimitedQuota {
+		if token.RemainQuota < 0 {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "额度值不能为负数",
+			})
+			return
+		}
+		maxQuotaValue := int((1000000000 * common.QuotaPerUnit))
+		if token.RemainQuota > maxQuotaValue {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("额度值超出有效范围，最大值为 %d", maxQuotaValue),
+			})
+			return
+		}
+	}
 	cleanToken, err := model.GetTokenByIds(token.Id, userId)
 	if err != nil {
 		common.ApiError(c, err)
@@ -248,6 +285,7 @@ func UpdateToken(c *gin.Context) {
 		cleanToken.ModelLimits = token.ModelLimits
 		cleanToken.AllowIps = token.AllowIps
 		cleanToken.Group = token.Group
+		cleanToken.CrossGroupRetry = token.CrossGroupRetry
 	}
 	err = cleanToken.Update()
 	if err != nil {
@@ -259,7 +297,6 @@ func UpdateToken(c *gin.Context) {
 		"message": "",
 		"data":    cleanToken,
 	})
-	return
 }

 type TokenBatch struct {
--- a/controller/topup_creem.go
+++ b/controller/topup_creem.go
@@ -7,12 +7,12 @@ import (
 	"encoding/hex"
 	"encoding/json"
 	"fmt"
-	"io"
-	"log"
-	"net/http"
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting"
+	"io"
+	"log"
+	"net/http"
 	"time"

 	"github.com/gin-gonic/gin"
--- a/controller/user.go
+++ b/controller/user.go
@@ -110,18 +110,17 @@ func setupLogin(user *model.User, c *gin.Context) {
 		})
 		return
 	}
-	cleanUser := model.User{
-		Id:          user.Id,
-		Username:    user.Username,
-		DisplayName: user.DisplayName,
-		Role:        user.Role,
-		Status:      user.Status,
-		Group:       user.Group,
-	}
 	c.JSON(http.StatusOK, gin.H{
 		"message": "",
 		"success": true,
-		"data":    cleanUser,
+		"data": map[string]any{
+			"id":           user.Id,
+			"username":     user.Username,
+			"display_name": user.DisplayName,
+			"role":         user.Role,
+			"status":       user.Status,
+			"group":        user.Group,
+		},
 	})
 }

@@ -764,7 +763,10 @@ func checkUpdatePassword(originalPassword string, newPassword string, userId int
 	if err != nil {
 		return
 	}
-	if !common.ValidatePasswordAndHash(originalPassword, currentUser.Password) {
+
+	// 密码不为空,需要验证原密码
+	// 支持第一次账号绑定时原密码为空的情况
+	if !common.ValidatePasswordAndHash(originalPassword, currentUser.Password) && currentUser.Password != "" {
 		err = fmt.Errorf("原密码错误")
 		return
 	}
--- a/controller/video_proxy.go
+++ b/controller/video_proxy.go
@@ -1,6 +1,7 @@
 package controller

 import (
+	"context"
 	"fmt"
 	"io"
 	"net/http"
@@ -10,6 +11,7 @@ import (
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/service"

 	"github.com/gin-gonic/gin"
 )
@@ -75,11 +77,22 @@ func VideoProxy(c *gin.Context) {
 	}

 	var videoURL string
-	client := &http.Client{
-		Timeout: 60 * time.Second,
+	proxy := channel.GetSetting().Proxy
+	client, err := service.GetHttpClientWithProxy(proxy)
+	if err != nil {
+		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to create proxy client for task %s: %s", taskID, err.Error()))
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"error": gin.H{
+				"message": "Failed to create proxy client",
+				"type":    "server_error",
+			},
+		})
+		return
 	}

-	req, err := http.NewRequestWithContext(c.Request.Context(), http.MethodGet, "", nil)
+	ctx, cancel := context.WithTimeout(c.Request.Context(), 60*time.Second)
+	defer cancel()
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, "", nil)
 	if err != nil {
 		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to create request: %s", err.Error()))
 		c.JSON(http.StatusInternalServerError, gin.H{
--- a/controller/video_proxy_gemini.go
+++ b/controller/video_proxy_gemini.go
@@ -35,10 +35,11 @@ func getGeminiVideoURL(channel *model.Channel, task *model.Task, apiKey string)
 		return "", fmt.Errorf("api key not available for task")
 	}

+	proxy := channel.GetSetting().Proxy
 	resp, err := adaptor.FetchTask(baseURL, apiKey, map[string]any{
 		"task_id": task.TaskID,
 		"action":  task.Action,
-	})
+	}, proxy)
 	if err != nil {
 		return "", fmt.Errorf("fetch task failed: %w", err)
 	}
--- a/docs/api/api_auth.md
+++ b/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。
-
--- a/docs/api/web_api.md
+++ b/docs/api/web_api.md
@@ -1,198 +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/discord | 公开 | Discord 通用 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
--- a/docs/ionet-client.md
+++ b/docs/ionet-client.md
@@ -0,0 +1,7 @@
+Request URL
+https://api.io.solutions/v1/io-cloud/clusters/654fc0a9-0d4a-4db4-9b95-3f56189348a2/update-name
+Request Method
+PUT
+
+{"status":"succeeded","message":"Cluster name updated successfully"}
+
--- a/docs/models/Midjourney.md
+++ b/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
--- a/docs/models/Rerank.md
+++ b/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
-  }
-}
-```
--- a/docs/models/Suno.md
+++ b/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
--- a/docs/openapi/api.json
+++ b/docs/openapi/api.json
--- a/docs/openapi/relay.json
+++ b/docs/openapi/relay.json
--- a/dto/audio.go
+++ b/dto/audio.go
@@ -2,6 +2,7 @@ package dto

 import (
 	"encoding/json"
+	"strings"

 	"github.com/QuantumNous/new-api/types"

@@ -24,11 +25,14 @@ func (r *AudioRequest) GetTokenCountMeta() *types.TokenCountMeta {
 		CombineText: r.Input,
 		TokenType:   types.TokenTypeTextNumber,
 	}
+	if strings.Contains(r.Model, "gpt") {
+		meta.TokenType = types.TokenTypeTokenizer
+	}
 	return meta
 }

 func (r *AudioRequest) IsStream(c *gin.Context) bool {
-	return false
+	return r.StreamFormat == "sse"
 }

 func (r *AudioRequest) SetModelName(modelName string) {
--- a/dto/error.go
+++ b/dto/error.go
@@ -1,26 +1,32 @@
 package dto

-import "github.com/QuantumNous/new-api/types"
+import (
+	"encoding/json"

-type OpenAIError struct {
-	Message string `json:"message"`
-	Type    string `json:"type"`
-	Param   string `json:"param"`
-	Code    any    `json:"code"`
-}
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/types"
+)
+
+//type OpenAIError struct {
+//	Message string `json:"message"`
+//	Type    string `json:"type"`
+//	Param   string `json:"param"`
+//	Code    any    `json:"code"`
+//}

 type OpenAIErrorWithStatusCode struct {
-	Error      OpenAIError `json:"error"`
-	StatusCode int         `json:"status_code"`
+	Error      types.OpenAIError `json:"error"`
+	StatusCode int               `json:"status_code"`
 	LocalError bool
 }

 type GeneralErrorResponse struct {
-	Error    types.OpenAIError `json:"error"`
-	Message  string            `json:"message"`
-	Msg      string            `json:"msg"`
-	Err      string            `json:"err"`
-	ErrorMsg string            `json:"error_msg"`
+	Error    json.RawMessage `json:"error"`
+	Message  string          `json:"message"`
+	Msg      string          `json:"msg"`
+	Err      string          `json:"err"`
+	ErrorMsg string          `json:"error_msg"`
+	Metadata json.RawMessage   `json:"metadata,omitempty"`
 	Header   struct {
 		Message string `json:"message"`
 	} `json:"header"`
@@ -31,9 +37,35 @@ type GeneralErrorResponse struct {
 	} `json:"response"`
 }

+func (e GeneralErrorResponse) TryToOpenAIError() *types.OpenAIError {
+	var openAIError types.OpenAIError
+	if len(e.Error) > 0 {
+		err := common.Unmarshal(e.Error, &openAIError)
+		if err == nil && openAIError.Message != "" {
+			return &openAIError
+		}
+	}
+	return nil
+}
+
 func (e GeneralErrorResponse) ToMessage() string {
-	if e.Error.Message != "" {
-		return e.Error.Message
+	if len(e.Error) > 0 {
+		switch common.GetJsonType(e.Error) {
+		case "object":
+			var openAIError types.OpenAIError
+			err := common.Unmarshal(e.Error, &openAIError)
+			if err == nil && openAIError.Message != "" {
+				return openAIError.Message
+			}
+		case "string":
+			var msg string
+			err := common.Unmarshal(e.Error, &msg)
+			if err == nil && msg != "" {
+				return msg
+			}
+		default:
+			return string(e.Error)
+		}
 	}
 	if e.Message != "" {
 		return e.Message
--- a/dto/gemini.go
+++ b/dto/gemini.go
@@ -22,6 +22,27 @@ type GeminiChatRequest struct {
 	CachedContent      string                     `json:"cachedContent,omitempty"`
 }

+// UnmarshalJSON allows GeminiChatRequest to accept both snake_case and camelCase fields.
+func (r *GeminiChatRequest) UnmarshalJSON(data []byte) error {
+	type Alias GeminiChatRequest
+	var aux struct {
+		Alias
+		SystemInstructionSnake *GeminiChatContent `json:"system_instruction,omitempty"`
+	}
+
+	if err := common.Unmarshal(data, &aux); err != nil {
+		return err
+	}
+
+	*r = GeminiChatRequest(aux.Alias)
+
+	if aux.SystemInstructionSnake != nil {
+		r.SystemInstructions = aux.SystemInstructionSnake
+	}
+
+	return nil
+}
+
 type ToolConfig struct {
 	FunctionCallingConfig *FunctionCallingConfig `json:"functionCallingConfig,omitempty"`
 	RetrievalConfig       *RetrievalConfig       `json:"retrievalConfig,omitempty"`
@@ -142,7 +163,7 @@ type GeminiThinkingConfig struct {
 	IncludeThoughts bool `json:"includeThoughts,omitempty"`
 	ThinkingBudget  *int `json:"thinkingBudget,omitempty"`
 	// TODO Conflict with thinkingbudget.
-	ThinkingLevel json.RawMessage `json:"thinkingLevel,omitempty"`
+	ThinkingLevel string `json:"thinkingLevel,omitempty"`
 }

 // UnmarshalJSON allows GeminiThinkingConfig to accept both snake_case and camelCase fields.
@@ -150,9 +171,9 @@ 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   json.RawMessage `json:"thinking_level,omitempty"`
+		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 {
@@ -169,7 +190,7 @@ func (c *GeminiThinkingConfig) UnmarshalJSON(data []byte) error {
 		c.ThinkingBudget = aux.ThinkingBudgetSnake
 	}

-	if len(aux.ThinkingLevelSnake) > 0 {
+	if aux.ThinkingLevelSnake != "" {
 		c.ThinkingLevel = aux.ThinkingLevelSnake
 	}

--- a/dto/openai_image.go
+++ b/dto/openai_image.go
@@ -27,8 +27,11 @@ type ImageRequest struct {
 	OutputCompression json.RawMessage `json:"output_compression,omitempty"`
 	PartialImages     json.RawMessage `json:"partial_images,omitempty"`
 	// Stream            bool            `json:"stream,omitempty"`
-	Watermark *bool           `json:"watermark,omitempty"`
-	Image     json.RawMessage `json:"image,omitempty"`
+	Watermark *bool `json:"watermark,omitempty"`
+	// zhipu 4v
+	WatermarkEnabled json.RawMessage `json:"watermark_enabled,omitempty"`
+	UserId           json.RawMessage `json:"user_id,omitempty"`
+	Image            json.RawMessage `json:"image,omitempty"`
 	// 用匿名参数接收额外参数
 	Extra map[string]json.RawMessage `json:"-"`
 }
@@ -164,12 +167,12 @@ func (i *ImageRequest) SetModelName(modelName string) {
 }

 type ImageResponse struct {
-	Data    []ImageData `json:"data"`
-	Created int64       `json:"created"`
-	Extra   any         `json:"extra,omitempty"`
+	Data     []ImageData     `json:"data"`
+	Created  int64           `json:"created"`
+	Metadata json.RawMessage `json:"metadata,omitempty"`
 }
 type ImageData struct {
-	Url           string `json:"url,omitempty"`
-	B64Json       string `json:"b64_json,omitempty"`
-	RevisedPrompt string `json:"revised_prompt,omitempty"`
+	Url           string `json:"url"`
+	B64Json       string `json:"b64_json"`
+	RevisedPrompt string `json:"revised_prompt"`
 }
--- a/dto/openai_request.go
+++ b/dto/openai_request.go
@@ -23,6 +23,8 @@ type FormatJsonSchema struct {
 	Strict      json.RawMessage `json:"strict,omitempty"`
 }

+// GeneralOpenAIRequest represents a general request structure for OpenAI-compatible APIs.
+// 参数增加规范：无引用的参数必须使用json.RawMessage类型，并添加omitempty标签
 type GeneralOpenAIRequest struct {
 	Model               string            `json:"model,omitempty"`
 	Messages            []Message         `json:"messages,omitempty"`
@@ -82,7 +84,9 @@ type GeneralOpenAIRequest struct {
 	Reasoning json.RawMessage `json:"reasoning,omitempty"`
 	// Ali Qwen Params
 	VlHighResolutionImages json.RawMessage `json:"vl_high_resolution_images,omitempty"`
-	EnableThinking         any             `json:"enable_thinking,omitempty"`
+	EnableThinking         json.RawMessage `json:"enable_thinking,omitempty"`
+	ChatTemplateKwargs     json.RawMessage `json:"chat_template_kwargs,omitempty"`
+	EnableSearch           json.RawMessage `json:"enable_search,omitempty"`
 	// ollama Params
 	Think json.RawMessage `json:"think,omitempty"`
 	// baidu v2
--- a/go.mod
+++ b/go.mod
@@ -27,15 +27,17 @@ require (
 	github.com/golang-jwt/jwt/v5 v5.3.0
 	github.com/google/uuid v1.6.0
 	github.com/gorilla/websocket v1.5.0
+	github.com/grafana/pyroscope-go v1.2.7
 	github.com/jfreymuth/oggvorbis v1.0.5
 	github.com/jinzhu/copier v0.4.0
 	github.com/joho/godotenv v1.5.1
 	github.com/mewkiz/flac v1.0.13
 	github.com/pkg/errors v0.9.1
 	github.com/pquerna/otp v1.5.0
-	github.com/samber/lo v1.39.0
+	github.com/samber/lo v1.52.0
 	github.com/shirou/gopsutil v3.21.11+incompatible
 	github.com/shopspring/decimal v1.4.0
+	github.com/stretchr/testify v1.11.1
 	github.com/stripe/stripe-go/v81 v81.4.0
 	github.com/tcolgate/mp3 v0.0.0-20170426193717-e79c5a46d300
 	github.com/thanhpk/randstr v1.0.6
@@ -62,6 +64,7 @@ require (
 	github.com/bytedance/sonic/loader v0.3.0 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/cloudwego/base64x v0.1.6 // indirect
+	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
 	github.com/dlclark/regexp2 v1.11.5 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
@@ -77,11 +80,11 @@ require (
 	github.com/go-sql-driver/mysql v1.7.0 // indirect
 	github.com/go-webauthn/x v0.1.25 // indirect
 	github.com/goccy/go-json v0.10.2 // indirect
-	github.com/google/go-cmp v0.6.0 // indirect
 	github.com/google/go-tpm v0.9.5 // indirect
 	github.com/gorilla/context v1.1.1 // indirect
 	github.com/gorilla/securecookie v1.1.1 // indirect
 	github.com/gorilla/sessions v1.2.1 // indirect
+	github.com/grafana/pyroscope-go/godeltaprof v0.1.9 // indirect
 	github.com/icza/bitio v1.1.0 // indirect
 	github.com/jackc/pgpassfile v1.0.0 // indirect
 	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
@@ -91,6 +94,7 @@ require (
 	github.com/jinzhu/inflection v1.0.0 // indirect
 	github.com/jinzhu/now v1.1.5 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/klauspost/compress v1.17.8 // indirect
 	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
@@ -99,8 +103,11 @@ require (
 	github.com/mitchellh/mapstructure v1.5.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/ncruces/go-strftime v0.1.9 // indirect
 	github.com/pelletier/go-toml/v2 v2.2.1 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
+	github.com/stretchr/objx v0.5.2 // indirect
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.0 // indirect
 	github.com/tklauser/go-sysconf v0.3.12 // indirect
@@ -110,13 +117,13 @@ require (
 	github.com/x448/float16 v0.8.4 // indirect
 	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/exp v0.0.0-20250620022241-b7579e27df2b // 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
-	modernc.org/mathutil v1.5.0 // indirect
-	modernc.org/memory v1.5.0 // indirect
-	modernc.org/sqlite v1.23.1 // indirect
+	modernc.org/libc v1.66.10 // indirect
+	modernc.org/mathutil v1.7.1 // indirect
+	modernc.org/memory v1.11.0 // indirect
+	modernc.org/sqlite v1.40.1 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -118,8 +118,8 @@ github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeN
 github.com/google/go-tpm v0.9.5 h1:ocUmnDebX54dnW+MQWGQRbdaAcJELsa6PqZhJ48KwVU=
 github.com/google/go-tpm v0.9.5/go.mod h1:h9jEsEECg7gtLis0upRBQU+GhYVH6jMjrFxI8u6bVUY=
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
-github.com/google/pprof v0.0.0-20221118152302-e6195bd50e26 h1:Xim43kblpZXfIBQsbuBVKCudVG457BR2GZFIz3uw3hQ=
-github.com/google/pprof v0.0.0-20221118152302-e6195bd50e26/go.mod h1:dDKJzRmX4S37WGHujM7tX//fmj1uioxKzKxz3lo4HJo=
+github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e h1:ijClszYn+mADRFY17kjQEVQ1XRhq2/JR1M3sGqeJoxs=
+github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
@@ -131,6 +131,10 @@ github.com/gorilla/sessions v1.2.1 h1:DHd3rPN5lE3Ts3D8rKkQ8x/0kqfeNmBAaiSi+o7Fsg
 github.com/gorilla/sessions v1.2.1/go.mod h1:dk2InVEVJ0sfLlnXv9EAgkf6ecYs/i80K/zI+bUmuGM=
 github.com/gorilla/websocket v1.5.0 h1:PPwGk2jz7EePpoHN/+ClbZu8SPxiqlu12wZP/3sWmnc=
 github.com/gorilla/websocket v1.5.0/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
+github.com/grafana/pyroscope-go v1.2.7 h1:VWBBlqxjyR0Cwk2W6UrE8CdcdD80GOFNutj0Kb1T8ac=
+github.com/grafana/pyroscope-go v1.2.7/go.mod h1:o/bpSLiJYYP6HQtvcoVKiE9s5RiNgjYTj1DhiddP2Pc=
+github.com/grafana/pyroscope-go/godeltaprof v0.1.9 h1:c1Us8i6eSmkW+Ez05d3co8kasnuOY813tbMN8i/a3Og=
+github.com/grafana/pyroscope-go/godeltaprof v0.1.9/go.mod h1:2+l7K7twW49Ct4wFluZD3tZ6e0SjanjcUUBPVD/UuGU=
 github.com/icza/bitio v1.1.0 h1:ysX4vtldjdi3Ygai5m1cWy4oLkhWTAi+SyO6HC8L9T0=
 github.com/icza/bitio v1.1.0/go.mod h1:0jGnlLAx8MKMr9VGnn/4YrvZiprkvBelsVIbA9Jjr9A=
 github.com/icza/mighty v0.0.0-20180919140131-cfd07d671de6 h1:8UsGZ2rr2ksmEru6lToqnXgA8Mz1DP11X4zSJ159C3k=
@@ -159,12 +163,15 @@ github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwA
 github.com/json-iterator/go v1.1.9/go.mod h1:KdQUCv79m/52Kvf8AW2vK1V8akMuk1QjK/uOdHXbAo4=
 github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
 github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
+github.com/klauspost/compress v1.17.8 h1:YcnTYrq7MikUT7k0Yb5eceMmALQPYBW/Xltxn0NAMnU=
+github.com/klauspost/compress v1.17.8/go.mod h1:Di0epgTjJY877eYKx5yC51cX2A2Vl2ibi7bDH9ttBbw=
 github.com/klauspost/cpuid/v2 v2.3.0 h1:S4CRMLnYUhGeDFDqkGriYKdfoFlDnMtqTiI/sFzhA9Y=
 github.com/klauspost/cpuid/v2 v2.3.0/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
 github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
 github.com/kr/pretty v0.2.1/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI=
-github.com/kr/pretty v0.3.0 h1:WgNl7dwNpEZ6jJ9k1snq4pZsg7DOEN8hP9Xw0Tsjwk0=
 github.com/kr/pretty v0.3.0/go.mod h1:640gp4NfQd8pI5XOwp5fnNeVWj67G7CFk/SaSQn7NBk=
+github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
+github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
 github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
 github.com/kr/pty v1.1.8/go.mod h1:O1sed60cT9XZ5uDucP5qwvh+TE3NnUj51EiZO/lmSfw=
 github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
@@ -193,6 +200,8 @@ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJ
 github.com/modern-go/reflect2 v0.0.0-20180701023420-4b7aa43c6742/go.mod h1:bx2lNnkwVCuqBIxFjflWJWanXIb3RllmbCylyMrvgv0=
 github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
+github.com/ncruces/go-strftime v0.1.9 h1:bY0MQC28UADQmHmaF5dgpLmImcShSi2kHU9XLdhx/f4=
+github.com/ncruces/go-strftime v0.1.9/go.mod h1:Fwc5htZGVVkseilnfgOVb9mKy6w1naJmn9CehxcKcls=
 github.com/nxadm/tail v1.4.8 h1:nPr65rt6Y5JFSKQO7qToXr7pePgD6Gwiw05lkbyAQTE=
 github.com/nxadm/tail v1.4.8/go.mod h1:+ncqLTQzXmGhMZNUePPaPqPvBxHAIsmXswZKocGu+AU=
 github.com/onsi/ginkgo v1.16.5 h1:8xi0RTUf59SOSfEtZMvwTvXYMzG4gV23XVHOZiXNtnE=
@@ -211,14 +220,13 @@ github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZb
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/pquerna/otp v1.5.0 h1:NMMR+WrmaqXU4EzdGJEE1aUUI0AMRzsp96fFFWNPwxs=
 github.com/pquerna/otp v1.5.0/go.mod h1:dkJfzwRKNiegxyNb54X/3fLwhCynbMspSyWKnvi1AEg=
-github.com/remyoudompheng/bigfft v0.0.0-20200410134404-eec4a21b6bb0/go.mod h1:qqbHyh8v60DhA7CoWK5oRCqLrMHRGoxYCSS9EjAz6Eo=
 github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec h1:W09IVJc94icq4NjY3clb7Lk8O1qJ8BdBEF8z0ibU0rE=
 github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec/go.mod h1:qqbHyh8v60DhA7CoWK5oRCqLrMHRGoxYCSS9EjAz6Eo=
 github.com/rogpeppe/go-internal v1.6.1/go.mod h1:xXDCJY+GAPziupqXw64V24skbSoqbTEfhy4qGm1nDQc=
 github.com/rogpeppe/go-internal v1.8.0 h1:FCbCCtXNOY3UtUuHUYaghJg4y7Fd14rXifAYUAtL9R8=
 github.com/rogpeppe/go-internal v1.8.0/go.mod h1:WmiCO8CzOY8rg0OYDC4/i/2WRWAB6poM+XZ2dLUbcbE=
-github.com/samber/lo v1.39.0 h1:4gTz1wUhNYLhFSKl6O+8peW0v2F4BCY034GRpU9WnuA=
-github.com/samber/lo v1.39.0/go.mod h1:+m/ZKRl6ClXCE2Lgf3MsQlWfh4bn1bz6CXEOxnEXnEA=
+github.com/samber/lo v1.52.0 h1:Rvi+3BFHES3A8meP33VPAxiBZX/Aws5RxrschYGjomw=
+github.com/samber/lo v1.52.0/go.mod h1:4+MXEGsJzbKGaUEQFKBq2xtfuznW9oz/WrgyzMzRoM0=
 github.com/shirou/gopsutil v3.21.11+incompatible h1:+1+c1VGhc88SSonWP6foOcLhvnKlUeu/erjjvaPEYiI=
 github.com/shirou/gopsutil v3.21.11+incompatible/go.mod h1:5b4v6he4MtMOwMlS0TUMTu2PcXUg8+E1lC7eC3UO/RA=
 github.com/shopspring/decimal v1.4.0 h1:bxl37RwXBklmTi0C79JfXCEBD1cqqHt0bbgBAGFp81k=
@@ -226,6 +234,7 @@ github.com/shopspring/decimal v1.4.0/go.mod h1:gawqmDU56v4yIKSwfBSFip1HdCCXN8/+D
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
 github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
 github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
+github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
 github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
@@ -283,10 +292,12 @@ 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 v0.45.0 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/exp v0.0.0-20250620022241-b7579e27df2b h1:M2rDM6z3Fhozi9O7NWsxAkg/yqS/lQJ6PmkyIV3YP+o=
+golang.org/x/exp v0.0.0-20250620022241-b7579e27df2b/go.mod h1:3//PLf8L/X+8b4vuAfHzxeRUl04Adcb341+IGKfnqS8=
 golang.org/x/image v0.23.0 h1:HseQ7c2OpPKTPVzNjG5fwJsOTCiiwS4QdsYi5XU6H68=
 golang.org/x/image v0.23.0/go.mod h1:wJJBTdLfCCf3tiHa1fNxpZmUI4mmoZvwMCPP0ddoNKY=
+golang.org/x/mod v0.29.0 h1:HV8lRxZC4l2cr3Zq1LvtOsi/ThTgWnUk/y64QSs8GwA=
+golang.org/x/mod v0.29.0/go.mod h1:NyhrlYXJ2H4eJiRy/WDBO6HMqZQ6q9nk4JzS3NuCK+w=
 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 v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
@@ -314,6 +325,8 @@ golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 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/tools v0.38.0 h1:Hx2Xv8hISq8Lm16jvBZ2VQf+RLmbd7wVUsALibYI/IQ=
+golang.org/x/tools v0.38.0/go.mod h1:yEsQ/d/YK8cjh0L6rZlY8tgtlKiBNTL14pGDJPJpYQs=
 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=
 google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
@@ -343,11 +356,29 @@ gorm.io/driver/postgres v1.5.2/go.mod h1:fmpX0m2I1PKuR7mKZiEluwrP3hbs+ps7JIGMUBp
 gorm.io/gorm v1.23.8/go.mod h1:l2lP/RyAtc1ynaTjFksBde/O8v9oOGIApu2/xRitmZk=
 gorm.io/gorm v1.25.2 h1:gs1o6Vsa+oVKG/a9ElL3XgyGfghFfkKA2SInQaCyMho=
 gorm.io/gorm v1.25.2/go.mod h1:L4uxeKpfBml98NYqVqwAdmV1a2nBtAec/cf3fpucW/k=
-modernc.org/libc v1.22.5 h1:91BNch/e5B0uPbJFgqbxXuOnxBQjlS//icfQEGmvyjE=
-modernc.org/libc v1.22.5/go.mod h1:jj+Z7dTNX8fBScMVNRAYZ/jF91K8fdT2hYMThc3YjBY=
-modernc.org/mathutil v1.5.0 h1:rV0Ko/6SfM+8G+yKiyI830l3Wuz1zRutdslNoQ0kfiQ=
-modernc.org/mathutil v1.5.0/go.mod h1:mZW8CKdRPY1v87qxC/wUdX5O1qDzXMP5TH3wjfpga6E=
-modernc.org/memory v1.5.0 h1:N+/8c5rE6EqugZwHii4IFsaJ7MUhoWX07J5tC/iI5Ds=
-modernc.org/memory v1.5.0/go.mod h1:PkUhL0Mugw21sHPeskwZW4D6VscE/GQJOnIpCnW6pSU=
-modernc.org/sqlite v1.23.1 h1:nrSBg4aRQQwq59JpvGEQ15tNxoO5pX/kUjcRNwSAGQM=
-modernc.org/sqlite v1.23.1/go.mod h1:OrDj17Mggn6MhE+iPbBNf7RGKODDE9NFT0f3EwDzJqk=
+modernc.org/cc/v4 v4.26.5 h1:xM3bX7Mve6G8K8b+T11ReenJOT+BmVqQj0FY5T4+5Y4=
+modernc.org/cc/v4 v4.26.5/go.mod h1:uVtb5OGqUKpoLWhqwNQo/8LwvoiEBLvZXIQ/SmO6mL0=
+modernc.org/ccgo/v4 v4.28.1 h1:wPKYn5EC/mYTqBO373jKjvX2n+3+aK7+sICCv4Fjy1A=
+modernc.org/ccgo/v4 v4.28.1/go.mod h1:uD+4RnfrVgE6ec9NGguUNdhqzNIeeomeXf6CL0GTE5Q=
+modernc.org/fileutil v1.3.40 h1:ZGMswMNc9JOCrcrakF1HrvmergNLAmxOPjizirpfqBA=
+modernc.org/fileutil v1.3.40/go.mod h1:HxmghZSZVAz/LXcMNwZPA/DRrQZEVP9VX0V4LQGQFOc=
+modernc.org/gc/v2 v2.6.5 h1:nyqdV8q46KvTpZlsw66kWqwXRHdjIlJOhG6kxiV/9xI=
+modernc.org/gc/v2 v2.6.5/go.mod h1:YgIahr1ypgfe7chRuJi2gD7DBQiKSLMPgBQe9oIiito=
+modernc.org/goabi0 v0.2.0 h1:HvEowk7LxcPd0eq6mVOAEMai46V+i7Jrj13t4AzuNks=
+modernc.org/goabi0 v0.2.0/go.mod h1:CEFRnnJhKvWT1c1JTI3Avm+tgOWbkOu5oPA8eH8LnMI=
+modernc.org/libc v1.66.10 h1:yZkb3YeLx4oynyR+iUsXsybsX4Ubx7MQlSYEw4yj59A=
+modernc.org/libc v1.66.10/go.mod h1:8vGSEwvoUoltr4dlywvHqjtAqHBaw0j1jI7iFBTAr2I=
+modernc.org/mathutil v1.7.1 h1:GCZVGXdaN8gTqB1Mf/usp1Y/hSqgI2vAGGP4jZMCxOU=
+modernc.org/mathutil v1.7.1/go.mod h1:4p5IwJITfppl0G4sUEDtCr4DthTaT47/N3aT6MhfgJg=
+modernc.org/memory v1.11.0 h1:o4QC8aMQzmcwCK3t3Ux/ZHmwFPzE6hf2Y5LbkRs+hbI=
+modernc.org/memory v1.11.0/go.mod h1:/JP4VbVC+K5sU2wZi9bHoq2MAkCnrt2r98UGeSK7Mjw=
+modernc.org/opt v0.1.4 h1:2kNGMRiUjrp4LcaPuLY2PzUfqM/w9N23quVwhKt5Qm8=
+modernc.org/opt v0.1.4/go.mod h1:03fq9lsNfvkYSfxrfUhZCWPk1lm4cq4N+Bh//bEtgns=
+modernc.org/sortutil v1.2.1 h1:+xyoGf15mM3NMlPDnFqrteY07klSFxLElE2PVuWIJ7w=
+modernc.org/sortutil v1.2.1/go.mod h1:7ZI3a3REbai7gzCLcotuw9AC4VZVpYMjDzETGsSMqJE=
+modernc.org/sqlite v1.40.1 h1:VfuXcxcUWWKRBuP8+BR9L7VnmusMgBNNnBYGEe9w/iY=
+modernc.org/sqlite v1.40.1/go.mod h1:9fjQZ0mB1LLP0GYrp39oOJXx/I2sxEnZtzCmEQIKvGE=
+modernc.org/strutil v1.2.1 h1:UneZBkQA+DX2Rp35KcM69cSsNES9ly8mQWD71HKlOA0=
+modernc.org/strutil v1.2.1/go.mod h1:EHkiggD70koQxjVdSBM3JKM7k6L0FbGE5eymy9i3B9A=
+modernc.org/token v1.1.0 h1:Xl7Ap9dKaEs5kLoOQeQmPWevfnk/DM5qcLcYlA8ys6Y=
+modernc.org/token v1.1.0/go.mod h1:UGzOrNV1mAFSEB63lOFHIpNRUVMvYTc6yu1SMY/XTDM=
--- a/main.go
+++ b/main.go
@@ -124,6 +124,11 @@ func main() {
 		common.SysLog("pprof enabled")
 	}

+	err = common.StartPyroScope()
+	if err != nil {
+		common.SysError(fmt.Sprintf("start pyroscope error : %v", err))
+	}
+
 	// Initialize HTTP server
 	server := gin.New()
 	server.Use(gin.CustomRecovery(func(c *gin.Context, err any) {
@@ -183,6 +188,7 @@ func InjectUmamiAnalytics() {
 		analyticsInjectBuilder.WriteString(umamiSiteID)
 		analyticsInjectBuilder.WriteString("\"></script>")
 	}
+	analyticsInjectBuilder.WriteString("<!--Umami QuantumNous-->\n")
 	analyticsInject := analyticsInjectBuilder.String()
 	indexPage = bytes.ReplaceAll(indexPage, []byte("<!--umami-->\n"), []byte(analyticsInject))
 }
@@ -204,6 +210,7 @@ func InjectGoogleAnalytics() {
 		analyticsInjectBuilder.WriteString("');")
 		analyticsInjectBuilder.WriteString("</script>")
 	}
+	analyticsInjectBuilder.WriteString("<!--Google Analytics QuantumNous-->\n")
 	analyticsInject := analyticsInjectBuilder.String()
 	indexPage = bytes.ReplaceAll(indexPage, []byte("<!--Google Analytics-->\n"), []byte(analyticsInject))
 }
--- a/middleware/auth.go
+++ b/middleware/auth.go
@@ -2,12 +2,14 @@ package middleware

 import (
 	"fmt"
+	"net"
 	"net/http"
 	"strconv"
 	"strings"

 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
@@ -216,10 +218,14 @@ func TokenAuth() func(c *gin.Context) {
 		}
 		key := c.Request.Header.Get("Authorization")
 		parts := make([]string, 0)
-		key = strings.TrimPrefix(key, "Bearer ")
+		if strings.HasPrefix(key, "Bearer ") || strings.HasPrefix(key, "bearer ") {
+			key = strings.TrimSpace(key[7:])
+		}
 		if key == "" || key == "midjourney-proxy" {
 			key = c.Request.Header.Get("mj-api-secret")
-			key = strings.TrimPrefix(key, "Bearer ")
+			if strings.HasPrefix(key, "Bearer ") || strings.HasPrefix(key, "bearer ") {
+				key = strings.TrimSpace(key[7:])
+			}
 			key = strings.TrimPrefix(key, "sk-")
 			parts = strings.Split(key, "-")
 			key = parts[0]
@@ -240,13 +246,20 @@ func TokenAuth() func(c *gin.Context) {
 			return
 		}

-		allowIpsMap := token.GetIpLimitsMap()
-		if len(allowIpsMap) != 0 {
+		allowIps := token.GetIpLimits()
+		if len(allowIps) > 0 {
 			clientIp := c.ClientIP()
-			if _, ok := allowIpsMap[clientIp]; !ok {
+			logger.LogDebug(c, "Token has IP restrictions, checking client IP %s", clientIp)
+			ip := net.ParseIP(clientIp)
+			if ip == nil {
+				abortWithOpenAiMessage(c, http.StatusForbidden, "无法解析客户端 IP 地址")
+				return
+			}
+			if common.IsIpInCIDRList(ip, allowIps) == false {
 				abortWithOpenAiMessage(c, http.StatusForbidden, "您的 IP 不在令牌允许访问的列表中")
 				return
 			}
+			logger.LogDebug(c, "Client IP %s passed the token IP restrictions check", clientIp)
 		}

 		userCache, err := model.GetUserCache(token.UserId)
@@ -307,7 +320,8 @@ func SetupContextForToken(c *gin.Context, token *model.Token, parts ...string) e
 	} else {
 		c.Set("token_model_limit_enabled", false)
 	}
-	c.Set("token_group", token.Group)
+	common.SetContextKey(c, constant.ContextKeyTokenGroup, token.Group)
+	common.SetContextKey(c, constant.ContextKeyTokenCrossGroupRetry, token.CrossGroupRetry)
 	if len(parts) > 1 {
 		if model.IsAdmin(token.UserId) {
 			c.Set("specific_channel_id", parts[1])
--- a/middleware/distributor.go
+++ b/middleware/distributor.go
@@ -97,7 +97,12 @@ func Distribute() func(c *gin.Context) {
 						common.SetContextKey(c, constant.ContextKeyUsingGroup, usingGroup)
 					}
 				}
-				channel, selectGroup, err = service.CacheGetRandomSatisfiedChannel(c, usingGroup, modelRequest.Model, 0)
+				channel, selectGroup, err = service.CacheGetRandomSatisfiedChannel(&service.RetryParam{
+					Ctx:        c,
+					ModelName:  modelRequest.Model,
+					TokenGroup: usingGroup,
+					Retry:      common.GetPointer(0),
+				})
 				if err != nil {
 					showGroup := usingGroup
 					if usingGroup == "auto" {
@@ -157,7 +162,7 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 			}
 			midjourneyModel, mjErr, success := service.GetMjRequestModel(relayMode, &midjourneyRequest)
 			if mjErr != nil {
-				return nil, false, fmt.Errorf(mjErr.Description)
+				return nil, false, fmt.Errorf("%s", mjErr.Description)
 			}
 			if midjourneyModel == "" {
 				if !success {
@@ -181,6 +186,10 @@ 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" \
--- a/middleware/gzip.go
+++ b/middleware/gzip.go
@@ -5,32 +5,69 @@ import (
 	"io"
 	"net/http"

+	"github.com/QuantumNous/new-api/constant"
 	"github.com/andybalholm/brotli"
 	"github.com/gin-gonic/gin"
 )

+type readCloser struct {
+	io.Reader
+	closeFn func() error
+}
+
+func (rc *readCloser) Close() error {
+	if rc.closeFn != nil {
+		return rc.closeFn()
+	}
+	return nil
+}
+
 func DecompressRequestMiddleware() gin.HandlerFunc {
 	return func(c *gin.Context) {
 		if c.Request.Body == nil || c.Request.Method == http.MethodGet {
 			c.Next()
 			return
 		}
+		maxMB := constant.MaxRequestBodyMB
+		if maxMB <= 0 {
+			maxMB = 32
+		}
+		maxBytes := int64(maxMB) << 20
+
+		origBody := c.Request.Body
+		wrapMaxBytes := func(body io.ReadCloser) io.ReadCloser {
+			return http.MaxBytesReader(c.Writer, body, maxBytes)
+		}
+
 		switch c.GetHeader("Content-Encoding") {
 		case "gzip":
-			gzipReader, err := gzip.NewReader(c.Request.Body)
+			gzipReader, err := gzip.NewReader(origBody)
 			if err != nil {
+				_ = origBody.Close()
 				c.AbortWithStatus(http.StatusBadRequest)
 				return
 			}
-			defer gzipReader.Close()
-
-			// Replace the request body with the decompressed data
-			c.Request.Body = io.NopCloser(gzipReader)
+			// Replace the request body with the decompressed data, and enforce a max size (post-decompression).
+			c.Request.Body = wrapMaxBytes(&readCloser{
+				Reader: gzipReader,
+				closeFn: func() error {
+					_ = gzipReader.Close()
+					return origBody.Close()
+				},
+			})
 			c.Request.Header.Del("Content-Encoding")
 		case "br":
-			reader := brotli.NewReader(c.Request.Body)
-			c.Request.Body = io.NopCloser(reader)
+			reader := brotli.NewReader(origBody)
+			c.Request.Body = wrapMaxBytes(&readCloser{
+				Reader: reader,
+				closeFn: func() error {
+					return origBody.Close()
+				},
+			})
 			c.Request.Header.Del("Content-Encoding")
+		default:
+			// Even for uncompressed bodies, enforce a max size to avoid huge request allocations.
+			c.Request.Body = wrapMaxBytes(origBody)
 		}

 		// Continue processing the request
--- a/model/channel.go
+++ b/model/channel.go
@@ -254,6 +254,9 @@ func (channel *Channel) Save() error {
 }

 func (channel *Channel) SaveWithoutKey() error {
+	if channel.Id == 0 {
+		return errors.New("channel ID is 0")
+	}
 	return DB.Omit("key").Save(channel).Error
 }

--- a/model/main.go
+++ b/model/main.go
@@ -248,26 +248,26 @@ func InitLogDB() (err error) {
 }

 func migrateDB() error {
-	err := DB.AutoMigrate(
-		&Channel{},
-		&Token{},
-		&User{},
-		&PasskeyCredential{},
+    err := DB.AutoMigrate(
+        &Channel{},
+        &Token{},
+        &User{},
+        &PasskeyCredential{},
 		&Option{},
-		&Redemption{},
-		&Ability{},
-		&Log{},
-		&Midjourney{},
-		&TopUp{},
-		&QuotaData{},
-		&Task{},
-		&Model{},
-		&Vendor{},
-		&PrefillGroup{},
-		&Setup{},
-		&TwoFA{},
-		&TwoFABackupCode{},
-	)
+        &Redemption{},
+        &Ability{},
+        &Log{},
+        &Midjourney{},
+        &TopUp{},
+        &QuotaData{},
+        &Task{},
+        &Model{},
+        &Vendor{},
+        &PrefillGroup{},
+        &Setup{},
+        &TwoFA{},
+        &TwoFABackupCode{},
+    )
 	if err != nil {
 		return err
 	}
@@ -278,29 +278,29 @@ func migrateDBFast() error {

 	var wg sync.WaitGroup

-	migrations := []struct {
-		model interface{}
-		name  string
-	}{
-		{&Channel{}, "Channel"},
-		{&Token{}, "Token"},
-		{&User{}, "User"},
-		{&PasskeyCredential{}, "PasskeyCredential"},
+    migrations := []struct {
+        model interface{}
+        name  string
+    }{
+        {&Channel{}, "Channel"},
+        {&Token{}, "Token"},
+        {&User{}, "User"},
+        {&PasskeyCredential{}, "PasskeyCredential"},
 		{&Option{}, "Option"},
-		{&Redemption{}, "Redemption"},
-		{&Ability{}, "Ability"},
-		{&Log{}, "Log"},
-		{&Midjourney{}, "Midjourney"},
-		{&TopUp{}, "TopUp"},
-		{&QuotaData{}, "QuotaData"},
-		{&Task{}, "Task"},
-		{&Model{}, "Model"},
-		{&Vendor{}, "Vendor"},
-		{&PrefillGroup{}, "PrefillGroup"},
-		{&Setup{}, "Setup"},
-		{&TwoFA{}, "TwoFA"},
-		{&TwoFABackupCode{}, "TwoFABackupCode"},
-	}
+        {&Redemption{}, "Redemption"},
+        {&Ability{}, "Ability"},
+        {&Log{}, "Log"},
+        {&Midjourney{}, "Midjourney"},
+        {&TopUp{}, "TopUp"},
+        {&QuotaData{}, "QuotaData"},
+        {&Task{}, "Task"},
+        {&Model{}, "Model"},
+        {&Vendor{}, "Vendor"},
+        {&PrefillGroup{}, "PrefillGroup"},
+        {&Setup{}, "Setup"},
+        {&TwoFA{}, "TwoFA"},
+        {&TwoFABackupCode{}, "TwoFABackupCode"},
+    }
 	// 动态计算migration数量，确保errChan缓冲区足够大
 	errChan := make(chan error, len(migrations))

--- a/model/token.go
+++ b/model/token.go
@@ -6,7 +6,6 @@ import (
 	"strings"

 	"github.com/QuantumNous/new-api/common"
-
 	"github.com/bytedance/gopkg/util/gopool"
 	"gorm.io/gorm"
 )
@@ -27,6 +26,7 @@ type Token struct {
 	AllowIps           *string        `json:"allow_ips" gorm:"default:''"`
 	UsedQuota          int            `json:"used_quota" gorm:"default:0"` // used quota
 	Group              string         `json:"group" gorm:"default:''"`
+	CrossGroupRetry    bool           `json:"cross_group_retry" gorm:"default:false"` // 跨分组重试，仅auto分组有效
 	DeletedAt          gorm.DeletedAt `gorm:"index"`
 }

@@ -34,26 +34,26 @@ func (token *Token) Clean() {
 	token.Key = ""
 }

-func (token *Token) GetIpLimitsMap() map[string]any {
+func (token *Token) GetIpLimits() []string {
 	// delete empty spaces
 	//split with \n
-	ipLimitsMap := make(map[string]any)
+	ipLimits := make([]string, 0)
 	if token.AllowIps == nil {
-		return ipLimitsMap
+		return ipLimits
 	}
 	cleanIps := strings.ReplaceAll(*token.AllowIps, " ", "")
 	if cleanIps == "" {
-		return ipLimitsMap
+		return ipLimits
 	}
 	ips := strings.Split(cleanIps, "\n")
 	for _, ip := range ips {
 		ip = strings.TrimSpace(ip)
 		ip = strings.ReplaceAll(ip, ",", "")
-		if common.IsIP(ip) {
-			ipLimitsMap[ip] = true
+		if ip != "" {
+			ipLimits = append(ipLimits, ip)
 		}
 	}
-	return ipLimitsMap
+	return ipLimits
 }

 func GetAllUserTokens(userId int, startIdx int, num int) ([]*Token, error) {
@@ -112,7 +112,12 @@ func ValidateUserToken(key string) (token *Token, err error) {
 		}
 		return token, nil
 	}
-	return nil, errors.New("无效的令牌")
+	common.SysLog("ValidateUserToken: failed to get token: " + err.Error())
+	if errors.Is(err, gorm.ErrRecordNotFound) {
+		return nil, errors.New("无效的令牌")
+	} else {
+		return nil, errors.New("无效的令牌，数据库查询出错，请联系管理员")
+	}
 }

 func GetTokenByIds(id int, userId int) (*Token, error) {
@@ -185,7 +190,7 @@ func (token *Token) Update() (err error) {
 		}
 	}()
 	err = DB.Model(token).Select("name", "status", "expired_time", "remain_quota", "unlimited_quota",
-		"model_limits_enabled", "model_limits", "allow_ips", "group").Updates(token).Error
+		"model_limits_enabled", "model_limits", "allow_ips", "group", "cross_group_retry").Updates(token).Error
 	return err
 }

--- a/pkg/ionet/client.go
+++ b/pkg/ionet/client.go
@@ -0,0 +1,219 @@
+package ionet
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/url"
+	"strconv"
+	"time"
+)
+
+const (
+	DefaultEnterpriseBaseURL = "https://api.io.solutions/enterprise/v1/io-cloud/caas"
+	DefaultBaseURL           = "https://api.io.solutions/v1/io-cloud/caas"
+	DefaultTimeout           = 30 * time.Second
+)
+
+// DefaultHTTPClient is the default HTTP client implementation
+type DefaultHTTPClient struct {
+	client *http.Client
+}
+
+// NewDefaultHTTPClient creates a new default HTTP client
+func NewDefaultHTTPClient(timeout time.Duration) *DefaultHTTPClient {
+	return &DefaultHTTPClient{
+		client: &http.Client{
+			Timeout: timeout,
+		},
+	}
+}
+
+// Do executes an HTTP request
+func (c *DefaultHTTPClient) Do(req *HTTPRequest) (*HTTPResponse, error) {
+	httpReq, err := http.NewRequest(req.Method, req.URL, bytes.NewReader(req.Body))
+	if err != nil {
+		return nil, fmt.Errorf("failed to create HTTP request: %w", err)
+	}
+
+	// Set headers
+	for key, value := range req.Headers {
+		httpReq.Header.Set(key, value)
+	}
+
+	resp, err := c.client.Do(httpReq)
+	if err != nil {
+		return nil, fmt.Errorf("HTTP request failed: %w", err)
+	}
+	defer resp.Body.Close()
+
+	// Read response body
+	var body bytes.Buffer
+	_, err = body.ReadFrom(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("failed to read response body: %w", err)
+	}
+
+	// Convert headers
+	headers := make(map[string]string)
+	for key, values := range resp.Header {
+		if len(values) > 0 {
+			headers[key] = values[0]
+		}
+	}
+
+	return &HTTPResponse{
+		StatusCode: resp.StatusCode,
+		Headers:    headers,
+		Body:       body.Bytes(),
+	}, nil
+}
+
+// NewEnterpriseClient creates a new IO.NET API client targeting the enterprise API base URL.
+func NewEnterpriseClient(apiKey string) *Client {
+	return NewClientWithConfig(apiKey, DefaultEnterpriseBaseURL, nil)
+}
+
+// NewClient creates a new IO.NET API client targeting the public API base URL.
+func NewClient(apiKey string) *Client {
+	return NewClientWithConfig(apiKey, DefaultBaseURL, nil)
+}
+
+// NewClientWithConfig creates a new IO.NET API client with custom configuration
+func NewClientWithConfig(apiKey, baseURL string, httpClient HTTPClient) *Client {
+	if baseURL == "" {
+		baseURL = DefaultBaseURL
+	}
+	if httpClient == nil {
+		httpClient = NewDefaultHTTPClient(DefaultTimeout)
+	}
+	return &Client{
+		BaseURL:    baseURL,
+		APIKey:     apiKey,
+		HTTPClient: httpClient,
+	}
+}
+
+// makeRequest performs an HTTP request and handles common response processing
+func (c *Client) makeRequest(method, endpoint string, body interface{}) (*HTTPResponse, error) {
+	var reqBody []byte
+	var err error
+
+	if body != nil {
+		reqBody, err = json.Marshal(body)
+		if err != nil {
+			return nil, fmt.Errorf("failed to marshal request body: %w", err)
+		}
+	}
+
+	headers := map[string]string{
+		"X-API-KEY":    c.APIKey,
+		"Content-Type": "application/json",
+	}
+
+	req := &HTTPRequest{
+		Method:  method,
+		URL:     c.BaseURL + endpoint,
+		Headers: headers,
+		Body:    reqBody,
+	}
+
+	resp, err := c.HTTPClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("request failed: %w", err)
+	}
+
+	// Handle API errors
+	if resp.StatusCode >= 400 {
+		var apiErr APIError
+		if len(resp.Body) > 0 {
+			// Try to parse the actual error format: {"detail": "message"}
+			var errorResp struct {
+				Detail string `json:"detail"`
+			}
+			if err := json.Unmarshal(resp.Body, &errorResp); err == nil && errorResp.Detail != "" {
+				apiErr = APIError{
+					Code:    resp.StatusCode,
+					Message: errorResp.Detail,
+				}
+			} else {
+				// Fallback: use raw body as details
+				apiErr = APIError{
+					Code:    resp.StatusCode,
+					Message: fmt.Sprintf("API request failed with status %d", resp.StatusCode),
+					Details: string(resp.Body),
+				}
+			}
+		} else {
+			apiErr = APIError{
+				Code:    resp.StatusCode,
+				Message: fmt.Sprintf("API request failed with status %d", resp.StatusCode),
+			}
+		}
+		return nil, &apiErr
+	}
+
+	return resp, nil
+}
+
+// buildQueryParams builds query parameters for GET requests
+func buildQueryParams(params map[string]interface{}) string {
+	if len(params) == 0 {
+		return ""
+	}
+
+	values := url.Values{}
+	for key, value := range params {
+		if value == nil {
+			continue
+		}
+		switch v := value.(type) {
+		case string:
+			if v != "" {
+				values.Add(key, v)
+			}
+		case int:
+			if v != 0 {
+				values.Add(key, strconv.Itoa(v))
+			}
+		case int64:
+			if v != 0 {
+				values.Add(key, strconv.FormatInt(v, 10))
+			}
+		case float64:
+			if v != 0 {
+				values.Add(key, strconv.FormatFloat(v, 'f', -1, 64))
+			}
+		case bool:
+			values.Add(key, strconv.FormatBool(v))
+		case time.Time:
+			if !v.IsZero() {
+				values.Add(key, v.Format(time.RFC3339))
+			}
+		case *time.Time:
+			if v != nil && !v.IsZero() {
+				values.Add(key, v.Format(time.RFC3339))
+			}
+		case []int:
+			if len(v) > 0 {
+				if encoded, err := json.Marshal(v); err == nil {
+					values.Add(key, string(encoded))
+				}
+			}
+		case []string:
+			if len(v) > 0 {
+				if encoded, err := json.Marshal(v); err == nil {
+					values.Add(key, string(encoded))
+				}
+			}
+		default:
+			values.Add(key, fmt.Sprint(v))
+		}
+	}
+
+	if len(values) > 0 {
+		return "?" + values.Encode()
+	}
+	return ""
+}
--- a/pkg/ionet/container.go
+++ b/pkg/ionet/container.go
@@ -0,0 +1,302 @@
+package ionet
+
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/samber/lo"
+)
+
+// ListContainers retrieves all containers for a specific deployment
+func (c *Client) ListContainers(deploymentID string) (*ContainerList, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/containers", deploymentID)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to list containers: %w", err)
+	}
+
+	var containerList ContainerList
+	if err := decodeDataWithFlexibleTimes(resp.Body, &containerList); err != nil {
+		return nil, fmt.Errorf("failed to parse containers list: %w", err)
+	}
+
+	return &containerList, nil
+}
+
+// GetContainerDetails retrieves detailed information about a specific container
+func (c *Client) GetContainerDetails(deploymentID, containerID string) (*Container, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return nil, fmt.Errorf("container ID cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s", deploymentID, containerID)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get container details: %w", err)
+	}
+
+	// API response format not documented, assuming direct format
+	var container Container
+	if err := decodeWithFlexibleTimes(resp.Body, &container); err != nil {
+		return nil, fmt.Errorf("failed to parse container details: %w", err)
+	}
+
+	return &container, nil
+}
+
+// GetContainerJobs retrieves containers jobs for a specific container (similar to containers endpoint)
+func (c *Client) GetContainerJobs(deploymentID, containerID string) (*ContainerList, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return nil, fmt.Errorf("container ID cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/containers-jobs/%s", deploymentID, containerID)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get container jobs: %w", err)
+	}
+
+	var containerList ContainerList
+	if err := decodeDataWithFlexibleTimes(resp.Body, &containerList); err != nil {
+		return nil, fmt.Errorf("failed to parse container jobs: %w", err)
+	}
+
+	return &containerList, nil
+}
+
+// buildLogEndpoint constructs the request path for fetching logs
+func buildLogEndpoint(deploymentID, containerID string, opts *GetLogsOptions) (string, error) {
+	if deploymentID == "" {
+		return "", fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return "", fmt.Errorf("container ID cannot be empty")
+	}
+
+	params := make(map[string]interface{})
+
+	if opts != nil {
+		if opts.Level != "" {
+			params["level"] = opts.Level
+		}
+		if opts.Stream != "" {
+			params["stream"] = opts.Stream
+		}
+		if opts.Limit > 0 {
+			params["limit"] = opts.Limit
+		}
+		if opts.Cursor != "" {
+			params["cursor"] = opts.Cursor
+		}
+		if opts.Follow {
+			params["follow"] = true
+		}
+
+		if opts.StartTime != nil {
+			params["start_time"] = opts.StartTime
+		}
+		if opts.EndTime != nil {
+			params["end_time"] = opts.EndTime
+		}
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/log/%s", deploymentID, containerID)
+	endpoint += buildQueryParams(params)
+
+	return endpoint, nil
+}
+
+// GetContainerLogs retrieves logs for containers in a deployment and normalizes them
+func (c *Client) GetContainerLogs(deploymentID, containerID string, opts *GetLogsOptions) (*ContainerLogs, error) {
+	raw, err := c.GetContainerLogsRaw(deploymentID, containerID, opts)
+	if err != nil {
+		return nil, err
+	}
+
+	logs := &ContainerLogs{
+		ContainerID: containerID,
+	}
+
+	if raw == "" {
+		return logs, nil
+	}
+
+	normalized := strings.ReplaceAll(raw, "\r\n", "\n")
+	lines := strings.Split(normalized, "\n")
+	logs.Logs = lo.FilterMap(lines, func(line string, _ int) (LogEntry, bool) {
+		if strings.TrimSpace(line) == "" {
+			return LogEntry{}, false
+		}
+		return LogEntry{Message: line}, true
+	})
+
+	return logs, nil
+}
+
+// GetContainerLogsRaw retrieves the raw text logs for a specific container
+func (c *Client) GetContainerLogsRaw(deploymentID, containerID string, opts *GetLogsOptions) (string, error) {
+	endpoint, err := buildLogEndpoint(deploymentID, containerID, opts)
+	if err != nil {
+		return "", err
+	}
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return "", fmt.Errorf("failed to get container logs: %w", err)
+	}
+
+	return string(resp.Body), nil
+}
+
+// StreamContainerLogs streams real-time logs for a specific container
+// This method uses a callback function to handle incoming log entries
+func (c *Client) StreamContainerLogs(deploymentID, containerID string, opts *GetLogsOptions, callback func(*LogEntry) error) error {
+	if deploymentID == "" {
+		return fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return fmt.Errorf("container ID cannot be empty")
+	}
+	if callback == nil {
+		return fmt.Errorf("callback function cannot be nil")
+	}
+
+	// Set follow to true for streaming
+	if opts == nil {
+		opts = &GetLogsOptions{}
+	}
+	opts.Follow = true
+
+	endpoint, err := buildLogEndpoint(deploymentID, containerID, opts)
+	if err != nil {
+		return err
+	}
+
+	// Note: This is a simplified implementation. In a real scenario, you might want to use
+	// Server-Sent Events (SSE) or WebSocket for streaming logs
+	for {
+		resp, err := c.makeRequest("GET", endpoint, nil)
+		if err != nil {
+			return fmt.Errorf("failed to stream container logs: %w", err)
+		}
+
+		var logs ContainerLogs
+		if err := decodeWithFlexibleTimes(resp.Body, &logs); err != nil {
+			return fmt.Errorf("failed to parse container logs: %w", err)
+		}
+
+		// Call the callback for each log entry
+		for _, logEntry := range logs.Logs {
+			if err := callback(&logEntry); err != nil {
+				return fmt.Errorf("callback error: %w", err)
+			}
+		}
+
+		// If there are no more logs or we have a cursor, continue polling
+		if !logs.HasMore && logs.NextCursor == "" {
+			break
+		}
+
+		// Update cursor for next request
+		if logs.NextCursor != "" {
+			opts.Cursor = logs.NextCursor
+			endpoint, err = buildLogEndpoint(deploymentID, containerID, opts)
+			if err != nil {
+				return err
+			}
+		}
+
+		// Wait a bit before next poll to avoid overwhelming the API
+		time.Sleep(2 * time.Second)
+	}
+
+	return nil
+}
+
+// RestartContainer restarts a specific container (if supported by the API)
+func (c *Client) RestartContainer(deploymentID, containerID string) error {
+	if deploymentID == "" {
+		return fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return fmt.Errorf("container ID cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s/restart", deploymentID, containerID)
+
+	_, err := c.makeRequest("POST", endpoint, nil)
+	if err != nil {
+		return fmt.Errorf("failed to restart container: %w", err)
+	}
+
+	return nil
+}
+
+// StopContainer stops a specific container (if supported by the API)
+func (c *Client) StopContainer(deploymentID, containerID string) error {
+	if deploymentID == "" {
+		return fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return fmt.Errorf("container ID cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s/stop", deploymentID, containerID)
+
+	_, err := c.makeRequest("POST", endpoint, nil)
+	if err != nil {
+		return fmt.Errorf("failed to stop container: %w", err)
+	}
+
+	return nil
+}
+
+// ExecuteInContainer executes a command in a specific container (if supported by the API)
+func (c *Client) ExecuteInContainer(deploymentID, containerID string, command []string) (string, error) {
+	if deploymentID == "" {
+		return "", fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return "", fmt.Errorf("container ID cannot be empty")
+	}
+	if len(command) == 0 {
+		return "", fmt.Errorf("command cannot be empty")
+	}
+
+	reqBody := map[string]interface{}{
+		"command": command,
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s/exec", deploymentID, containerID)
+
+	resp, err := c.makeRequest("POST", endpoint, reqBody)
+	if err != nil {
+		return "", fmt.Errorf("failed to execute command in container: %w", err)
+	}
+
+	var result map[string]interface{}
+	if err := json.Unmarshal(resp.Body, &result); err != nil {
+		return "", fmt.Errorf("failed to parse execution result: %w", err)
+	}
+
+	if output, ok := result["output"].(string); ok {
+		return output, nil
+	}
+
+	return string(resp.Body), nil
+}
--- a/pkg/ionet/deployment.go
+++ b/pkg/ionet/deployment.go
@@ -0,0 +1,377 @@
+package ionet
+
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+
+	"github.com/samber/lo"
+)
+
+// DeployContainer deploys a new container with the specified configuration
+func (c *Client) DeployContainer(req *DeploymentRequest) (*DeploymentResponse, error) {
+	if req == nil {
+		return nil, fmt.Errorf("deployment request cannot be nil")
+	}
+
+	// Validate required fields
+	if req.ResourcePrivateName == "" {
+		return nil, fmt.Errorf("resource_private_name is required")
+	}
+	if len(req.LocationIDs) == 0 {
+		return nil, fmt.Errorf("location_ids is required")
+	}
+	if req.HardwareID <= 0 {
+		return nil, fmt.Errorf("hardware_id is required")
+	}
+	if req.RegistryConfig.ImageURL == "" {
+		return nil, fmt.Errorf("registry_config.image_url is required")
+	}
+	if req.GPUsPerContainer < 1 {
+		return nil, fmt.Errorf("gpus_per_container must be at least 1")
+	}
+	if req.DurationHours < 1 {
+		return nil, fmt.Errorf("duration_hours must be at least 1")
+	}
+	if req.ContainerConfig.ReplicaCount < 1 {
+		return nil, fmt.Errorf("container_config.replica_count must be at least 1")
+	}
+
+	resp, err := c.makeRequest("POST", "/deploy", req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to deploy container: %w", err)
+	}
+
+	// API returns direct format:
+	// {"status": "string", "deployment_id": "..."}
+	var deployResp DeploymentResponse
+	if err := json.Unmarshal(resp.Body, &deployResp); err != nil {
+		return nil, fmt.Errorf("failed to parse deployment response: %w", err)
+	}
+
+	return &deployResp, nil
+}
+
+// ListDeployments retrieves a list of deployments with optional filtering
+func (c *Client) ListDeployments(opts *ListDeploymentsOptions) (*DeploymentList, error) {
+	params := make(map[string]interface{})
+
+	if opts != nil {
+		params["status"] = opts.Status
+		params["location_id"] = opts.LocationID
+		params["page"] = opts.Page
+		params["page_size"] = opts.PageSize
+		params["sort_by"] = opts.SortBy
+		params["sort_order"] = opts.SortOrder
+	}
+
+	endpoint := "/deployments" + buildQueryParams(params)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to list deployments: %w", err)
+	}
+
+	var deploymentList DeploymentList
+	if err := decodeData(resp.Body, &deploymentList); err != nil {
+		return nil, fmt.Errorf("failed to parse deployments list: %w", err)
+	}
+
+	deploymentList.Deployments = lo.Map(deploymentList.Deployments, func(deployment Deployment, _ int) Deployment {
+		deployment.GPUCount = deployment.HardwareQuantity
+		deployment.Replicas = deployment.HardwareQuantity // Assuming 1:1 mapping for now
+		return deployment
+	})
+
+	return &deploymentList, nil
+}
+
+// GetDeployment retrieves detailed information about a specific deployment
+func (c *Client) GetDeployment(deploymentID string) (*DeploymentDetail, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s", deploymentID)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get deployment details: %w", err)
+	}
+
+	var deploymentDetail DeploymentDetail
+	if err := decodeDataWithFlexibleTimes(resp.Body, &deploymentDetail); err != nil {
+		return nil, fmt.Errorf("failed to parse deployment details: %w", err)
+	}
+
+	return &deploymentDetail, nil
+}
+
+// UpdateDeployment updates the configuration of an existing deployment
+func (c *Client) UpdateDeployment(deploymentID string, req *UpdateDeploymentRequest) (*UpdateDeploymentResponse, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+	if req == nil {
+		return nil, fmt.Errorf("update request cannot be nil")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s", deploymentID)
+
+	resp, err := c.makeRequest("PATCH", endpoint, req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to update deployment: %w", err)
+	}
+
+	// API returns direct format:
+	// {"status": "string", "deployment_id": "..."}
+	var updateResp UpdateDeploymentResponse
+	if err := json.Unmarshal(resp.Body, &updateResp); err != nil {
+		return nil, fmt.Errorf("failed to parse update deployment response: %w", err)
+	}
+
+	return &updateResp, nil
+}
+
+// ExtendDeployment extends the duration of an existing deployment
+func (c *Client) ExtendDeployment(deploymentID string, req *ExtendDurationRequest) (*DeploymentDetail, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+	if req == nil {
+		return nil, fmt.Errorf("extend request cannot be nil")
+	}
+	if req.DurationHours < 1 {
+		return nil, fmt.Errorf("duration_hours must be at least 1")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s/extend", deploymentID)
+
+	resp, err := c.makeRequest("POST", endpoint, req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to extend deployment: %w", err)
+	}
+
+	var deploymentDetail DeploymentDetail
+	if err := decodeDataWithFlexibleTimes(resp.Body, &deploymentDetail); err != nil {
+		return nil, fmt.Errorf("failed to parse extended deployment details: %w", err)
+	}
+
+	return &deploymentDetail, nil
+}
+
+// DeleteDeployment deletes an active deployment
+func (c *Client) DeleteDeployment(deploymentID string) (*UpdateDeploymentResponse, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/deployment/%s", deploymentID)
+
+	resp, err := c.makeRequest("DELETE", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to delete deployment: %w", err)
+	}
+
+	// API returns direct format:
+	// {"status": "string", "deployment_id": "..."}
+	var deleteResp UpdateDeploymentResponse
+	if err := json.Unmarshal(resp.Body, &deleteResp); err != nil {
+		return nil, fmt.Errorf("failed to parse delete deployment response: %w", err)
+	}
+
+	return &deleteResp, nil
+}
+
+// GetPriceEstimation calculates the estimated cost for a deployment
+func (c *Client) GetPriceEstimation(req *PriceEstimationRequest) (*PriceEstimationResponse, error) {
+	if req == nil {
+		return nil, fmt.Errorf("price estimation request cannot be nil")
+	}
+
+	// Validate required fields
+	if len(req.LocationIDs) == 0 {
+		return nil, fmt.Errorf("location_ids is required")
+	}
+	if req.HardwareID == 0 {
+		return nil, fmt.Errorf("hardware_id is required")
+	}
+	if req.ReplicaCount < 1 {
+		return nil, fmt.Errorf("replica_count must be at least 1")
+	}
+
+	currency := strings.TrimSpace(req.Currency)
+	if currency == "" {
+		currency = "usdc"
+	}
+
+	durationType := strings.TrimSpace(req.DurationType)
+	if durationType == "" {
+		durationType = "hour"
+	}
+	durationType = strings.ToLower(durationType)
+
+	apiDurationType := ""
+
+	durationQty := req.DurationQty
+	if durationQty < 1 {
+		durationQty = req.DurationHours
+	}
+	if durationQty < 1 {
+		return nil, fmt.Errorf("duration_qty must be at least 1")
+	}
+
+	hardwareQty := req.HardwareQty
+	if hardwareQty < 1 {
+		hardwareQty = req.GPUsPerContainer
+	}
+	if hardwareQty < 1 {
+		return nil, fmt.Errorf("hardware_qty must be at least 1")
+	}
+
+	durationHoursForRate := req.DurationHours
+	if durationHoursForRate < 1 {
+		durationHoursForRate = durationQty
+	}
+	switch durationType {
+	case "hour", "hours", "hourly":
+		durationHoursForRate = durationQty
+		apiDurationType = "hourly"
+	case "day", "days", "daily":
+		durationHoursForRate = durationQty * 24
+		apiDurationType = "daily"
+	case "week", "weeks", "weekly":
+		durationHoursForRate = durationQty * 24 * 7
+		apiDurationType = "weekly"
+	case "month", "months", "monthly":
+		durationHoursForRate = durationQty * 24 * 30
+		apiDurationType = "monthly"
+	}
+	if durationHoursForRate < 1 {
+		durationHoursForRate = 1
+	}
+	if apiDurationType == "" {
+		apiDurationType = "hourly"
+	}
+
+	params := map[string]interface{}{
+		"location_ids":       req.LocationIDs,
+		"hardware_id":        req.HardwareID,
+		"hardware_qty":       hardwareQty,
+		"gpus_per_container": req.GPUsPerContainer,
+		"duration_type":      apiDurationType,
+		"duration_qty":       durationQty,
+		"duration_hours":     req.DurationHours,
+		"replica_count":      req.ReplicaCount,
+		"currency":           currency,
+	}
+
+	endpoint := "/price" + buildQueryParams(params)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get price estimation: %w", err)
+	}
+
+	// Parse according to the actual API response format from docs:
+	// {
+	//   "data": {
+	//     "replica_count": 0,
+	//     "gpus_per_container": 0,
+	//     "available_replica_count": [0],
+	//     "discount": 0,
+	//     "ionet_fee": 0,
+	//     "ionet_fee_percent": 0,
+	//     "currency_conversion_fee": 0,
+	//     "currency_conversion_fee_percent": 0,
+	//     "total_cost_usdc": 0
+	//   }
+	// }
+	var pricingData struct {
+		ReplicaCount                 int     `json:"replica_count"`
+		GPUsPerContainer             int     `json:"gpus_per_container"`
+		AvailableReplicaCount        []int   `json:"available_replica_count"`
+		Discount                     float64 `json:"discount"`
+		IonetFee                     float64 `json:"ionet_fee"`
+		IonetFeePercent              float64 `json:"ionet_fee_percent"`
+		CurrencyConversionFee        float64 `json:"currency_conversion_fee"`
+		CurrencyConversionFeePercent float64 `json:"currency_conversion_fee_percent"`
+		TotalCostUSDC                float64 `json:"total_cost_usdc"`
+	}
+
+	if err := decodeData(resp.Body, &pricingData); err != nil {
+		return nil, fmt.Errorf("failed to parse price estimation response: %w", err)
+	}
+
+	// Convert to our internal format
+	durationHoursFloat := float64(durationHoursForRate)
+	if durationHoursFloat <= 0 {
+		durationHoursFloat = 1
+	}
+
+	priceResp := &PriceEstimationResponse{
+		EstimatedCost:   pricingData.TotalCostUSDC,
+		Currency:        strings.ToUpper(currency),
+		EstimationValid: true,
+		PriceBreakdown: PriceBreakdown{
+			ComputeCost: pricingData.TotalCostUSDC - pricingData.IonetFee - pricingData.CurrencyConversionFee,
+			TotalCost:   pricingData.TotalCostUSDC,
+			HourlyRate:  pricingData.TotalCostUSDC / durationHoursFloat,
+		},
+	}
+
+	return priceResp, nil
+}
+
+// CheckClusterNameAvailability checks if a cluster name is available
+func (c *Client) CheckClusterNameAvailability(clusterName string) (bool, error) {
+	if clusterName == "" {
+		return false, fmt.Errorf("cluster name cannot be empty")
+	}
+
+	params := map[string]interface{}{
+		"cluster_name": clusterName,
+	}
+
+	endpoint := "/clusters/check_cluster_name_availability" + buildQueryParams(params)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return false, fmt.Errorf("failed to check cluster name availability: %w", err)
+	}
+
+	var availabilityResp bool
+	if err := json.Unmarshal(resp.Body, &availabilityResp); err != nil {
+		return false, fmt.Errorf("failed to parse cluster name availability response: %w", err)
+	}
+
+	return availabilityResp, nil
+}
+
+// UpdateClusterName updates the name of an existing cluster/deployment
+func (c *Client) UpdateClusterName(clusterID string, req *UpdateClusterNameRequest) (*UpdateClusterNameResponse, error) {
+	if clusterID == "" {
+		return nil, fmt.Errorf("cluster ID cannot be empty")
+	}
+	if req == nil {
+		return nil, fmt.Errorf("update cluster name request cannot be nil")
+	}
+	if req.Name == "" {
+		return nil, fmt.Errorf("cluster name cannot be empty")
+	}
+
+	endpoint := fmt.Sprintf("/clusters/%s/update-name", clusterID)
+
+	resp, err := c.makeRequest("PUT", endpoint, req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to update cluster name: %w", err)
+	}
+
+	// Parse the response directly without data wrapper based on API docs
+	var updateResp UpdateClusterNameResponse
+	if err := json.Unmarshal(resp.Body, &updateResp); err != nil {
+		return nil, fmt.Errorf("failed to parse update cluster name response: %w", err)
+	}
+
+	return &updateResp, nil
+}
--- a/pkg/ionet/hardware.go
+++ b/pkg/ionet/hardware.go
@@ -0,0 +1,202 @@
+package ionet
+
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+
+	"github.com/samber/lo"
+)
+
+// GetAvailableReplicas retrieves available replicas per location for specified hardware
+func (c *Client) GetAvailableReplicas(hardwareID int, gpuCount int) (*AvailableReplicasResponse, error) {
+	if hardwareID <= 0 {
+		return nil, fmt.Errorf("hardware_id must be greater than 0")
+	}
+	if gpuCount < 1 {
+		return nil, fmt.Errorf("gpu_count must be at least 1")
+	}
+
+	params := map[string]interface{}{
+		"hardware_id":  hardwareID,
+		"hardware_qty": gpuCount,
+	}
+
+	endpoint := "/available-replicas" + buildQueryParams(params)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get available replicas: %w", err)
+	}
+
+	type availableReplicaPayload struct {
+		ID                int    `json:"id"`
+		ISO2              string `json:"iso2"`
+		Name              string `json:"name"`
+		AvailableReplicas int    `json:"available_replicas"`
+	}
+	var payload []availableReplicaPayload
+
+	if err := decodeData(resp.Body, &payload); err != nil {
+		return nil, fmt.Errorf("failed to parse available replicas response: %w", err)
+	}
+
+	replicas := lo.Map(payload, func(item availableReplicaPayload, _ int) AvailableReplica {
+		return AvailableReplica{
+			LocationID:     item.ID,
+			LocationName:   item.Name,
+			HardwareID:     hardwareID,
+			HardwareName:   "",
+			AvailableCount: item.AvailableReplicas,
+			MaxGPUs:        gpuCount,
+		}
+	})
+
+	return &AvailableReplicasResponse{Replicas: replicas}, nil
+}
+
+// GetMaxGPUsPerContainer retrieves the maximum number of GPUs available per hardware type
+func (c *Client) GetMaxGPUsPerContainer() (*MaxGPUResponse, error) {
+	resp, err := c.makeRequest("GET", "/hardware/max-gpus-per-container", nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get max GPUs per container: %w", err)
+	}
+
+	var maxGPUResp MaxGPUResponse
+	if err := decodeData(resp.Body, &maxGPUResp); err != nil {
+		return nil, fmt.Errorf("failed to parse max GPU response: %w", err)
+	}
+
+	return &maxGPUResp, nil
+}
+
+// ListHardwareTypes retrieves available hardware types using the max GPUs endpoint
+func (c *Client) ListHardwareTypes() ([]HardwareType, int, error) {
+	maxGPUResp, err := c.GetMaxGPUsPerContainer()
+	if err != nil {
+		return nil, 0, fmt.Errorf("failed to list hardware types: %w", err)
+	}
+
+	mapped := lo.Map(maxGPUResp.Hardware, func(hw MaxGPUInfo, _ int) HardwareType {
+		name := strings.TrimSpace(hw.HardwareName)
+		if name == "" {
+			name = fmt.Sprintf("Hardware %d", hw.HardwareID)
+		}
+
+		return HardwareType{
+			ID:             hw.HardwareID,
+			Name:           name,
+			GPUType:        "",
+			GPUMemory:      0,
+			MaxGPUs:        hw.MaxGPUsPerContainer,
+			CPU:            "",
+			Memory:         0,
+			Storage:        0,
+			HourlyRate:     0,
+			Available:      hw.Available > 0,
+			BrandName:      strings.TrimSpace(hw.BrandName),
+			AvailableCount: hw.Available,
+		}
+	})
+
+	totalAvailable := maxGPUResp.Total
+	if totalAvailable == 0 {
+		totalAvailable = lo.SumBy(maxGPUResp.Hardware, func(hw MaxGPUInfo) int {
+			return hw.Available
+		})
+	}
+
+	return mapped, totalAvailable, nil
+}
+
+// ListLocations retrieves available deployment locations (if supported by the API)
+func (c *Client) ListLocations() (*LocationsResponse, error) {
+	resp, err := c.makeRequest("GET", "/locations", nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to list locations: %w", err)
+	}
+
+	var locations LocationsResponse
+	if err := decodeData(resp.Body, &locations); err != nil {
+		return nil, fmt.Errorf("failed to parse locations response: %w", err)
+	}
+
+	locations.Locations = lo.Map(locations.Locations, func(location Location, _ int) Location {
+		location.ISO2 = strings.ToUpper(strings.TrimSpace(location.ISO2))
+		return location
+	})
+
+	if locations.Total == 0 {
+		locations.Total = lo.SumBy(locations.Locations, func(location Location) int {
+			return location.Available
+		})
+	}
+
+	return &locations, nil
+}
+
+// GetHardwareType retrieves details about a specific hardware type
+func (c *Client) GetHardwareType(hardwareID int) (*HardwareType, error) {
+	if hardwareID <= 0 {
+		return nil, fmt.Errorf("hardware ID must be greater than 0")
+	}
+
+	endpoint := fmt.Sprintf("/hardware/types/%d", hardwareID)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get hardware type: %w", err)
+	}
+
+	// API response format not documented, assuming direct format
+	var hardwareType HardwareType
+	if err := json.Unmarshal(resp.Body, &hardwareType); err != nil {
+		return nil, fmt.Errorf("failed to parse hardware type: %w", err)
+	}
+
+	return &hardwareType, nil
+}
+
+// GetLocation retrieves details about a specific location
+func (c *Client) GetLocation(locationID int) (*Location, error) {
+	if locationID <= 0 {
+		return nil, fmt.Errorf("location ID must be greater than 0")
+	}
+
+	endpoint := fmt.Sprintf("/locations/%d", locationID)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get location: %w", err)
+	}
+
+	// API response format not documented, assuming direct format
+	var location Location
+	if err := json.Unmarshal(resp.Body, &location); err != nil {
+		return nil, fmt.Errorf("failed to parse location: %w", err)
+	}
+
+	return &location, nil
+}
+
+// GetLocationAvailability retrieves real-time availability for a specific location
+func (c *Client) GetLocationAvailability(locationID int) (*LocationAvailability, error) {
+	if locationID <= 0 {
+		return nil, fmt.Errorf("location ID must be greater than 0")
+	}
+
+	endpoint := fmt.Sprintf("/locations/%d/availability", locationID)
+
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get location availability: %w", err)
+	}
+
+	// API response format not documented, assuming direct format
+	var availability LocationAvailability
+	if err := json.Unmarshal(resp.Body, &availability); err != nil {
+		return nil, fmt.Errorf("failed to parse location availability: %w", err)
+	}
+
+	return &availability, nil
+}
--- a/pkg/ionet/jsonutil.go
+++ b/pkg/ionet/jsonutil.go
@@ -0,0 +1,96 @@
+package ionet
+
+import (
+	"encoding/json"
+	"strings"
+	"time"
+
+	"github.com/samber/lo"
+)
+
+// decodeWithFlexibleTimes unmarshals API responses while tolerating timestamp strings
+// that omit timezone information by normalizing them to RFC3339Nano.
+func decodeWithFlexibleTimes(data []byte, target interface{}) error {
+	var intermediate interface{}
+	if err := json.Unmarshal(data, &intermediate); err != nil {
+		return err
+	}
+
+	normalized := normalizeTimeValues(intermediate)
+	reencoded, err := json.Marshal(normalized)
+	if err != nil {
+		return err
+	}
+
+	return json.Unmarshal(reencoded, target)
+}
+
+func decodeData[T any](data []byte, target *T) error {
+	var wrapper struct {
+		Data T `json:"data"`
+	}
+	if err := json.Unmarshal(data, &wrapper); err != nil {
+		return err
+	}
+	*target = wrapper.Data
+	return nil
+}
+
+func decodeDataWithFlexibleTimes[T any](data []byte, target *T) error {
+	var wrapper struct {
+		Data T `json:"data"`
+	}
+	if err := decodeWithFlexibleTimes(data, &wrapper); err != nil {
+		return err
+	}
+	*target = wrapper.Data
+	return nil
+}
+
+func normalizeTimeValues(value interface{}) interface{} {
+	switch v := value.(type) {
+	case map[string]interface{}:
+		return lo.MapValues(v, func(val interface{}, _ string) interface{} {
+			return normalizeTimeValues(val)
+		})
+	case []interface{}:
+		return lo.Map(v, func(item interface{}, _ int) interface{} {
+			return normalizeTimeValues(item)
+		})
+	case string:
+		if normalized, changed := normalizeTimeString(v); changed {
+			return normalized
+		}
+		return v
+	default:
+		return value
+	}
+}
+
+func normalizeTimeString(input string) (string, bool) {
+	trimmed := strings.TrimSpace(input)
+	if trimmed == "" {
+		return input, false
+	}
+
+	if _, err := time.Parse(time.RFC3339Nano, trimmed); err == nil {
+		return trimmed, trimmed != input
+	}
+	if _, err := time.Parse(time.RFC3339, trimmed); err == nil {
+		return trimmed, trimmed != input
+	}
+
+	layouts := []string{
+		"2006-01-02T15:04:05.999999999",
+		"2006-01-02T15:04:05.999999",
+		"2006-01-02T15:04:05",
+	}
+
+	for _, layout := range layouts {
+		if parsed, err := time.Parse(layout, trimmed); err == nil {
+			return parsed.UTC().Format(time.RFC3339Nano), true
+		}
+	}
+
+	return input, false
+}
--- a/pkg/ionet/types.go
+++ b/pkg/ionet/types.go
@@ -0,0 +1,353 @@
+package ionet
+
+import (
+	"time"
+)
+
+// Client represents the IO.NET API client
+type Client struct {
+	BaseURL    string
+	APIKey     string
+	HTTPClient HTTPClient
+}
+
+// HTTPClient interface for making HTTP requests
+type HTTPClient interface {
+	Do(req *HTTPRequest) (*HTTPResponse, error)
+}
+
+// HTTPRequest represents an HTTP request
+type HTTPRequest struct {
+	Method  string
+	URL     string
+	Headers map[string]string
+	Body    []byte
+}
+
+// HTTPResponse represents an HTTP response
+type HTTPResponse struct {
+	StatusCode int
+	Headers    map[string]string
+	Body       []byte
+}
+
+// DeploymentRequest represents a container deployment request
+type DeploymentRequest struct {
+	ResourcePrivateName string          `json:"resource_private_name"`
+	DurationHours       int             `json:"duration_hours"`
+	GPUsPerContainer    int             `json:"gpus_per_container"`
+	HardwareID          int             `json:"hardware_id"`
+	LocationIDs         []int           `json:"location_ids"`
+	ContainerConfig     ContainerConfig `json:"container_config"`
+	RegistryConfig      RegistryConfig  `json:"registry_config"`
+}
+
+// ContainerConfig represents container configuration
+type ContainerConfig struct {
+	ReplicaCount       int               `json:"replica_count"`
+	EnvVariables       map[string]string `json:"env_variables,omitempty"`
+	SecretEnvVariables map[string]string `json:"secret_env_variables,omitempty"`
+	Entrypoint         []string          `json:"entrypoint,omitempty"`
+	TrafficPort        int               `json:"traffic_port,omitempty"`
+	Args               []string          `json:"args,omitempty"`
+}
+
+// RegistryConfig represents registry configuration
+type RegistryConfig struct {
+	ImageURL         string `json:"image_url"`
+	RegistryUsername string `json:"registry_username,omitempty"`
+	RegistrySecret   string `json:"registry_secret,omitempty"`
+}
+
+// DeploymentResponse represents the response from deployment creation
+type DeploymentResponse struct {
+	DeploymentID string `json:"deployment_id"`
+	Status       string `json:"status"`
+}
+
+// DeploymentDetail represents detailed deployment information
+type DeploymentDetail struct {
+	ID                      string                    `json:"id"`
+	Status                  string                    `json:"status"`
+	CreatedAt               time.Time                 `json:"created_at"`
+	StartedAt               *time.Time                `json:"started_at,omitempty"`
+	FinishedAt              *time.Time                `json:"finished_at,omitempty"`
+	AmountPaid              float64                   `json:"amount_paid"`
+	CompletedPercent        float64                   `json:"completed_percent"`
+	TotalGPUs               int                       `json:"total_gpus"`
+	GPUsPerContainer        int                       `json:"gpus_per_container"`
+	TotalContainers         int                       `json:"total_containers"`
+	HardwareName            string                    `json:"hardware_name"`
+	HardwareID              int                       `json:"hardware_id"`
+	Locations               []DeploymentLocation      `json:"locations"`
+	BrandName               string                    `json:"brand_name"`
+	ComputeMinutesServed    int                       `json:"compute_minutes_served"`
+	ComputeMinutesRemaining int                       `json:"compute_minutes_remaining"`
+	ContainerConfig         DeploymentContainerConfig `json:"container_config"`
+}
+
+// DeploymentLocation represents a location in deployment details
+type DeploymentLocation struct {
+	ID   int    `json:"id"`
+	ISO2 string `json:"iso2"`
+	Name string `json:"name"`
+}
+
+// DeploymentContainerConfig represents container config in deployment details
+type DeploymentContainerConfig struct {
+	Entrypoint   []string               `json:"entrypoint"`
+	EnvVariables map[string]interface{} `json:"env_variables"`
+	TrafficPort  int                    `json:"traffic_port"`
+	ImageURL     string                 `json:"image_url"`
+}
+
+// Container represents a container within a deployment
+type Container struct {
+	DeviceID         string           `json:"device_id"`
+	ContainerID      string           `json:"container_id"`
+	Hardware         string           `json:"hardware"`
+	BrandName        string           `json:"brand_name"`
+	CreatedAt        time.Time        `json:"created_at"`
+	UptimePercent    int              `json:"uptime_percent"`
+	GPUsPerContainer int              `json:"gpus_per_container"`
+	Status           string           `json:"status"`
+	ContainerEvents  []ContainerEvent `json:"container_events"`
+	PublicURL        string           `json:"public_url"`
+}
+
+// ContainerEvent represents a container event
+type ContainerEvent struct {
+	Time    time.Time `json:"time"`
+	Message string    `json:"message"`
+}
+
+// ContainerList represents a list of containers
+type ContainerList struct {
+	Total   int         `json:"total"`
+	Workers []Container `json:"workers"`
+}
+
+// Deployment represents a deployment in the list
+type Deployment struct {
+	ID                      string    `json:"id"`
+	Status                  string    `json:"status"`
+	Name                    string    `json:"name"`
+	CompletedPercent        float64   `json:"completed_percent"`
+	HardwareQuantity        int       `json:"hardware_quantity"`
+	BrandName               string    `json:"brand_name"`
+	HardwareName            string    `json:"hardware_name"`
+	Served                  string    `json:"served"`
+	Remaining               string    `json:"remaining"`
+	ComputeMinutesServed    int       `json:"compute_minutes_served"`
+	ComputeMinutesRemaining int       `json:"compute_minutes_remaining"`
+	CreatedAt               time.Time `json:"created_at"`
+	GPUCount                int       `json:"-"` // Derived from HardwareQuantity
+	Replicas                int       `json:"-"` // Derived from HardwareQuantity
+}
+
+// DeploymentList represents a list of deployments with pagination
+type DeploymentList struct {
+	Deployments []Deployment `json:"deployments"`
+	Total       int          `json:"total"`
+	Statuses    []string     `json:"statuses"`
+}
+
+// AvailableReplica represents replica availability for a location
+type AvailableReplica struct {
+	LocationID     int    `json:"location_id"`
+	LocationName   string `json:"location_name"`
+	HardwareID     int    `json:"hardware_id"`
+	HardwareName   string `json:"hardware_name"`
+	AvailableCount int    `json:"available_count"`
+	MaxGPUs        int    `json:"max_gpus"`
+}
+
+// AvailableReplicasResponse represents the response for available replicas
+type AvailableReplicasResponse struct {
+	Replicas []AvailableReplica `json:"replicas"`
+}
+
+// MaxGPUResponse represents the response for maximum GPUs per container
+type MaxGPUResponse struct {
+	Hardware []MaxGPUInfo `json:"hardware"`
+	Total    int          `json:"total"`
+}
+
+// MaxGPUInfo represents max GPU information for a hardware type
+type MaxGPUInfo struct {
+	MaxGPUsPerContainer int    `json:"max_gpus_per_container"`
+	Available           int    `json:"available"`
+	HardwareID          int    `json:"hardware_id"`
+	HardwareName        string `json:"hardware_name"`
+	BrandName           string `json:"brand_name"`
+}
+
+// PriceEstimationRequest represents a price estimation request
+type PriceEstimationRequest struct {
+	LocationIDs      []int  `json:"location_ids"`
+	HardwareID       int    `json:"hardware_id"`
+	GPUsPerContainer int    `json:"gpus_per_container"`
+	DurationHours    int    `json:"duration_hours"`
+	ReplicaCount     int    `json:"replica_count"`
+	Currency         string `json:"currency"`
+	DurationType     string `json:"duration_type"`
+	DurationQty      int    `json:"duration_qty"`
+	HardwareQty      int    `json:"hardware_qty"`
+}
+
+// PriceEstimationResponse represents the price estimation response
+type PriceEstimationResponse struct {
+	EstimatedCost   float64        `json:"estimated_cost"`
+	Currency        string         `json:"currency"`
+	PriceBreakdown  PriceBreakdown `json:"price_breakdown"`
+	EstimationValid bool           `json:"estimation_valid"`
+}
+
+// PriceBreakdown represents detailed cost breakdown
+type PriceBreakdown struct {
+	ComputeCost float64 `json:"compute_cost"`
+	NetworkCost float64 `json:"network_cost,omitempty"`
+	StorageCost float64 `json:"storage_cost,omitempty"`
+	TotalCost   float64 `json:"total_cost"`
+	HourlyRate  float64 `json:"hourly_rate"`
+}
+
+// ContainerLogs represents container log entries
+type ContainerLogs struct {
+	ContainerID string     `json:"container_id"`
+	Logs        []LogEntry `json:"logs"`
+	HasMore     bool       `json:"has_more"`
+	NextCursor  string     `json:"next_cursor,omitempty"`
+}
+
+// LogEntry represents a single log entry
+type LogEntry struct {
+	Timestamp time.Time `json:"timestamp"`
+	Level     string    `json:"level,omitempty"`
+	Message   string    `json:"message"`
+	Source    string    `json:"source,omitempty"`
+}
+
+// UpdateDeploymentRequest represents request to update deployment configuration
+type UpdateDeploymentRequest struct {
+	EnvVariables       map[string]string `json:"env_variables,omitempty"`
+	SecretEnvVariables map[string]string `json:"secret_env_variables,omitempty"`
+	Entrypoint         []string          `json:"entrypoint,omitempty"`
+	TrafficPort        *int              `json:"traffic_port,omitempty"`
+	ImageURL           string            `json:"image_url,omitempty"`
+	RegistryUsername   string            `json:"registry_username,omitempty"`
+	RegistrySecret     string            `json:"registry_secret,omitempty"`
+	Args               []string          `json:"args,omitempty"`
+	Command            string            `json:"command,omitempty"`
+}
+
+// ExtendDurationRequest represents request to extend deployment duration
+type ExtendDurationRequest struct {
+	DurationHours int `json:"duration_hours"`
+}
+
+// UpdateDeploymentResponse represents response from deployment update
+type UpdateDeploymentResponse struct {
+	Status       string `json:"status"`
+	DeploymentID string `json:"deployment_id"`
+}
+
+// UpdateClusterNameRequest represents request to update cluster name
+type UpdateClusterNameRequest struct {
+	Name string `json:"cluster_name"`
+}
+
+// UpdateClusterNameResponse represents response from cluster name update
+type UpdateClusterNameResponse struct {
+	Status  string `json:"status"`
+	Message string `json:"message"`
+}
+
+// APIError represents an API error response
+type APIError struct {
+	Code    int    `json:"code"`
+	Message string `json:"message"`
+	Details string `json:"details,omitempty"`
+}
+
+// Error implements the error interface
+func (e *APIError) Error() string {
+	if e.Details != "" {
+		return e.Message + ": " + e.Details
+	}
+	return e.Message
+}
+
+// ListDeploymentsOptions represents options for listing deployments
+type ListDeploymentsOptions struct {
+	Status     string `json:"status,omitempty"`      // filter by status
+	LocationID int    `json:"location_id,omitempty"` // filter by location
+	Page       int    `json:"page,omitempty"`        // pagination
+	PageSize   int    `json:"page_size,omitempty"`   // pagination
+	SortBy     string `json:"sort_by,omitempty"`     // sort field
+	SortOrder  string `json:"sort_order,omitempty"`  // asc/desc
+}
+
+// GetLogsOptions represents options for retrieving container logs
+type GetLogsOptions struct {
+	StartTime *time.Time `json:"start_time,omitempty"`
+	EndTime   *time.Time `json:"end_time,omitempty"`
+	Level     string     `json:"level,omitempty"`  // filter by log level
+	Stream    string     `json:"stream,omitempty"` // filter by stdout/stderr streams
+	Limit     int        `json:"limit,omitempty"`  // max number of log entries
+	Cursor    string     `json:"cursor,omitempty"` // pagination cursor
+	Follow    bool       `json:"follow,omitempty"` // stream logs
+}
+
+// HardwareType represents a hardware type available for deployment
+type HardwareType struct {
+	ID             int     `json:"id"`
+	Name           string  `json:"name"`
+	Description    string  `json:"description,omitempty"`
+	GPUType        string  `json:"gpu_type"`
+	GPUMemory      int     `json:"gpu_memory"` // in GB
+	MaxGPUs        int     `json:"max_gpus"`
+	CPU            string  `json:"cpu,omitempty"`
+	Memory         int     `json:"memory,omitempty"`  // in GB
+	Storage        int     `json:"storage,omitempty"` // in GB
+	HourlyRate     float64 `json:"hourly_rate"`
+	Available      bool    `json:"available"`
+	BrandName      string  `json:"brand_name,omitempty"`
+	AvailableCount int     `json:"available_count,omitempty"`
+}
+
+// Location represents a deployment location
+type Location struct {
+	ID          int     `json:"id"`
+	Name        string  `json:"name"`
+	ISO2        string  `json:"iso2,omitempty"`
+	Region      string  `json:"region,omitempty"`
+	Country     string  `json:"country,omitempty"`
+	Latitude    float64 `json:"latitude,omitempty"`
+	Longitude   float64 `json:"longitude,omitempty"`
+	Available   int     `json:"available,omitempty"`
+	Description string  `json:"description,omitempty"`
+}
+
+// LocationsResponse represents the list of locations and aggregated metadata.
+type LocationsResponse struct {
+	Locations []Location `json:"locations"`
+	Total     int        `json:"total"`
+}
+
+// LocationAvailability represents real-time availability for a location
+type LocationAvailability struct {
+	LocationID           int                    `json:"location_id"`
+	LocationName         string                 `json:"location_name"`
+	Available            bool                   `json:"available"`
+	HardwareAvailability []HardwareAvailability `json:"hardware_availability"`
+	UpdatedAt            time.Time              `json:"updated_at"`
+}
+
+// HardwareAvailability represents availability for specific hardware at a location
+type HardwareAvailability struct {
+	HardwareID     int    `json:"hardware_id"`
+	HardwareName   string `json:"hardware_name"`
+	AvailableCount int    `json:"available_count"`
+	MaxGPUs        int    `json:"max_gpus"`
+}
--- a/relay/audio_handler.go
+++ b/relay/audio_handler.go
@@ -67,8 +67,11 @@ func AudioHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		service.ResetStatusCode(newAPIError, statusCodeMappingStr)
 		return newAPIError
 	}
-
-	postConsumeQuota(c, info, usage.(*dto.Usage), "")
+	if usage.(*dto.Usage).CompletionTokenDetails.AudioTokens > 0 || usage.(*dto.Usage).PromptTokensDetails.AudioTokens > 0 {
+		service.PostAudioConsumeQuota(c, info, usage.(*dto.Usage), "")
+	} else {
+		postConsumeQuota(c, info, usage.(*dto.Usage))
+	}

 	return nil
 }
--- a/relay/channel/adapter.go
+++ b/relay/channel/adapter.go
@@ -47,7 +47,7 @@ type TaskAdaptor interface {
 	GetChannelName() string

 	// FetchTask
-	FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error)
+	FetchTask(baseUrl, key string, body map[string]any, proxy string) (*http.Response, error)

 	ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error)
 }
--- a/relay/channel/ali/adaptor.go
+++ b/relay/channel/ali/adaptor.go
@@ -19,6 +19,22 @@ import (
 )

 type Adaptor struct {
+	IsSyncImageModel bool
+}
+
+var syncModels = []string{
+	"z-image",
+	"qwen-image",
+	"wan2.6",
+}
+
+func isSyncImageModel(modelName string) bool {
+	for _, m := range syncModels {
+		if strings.Contains(modelName, m) {
+			return true
+		}
+	}
+	return false
 }

 func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dto.GeminiChatRequest) (any, error) {
@@ -45,10 +61,16 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		case constant.RelayModeRerank:
 			fullRequestURL = fmt.Sprintf("%s/api/v1/services/rerank/text-rerank/text-rerank", info.ChannelBaseUrl)
 		case constant.RelayModeImagesGenerations:
-			fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/text2image/image-synthesis", info.ChannelBaseUrl)
+			if isSyncImageModel(info.OriginModelName) {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
+			} else {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/text2image/image-synthesis", info.ChannelBaseUrl)
+			}
 		case constant.RelayModeImagesEdits:
-			if isWanModel(info.OriginModelName) {
+			if isOldWanModel(info.OriginModelName) {
 				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/image2image/image-synthesis", info.ChannelBaseUrl)
+			} else if isWanModel(info.OriginModelName) {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/image-generation/generation", info.ChannelBaseUrl)
 			} else {
 				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
 			}
@@ -72,7 +94,11 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *rel
 		req.Set("X-DashScope-Plugin", c.GetString("plugin"))
 	}
 	if info.RelayMode == constant.RelayModeImagesGenerations {
-		req.Set("X-DashScope-Async", "enable")
+		if isSyncImageModel(info.OriginModelName) {
+
+		} else {
+			req.Set("X-DashScope-Async", "enable")
+		}
 	}
 	if info.RelayMode == constant.RelayModeImagesEdits {
 		if isWanModel(info.OriginModelName) {
@@ -108,15 +134,25 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn

 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
 	if info.RelayMode == constant.RelayModeImagesGenerations {
-		aliRequest, err := oaiImage2Ali(request)
+		if isSyncImageModel(info.OriginModelName) {
+			a.IsSyncImageModel = true
+		}
+		aliRequest, err := oaiImage2AliImageRequest(info, request, a.IsSyncImageModel)
 		if err != nil {
-			return nil, fmt.Errorf("convert image request failed: %w", err)
+			return nil, fmt.Errorf("convert image request to async ali image request failed: %w", err)
 		}
 		return aliRequest, nil
 	} else if info.RelayMode == constant.RelayModeImagesEdits {
-		if isWanModel(info.OriginModelName) {
+		if isOldWanModel(info.OriginModelName) {
 			return oaiFormEdit2WanxImageEdit(c, info, request)
 		}
+		if isSyncImageModel(info.OriginModelName) {
+			if isWanModel(info.OriginModelName) {
+				a.IsSyncImageModel = false
+			} else {
+				a.IsSyncImageModel = true
+			}
+		}
 		// 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") {
@@ -126,9 +162,9 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 			}
 			return aliRequest, nil
 		} else {
-			aliRequest, err := oaiImage2Ali(request)
+			aliRequest, err := oaiImage2AliImageRequest(info, request, a.IsSyncImageModel)
 			if err != nil {
-				return nil, fmt.Errorf("convert image request failed: %w", err)
+				return nil, fmt.Errorf("convert image request to async ali image request failed: %w", err)
 			}
 			return aliRequest, nil
 		}
@@ -169,13 +205,9 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 	default:
 		switch info.RelayMode {
 		case constant.RelayModeImagesGenerations:
-			err, usage = aliImageHandler(c, resp, info)
+			err, usage = aliImageHandler(a, c, resp, info)
 		case constant.RelayModeImagesEdits:
-			if isWanModel(info.OriginModelName) {
-				err, usage = aliImageHandler(c, resp, info)
-			} else {
-				err, usage = aliImageEditHandler(c, resp, info)
-			}
+			err, usage = aliImageHandler(a, c, resp, info)
 		case constant.RelayModeRerank:
 			err, usage = RerankHandler(c, resp, info)
 		default:
--- a/relay/channel/ali/dto.go
+++ b/relay/channel/ali/dto.go
@@ -1,6 +1,13 @@
 package ali

-import "github.com/QuantumNous/new-api/dto"
+import (
+	"strings"
+
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/gin-gonic/gin"
+)

 type AliMessage struct {
 	Content any    `json:"content"`
@@ -65,6 +72,7 @@ type AliUsage struct {
 	InputTokens  int `json:"input_tokens"`
 	OutputTokens int `json:"output_tokens"`
 	TotalTokens  int `json:"total_tokens"`
+	ImageCount   int `json:"image_count,omitempty"`
 }

 type TaskResult struct {
@@ -75,14 +83,78 @@ type TaskResult struct {
 }

 type AliOutput struct {
-	TaskId       string           `json:"task_id,omitempty"`
-	TaskStatus   string           `json:"task_status,omitempty"`
-	Text         string           `json:"text"`
-	FinishReason string           `json:"finish_reason"`
-	Message      string           `json:"message,omitempty"`
-	Code         string           `json:"code,omitempty"`
-	Results      []TaskResult     `json:"results,omitempty"`
-	Choices      []map[string]any `json:"choices,omitempty"`
+	TaskId       string       `json:"task_id,omitempty"`
+	TaskStatus   string       `json:"task_status,omitempty"`
+	Text         string       `json:"text"`
+	FinishReason string       `json:"finish_reason"`
+	Message      string       `json:"message,omitempty"`
+	Code         string       `json:"code,omitempty"`
+	Results      []TaskResult `json:"results,omitempty"`
+	Choices      []struct {
+		FinishReason string `json:"finish_reason,omitempty"`
+		Message      struct {
+			Role             string            `json:"role,omitempty"`
+			Content          []AliMediaContent `json:"content,omitempty"`
+			ReasoningContent string            `json:"reasoning_content,omitempty"`
+		} `json:"message,omitempty"`
+	} `json:"choices,omitempty"`
+}
+
+func (o *AliOutput) ChoicesToOpenAIImageDate(c *gin.Context, responseFormat string) []dto.ImageData {
+	var imageData []dto.ImageData
+	if len(o.Choices) > 0 {
+		for _, choice := range o.Choices {
+			var data dto.ImageData
+			for _, content := range choice.Message.Content {
+				if content.Image != "" {
+					if strings.HasPrefix(content.Image, "http") {
+						var b64Json string
+						if responseFormat == "b64_json" {
+							_, b64, err := service.GetImageFromUrl(content.Image)
+							if err != nil {
+								logger.LogError(c, "get_image_data_failed: "+err.Error())
+								continue
+							}
+							b64Json = b64
+						}
+						data.Url = content.Image
+						data.B64Json = b64Json
+					} else {
+						data.B64Json = content.Image
+					}
+				} else if content.Text != "" {
+					data.RevisedPrompt = content.Text
+				}
+			}
+			imageData = append(imageData, data)
+		}
+	}
+
+	return imageData
+}
+
+func (o *AliOutput) ResultToOpenAIImageDate(c *gin.Context, responseFormat string) []dto.ImageData {
+	var imageData []dto.ImageData
+	for _, data := range o.Results {
+		var b64Json string
+		if responseFormat == "b64_json" {
+			_, b64, err := service.GetImageFromUrl(data.Url)
+			if err != nil {
+				logger.LogError(c, "get_image_data_failed: "+err.Error())
+				continue
+			}
+			b64Json = b64
+		} else {
+			b64Json = data.B64Image
+		}
+
+		imageData = append(imageData, dto.ImageData{
+			Url:           data.Url,
+			B64Json:       b64Json,
+			RevisedPrompt: "",
+		})
+	}
+	return imageData
 }

 type AliResponse struct {
@@ -92,18 +164,26 @@ type AliResponse struct {
 }

 type AliImageRequest struct {
-	Model          string `json:"model"`
-	Input          any    `json:"input"`
-	Parameters     any    `json:"parameters,omitempty"`
-	ResponseFormat string `json:"response_format,omitempty"`
+	Model          string             `json:"model"`
+	Input          any                `json:"input"`
+	Parameters     AliImageParameters `json:"parameters,omitempty"`
+	ResponseFormat string             `json:"response_format,omitempty"`
 }

 type AliImageParameters struct {
-	Size      string `json:"size,omitempty"`
-	N         int    `json:"n,omitempty"`
-	Steps     string `json:"steps,omitempty"`
-	Scale     string `json:"scale,omitempty"`
-	Watermark *bool  `json:"watermark,omitempty"`
+	Size         string `json:"size,omitempty"`
+	N            int    `json:"n,omitempty"`
+	Steps        string `json:"steps,omitempty"`
+	Scale        string `json:"scale,omitempty"`
+	Watermark    *bool  `json:"watermark,omitempty"`
+	PromptExtend *bool  `json:"prompt_extend,omitempty"`
+}
+
+func (p *AliImageParameters) PromptExtendValue() bool {
+	if p != nil && p.PromptExtend != nil {
+		return *p.PromptExtend
+	}
+	return false
 }

 type AliImageInput struct {
--- a/relay/channel/ali/image.go
+++ b/relay/channel/ali/image.go
@@ -1,7 +1,6 @@
 package ali

 import (
-	"context"
 	"encoding/base64"
 	"errors"
 	"fmt"
@@ -21,17 +20,23 @@ import (
 	"github.com/gin-gonic/gin"
 )

-func oaiImage2Ali(request dto.ImageRequest) (*AliImageRequest, error) {
+func oaiImage2AliImageRequest(info *relaycommon.RelayInfo, request dto.ImageRequest, isSync bool) (*AliImageRequest, error) {
 	var imageRequest AliImageRequest
 	imageRequest.Model = request.Model
 	imageRequest.ResponseFormat = request.ResponseFormat
-	logger.LogJson(context.Background(), "oaiImage2Ali request extra", request.Extra)
 	if request.Extra != nil {
 		if val, ok := request.Extra["parameters"]; ok {
 			err := common.Unmarshal(val, &imageRequest.Parameters)
 			if err != nil {
 				return nil, fmt.Errorf("invalid parameters field: %w", err)
 			}
+		} else {
+			// 兼容没有parameters字段的情况，从openai标准字段中提取参数
+			imageRequest.Parameters = AliImageParameters{
+				Size:      strings.Replace(request.Size, "x", "*", -1),
+				N:         int(request.N),
+				Watermark: request.Watermark,
+			}
 		}
 		if val, ok := request.Extra["input"]; ok {
 			err := common.Unmarshal(val, &imageRequest.Input)
@@ -41,23 +46,44 @@ func oaiImage2Ali(request dto.ImageRequest) (*AliImageRequest, error) {
 		}
 	}

-	if imageRequest.Parameters == nil {
-		imageRequest.Parameters = AliImageParameters{
-			Size:      strings.Replace(request.Size, "x", "*", -1),
-			N:         int(request.N),
-			Watermark: request.Watermark,
+	if strings.Contains(request.Model, "z-image") {
+		// z-image 开启prompt_extend后，按2倍计费
+		if imageRequest.Parameters.PromptExtendValue() {
+			info.PriceData.AddOtherRatio("prompt_extend", 2)
 		}
 	}

-	if imageRequest.Input == nil {
-		imageRequest.Input = AliImageInput{
-			Prompt: request.Prompt,
+	// 检查n参数
+	if imageRequest.Parameters.N != 0 {
+		info.PriceData.AddOtherRatio("n", float64(imageRequest.Parameters.N))
+	}
+
+	// 同步图片模型和异步图片模型请求格式不一样
+	if isSync {
+		if imageRequest.Input == nil {
+			imageRequest.Input = AliImageInput{
+				Messages: []AliMessage{
+					{
+						Role: "user",
+						Content: []AliMediaContent{
+							{
+								Text: request.Prompt,
+							},
+						},
+					},
+				},
+			}
+		}
+	} else {
+		if imageRequest.Input == nil {
+			imageRequest.Input = AliImageInput{
+				Prompt: request.Prompt,
+			}
 		}
 	}

 	return &imageRequest, nil
 }
-
 func getImageBase64sFromForm(c *gin.Context, fieldName string) ([]string, error) {
 	mf := c.Request.MultipartForm
 	if mf == nil {
@@ -199,6 +225,8 @@ func asyncTaskWait(c *gin.Context, info *relaycommon.RelayInfo, taskID string) (
 	var taskResponse AliResponse
 	var responseBody []byte

+	time.Sleep(time.Duration(5) * time.Second)
+
 	for {
 		logger.LogDebug(c, fmt.Sprintf("asyncTaskWait step %d/%d, wait %d seconds", step, maxStep, waitSeconds))
 		step++
@@ -238,32 +266,17 @@ func responseAli2OpenAIImage(c *gin.Context, response *AliResponse, originBody [
 		Created: info.StartTime.Unix(),
 	}

-	for _, data := range response.Output.Results {
-		var b64Json string
-		if responseFormat == "b64_json" {
-			_, b64, err := service.GetImageFromUrl(data.Url)
-			if err != nil {
-				logger.LogError(c, "get_image_data_failed: "+err.Error())
-				continue
-			}
-			b64Json = b64
-		} else {
-			b64Json = data.B64Image
-		}
-
-		imageResponse.Data = append(imageResponse.Data, dto.ImageData{
-			Url:           data.Url,
-			B64Json:       b64Json,
-			RevisedPrompt: "",
-		})
+	if len(response.Output.Results) > 0 {
+		imageResponse.Data = response.Output.ResultToOpenAIImageDate(c, responseFormat)
+	} else if len(response.Output.Choices) > 0 {
+		imageResponse.Data = response.Output.ChoicesToOpenAIImageDate(c, responseFormat)
 	}
-	var mapResponse map[string]any
-	_ = common.Unmarshal(originBody, &mapResponse)
-	imageResponse.Extra = mapResponse
+
+	imageResponse.Metadata = originBody
 	return &imageResponse
 }

-func aliImageHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.Usage) {
+func aliImageHandler(a *Adaptor, c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.Usage) {
 	responseFormat := c.GetString("response_format")

 	var aliTaskResponse AliResponse
@@ -282,66 +295,49 @@ func aliImageHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rela
 		return types.NewError(errors.New(aliTaskResponse.Message), types.ErrorCodeBadResponse), nil
 	}

-	aliResponse, originRespBody, err := asyncTaskWait(c, info, aliTaskResponse.Output.TaskId)
-	if err != nil {
-		return types.NewError(err, types.ErrorCodeBadResponse), nil
-	}
+	var (
+		aliResponse    *AliResponse
+		originRespBody []byte
+	)

-	if aliResponse.Output.TaskStatus != "SUCCEEDED" {
-		return types.WithOpenAIError(types.OpenAIError{
-			Message: aliResponse.Output.Message,
-			Type:    "ali_error",
-			Param:   "",
-			Code:    aliResponse.Output.Code,
-		}, resp.StatusCode), nil
-	}
-
-	fullTextResponse := responseAli2OpenAIImage(c, aliResponse, originRespBody, info, responseFormat)
-	jsonResponse, err := common.Marshal(fullTextResponse)
-	if err != nil {
-		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
-	}
-	service.IOCopyBytesGracefully(c, resp, jsonResponse)
-	return nil, &dto.Usage{}
-}
-
-func aliImageEditHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.Usage) {
-	var aliResponse AliResponse
-	responseBody, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError), nil
-	}
-
-	service.CloseResponseBodyGracefully(resp)
-	err = common.Unmarshal(responseBody, &aliResponse)
-	if err != nil {
-		return types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError), nil
-	}
-
-	if aliResponse.Message != "" {
-		logger.LogError(c, "ali_task_failed: "+aliResponse.Message)
-		return types.NewError(errors.New(aliResponse.Message), types.ErrorCodeBadResponse), nil
-	}
-	var fullTextResponse dto.ImageResponse
-	if len(aliResponse.Output.Choices) > 0 {
-		fullTextResponse = dto.ImageResponse{
-			Created: info.StartTime.Unix(),
-			Data: []dto.ImageData{
-				{
-					Url:     aliResponse.Output.Choices[0]["message"].(map[string]any)["content"].([]any)[0].(map[string]any)["image"].(string),
-					B64Json: "",
-				},
-			},
+	if a.IsSyncImageModel {
+		aliResponse = &aliTaskResponse
+		originRespBody = responseBody
+	} else {
+		// 异步图片模型需要轮询任务结果
+		aliResponse, originRespBody, err = asyncTaskWait(c, info, aliTaskResponse.Output.TaskId)
+		if err != nil {
+			return types.NewError(err, types.ErrorCodeBadResponse), nil
+		}
+		if aliResponse.Output.TaskStatus != "SUCCEEDED" {
+			return types.WithOpenAIError(types.OpenAIError{
+				Message: aliResponse.Output.Message,
+				Type:    "ali_error",
+				Param:   "",
+				Code:    aliResponse.Output.Code,
+			}, resp.StatusCode), nil
 		}
 	}

-	var mapResponse map[string]any
-	_ = common.Unmarshal(responseBody, &mapResponse)
-	fullTextResponse.Extra = mapResponse
-	jsonResponse, err := common.Marshal(fullTextResponse)
+	//logger.LogDebug(c, "ali_async_task_result: "+string(originRespBody))
+	if a.IsSyncImageModel {
+		logger.LogDebug(c, "ali_sync_image_result: "+string(originRespBody))
+	} else {
+		logger.LogDebug(c, "ali_async_image_result: "+string(originRespBody))
+	}
+
+	imageResponses := responseAli2OpenAIImage(c, aliResponse, originRespBody, info, responseFormat)
+	// 可能生成多张图片，修正计费数量n
+	if aliResponse.Usage.ImageCount != 0 {
+		info.PriceData.AddOtherRatio("n", float64(aliResponse.Usage.ImageCount))
+	} else if len(imageResponses.Data) != 0 {
+		info.PriceData.AddOtherRatio("n", float64(len(imageResponses.Data)))
+	}
+	jsonResponse, err := common.Marshal(imageResponses)
 	if err != nil {
 		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
 	}
 	service.IOCopyBytesGracefully(c, resp, jsonResponse)
+
 	return nil, &dto.Usage{}
 }
--- a/relay/channel/ali/image_wan.go
+++ b/relay/channel/ali/image_wan.go
@@ -26,14 +26,22 @@ func oaiFormEdit2WanxImageEdit(c *gin.Context, info *relaycommon.RelayInfo, requ
 	if wanInput.Images, err = getImageBase64sFromForm(c, "image"); err != nil {
 		return nil, fmt.Errorf("get image base64s from form failed: %w", err)
 	}
-	wanParams := WanImageParameters{
+	//wanParams := WanImageParameters{
+	//	N: int(request.N),
+	//}
+	imageRequest.Input = wanInput
+	imageRequest.Parameters = AliImageParameters{
 		N: int(request.N),
 	}
-	imageRequest.Input = wanInput
-	imageRequest.Parameters = wanParams
+	info.PriceData.AddOtherRatio("n", float64(imageRequest.Parameters.N))
+
 	return &imageRequest, nil
 }

+func isOldWanModel(modelName string) bool {
+	return strings.Contains(modelName, "wan") && !strings.Contains(modelName, "wan2.6")
+}
+
 func isWanModel(modelName string) bool {
 	return strings.Contains(modelName, "wan")
 }
--- a/relay/channel/api_request.go
+++ b/relay/channel/api_request.go
@@ -27,8 +27,6 @@ import (
 func SetupApiRequestHeader(info *common.RelayInfo, c *gin.Context, req *http.Header) {
 	if info.RelayMode == constant.RelayModeAudioTranscription || info.RelayMode == constant.RelayModeAudioTranslation {
 		// multipart/form-data
-	} else if info.RelayMode == constant.RelayModeImagesEdits {
-		// multipart/form-data
 	} else if info.RelayMode == constant.RelayModeRealtime {
 		// websocket
 	} else {
--- a/relay/channel/aws/constants.go
+++ b/relay/channel/aws/constants.go
@@ -18,7 +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",
+	"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",
--- a/relay/channel/aws/relay-aws.go
+++ b/relay/channel/aws/relay-aws.go
@@ -18,6 +18,7 @@ import (
 	"github.com/gin-gonic/gin"
 	"github.com/pkg/errors"

+	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/aws/aws-sdk-go-v2/aws"
 	"github.com/aws/aws-sdk-go-v2/credentials"
 	"github.com/aws/aws-sdk-go-v2/service/bedrockruntime"
@@ -129,7 +130,7 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 				Accept:      aws.String("application/json"),
 				ContentType: aws.String("application/json"),
 			}
-			awsReq.Body, err = common.Marshal(awsClaudeReq)
+			awsReq.Body, err = buildAwsRequestBody(c, info, awsClaudeReq)
 			if err != nil {
 				return nil, types.NewError(errors.Wrap(err, "marshal aws request fail"), types.ErrorCodeBadRequestBody)
 			}
@@ -141,7 +142,7 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 				Accept:      aws.String("application/json"),
 				ContentType: aws.String("application/json"),
 			}
-			awsReq.Body, err = common.Marshal(awsClaudeReq)
+			awsReq.Body, err = buildAwsRequestBody(c, info, awsClaudeReq)
 			if err != nil {
 				return nil, types.NewError(errors.Wrap(err, "marshal aws request fail"), types.ErrorCodeBadRequestBody)
 			}
@@ -151,6 +152,24 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 	}
 }

+// buildAwsRequestBody prepares the payload for AWS requests, applying passthrough rules when enabled.
+func buildAwsRequestBody(c *gin.Context, info *relaycommon.RelayInfo, awsClaudeReq any) ([]byte, error) {
+	if model_setting.GetGlobalSettings().PassThroughRequestEnabled || info.ChannelSetting.PassThroughBodyEnabled {
+		body, err := common.GetRequestBody(c)
+		if err != nil {
+			return nil, errors.Wrap(err, "get request body for pass-through fail")
+		}
+		var data map[string]interface{}
+		if err := common.Unmarshal(body, &data); err != nil {
+			return nil, errors.Wrap(err, "pass-through unmarshal request body fail")
+		}
+		delete(data, "model")
+		delete(data, "stream")
+		return common.Marshal(data)
+	}
+	return common.Marshal(awsClaudeReq)
+}
+
 func getAwsRegionPrefix(awsRegionId string) string {
 	parts := strings.Split(awsRegionId, "-")
 	regionPrefix := ""
--- a/relay/channel/baidu/relay-baidu.go
+++ b/relay/channel/baidu/relay-baidu.go
@@ -150,7 +150,7 @@ func baiduHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respon
 		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
 	}
 	if baiduResponse.ErrorMsg != "" {
-		return types.NewError(fmt.Errorf(baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
+		return types.NewError(fmt.Errorf("%s", baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
 	}
 	fullTextResponse := responseBaidu2OpenAI(&baiduResponse)
 	jsonResponse, err := json.Marshal(fullTextResponse)
@@ -175,7 +175,7 @@ func baiduEmbeddingHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *ht
 		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
 	}
 	if baiduResponse.ErrorMsg != "" {
-		return types.NewError(fmt.Errorf(baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
+		return types.NewError(fmt.Errorf("%s", baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
 	}
 	fullTextResponse := embeddingResponseBaidu2OpenAI(&baiduResponse)
 	jsonResponse, err := json.Marshal(fullTextResponse)
--- a/relay/channel/claude/constants.go
+++ b/relay/channel/claude/constants.go
@@ -9,6 +9,7 @@ var ModelList = []string{
 	"claude-3-opus-20240229",
 	"claude-3-haiku-20240307",
 	"claude-3-5-haiku-20241022",
+	"claude-haiku-4-5-20251001",
 	"claude-3-5-sonnet-20240620",
 	"claude-3-5-sonnet-20241022",
 	"claude-3-7-sonnet-20250219",
--- a/relay/channel/claude/relay-claude.go
+++ b/relay/channel/claude/relay-claude.go
@@ -483,9 +483,11 @@ func StreamResponseClaude2OpenAI(reqMode int, claudeResponse *dto.ClaudeResponse
 				}
 			}
 		} else if claudeResponse.Type == "message_delta" {
-			finishReason := stopReasonClaude2OpenAI(*claudeResponse.Delta.StopReason)
-			if finishReason != "null" {
-				choice.FinishReason = &finishReason
+			if claudeResponse.Delta != nil && claudeResponse.Delta.StopReason != nil {
+				finishReason := stopReasonClaude2OpenAI(*claudeResponse.Delta.StopReason)
+				if finishReason != "null" {
+					choice.FinishReason = &finishReason
+				}
 			}
 			//claudeUsage = &claudeResponse.Usage
 		} else if claudeResponse.Type == "message_stop" {
@@ -673,7 +675,7 @@ 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(c, 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
@@ -734,10 +736,7 @@ 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
--- a/relay/channel/cloudflare/relay_cloudflare.go
+++ b/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(c, 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(c, 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
 }
--- a/relay/channel/cohere/relay-cohere.go
+++ b/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(c, 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
--- a/relay/channel/coze/relay-coze.go
+++ b/relay/channel/coze/relay-coze.go
@@ -208,7 +208,7 @@ func handleCozeEvent(c *gin.Context, event string, data string, responseText *st
 			return
 		}

-		common.SysLog(fmt.Sprintf("stream event error: ", errorData.Code, errorData.Message))
+		common.SysLog(fmt.Sprintf("stream event error: %v %v", errorData.Code, errorData.Message))
 	}
 }

--- a/relay/channel/dify/relay-dify.go
+++ b/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(c, responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	}
 	usage.CompletionTokens += nodeToken
 	return usage, nil
--- a/relay/channel/gemini/adaptor.go
+++ b/relay/channel/gemini/adaptor.go
@@ -1,12 +1,10 @@
 package gemini

 import (
-	"encoding/json"
 	"errors"
 	"fmt"
 	"io"
 	"net/http"
-	"slices"
 	"strings"

 	"github.com/QuantumNous/new-api/dto"
@@ -15,6 +13,7 @@ import (
 	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/setting/reasoning"
 	"github.com/QuantumNous/new-api/types"

 	"github.com/gin-gonic/gin"
@@ -57,139 +56,9 @@ func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInf
 	return nil, errors.New("not implemented")
 }

-type ImageConfig struct {
-	AspectRatio string `json:"aspectRatio,omitempty"`
-	ImageSize   string `json:"imageSize,omitempty"`
-}
-
-type SizeMapping struct {
-	AspectRatio string
-	ImageSize   string
-}
-
-type QualityMapping struct {
-	Standard string
-	HD       string
-	High     string
-	FourK    string
-	Auto     string
-}
-
-func getImageSizeMapping() QualityMapping {
-	return QualityMapping{
-		Standard: "1K",
-		HD:       "2K",
-		High:     "2K",
-		FourK:    "4K",
-		Auto:     "1K",
-	}
-}
-
-func getSizeMappings() map[string]SizeMapping {
-	return map[string]SizeMapping{
-		// Gemini 2.5 Flash Image - default 1K resolutions
-		"1024x1024": {AspectRatio: "1:1", ImageSize: ""},
-		"832x1248":  {AspectRatio: "2:3", ImageSize: ""},
-		"1248x832":  {AspectRatio: "3:2", ImageSize: ""},
-		"864x1184":  {AspectRatio: "3:4", ImageSize: ""},
-		"1184x864":  {AspectRatio: "4:3", ImageSize: ""},
-		"896x1152":  {AspectRatio: "4:5", ImageSize: ""},
-		"1152x896":  {AspectRatio: "5:4", ImageSize: ""},
-		"768x1344":  {AspectRatio: "9:16", ImageSize: ""},
-		"1344x768":  {AspectRatio: "16:9", ImageSize: ""},
-		"1536x672":  {AspectRatio: "21:9", ImageSize: ""},
-
-		// Gemini 3 Pro Image Preview resolutions
-		"1536x1024": {AspectRatio: "3:2", ImageSize: ""},
-		"1024x1536": {AspectRatio: "2:3", ImageSize: ""},
-		"1024x1792": {AspectRatio: "9:16", ImageSize: ""},
-		"1792x1024": {AspectRatio: "16:9", ImageSize: ""},
-		"2048x2048": {AspectRatio: "1:1", ImageSize: "2K"},
-		"4096x4096": {AspectRatio: "1:1", ImageSize: "4K"},
-	}
-}
-
-func processSizeParameters(size, quality string) ImageConfig {
-	config := ImageConfig{} // 默认为空值
-
-	if size != "" {
-		if strings.Contains(size, ":") {
-			config.AspectRatio = size // 直接设置，不与默认值比较
-		} else {
-			if mapping, exists := getSizeMappings()[size]; exists {
-				if mapping.AspectRatio != "" {
-					config.AspectRatio = mapping.AspectRatio
-				}
-				if mapping.ImageSize != "" {
-					config.ImageSize = mapping.ImageSize
-				}
-			}
-		}
-	}
-
-	if quality != "" {
-		qualityMapping := getImageSizeMapping()
-		switch strings.ToLower(strings.TrimSpace(quality)) {
-		case "hd", "high":
-			config.ImageSize = qualityMapping.HD
-		case "4k":
-			config.ImageSize = qualityMapping.FourK
-		case "standard", "medium", "low", "auto", "1k":
-			config.ImageSize = qualityMapping.Standard
-		}
-	}
-
-	return config
-}
-
 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
-	if model_setting.IsGeminiModelSupportImagine(info.UpstreamModelName) {
-		var content any
-		if base64Data, err := relaycommon.GetImageBase64sFromForm(c); err == nil {
-			content = []any{
-				dto.MediaContent{
-					Type: dto.ContentTypeText,
-					Text: request.Prompt,
-				},
-				dto.MediaContent{
-					Type: dto.ContentTypeFile,
-					File: &dto.MessageFile{
-						FileData: base64Data.String(),
-					},
-				},
-			}
-		} else {
-			content = request.Prompt
-		}
-
-		chatRequest := dto.GeneralOpenAIRequest{
-			Model: request.Model,
-			Messages: []dto.Message{
-				{Role: "user", Content: content},
-			},
-			N: int(request.N),
-		}
-
-		config := processSizeParameters(strings.TrimSpace(request.Size), request.Quality)
-
-		// 兼容 nano-banana 传quality[imageSize]会报错 An internal error has occurred. Please retry or report in https://developers.generativeai.google/guide/troubleshooting
-		if slices.Contains([]string{"nano-banana", "gemini-2.5-flash-image"}, info.UpstreamModelName) {
-			config.ImageSize = ""
-		}
-
-		googleGenerationConfig := map[string]interface{}{
-			"responseModalities": []string{"TEXT", "IMAGE"},
-			"imageConfig":        config,
-		}
-
-		extraBody := map[string]interface{}{
-			"google": map[string]interface{}{
-				"generationConfig": googleGenerationConfig,
-			},
-		}
-		chatRequest.ExtraBody, _ = json.Marshal(extraBody)
-
-		return a.ConvertOpenAIRequest(c, info, &chatRequest)
+	if !strings.HasPrefix(info.UpstreamModelName, "imagen") {
+		return nil, errors.New("not supported model for image generation")
 	}

 	// convert size to aspect ratio but allow user to specify aspect ratio
@@ -199,8 +68,17 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 		if strings.Contains(size, ":") {
 			aspectRatio = size
 		} else {
-			if mapping, exists := getSizeMappings()[size]; exists && mapping.AspectRatio != "" {
-				aspectRatio = mapping.AspectRatio
+			switch size {
+			case "256x256", "512x512", "1024x1024":
+				aspectRatio = "1:1"
+			case "1536x1024":
+				aspectRatio = "3:2"
+			case "1024x1536":
+				aspectRatio = "2:3"
+			case "1024x1792":
+				aspectRatio = "9:16"
+			case "1792x1024":
+				aspectRatio = "16:9"
 			}
 		}
 	}
@@ -260,6 +138,8 @@ 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, ok := reasoning.TrimEffortSuffix(info.UpstreamModelName); ok && level != "" {
+			info.UpstreamModelName = baseModel
 		}
 	}

@@ -381,10 +261,6 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		return GeminiImageHandler(c, info, resp)
 	}

-	if model_setting.IsGeminiModelSupportImagine(info.UpstreamModelName) {
-		return ChatImageHandler(c, info, resp)
-	}
-
 	// check if the model is an embedding model
 	if strings.HasPrefix(info.UpstreamModelName, "text-embedding") ||
 		strings.HasPrefix(info.UpstreamModelName, "embedding") ||
--- a/relay/channel/gemini/relay-gemini-native.go
+++ b/relay/channel/gemini/relay-gemini-native.go
@@ -5,7 +5,6 @@ import (
 	"net/http"

 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/logger"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
@@ -70,12 +69,7 @@ func NativeGeminiEmbeddingHandler(c *gin.Context, resp *http.Response, info *rel
 		println(string(responseBody))
 	}

-	usage := &dto.Usage{
-		PromptTokens: info.PromptTokens,
-		TotalTokens:  info.PromptTokens,
-	}
-
-	common.SetContextKey(c, constant.ContextKeyLocalCountTokens, true)
+	usage := service.ResponseText2Usage(c, "", info.UpstreamModelName, info.GetEstimatePromptTokens())

 	if info.IsGeminiBatchEmbedding {
 		var geminiResponse dto.GeminiBatchEmbeddingResponse
@@ -100,10 +94,10 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, info *relaycommon.RelayIn
 	helper.SetEventStreamHeaders(c)

 	return geminiStreamHandler(c, info, resp, func(data string, geminiResponse *dto.GeminiChatResponse) bool {
-		// 直接发送 GeminiChatResponse 响应
 		err := helper.StringData(c, data)
 		if err != nil {
-			logger.LogError(c, err.Error())
+			logger.LogError(c, "failed to write stream data: "+err.Error())
+			return false
 		}
 		info.SendResponseCount++
 		return true
--- a/relay/channel/gemini/relay-gemini.go
+++ b/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"
 )

@@ -98,6 +98,7 @@ func clampThinkingBudget(modelName string, budget int) int {
 // "effort": "high" - Allocates a large portion of tokens for reasoning (approximately 80% of max_tokens)
 // "effort": "medium" - Allocates a moderate portion of tokens (approximately 50% of max_tokens)
 // "effort": "low" - Allocates a smaller portion of tokens (approximately 20% of max_tokens)
+// "effort": "minimal" - Allocates a minimal portion of tokens (approximately 5% of max_tokens)
 func clampThinkingBudgetByEffort(modelName string, effort string) int {
 	isNew25Pro := isNew25ProModel(modelName)
 	is25FlashLite := is25FlashLiteModel(modelName)
@@ -118,6 +119,8 @@ func clampThinkingBudgetByEffort(modelName string, effort string) int {
 		maxBudget = maxBudget * 50 / 100
 	case "low":
 		maxBudget = maxBudget * 20 / 100
+	case "minimal":
+		maxBudget = maxBudget * 5 / 100
 	}
 	return clampThinkingBudget(modelName, maxBudget)
 }
@@ -178,12 +181,18 @@ func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.Rel
 					ThinkingBudget: common.GetPointer(0),
 				}
 			}
+		} else if _, level, ok := reasoning.TrimEffortSuffix(info.UpstreamModelName); ok && 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 CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo, base64Data ...*relaycommon.Base64Data) (*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)),
@@ -208,6 +217,7 @@ func CovertOpenAI2Gemini(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{}
@@ -240,13 +250,36 @@ func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 					}
 				}

-				if generationConfig, ok := googleBody["generationConfig"].(map[string]any); ok {
-					generationConfigBytes, err := json.Marshal(generationConfig)
-					if err != nil {
-						return nil, fmt.Errorf("failed to marshal generationConfig: %w", err)
+				// 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")
 					}
-					if err := json.Unmarshal(generationConfigBytes, &geminiRequest.GenerationConfig); err != nil {
-						return nil, fmt.Errorf("failed to unmarshal generationConfig: %w", err)
+					// 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
 					}
 				}
 			}
@@ -341,7 +374,7 @@ func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 	var system_content []string
 	//shouldAddDummyModelMessage := false
 	for _, message := range textRequest.Messages {
-		if message.Role == "system" {
+		if message.Role == "system" || message.Role == "developer" {
 			system_content = append(system_content, message.StringContent())
 			continue
 		} else if message.Role == "tool" || message.Role == "function" {
@@ -422,9 +455,68 @@ func CovertOpenAI2Gemini(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

@@ -464,11 +556,10 @@ func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 					})
 				}
 			} else if part.Type == dto.ContentTypeFile {
-				file := part.GetFile()
-				if file.FileId != "" {
+				if part.GetFile().FileId != "" {
 					return nil, fmt.Errorf("only base64 file is supported in gemini")
 				}
-				format, base64String, err := service.DecodeBase64FileData(file.FileData)
+				format, base64String, err := service.DecodeBase64FileData(part.GetFile().FileData)
 				if err != nil {
 					return nil, fmt.Errorf("decode base64 file data failed: %s", err.Error())
 				}
@@ -1033,7 +1124,7 @@ func geminiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 	if usage.CompletionTokens <= 0 {
 		str := responseText.String()
 		if len(str) > 0 {
-			usage = service.ResponseText2Usage(c, responseText.String(), info.UpstreamModelName, info.PromptTokens)
+			usage = service.ResponseText2Usage(c, responseText.String(), info.UpstreamModelName, info.GetEstimatePromptTokens())
 		} else {
 			usage = &dto.Usage{}
 		}
@@ -1206,11 +1297,7 @@ 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)
@@ -1275,70 +1362,3 @@ func GeminiImageHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.

 	return usage, nil
 }
-
-func convertToOaiImageResponse(geminiResponse *dto.GeminiChatResponse) (*dto.ImageResponse, error) {
-	openAIResponse := &dto.ImageResponse{
-		Created: common.GetTimestamp(),
-		Data:    make([]dto.ImageData, 0),
-	}
-
-	// extract images from candidates' inlineData
-	for _, candidate := range geminiResponse.Candidates {
-		for _, part := range candidate.Content.Parts {
-			if part.InlineData != nil && strings.HasPrefix(part.InlineData.MimeType, "image") {
-				openAIResponse.Data = append(openAIResponse.Data, dto.ImageData{
-					B64Json: part.InlineData.Data,
-				})
-			}
-		}
-	}
-
-	if len(openAIResponse.Data) == 0 {
-		return nil, errors.New("no images found in response")
-	}
-
-	return openAIResponse, nil
-}
-
-func ChatImageHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
-	responseBody, readErr := io.ReadAll(resp.Body)
-	if readErr != nil {
-		return nil, types.NewOpenAIError(readErr, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
-	}
-	service.CloseResponseBodyGracefully(resp)
-
-	if common.DebugEnabled {
-		println("ChatImageHandler response:", string(responseBody))
-	}
-
-	var geminiResponse dto.GeminiChatResponse
-	if jsonErr := common.Unmarshal(responseBody, &geminiResponse); jsonErr != nil {
-		return nil, types.NewOpenAIError(jsonErr, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
-	}
-
-	if len(geminiResponse.Candidates) == 0 {
-		return nil, types.NewOpenAIError(errors.New("no images generated"), types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
-	}
-
-	openAIResponse, err := convertToOaiImageResponse(&geminiResponse)
-	if err != nil {
-		return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
-	}
-
-	jsonResponse, jsonErr := json.Marshal(openAIResponse)
-	if jsonErr != nil {
-		return nil, types.NewError(jsonErr, types.ErrorCodeBadResponseBody)
-	}
-
-	c.Writer.Header().Set("Content-Type", "application/json")
-	c.Writer.WriteHeader(resp.StatusCode)
-	_, _ = c.Writer.Write(jsonResponse)
-
-	usage := &dto.Usage{
-		PromptTokens:     geminiResponse.UsageMetadata.PromptTokenCount,
-		CompletionTokens: geminiResponse.UsageMetadata.CandidatesTokenCount,
-		TotalTokens:      geminiResponse.UsageMetadata.TotalTokenCount,
-	}
-
-	return usage, nil
-}
--- a/relay/channel/minimax/tts.go
+++ b/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),
 	}
--- a/relay/channel/ollama/dto.go
+++ b/relay/channel/ollama/dto.go
@@ -67,3 +67,40 @@ type OllamaEmbeddingResponse struct {
 	Embeddings      [][]float64 `json:"embeddings"`
 	PromptEvalCount int         `json:"prompt_eval_count,omitempty"`
 }
+
+type OllamaTagsResponse struct {
+	Models []OllamaModel `json:"models"`
+}
+
+type OllamaModel struct {
+	Name       string            `json:"name"`
+	Size       int64             `json:"size"`
+	Digest     string            `json:"digest,omitempty"`
+	ModifiedAt string            `json:"modified_at"`
+	Details    OllamaModelDetail `json:"details,omitempty"`
+}
+
+type OllamaModelDetail struct {
+	ParentModel       string   `json:"parent_model,omitempty"`
+	Format            string   `json:"format,omitempty"`
+	Family            string   `json:"family,omitempty"`
+	Families          []string `json:"families,omitempty"`
+	ParameterSize     string   `json:"parameter_size,omitempty"`
+	QuantizationLevel string   `json:"quantization_level,omitempty"`
+}
+
+type OllamaPullRequest struct {
+	Name   string `json:"name"`
+	Stream bool   `json:"stream,omitempty"`
+}
+
+type OllamaPullResponse struct {
+	Status    string `json:"status"`
+	Digest    string `json:"digest,omitempty"`
+	Total     int64  `json:"total,omitempty"`
+	Completed int64  `json:"completed,omitempty"`
+}
+
+type OllamaDeleteRequest struct {
+	Name string `json:"name"`
+}
--- a/relay/channel/ollama/relay-ollama.go
+++ b/relay/channel/ollama/relay-ollama.go
@@ -1,11 +1,13 @@
 package ollama

 import (
+	"bufio"
 	"encoding/json"
 	"fmt"
 	"io"
 	"net/http"
 	"strings"
+	"time"

 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/dto"
@@ -283,3 +285,246 @@ func ollamaEmbeddingHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *h
 	service.IOCopyBytesGracefully(c, resp, out)
 	return usage, nil
 }
+
+func FetchOllamaModels(baseURL, apiKey string) ([]OllamaModel, error) {
+	url := fmt.Sprintf("%s/api/tags", baseURL)
+
+	client := &http.Client{}
+	request, err := http.NewRequest("GET", url, nil)
+	if err != nil {
+		return nil, fmt.Errorf("创建请求失败: %v", err)
+	}
+
+	// Ollama 通常不需要 Bearer token，但为了兼容性保留
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+
+	response, err := client.Do(request)
+	if err != nil {
+		return nil, fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return nil, fmt.Errorf("服务器返回错误 %d: %s", response.StatusCode, string(body))
+	}
+
+	var tagsResponse OllamaTagsResponse
+	body, err := io.ReadAll(response.Body)
+	if err != nil {
+		return nil, fmt.Errorf("读取响应失败: %v", err)
+	}
+
+	err = common.Unmarshal(body, &tagsResponse)
+	if err != nil {
+		return nil, fmt.Errorf("解析响应失败: %v", err)
+	}
+
+	return tagsResponse.Models, nil
+}
+
+// 拉取 Ollama 模型 (非流式)
+func PullOllamaModel(baseURL, apiKey, modelName string) error {
+	url := fmt.Sprintf("%s/api/pull", baseURL)
+
+	pullRequest := OllamaPullRequest{
+		Name:   modelName,
+		Stream: false, // 非流式，简化处理
+	}
+
+	requestBody, err := common.Marshal(pullRequest)
+	if err != nil {
+		return fmt.Errorf("序列化请求失败: %v", err)
+	}
+
+	client := &http.Client{
+		Timeout: 30 * 60 * 1000 * time.Millisecond, // 30分钟超时，支持大模型
+	}
+	request, err := http.NewRequest("POST", url, strings.NewReader(string(requestBody)))
+	if err != nil {
+		return fmt.Errorf("创建请求失败: %v", err)
+	}
+
+	request.Header.Set("Content-Type", "application/json")
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+
+	response, err := client.Do(request)
+	if err != nil {
+		return fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return fmt.Errorf("拉取模型失败 %d: %s", response.StatusCode, string(body))
+	}
+
+	return nil
+}
+
+// 流式拉取 Ollama 模型 (支持进度回调)
+func PullOllamaModelStream(baseURL, apiKey, modelName string, progressCallback func(OllamaPullResponse)) error {
+	url := fmt.Sprintf("%s/api/pull", baseURL)
+
+	pullRequest := OllamaPullRequest{
+		Name:   modelName,
+		Stream: true, // 启用流式
+	}
+
+	requestBody, err := common.Marshal(pullRequest)
+	if err != nil {
+		return fmt.Errorf("序列化请求失败: %v", err)
+	}
+
+	client := &http.Client{
+		Timeout: 60 * 60 * 1000 * time.Millisecond, // 1小时超时，支持超大模型
+	}
+	request, err := http.NewRequest("POST", url, strings.NewReader(string(requestBody)))
+	if err != nil {
+		return fmt.Errorf("创建请求失败: %v", err)
+	}
+
+	request.Header.Set("Content-Type", "application/json")
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+
+	response, err := client.Do(request)
+	if err != nil {
+		return fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return fmt.Errorf("拉取模型失败 %d: %s", response.StatusCode, string(body))
+	}
+
+	// 读取流式响应
+	scanner := bufio.NewScanner(response.Body)
+	successful := false
+	for scanner.Scan() {
+		line := scanner.Text()
+		if strings.TrimSpace(line) == "" {
+			continue
+		}
+
+		var pullResponse OllamaPullResponse
+		if err := common.Unmarshal([]byte(line), &pullResponse); err != nil {
+			continue // 忽略解析失败的行
+		}
+
+		if progressCallback != nil {
+			progressCallback(pullResponse)
+		}
+
+		// 检查是否出现错误或完成
+		if strings.EqualFold(pullResponse.Status, "error") {
+			return fmt.Errorf("拉取模型失败: %s", strings.TrimSpace(line))
+		}
+		if strings.EqualFold(pullResponse.Status, "success") {
+			successful = true
+			break
+		}
+	}
+
+	if err := scanner.Err(); err != nil {
+		return fmt.Errorf("读取流式响应失败: %v", err)
+	}
+
+	if !successful {
+		return fmt.Errorf("拉取模型未完成: 未收到成功状态")
+	}
+
+	return nil
+}
+
+// 删除 Ollama 模型
+func DeleteOllamaModel(baseURL, apiKey, modelName string) error {
+	url := fmt.Sprintf("%s/api/delete", baseURL)
+
+	deleteRequest := OllamaDeleteRequest{
+		Name: modelName,
+	}
+
+	requestBody, err := common.Marshal(deleteRequest)
+	if err != nil {
+		return fmt.Errorf("序列化请求失败: %v", err)
+	}
+
+	client := &http.Client{}
+	request, err := http.NewRequest("DELETE", url, strings.NewReader(string(requestBody)))
+	if err != nil {
+		return fmt.Errorf("创建请求失败: %v", err)
+	}
+
+	request.Header.Set("Content-Type", "application/json")
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+
+	response, err := client.Do(request)
+	if err != nil {
+		return fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return fmt.Errorf("删除模型失败 %d: %s", response.StatusCode, string(body))
+	}
+
+	return nil
+}
+
+func FetchOllamaVersion(baseURL, apiKey string) (string, error) {
+	trimmedBase := strings.TrimRight(baseURL, "/")
+	if trimmedBase == "" {
+		return "", fmt.Errorf("baseURL 为空")
+	}
+
+	url := fmt.Sprintf("%s/api/version", trimmedBase)
+
+	client := &http.Client{Timeout: 10 * time.Second}
+	request, err := http.NewRequest("GET", url, nil)
+	if err != nil {
+		return "", fmt.Errorf("创建请求失败: %v", err)
+	}
+
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+
+	response, err := client.Do(request)
+	if err != nil {
+		return "", fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+
+	body, err := io.ReadAll(response.Body)
+	if err != nil {
+		return "", fmt.Errorf("读取响应失败: %v", err)
+	}
+
+	if response.StatusCode != http.StatusOK {
+		return "", fmt.Errorf("查询版本失败 %d: %s", response.StatusCode, string(body))
+	}
+
+	var versionResp struct {
+		Version string `json:"version"`
+	}
+
+	if err := json.Unmarshal(body, &versionResp); err != nil {
+		return "", fmt.Errorf("解析响应失败: %v", err)
+	}
+
+	if versionResp.Version == "" {
+		return "", fmt.Errorf("未返回版本信息")
+	}
+
+	return versionResp.Version, nil
+}
--- a/relay/channel/openai/adaptor.go
+++ b/relay/channel/openai/adaptor.go
@@ -42,7 +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", "-none"}
+	effortSuffixes := []string{"-high", "-minimal", "-low", "-medium", "-none", "-xhigh"}
 	for _, suffix := range effortSuffixes {
 		if strings.HasSuffix(model, suffix) {
 			effort := strings.TrimPrefix(suffix, "-")
@@ -306,10 +306,11 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 			request.Temperature = nil
 		}

+		// gpt-5系列模型适配 归零不再支持的参数
 		if strings.HasPrefix(info.UpstreamModelName, "gpt-5") {
-			if info.UpstreamModelName != "gpt-5-chat-latest" {
-				request.Temperature = nil
-			}
+			request.Temperature = nil
+			request.TopP = 0 // oai 的 top_p 默认值是 1.0，但是为了 omitempty 属性直接不传，这里显式设置为 0
+			request.LogProbs = false
 		}

 		// 转换模型推理力度后缀
--- a/relay/channel/openai/audio.go
+++ b/relay/channel/openai/audio.go
@@ -0,0 +1,145 @@
+package openai
+
+import (
+	"bytes"
+	"fmt"
+	"io"
+	"math"
+	"net/http"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relay/helper"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/types"
+	"github.com/gin-gonic/gin"
+)
+
+func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) *dto.Usage {
+	// the status code has been judged before, if there is a body reading failure,
+	// it should be regarded as a non-recoverable error, so it should not return err for external retry.
+	// Analogous to nginx's load balancing, it will only retry if it can't be requested or
+	// if the upstream returns a specific status code, once the upstream has already written the header,
+	// the subsequent failure of the response body should be regarded as a non-recoverable error,
+	// and can be terminated directly.
+	defer service.CloseResponseBodyGracefully(resp)
+	usage := &dto.Usage{}
+	usage.PromptTokens = info.GetEstimatePromptTokens()
+	usage.TotalTokens = info.GetEstimatePromptTokens()
+	for k, v := range resp.Header {
+		c.Writer.Header().Set(k, v[0])
+	}
+	c.Writer.WriteHeader(resp.StatusCode)
+
+	if info.IsStream {
+		helper.StreamScannerHandler(c, resp, info, func(data string) bool {
+			if service.SundaySearch(data, "usage") {
+				var simpleResponse dto.SimpleResponse
+				err := common.Unmarshal([]byte(data), &simpleResponse)
+				if err != nil {
+					logger.LogError(c, err.Error())
+				}
+				if simpleResponse.Usage.TotalTokens != 0 {
+					usage.PromptTokens = simpleResponse.Usage.InputTokens
+					usage.CompletionTokens = simpleResponse.OutputTokens
+					usage.TotalTokens = simpleResponse.TotalTokens
+				}
+			}
+			_ = helper.StringData(c, data)
+			return true
+		})
+	} else {
+		common.SetContextKey(c, constant.ContextKeyLocalCountTokens, true)
+		// 读取响应体到缓冲区
+		bodyBytes, err := io.ReadAll(resp.Body)
+		if err != nil {
+			logger.LogError(c, fmt.Sprintf("failed to read TTS response body: %v", err))
+			c.Writer.WriteHeaderNow()
+			return usage
+		}
+
+		// 写入响应到客户端
+		c.Writer.WriteHeaderNow()
+		_, err = c.Writer.Write(bodyBytes)
+		if err != nil {
+			logger.LogError(c, fmt.Sprintf("failed to write TTS response: %v", err))
+		}
+
+		// 计算音频时长并更新 usage
+		audioFormat := "mp3" // 默认格式
+		if audioReq, ok := info.Request.(*dto.AudioRequest); ok && audioReq.ResponseFormat != "" {
+			audioFormat = audioReq.ResponseFormat
+		}
+
+		var duration float64
+		var durationErr error
+
+		if audioFormat == "pcm" {
+			// PCM 格式没有文件头，根据 OpenAI TTS 的 PCM 参数计算时长
+			// 采样率: 24000 Hz, 位深度: 16-bit (2 bytes), 声道数: 1
+			const sampleRate = 24000
+			const bytesPerSample = 2
+			const channels = 1
+			duration = float64(len(bodyBytes)) / float64(sampleRate*bytesPerSample*channels)
+		} else {
+			ext := "." + audioFormat
+			reader := bytes.NewReader(bodyBytes)
+			duration, durationErr = common.GetAudioDuration(c.Request.Context(), reader, ext)
+		}
+
+		usage.PromptTokensDetails.TextTokens = usage.PromptTokens
+
+		if durationErr != nil {
+			logger.LogWarn(c, fmt.Sprintf("failed to get audio duration: %v", durationErr))
+			// 如果无法获取时长，则设置保底的 CompletionTokens，根据body大小计算
+			sizeInKB := float64(len(bodyBytes)) / 1000.0
+			estimatedTokens := int(math.Ceil(sizeInKB)) // 粗略估算每KB约等于1 token
+			usage.CompletionTokens = estimatedTokens
+			usage.CompletionTokenDetails.AudioTokens = estimatedTokens
+		} else if duration > 0 {
+			// 计算 token: ceil(duration) / 60.0 * 1000，即每分钟 1000 tokens
+			completionTokens := int(math.Round(math.Ceil(duration) / 60.0 * 1000))
+			usage.CompletionTokens = completionTokens
+			usage.CompletionTokenDetails.AudioTokens = completionTokens
+		}
+		usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+	}
+
+	return usage
+}
+
+func OpenaiSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo, responseFormat string) (*types.NewAPIError, *dto.Usage) {
+	defer service.CloseResponseBodyGracefully(resp)
+
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError), nil
+	}
+	// 写入新的 response body
+	service.IOCopyBytesGracefully(c, resp, responseBody)
+
+	var responseData struct {
+		Usage *dto.Usage `json:"usage"`
+	}
+	if err := common.Unmarshal(responseBody, &responseData); err == nil && responseData.Usage != nil {
+		if responseData.Usage.TotalTokens > 0 {
+			usage := responseData.Usage
+			if usage.PromptTokens == 0 {
+				usage.PromptTokens = usage.InputTokens
+			}
+			if usage.CompletionTokens == 0 {
+				usage.CompletionTokens = usage.OutputTokens
+			}
+			return nil, usage
+		}
+	}
+
+	usage := &dto.Usage{}
+	usage.PromptTokens = info.GetEstimatePromptTokens()
+	usage.CompletionTokens = 0
+	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+	return nil, usage
+}
--- a/relay/channel/openai/helper.go
+++ b/relay/channel/openai/helper.go
@@ -172,7 +172,7 @@ func handleLastResponse(lastStreamData string, responseId *string, createAt *int
 	shouldSendLastResp *bool) error {

 	var lastStreamResponse dto.ChatCompletionsStreamResponse
-	if err := json.Unmarshal(common.StringToByteSlice(lastStreamData), &lastStreamResponse); err != nil {
+	if err := common.Unmarshal(common.StringToByteSlice(lastStreamData), &lastStreamResponse); err != nil {
 		return err
 	}

@@ -208,7 +208,6 @@ func HandleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 		helper.Done(c)

 	case types.RelayFormatClaude:
-		info.ClaudeConvertInfo.Done = true
 		var streamResponse dto.ChatCompletionsStreamResponse
 		if err := common.Unmarshal(common.StringToByteSlice(lastStreamData), &streamResponse); err != nil {
 			common.SysLog("error unmarshalling stream response: " + err.Error())
@@ -221,6 +220,7 @@ func HandleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 		for _, resp := range claudeResponses {
 			_ = helper.ClaudeData(c, *resp)
 		}
+		info.ClaudeConvertInfo.Done = true

 	case types.RelayFormatGemini:
 		var streamResponse dto.ChatCompletionsStreamResponse
--- a/relay/channel/openai/relay-openai.go
+++ b/relay/channel/openai/relay-openai.go
@@ -1,7 +1,6 @@
 package openai

 import (
-	"encoding/json"
 	"fmt"
 	"io"
 	"net/http"
@@ -151,7 +150,7 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 		var streamResp struct {
 			Usage *dto.Usage `json:"usage"`
 		}
-		err := json.Unmarshal([]byte(secondLastStreamData), &streamResp)
+		err := common.Unmarshal([]byte(secondLastStreamData), &streamResp)
 		if err == nil && streamResp.Usage != nil && service.ValidUsage(streamResp.Usage) {
 			usage = streamResp.Usage
 			containStreamUsage = true
@@ -183,7 +182,7 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 	}

 	if !containStreamUsage {
-		usage = service.ResponseText2Usage(c, responseTextBuilder.String(), info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(c, responseTextBuilder.String(), info.UpstreamModelName, info.GetEstimatePromptTokens())
 		usage.CompletionTokens += toolCount * 7
 	}

@@ -245,9 +244,9 @@ 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
 	}
@@ -327,68 +326,6 @@ func streamTTSResponse(c *gin.Context, resp *http.Response) {
 	}
 }

-func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) *dto.Usage {
-	// the status code has been judged before, if there is a body reading failure,
-	// it should be regarded as a non-recoverable error, so it should not return err for external retry.
-	// Analogous to nginx's load balancing, it will only retry if it can't be requested or
-	// if the upstream returns a specific status code, once the upstream has already written the header,
-	// the subsequent failure of the response body should be regarded as a non-recoverable error,
-	// and can be terminated directly.
-	defer service.CloseResponseBodyGracefully(resp)
-	usage := &dto.Usage{}
-	usage.PromptTokens = info.PromptTokens
-	usage.TotalTokens = info.PromptTokens
-	for k, v := range resp.Header {
-		c.Writer.Header().Set(k, v[0])
-	}
-	c.Writer.WriteHeader(resp.StatusCode)
-
-	isStreaming := resp.ContentLength == -1 || resp.Header.Get("Content-Length") == ""
-	if isStreaming {
-		streamTTSResponse(c, resp)
-	} else {
-		c.Writer.WriteHeaderNow()
-		_, err := io.Copy(c.Writer, resp.Body)
-		if err != nil {
-			logger.LogError(c, err.Error())
-		}
-	}
-	return usage
-}
-
-func OpenaiSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo, responseFormat string) (*types.NewAPIError, *dto.Usage) {
-	defer service.CloseResponseBodyGracefully(resp)
-
-	responseBody, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError), nil
-	}
-	// 写入新的 response body
-	service.IOCopyBytesGracefully(c, resp, responseBody)
-
-	var responseData struct {
-		Usage *dto.Usage `json:"usage"`
-	}
-	if err := json.Unmarshal(responseBody, &responseData); err == nil && responseData.Usage != nil {
-		if responseData.Usage.TotalTokens > 0 {
-			usage := responseData.Usage
-			if usage.PromptTokens == 0 {
-				usage.PromptTokens = usage.InputTokens
-			}
-			if usage.CompletionTokens == 0 {
-				usage.CompletionTokens = usage.OutputTokens
-			}
-			return nil, usage
-		}
-	}
-
-	usage := &dto.Usage{}
-	usage.PromptTokens = info.PromptTokens
-	usage.CompletionTokens = 0
-	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
-	return nil, usage
-}
-
 func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.RealtimeUsage) {
 	if info == nil || info.ClientWs == nil || info.TargetWs == nil {
 		return types.NewError(fmt.Errorf("invalid websocket connection"), types.ErrorCodeBadResponse), nil
@@ -659,7 +596,7 @@ func applyUsagePostProcessing(info *relaycommon.RelayInfo, usage *dto.Usage, res
 		if usage.PromptTokensDetails.CachedTokens == 0 && usage.PromptCacheHitTokens != 0 {
 			usage.PromptTokensDetails.CachedTokens = usage.PromptCacheHitTokens
 		}
-	case constant.ChannelTypeZhipu_v4:
+	case constant.ChannelTypeZhipu_v4, constant.ChannelTypeMoonshot:
 		if usage.PromptTokensDetails.CachedTokens == 0 {
 			if usage.InputTokensDetails != nil && usage.InputTokensDetails.CachedTokens > 0 {
 				usage.PromptTokensDetails.CachedTokens = usage.InputTokensDetails.CachedTokens
@@ -687,7 +624,7 @@ func extractCachedTokensFromBody(body []byte) (int, bool) {
 		} `json:"usage"`
 	}

-	if err := json.Unmarshal(body, &payload); err != nil {
+	if err := common.Unmarshal(body, &payload); err != nil {
 		return 0, false
 	}

--- a/relay/channel/openai/relay_responses.go
+++ b/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
--- a/relay/channel/palm/adaptor.go
+++ b/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(c, responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	} else {
 		usage, err = palmHandler(c, info, resp)
 	}
--- a/relay/channel/palm/relay-palm.go
+++ b/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
 }
--- a/relay/channel/task/ali/adaptor.go
+++ b/relay/channel/task/ali/adaptor.go
@@ -192,6 +192,10 @@ func sizeToResolution(size string) (string, error) {
 func ProcessAliOtherRatios(aliReq *AliVideoRequest) (map[string]float64, error) {
 	otherRatios := make(map[string]float64)
 	aliRatios := map[string]map[string]float64{
+		"wan2.6-i2v": {
+			"720P":  1,
+			"1080P": 1 / 0.6,
+		},
 		"wan2.5-t2v-preview": {
 			"480P":  1,
 			"720P":  2,
@@ -287,7 +291,9 @@ func (a *TaskAdaptor) convertToAliRequest(info *relaycommon.RelayInfo, req relay
 				aliReq.Parameters.Size = "1280*720"
 			}
 		} else {
-			if strings.HasPrefix(req.Model, "wan2.5") {
+			if strings.HasPrefix(req.Model, "wan2.6") {
+				aliReq.Parameters.Resolution = "1080P"
+			} 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"
@@ -393,7 +399,7 @@ func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *rela
 }

 // FetchTask 查询任务状态
-func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any, proxy string) (*http.Response, error) {
 	taskID, ok := body["task_id"].(string)
 	if !ok {
 		return nil, fmt.Errorf("invalid task_id")
@@ -408,7 +414,11 @@ func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http

 	req.Header.Set("Authorization", "Bearer "+key)

-	return service.GetHttpClient().Do(req)
+	client, err := service.GetHttpClientWithProxy(proxy)
+	if err != nil {
+		return nil, fmt.Errorf("new proxy http client failed: %w", err)
+	}
+	return client.Do(req)
 }

 func (a *TaskAdaptor) GetModelList() []string {
--- a/relay/channel/task/doubao/adaptor.go
+++ b/relay/channel/task/doubao/adaptor.go
@@ -146,7 +146,7 @@ func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *rela
 }

 // FetchTask fetch task status
-func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any, proxy string) (*http.Response, error) {
 	taskID, ok := body["task_id"].(string)
 	if !ok {
 		return nil, fmt.Errorf("invalid task_id")
@@ -163,7 +163,11 @@ func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http
 	req.Header.Set("Content-Type", "application/json")
 	req.Header.Set("Authorization", "Bearer "+key)

-	return service.GetHttpClient().Do(req)
+	client, err := service.GetHttpClientWithProxy(proxy)
+	if err != nil {
+		return nil, fmt.Errorf("new proxy http client failed: %w", err)
+	}
+	return client.Do(req)
 }

 func (a *TaskAdaptor) GetModelList() []string {
--- a/relay/channel/task/gemini/adaptor.go
+++ b/relay/channel/task/gemini/adaptor.go
@@ -24,9 +24,13 @@ import (
 	"github.com/pkg/errors"
 )

-// VideoGenerationConfig represents the video generation configuration
+// ============================
+// Request / Response structures
+// ============================
+
+// GeminiVideoGenerationConfig represents the video generation configuration
 // Based on: https://ai.google.dev/gemini-api/docs/video
-type VideoGenerationConfig struct {
+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
@@ -34,21 +38,15 @@ type VideoGenerationConfig struct {
 	Resolution       string  `json:"resolution,omitempty"`       // video resolution
 }

-type Image struct {
-	BytesBase64Encoded string `json:"bytesBase64Encoded,omitempty"`
-	MimeType           string `json:"mimeType,omitempty"`
+// GeminiVideoRequest represents a single video generation instance
+type GeminiVideoRequest struct {
+	Prompt string `json:"prompt"`
 }

-type VideoRequest struct {
-	Prompt    string `json:"prompt"`
-	Image     *Image `json:"image,omitempty"`
-	LastFrame *Image `json:"lastFrame,omitempty"`
-}
-
-// VideoPayload represents the complete video generation request payload
-type VideoPayload struct {
-	Instances  []VideoRequest        `json:"instances"`
-	Parameters VideoGenerationConfig `json:"parameters,omitempty"`
+// GeminiVideoPayload represents the complete video generation request payload
+type GeminiVideoPayload struct {
+	Instances  []GeminiVideoRequest        `json:"instances"`
+	Parameters GeminiVideoGenerationConfig `json:"parameters,omitempty"`
 }

 type submitResponse struct {
@@ -77,8 +75,6 @@ type operationResponse struct {
 					URI string `json:"uri"`
 				} `json:"video"`
 			} `json:"generatedSamples"`
-			RaiMediaFilteredCount   int      `json:"raiMediaFilteredCount"`
-			RaiMediaFilteredReasons []string `json:"raiMediaFilteredReasons"`
 		} `json:"generateVideoResponse"`
 	} `json:"response"`
 	Error struct {
@@ -104,7 +100,8 @@ func (a *TaskAdaptor) Init(info *relaycommon.RelayInfo) {

 // ValidateRequestAndSetAction parses body, validates fields and sets default action.
 func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.RelayInfo) (taskErr *dto.TaskError) {
-	return relaycommon.ValidateBasicTaskRequest(c, info, constant.TaskActionGenerate)
+	// Use the standard validation method for TaskSubmitReq
+	return relaycommon.ValidateBasicTaskRequest(c, info, constant.TaskActionTextGenerate)
 }

 // BuildRequestURL constructs the upstream URL.
@@ -140,21 +137,13 @@ func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayIn
 	}

 	// Create structured video generation request
-	body := VideoPayload{
-		Instances: []VideoRequest{
+	body := GeminiVideoPayload{
+		Instances: []GeminiVideoRequest{
 			{Prompt: req.Prompt},
 		},
-		Parameters: VideoGenerationConfig{},
+		Parameters: GeminiVideoGenerationConfig{},
 	}

-	if len(req.Images) > 0 {
-		body.Instances[0].Image = a.convertImage(req.Images[0])
-	}
-	if len(req.Images) > 1 {
-		body.Instances[0].LastFrame = a.convertImage(req.Images[1])
-	}
-
-	// Parse metadata for additional configuration
 	metadata := req.Metadata
 	medaBytes, err := json.Marshal(metadata)
 	if err != nil {
@@ -211,7 +200,7 @@ func (a *TaskAdaptor) GetChannelName() string {
 }

 // FetchTask fetch task status
-func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any, proxy string) (*http.Response, error) {
 	taskID, ok := body["task_id"].(string)
 	if !ok {
 		return nil, fmt.Errorf("invalid task_id")
@@ -234,7 +223,11 @@ func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http
 	req.Header.Set("Accept", "application/json")
 	req.Header.Set("x-goog-api-key", key)

-	return service.GetHttpClient().Do(req)
+	client, err := service.GetHttpClientWithProxy(proxy)
+	if err != nil {
+		return nil, fmt.Errorf("new proxy http client failed: %w", err)
+	}
+	return client.Do(req)
 }

 func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error) {
@@ -258,19 +251,20 @@ func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, e
 		return ti, nil
 	}

-	if len(op.Response.GenerateVideoResponse.GeneratedSamples) == 0 {
-		ti.Status = model.TaskStatusFailure
-		ti.Reason = fmt.Sprintf("no generated video url found: %s", strings.Join(op.Response.GenerateVideoResponse.RaiMediaFilteredReasons, "; "))
-	} else {
-		if uri := op.Response.GenerateVideoResponse.GeneratedSamples[0].Video.URI; uri != "" {
-			ti.RemoteUrl = uri
-		}
-		ti.Status = model.TaskStatusSuccess
-	}
+	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
 }

@@ -299,30 +293,6 @@ func (a *TaskAdaptor) ConvertToOpenAIVideo(task *model.Task) ([]byte, error) {
 	return common.Marshal(video)
 }

-func (a *TaskAdaptor) convertImage(imageStr string) *Image {
-	if strings.TrimSpace(imageStr) == "" {
-		return nil
-	}
-	img := &Image{
-		MimeType:           "image/png",
-		BytesBase64Encoded: imageStr,
-	}
-	if strings.HasPrefix(imageStr, "data:image/") {
-		parts := strings.Split(imageStr, ";base64,")
-		if len(parts) == 2 {
-			img.MimeType = strings.TrimPrefix(parts[0], "data:")
-			img.BytesBase64Encoded = parts[1]
-		}
-	} else if strings.HasPrefix(imageStr, "http") {
-		mimeType, data, err := service.GetImageFromUrl(imageStr)
-		if err == nil {
-			img.MimeType = mimeType
-			img.BytesBase64Encoded = data
-		}
-	}
-	return img
-}
-
 // ============================
 // helpers
 // ============================
--- a/relay/channel/task/hailuo/adaptor.go
+++ b/relay/channel/task/hailuo/adaptor.go
@@ -110,7 +110,7 @@ func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *rela
 	return hResp.TaskID, responseBody, nil
 }

-func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any, proxy string) (*http.Response, error) {
 	taskID, ok := body["task_id"].(string)
 	if !ok {
 		return nil, fmt.Errorf("invalid task_id")
@@ -126,7 +126,11 @@ func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http
 	req.Header.Set("Accept", "application/json")
 	req.Header.Set("Authorization", "Bearer "+key)

-	return service.GetHttpClient().Do(req)
+	client, err := service.GetHttpClientWithProxy(proxy)
+	if err != nil {
+		return nil, fmt.Errorf("new proxy http client failed: %w", err)
+	}
+	return client.Do(req)
 }

 func (a *TaskAdaptor) GetModelList() []string {
--- a/Show More
+++ b/Show More