Merge branch 'QuantumNous:main' into main

2025-06-05 18:26:43 +08:00
parent 530af5e358 3665ad672e
commit 6c4242ad2a
106 changed files with 3159 additions and 626 deletions
--- a/README.en.md
+++ b/README.en.md
@@ -1,10 +1,13 @@
+<p align="right">
+   <a href="./README.md">中文</a> | <strong>English</strong>
+</p>
 <div align="center">

 ![new-api](/web/public/logo.png)

 # New API

-🍥 Next Generation LLM Gateway and AI Asset Management System
+🍥 Next-Generation Large Model Gateway and AI Asset Management System

 <a href="https://trendshift.io/repositories/8227" target="_blank"><img src="https://trendshift.io/api/badge/repositories/8227" alt="Calcium-Ion%2Fnew-api | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>

@@ -33,170 +36,158 @@
 > This is an open-source project developed based on [One API](https://github.com/songquanpeng/one-api)

 > [!IMPORTANT]  
-> - Users must comply with OpenAI's [Terms of Use](https://openai.com/policies/terms-of-use) and relevant laws and regulations. Not to be used for illegal purposes.
-> - This project is for personal learning only. Stability is not guaranteed, and no technical support is provided.
+> - This project is for personal learning purposes only, with no guarantee of stability or technical support.
+> - Users must comply with OpenAI's [Terms of Use](https://openai.com/policies/terms-of-use) and **applicable laws and regulations**, and must not use it for illegal purposes.
+> - According to the [《Interim Measures for the Management of Generative Artificial Intelligence Services》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm), please do not provide any unregistered generative AI services to the public in China.
+
+## 📚 Documentation
+
+For detailed documentation, please visit our official Wiki: [https://docs.newapi.pro/](https://docs.newapi.pro/)
+
+You can also access the AI-generated DeepWiki:
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)

 ## ✨ Key Features

-1. 🎨 New UI interface (some interfaces pending update)
-2. 🌍 Multi-language support (work in progress)
-3. 🎨 Added [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) interface support, [Integration Guide](Midjourney.md)
-4. 💰 Online recharge support, configurable in system settings:
-    - [x] EasyPay
-5. 🔍 Query usage quota by key:
-    - Works with [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool)
-6. 📑 Configurable items per page in pagination
-7. 🔄 Compatible with original One API database (one-api.db)
-8. 💵 Support per-request model pricing, configurable in System Settings - Operation Settings
-9. ⚖️ Support channel **weighted random** selection
-10. 📈 Data dashboard (console)
-11. 🔒 Configurable model access per token
-12. 🤖 Telegram authorization login support:
-    1. System Settings - Configure Login Registration - Allow Telegram Login
-    2. Send /setdomain command to [@Botfather](https://t.me/botfather)
-    3. Select your bot, then enter http(s)://your-website/login
-    4. Telegram Bot name is the bot username without @
-13. 🎵 Added [Suno API](https://github.com/Suno-API/Suno-API) interface support, [Integration Guide](Suno.md)
-14. 🔄 Support for Rerank models, compatible with Cohere and Jina, can integrate with Dify, [Integration Guide](Rerank.md)
-15. ⚡ **[OpenAI Realtime API](https://platform.openai.com/docs/guides/realtime/integration)** - Support for OpenAI's Realtime API, including Azure channels
-16. 🧠 Support for setting reasoning effort through model name suffix:
-    - Add suffix `-high` to set high reasoning effort (e.g., `o3-mini-high`)
-    - Add suffix `-medium` to set medium reasoning effort
-    - Add suffix `-low` to set low reasoning effort
-17. 🔄 Thinking to content option `thinking_to_content` in `Channel->Edit->Channel Extra Settings`, default is `false`, when `true`, the `reasoning_content` of the thinking content will be converted to `<think>` tags and concatenated to the content returned.
-18. 🔄 Model rate limit, support setting total request limit and successful request limit in `System Settings->Rate Limit Settings`
-19. 💰 Cache billing support, when enabled can charge a configurable ratio for cache hits:
-    1. Set `Prompt Cache Ratio` in `System Settings -> Operation Settings`
-    2. Set `Prompt Cache Ratio` in channel settings, range 0-1 (e.g., 0.5 means 50% charge on cache hits)
+New API offers a wide range of features, please refer to [Features Introduction](https://docs.newapi.pro/wiki/features-introduction) for details:
+
+1. 🎨 Brand new UI interface
+2. 🌍 Multi-language support
+3. 💰 Online recharge functionality (YiPay)
+4. 🔍 Support for querying usage quotas with keys (works with [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool))
+5. 🔄 Compatible with the original One API database
+6. 💵 Support for pay-per-use model pricing
+7. ⚖️ Support for weighted random channel selection
+8. 📈 Data dashboard (console)
+9. 🔒 Token grouping and model restrictions
+10. 🤖 Support for more authorization login methods (LinuxDO, Telegram, OIDC)
+11. 🔄 Support for Rerank models (Cohere and Jina), [API Documentation](https://docs.newapi.pro/api/jinaai-rerank)
+12. ⚡ Support for OpenAI Realtime API (including Azure channels), [API Documentation](https://docs.newapi.pro/api/openai-realtime)
+13. ⚡ Support for Claude Messages format, [API Documentation](https://docs.newapi.pro/api/anthropic-chat)
+14. Support for entering chat interface via /chat2link route
+15. 🧠 Support for setting reasoning effort through model name suffixes:
+    1. OpenAI o-series models
+        - Add `-high` suffix for high reasoning effort (e.g.: `o3-mini-high`)
+        - Add `-medium` suffix for medium reasoning effort (e.g.: `o3-mini-medium`)
+        - Add `-low` suffix for low reasoning effort (e.g.: `o3-mini-low`)
+    2. Claude thinking models
+        - Add `-thinking` suffix to enable thinking mode (e.g.: `claude-3-7-sonnet-20250219-thinking`)
+16. 🔄 Thinking-to-content functionality
+17. 🔄 Model rate limiting for users
+18. 💰 Cache billing support, which allows billing at a set ratio when cache is hit:
+    1. Set the `Prompt Cache Ratio` option in `System Settings-Operation Settings`
+    2. Set `Prompt Cache Ratio` in the channel, range 0-1, e.g., setting to 0.5 means billing at 50% when cache is hit
    3. Supported channels:
        - [x] OpenAI
        - [x] Azure
        - [x] DeepSeek
-        - [ ] Claude
+        - [x] Claude

 ## Model Support
-This version additionally supports:
-1. Third-party model **gpts** (gpt-4-gizmo-*)
-2. [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) interface, [Integration Guide](Midjourney.md)
-3. Custom channels with full API URL support
-4. [Suno API](https://github.com/Suno-API/Suno-API) interface, [Integration Guide](Suno.md)
-5. Rerank models, supporting [Cohere](https://cohere.ai/) and [Jina](https://jina.ai/), [Integration Guide](Rerank.md)
-6. Dify

-You can add custom models gpt-4-gizmo-* in channels. These are third-party models and cannot be called with official OpenAI keys.
+This version supports multiple models, please refer to [API Documentation-Relay Interface](https://docs.newapi.pro/api) for details:

-## Additional Configurations Beyond One API
- `GENERATE_DEFAULT_TOKEN`: Generate initial token for new users, default `false`
- `STREAMING_TIMEOUT`: Set streaming response timeout, default 60 seconds
- `DIFY_DEBUG`: Output workflow and node info to client for Dify channel, default `true`
- `FORCE_STREAM_OPTION`: Override client stream_options parameter, default `true`
- `GET_MEDIA_TOKEN`: Calculate image tokens, default `true`
- `GET_MEDIA_TOKEN_NOT_STREAM`: Calculate image tokens in non-stream mode, default `true`
- `UPDATE_TASK`: Update async tasks (Midjourney, Suno), default `true`
- `GEMINI_MODEL_MAP`: Specify Gemini model versions (v1/v1beta), format: "model:version", comma-separated
- `COHERE_SAFETY_SETTING`: Cohere model [safety settings](https://docs.cohere.com/docs/safety-modes#overview), options: `NONE`, `CONTEXTUAL`, `STRICT`, default `NONE`
- `GEMINI_VISION_MAX_IMAGE_NUM`: Gemini model maximum image number, default `16`, set to `-1` to disable
- `MAX_FILE_DOWNLOAD_MB`: Maximum file download size in MB, default `20`
- `CRYPTO_SECRET`: Encryption key for encrypting database content
- `AZURE_DEFAULT_API_VERSION`: Azure channel default API version, if not specified in channel settings, use this version, default `2024-12-01-preview`
- `NOTIFICATION_LIMIT_DURATION_MINUTE`: Duration of notification limit in minutes, default `10`
- `NOTIFY_LIMIT_COUNT`: Maximum number of user notifications in the specified duration, default `2`
+1. Third-party models **gpts** (gpt-4-gizmo-*)
+2. Third-party channel [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) interface, [API Documentation](https://docs.newapi.pro/api/midjourney-proxy-image)
+3. Third-party channel [Suno API](https://github.com/Suno-API/Suno-API) interface, [API Documentation](https://docs.newapi.pro/api/suno-music)
+4. Custom channels, supporting full call address input
+5. Rerank models ([Cohere](https://cohere.ai/) and [Jina](https://jina.ai/)), [API Documentation](https://docs.newapi.pro/api/jinaai-rerank)
+6. Claude Messages format, [API Documentation](https://docs.newapi.pro/api/anthropic-chat)
+7. Dify, currently only supports chatflow
+
+## Environment Variable Configuration
+
+For detailed configuration instructions, please refer to [Installation Guide-Environment Variables Configuration](https://docs.newapi.pro/installation/environment-variables):
+
+- `GENERATE_DEFAULT_TOKEN`: Whether to generate initial tokens for newly registered users, default is `false`
+- `STREAMING_TIMEOUT`: Streaming response timeout, default is 60 seconds
+- `DIFY_DEBUG`: Whether to output workflow and node information for Dify channels, default is `true`
+- `FORCE_STREAM_OPTION`: Whether to override client stream_options parameter, default is `true`
+- `GET_MEDIA_TOKEN`: Whether to count image tokens, default is `true`
+- `GET_MEDIA_TOKEN_NOT_STREAM`: Whether to count image tokens in non-streaming cases, default is `true`
+- `UPDATE_TASK`: Whether to update asynchronous tasks (Midjourney, Suno), default is `true`
+- `COHERE_SAFETY_SETTING`: Cohere model safety settings, options are `NONE`, `CONTEXTUAL`, `STRICT`, default is `NONE`
+- `GEMINI_VISION_MAX_IMAGE_NUM`: Maximum number of images for Gemini models, default is `16`
+- `MAX_FILE_DOWNLOAD_MB`: Maximum file download size in MB, default is `20`
+- `CRYPTO_SECRET`: Encryption key used for encrypting database content
+- `AZURE_DEFAULT_API_VERSION`: Azure channel default API version, default is `2025-04-01-preview`
+- `NOTIFICATION_LIMIT_DURATION_MINUTE`: Notification limit duration, default is `10` minutes
+- `NOTIFY_LIMIT_COUNT`: Maximum number of user notifications within the specified duration, default is `2`
+- `ERROR_LOG_ENABLED=true`: Whether to record and display error logs, default is `false`

 ## Deployment

+For detailed deployment guides, please refer to [Installation Guide-Deployment Methods](https://docs.newapi.pro/installation):
+
 > [!TIP]
 > Latest Docker image: `calciumion/new-api:latest`
-> Default account: root, password: 123456

-### Multi-Server Deployment
- Must set `SESSION_SECRET` environment variable, otherwise login state will not be consistent across multiple servers.
- If using a public Redis, must set `CRYPTO_SECRET` environment variable, otherwise Redis content will not be able to be obtained in multi-server deployment.
+### Multi-machine Deployment Considerations
+- Environment variable `SESSION_SECRET` must be set, otherwise login status will be inconsistent across multiple machines
+- If sharing Redis, `CRYPTO_SECRET` must be set, otherwise Redis content cannot be accessed across multiple machines

-### Requirements
- Local database (default): SQLite (Docker deployment must mount `/data` directory)
- Remote database: MySQL >= 5.7.8, PgSQL >= 9.6
+### Deployment Requirements
+- Local database (default): SQLite (Docker deployment must mount the `/data` directory)
+- Remote database: MySQL version >= 5.7.8, PgSQL version >= 9.6

-### Deployment with BT Panel
-Install BT Panel (**version 9.2.0** or above) from [BT Panel Official Website](https://www.bt.cn/new/download.html), choose the stable version script to download and install.  
-After installation, log in to BT Panel and click Docker in the menu bar. First-time access will prompt to install Docker service. Click Install Now and follow the prompts to complete installation.  
-After installation, find **New-API** in the app store, click install, configure basic options to complete installation.  
-[Pictorial Guide](BT.md)
+### Deployment Methods

-### Docker Deployment
+#### Using BaoTa Panel Docker Feature
+Install BaoTa Panel (version **9.2.0** or above), find **New-API** in the application store and install it.
+[Tutorial with images](./docs/BT.md)

-### Using Docker Compose (Recommended)
+#### Using Docker Compose (Recommended)
 ```shell
-# Clone project
+# Download the project
 git clone https://github.com/Calcium-Ion/new-api.git
 cd new-api
 # Edit docker-compose.yml as needed
-# nano docker-compose.yml
-# vim docker-compose.yml
 # Start
 docker-compose up -d
 ```

-#### Update Version
+#### Using Docker Image Directly
 ```shell
-docker-compose pull
-docker-compose up -d
-```
-
-### Direct Docker Image Usage
-```shell
-# SQLite deployment:
+# Using SQLite
 docker run --name new-api -d --restart always -p 3000:3000 -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest

-# MySQL deployment (add -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi"), modify database connection parameters as needed
-# Example:
+# Using MySQL
 docker run --name new-api -d --restart always -p 3000:3000 -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
 ```

-#### Update Version
-```shell
-# Pull the latest image
-docker pull calciumion/new-api:latest
-# Stop and remove the old container
-docker stop new-api
-docker rm new-api
-# Run the new container with the same parameters as before
-docker run --name new-api -d --restart always -p 3000:3000 -e TZ=Asia/Shanghai -v /home/ubuntu/data/new-api:/data calciumion/new-api:latest
-```
+## Channel Retry and Cache
+Channel retry functionality has been implemented, you can set the number of retries in `Settings->Operation Settings->General Settings`. It is **recommended to enable caching**.

-Alternatively, you can use Watchtower for automatic updates (not recommended, may cause database incompatibility):
-```shell
-docker run --rm -v /var/run/docker.sock:/var/run/docker.sock containrrr/watchtower -cR
-```
+### Cache Configuration Method
+1. `REDIS_CONN_STRING`: Set Redis as cache
+2. `MEMORY_CACHE_ENABLED`: Enable memory cache (no need to set manually if Redis is set)

-## Channel Retry
-Channel retry is implemented, configurable in `Settings->Operation Settings->General Settings`. **Cache recommended**.  
-If retry is enabled, the system will automatically use the next priority channel for the same request after a failed request.
+## API Documentation

-### Cache Configuration
-1. `REDIS_CONN_STRING`: Use Redis as cache
-    + Example: `REDIS_CONN_STRING=redis://default:redispw@localhost:49153`
-2. `MEMORY_CACHE_ENABLED`: Enable memory cache, default `false`
-    + Example: `MEMORY_CACHE_ENABLED=true`
+For detailed API documentation, please refer to [API Documentation](https://docs.newapi.pro/api):

-### Why Some Errors Don't Retry
-Error codes 400, 504, 524 won't retry
-### To Enable Retry for 400
-In `Channel->Edit`, set `Status Code Override` to:
-```json
-{
-  "400": "500"
-}
-```
-
-## Integration Guides
- [Midjourney Integration](Midjourney.md)
- [Suno Integration](Suno.md)
+- [Chat API](https://docs.newapi.pro/api/openai-chat)
+- [Image API](https://docs.newapi.pro/api/openai-image)
+- [Rerank API](https://docs.newapi.pro/api/jinaai-rerank)
+- [Realtime API](https://docs.newapi.pro/api/openai-realtime)
+- [Claude Chat API (messages)](https://docs.newapi.pro/api/anthropic-chat)

 ## Related Projects
 - [One API](https://github.com/songquanpeng/one-api): Original project
 - [Midjourney-Proxy](https://github.com/novicezk/midjourney-proxy): Midjourney interface support
- [chatnio](https://github.com/Deeptrain-Community/chatnio): Next-gen AI B/C solution
- [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool): Query usage quota by key
+- [chatnio](https://github.com/Deeptrain-Community/chatnio): Next-generation AI one-stop B/C-end solution
+- [neko-api-key-tool](https://github.com/Calcium-Ion/neko-api-key-tool): Query usage quota with key
+
+Other projects based on New API:
+- [new-api-horizon](https://github.com/Calcium-Ion/new-api-horizon): High-performance optimized version of New API
+- [VoAPI](https://github.com/VoAPI/VoAPI): Frontend beautified version based on New API
+
+## Help and Support
+
+If you have any questions, please refer to [Help and Support](https://docs.newapi.pro/support):
+- [Community Interaction](https://docs.newapi.pro/support/community-interaction)
+- [Issue Feedback](https://docs.newapi.pro/support/feedback-issues)
+- [FAQ](https://docs.newapi.pro/support/faq)

 ## 🌟 Star History

--- a/README.md
+++ b/README.md
@@ -44,6 +44,9 @@

 详细文档请访问我们的官方Wiki：[https://docs.newapi.pro/](https://docs.newapi.pro/)

+也可访问AI生成的DeepWiki:
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+
 ## ✨ 主要特性

 New API提供了丰富的功能，详细特性请参考[特性说明](https://docs.newapi.pro/wiki/features-introduction)：
@@ -107,9 +110,10 @@ New API提供了丰富的功能，详细特性请参考[特性说明](https://do
 - `GEMINI_VISION_MAX_IMAGE_NUM`：Gemini模型最大图片数量，默认 `16`
 - `MAX_FILE_DOWNLOAD_MB`: 最大文件下载大小，单位MB，默认 `20`
 - `CRYPTO_SECRET`：加密密钥，用于加密数据库内容
- `AZURE_DEFAULT_API_VERSION`：Azure渠道默认API版本，默认 `2024-12-01-preview`
+- `AZURE_DEFAULT_API_VERSION`：Azure渠道默认API版本，默认 `2025-04-01-preview`
 - `NOTIFICATION_LIMIT_DURATION_MINUTE`：通知限制持续时间，默认 `10`分钟
 - `NOTIFY_LIMIT_COUNT`：用户通知在指定持续时间内的最大数量，默认 `2`
+- `ERROR_LOG_ENABLED=true`: 是否记录并显示错误日志，默认`false`

 ## 部署

@@ -130,7 +134,7 @@ New API提供了丰富的功能，详细特性请参考[特性说明](https://do

 #### 使用宝塔面板Docker功能部署
 安装宝塔面板（**9.2.0版本**及以上），在应用商店中找到**New-API**安装即可。
-[图文教程](BT.md)
+[图文教程](./docs/BT.md)

 #### 使用Docker Compose部署（推荐）
 ```shell
--- a/common/constants.go
+++ b/common/constants.go
@@ -240,6 +240,7 @@ const (
 	ChannelTypeBaiduV2        = 46
 	ChannelTypeXinference     = 47
 	ChannelTypeXai            = 48
+	ChannelTypeCoze           = 49
 	ChannelTypeDummy          // this one is only for count, do not add any channel after this

 )
@@ -294,4 +295,5 @@ var ChannelBaseURLs = []string{
 	"https://qianfan.baidubce.com",              //46
 	"",                                          //47
 	"https://api.x.ai",                          //48
+	"https://api.coze.cn",                       //49
 }
--- a/constant/azure.go
+++ b/constant/azure.go
@@ -0,0 +1,5 @@
+package constant
+
+import "time"
+
+var AzureNoRemoveDotTime = time.Date(2025, time.May, 10, 0, 0, 0, 0, time.UTC).Unix()
--- a/constant/env.go
+++ b/constant/env.go
@@ -31,7 +31,7 @@ func InitEnv() {
 	GetMediaToken = common.GetEnvOrDefaultBool("GET_MEDIA_TOKEN", true)
 	GetMediaTokenNotStream = common.GetEnvOrDefaultBool("GET_MEDIA_TOKEN_NOT_STREAM", true)
 	UpdateTask = common.GetEnvOrDefaultBool("UPDATE_TASK", true)
-	AzureDefaultAPIVersion = common.GetEnvOrDefaultString("AZURE_DEFAULT_API_VERSION", "2024-12-01-preview")
+	AzureDefaultAPIVersion = common.GetEnvOrDefaultString("AZURE_DEFAULT_API_VERSION", "2025-04-01-preview")
 	GeminiVisionMaxImageNum = common.GetEnvOrDefault("GEMINI_VISION_MAX_IMAGE_NUM", 16)
 	NotifyLimitCount = common.GetEnvOrDefault("NOTIFY_LIMIT_COUNT", 2)
 	NotificationLimitDurationMinute = common.GetEnvOrDefault("NOTIFICATION_LIMIT_DURATION_MINUTE", 10)
--- a/controller/channel-billing.go
+++ b/controller/channel-billing.go
@@ -108,6 +108,13 @@ type DeepSeekUsageResponse struct {
 	} `json:"balance_infos"`
 }

+type OpenRouterCreditResponse struct {
+	Data struct {
+		TotalCredits float64 `json:"total_credits"`
+		TotalUsage   float64 `json:"total_usage"`
+	} `json:"data"`
+}
+
 // GetAuthHeader get auth header
 func GetAuthHeader(token string) http.Header {
 	h := http.Header{}
@@ -281,6 +288,22 @@ func updateChannelAIGC2DBalance(channel *model.Channel) (float64, error) {
 	return response.TotalAvailable, nil
 }

+func updateChannelOpenRouterBalance(channel *model.Channel) (float64, error) {
+	url := "https://openrouter.ai/api/v1/credits"
+	body, err := GetResponseBody("GET", url, channel, GetAuthHeader(channel.Key))
+	if err != nil {
+		return 0, err
+	}
+	response := OpenRouterCreditResponse{}
+	err = json.Unmarshal(body, &response)
+	if err != nil {
+		return 0, err
+	}
+	balance := response.Data.TotalCredits - response.Data.TotalUsage
+	channel.UpdateBalance(balance)
+	return balance, nil
+}
+
 func updateChannelBalance(channel *model.Channel) (float64, error) {
 	baseURL := common.ChannelBaseURLs[channel.Type]
 	if channel.GetBaseURL() == "" {
@@ -307,6 +330,8 @@ func updateChannelBalance(channel *model.Channel) (float64, error) {
 		return updateChannelSiliconFlowBalance(channel)
 	case common.ChannelTypeDeepSeek:
 		return updateChannelDeepSeekBalance(channel)
+	case common.ChannelTypeOpenRouter:
+		return updateChannelOpenRouterBalance(channel)
 	default:
 		return 0, errors.New("尚未实现")
 	}
--- a/controller/channel.go
+++ b/controller/channel.go
@@ -119,8 +119,11 @@ func FetchUpstreamModels(c *gin.Context) {
 		baseURL = channel.GetBaseURL()
 	}
 	url := fmt.Sprintf("%s/v1/models", baseURL)
-	if channel.Type == common.ChannelTypeGemini {
+	switch channel.Type {
+	case common.ChannelTypeGemini:
 		url = fmt.Sprintf("%s/v1beta/openai/models", baseURL)
+	case common.ChannelTypeAli:
+		url = fmt.Sprintf("%s/compatible-mode/v1/models", baseURL)
 	}
 	body, err := GetResponseBody("GET", url, channel, GetAuthHeader(channel.Key))
 	if err != nil {
--- a/controller/option.go
+++ b/controller/option.go
@@ -110,6 +110,15 @@ func UpdateOption(c *gin.Context) {
 			})
 			return
 		}
+	case "ModelRequestRateLimitGroup":
+		err = setting.CheckModelRequestRateLimitGroup(option.Value)
+		if err != nil {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": err.Error(),
+			})
+			return
+		}

 	}
 	err = model.UpdateOption(option.Key, option.Value)
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -4,8 +4,6 @@ import (
 	"bytes"
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
-	"github.com/gorilla/websocket"
 	"io"
 	"log"
 	"net/http"
@@ -20,6 +18,9 @@ import (
 	"one-api/relay/helper"
 	"one-api/service"
 	"strings"
+
+	"github.com/gin-gonic/gin"
+	"github.com/gorilla/websocket"
 )

 func relayHandler(c *gin.Context, relayMode int) *dto.OpenAIErrorWithStatusCode {
@@ -37,6 +38,10 @@ func relayHandler(c *gin.Context, relayMode int) *dto.OpenAIErrorWithStatusCode
 		err = relay.RerankHelper(c, relayMode)
 	case relayconstant.RelayModeEmbeddings:
 		err = relay.EmbeddingHelper(c)
+	case relayconstant.RelayModeResponses:
+		err = relay.ResponsesHelper(c)
+	case relayconstant.RelayModeGemini:
+		err = relay.GeminiHelper(c)
 	default:
 		err = relay.TextHelper(c)
 	}
--- a/controller/user.go
+++ b/controller/user.go
@@ -592,7 +592,14 @@ func UpdateSelf(c *gin.Context) {
 		user.Password = "" // rollback to what it should be
 		cleanUser.Password = ""
 	}
-	updatePassword := user.Password != ""
+	updatePassword, err := checkUpdatePassword(user.OriginalPassword, user.Password, cleanUser.Id)
+	if err != nil {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": err.Error(),
+		})
+		return
+	}
 	if err := cleanUser.Update(updatePassword); err != nil {
 		c.JSON(http.StatusOK, gin.H{
 			"success": false,
@@ -608,6 +615,23 @@ func UpdateSelf(c *gin.Context) {
 	return
 }

+func checkUpdatePassword(originalPassword string, newPassword string, userId int) (updatePassword bool, err error) {
+	var currentUser *model.User
+	currentUser, err = model.GetUserById(userId, true)
+	if err != nil {
+		return
+	}
+	if !common.ValidatePasswordAndHash(originalPassword, currentUser.Password) {
+		err = fmt.Errorf("原密码错误")
+		return
+	}
+	if newPassword == "" {
+		return
+	}
+	updatePassword = true
+	return
+}
+
 func DeleteUser(c *gin.Context) {
 	id, err := strconv.Atoi(c.Param("id"))
 	if err != nil {
--- a/docs/installation/BT.md
+++ b/docs/installation/BT.md
--- a/docs/models/Midjourney.md
+++ b/docs/models/Midjourney.md
--- a/docs/models/Rerank.md
+++ b/docs/models/Rerank.md
--- a/docs/models/Suno.md
+++ b/docs/models/Suno.md
--- a/dto/claude.go
+++ b/dto/claude.go
@@ -18,6 +18,7 @@ type ClaudeMediaMessage struct {
 	Thinking     string               `json:"thinking,omitempty"`
 	Signature    string               `json:"signature,omitempty"`
 	Delta        string               `json:"delta,omitempty"`
+	CacheControl json.RawMessage      `json:"cache_control,omitempty"`
 	// tool_calls
 	Id        string          `json:"id,omitempty"`
 	Name      string          `json:"name,omitempty"`
--- a/dto/dalle.go
+++ b/dto/dalle.go
@@ -12,6 +12,9 @@ type ImageRequest struct {
 	Style          string          `json:"style,omitempty"`
 	User           string          `json:"user,omitempty"`
 	ExtraFields    json.RawMessage `json:"extra_fields,omitempty"`
+	Background     string          `json:"background,omitempty"`
+	Moderation     string          `json:"moderation,omitempty"`
+	OutputFormat   string          `json:"output_format,omitempty"`
 }

 type ImageResponse struct {
--- a/dto/openai_request.go
+++ b/dto/openai_request.go
@@ -2,6 +2,7 @@ package dto

 import (
 	"encoding/json"
+	"one-api/common"
 	"strings"
 )

@@ -28,7 +29,6 @@ type GeneralOpenAIRequest struct {
 	MaxTokens           uint           `json:"max_tokens,omitempty"`
 	MaxCompletionTokens uint           `json:"max_completion_tokens,omitempty"`
 	ReasoningEffort     string         `json:"reasoning_effort,omitempty"`
-	//Reasoning           json.RawMessage   `json:"reasoning,omitempty"`
 	Temperature      *float64          `json:"temperature,omitempty"`
 	TopP             float64           `json:"top_p,omitempty"`
 	TopK             int               `json:"top_k,omitempty"`
@@ -43,6 +43,7 @@ type GeneralOpenAIRequest struct {
 	ResponseFormat   *ResponseFormat   `json:"response_format,omitempty"`
 	EncodingFormat   any               `json:"encoding_format,omitempty"`
 	Seed             float64           `json:"seed,omitempty"`
+	ParallelTooCalls *bool             `json:"parallel_tool_calls,omitempty"`
 	Tools            []ToolCallRequest `json:"tools,omitempty"`
 	ToolChoice       any               `json:"tool_choice,omitempty"`
 	User             string            `json:"user,omitempty"`
@@ -53,6 +54,16 @@ type GeneralOpenAIRequest struct {
 	Audio            any               `json:"audio,omitempty"`
 	EnableThinking   any               `json:"enable_thinking,omitempty"` // ali
 	ExtraBody        any               `json:"extra_body,omitempty"`
+	WebSearchOptions *WebSearchOptions `json:"web_search_options,omitempty"`
+  // OpenRouter Params
+	Reasoning json.RawMessage `json:"reasoning,omitempty"`
+}
+
+func (r *GeneralOpenAIRequest) ToMap() map[string]any {
+	result := make(map[string]any)
+	data, _ := common.EncodeJson(r)
+	_ = common.DecodeJson(data, &result)
+	return result
 }

 type ToolCallRequest struct {
@@ -72,11 +83,11 @@ type StreamOptions struct {
 	IncludeUsage bool `json:"include_usage,omitempty"`
 }

-func (r GeneralOpenAIRequest) GetMaxTokens() int {
+func (r *GeneralOpenAIRequest) GetMaxTokens() int {
 	return int(r.MaxTokens)
 }

-func (r GeneralOpenAIRequest) ParseInput() []string {
+func (r *GeneralOpenAIRequest) ParseInput() []string {
 	if r.Input == nil {
 		return nil
 	}
@@ -114,6 +125,9 @@ type MediaContent struct {
 	ImageUrl   any    `json:"image_url,omitempty"`
 	InputAudio any    `json:"input_audio,omitempty"`
 	File       any    `json:"file,omitempty"`
+	VideoUrl   any    `json:"video_url,omitempty"`
+	// OpenRouter Params
+	CacheControl json.RawMessage `json:"cache_control,omitempty"`
 }

 func (m *MediaContent) GetImageMedia() *MessageImageUrl {
@@ -158,11 +172,16 @@ type MessageFile struct {
 	FileId   string `json:"file_id,omitempty"`
 }

+type MessageVideoUrl struct {
+	Url string `json:"url"`
+}
+
 const (
 	ContentTypeText       = "text"
 	ContentTypeImageURL   = "image_url"
 	ContentTypeInputAudio = "input_audio"
 	ContentTypeFile       = "file"
+	ContentTypeVideoUrl   = "video_url" // 阿里百炼视频识别
 )

 func (m *Message) GetPrefix() bool {
@@ -346,6 +365,15 @@ func (m *Message) ParseContent() []MediaContent {
 						}
 					}
 				}
+			case ContentTypeVideoUrl:
+				if videoUrl, ok := contentItem["video_url"].(string); ok {
+					contentList = append(contentList, MediaContent{
+						Type: ContentTypeVideoUrl,
+						VideoUrl: &MessageVideoUrl{
+							Url: videoUrl,
+						},
+					})
+				}
 			}
 		}
 	}
@@ -355,3 +383,54 @@ func (m *Message) ParseContent() []MediaContent {
 	}
 	return contentList
 }
+
+type WebSearchOptions struct {
+	SearchContextSize string          `json:"search_context_size,omitempty"`
+	UserLocation      json.RawMessage `json:"user_location,omitempty"`
+}
+
+type OpenAIResponsesRequest struct {
+	Model              string               `json:"model"`
+	Input              json.RawMessage      `json:"input,omitempty"`
+	Include            json.RawMessage      `json:"include,omitempty"`
+	Instructions       json.RawMessage      `json:"instructions,omitempty"`
+	MaxOutputTokens    uint                 `json:"max_output_tokens,omitempty"`
+	Metadata           json.RawMessage      `json:"metadata,omitempty"`
+	ParallelToolCalls  bool                 `json:"parallel_tool_calls,omitempty"`
+	PreviousResponseID string               `json:"previous_response_id,omitempty"`
+	Reasoning          *Reasoning           `json:"reasoning,omitempty"`
+	ServiceTier        string               `json:"service_tier,omitempty"`
+	Store              bool                 `json:"store,omitempty"`
+	Stream             bool                 `json:"stream,omitempty"`
+	Temperature        float64              `json:"temperature,omitempty"`
+	Text               json.RawMessage      `json:"text,omitempty"`
+	ToolChoice         json.RawMessage      `json:"tool_choice,omitempty"`
+	Tools              []ResponsesToolsCall `json:"tools,omitempty"`
+	TopP               float64              `json:"top_p,omitempty"`
+	Truncation         string               `json:"truncation,omitempty"`
+	User               string               `json:"user,omitempty"`
+}
+
+type Reasoning struct {
+	Effort  string `json:"effort,omitempty"`
+	Summary string `json:"summary,omitempty"`
+}
+
+type ResponsesToolsCall struct {
+	Type string `json:"type"`
+	// Web Search
+	UserLocation      json.RawMessage `json:"user_location,omitempty"`
+	SearchContextSize string          `json:"search_context_size,omitempty"`
+	// File Search
+	VectorStoreIds []string        `json:"vector_store_ids,omitempty"`
+	MaxNumResults  uint            `json:"max_num_results,omitempty"`
+	Filters        json.RawMessage `json:"filters,omitempty"`
+	// Computer Use
+	DisplayWidth  uint   `json:"display_width,omitempty"`
+	DisplayHeight uint   `json:"display_height,omitempty"`
+	Environment   string `json:"environment,omitempty"`
+	// Function
+	Name        string          `json:"name,omitempty"`
+	Description string          `json:"description,omitempty"`
+	Parameters  json.RawMessage `json:"parameters,omitempty"`
+}
--- a/dto/openai_response.go
+++ b/dto/openai_response.go
@@ -1,5 +1,7 @@
 package dto

+import "encoding/json"
+
 type SimpleResponse struct {
 	Usage `json:"usage"`
 	Error *OpenAIError `json:"error"`
@@ -191,3 +193,68 @@ type OutputTokenDetails struct {
 	AudioTokens     int `json:"audio_tokens"`
 	ReasoningTokens int `json:"reasoning_tokens"`
 }
+
+type OpenAIResponsesResponse struct {
+	ID                 string               `json:"id"`
+	Object             string               `json:"object"`
+	CreatedAt          int                  `json:"created_at"`
+	Status             string               `json:"status"`
+	Error              *OpenAIError         `json:"error,omitempty"`
+	IncompleteDetails  *IncompleteDetails   `json:"incomplete_details,omitempty"`
+	Instructions       string               `json:"instructions"`
+	MaxOutputTokens    int                  `json:"max_output_tokens"`
+	Model              string               `json:"model"`
+	Output             []ResponsesOutput    `json:"output"`
+	ParallelToolCalls  bool                 `json:"parallel_tool_calls"`
+	PreviousResponseID string               `json:"previous_response_id"`
+	Reasoning          *Reasoning           `json:"reasoning"`
+	Store              bool                 `json:"store"`
+	Temperature        float64              `json:"temperature"`
+	ToolChoice         string               `json:"tool_choice"`
+	Tools              []ResponsesToolsCall `json:"tools"`
+	TopP               float64              `json:"top_p"`
+	Truncation         string               `json:"truncation"`
+	Usage              *Usage               `json:"usage"`
+	User               json.RawMessage      `json:"user"`
+	Metadata           json.RawMessage      `json:"metadata"`
+}
+
+type IncompleteDetails struct {
+	Reasoning string `json:"reasoning"`
+}
+
+type ResponsesOutput struct {
+	Type    string                   `json:"type"`
+	ID      string                   `json:"id"`
+	Status  string                   `json:"status"`
+	Role    string                   `json:"role"`
+	Content []ResponsesOutputContent `json:"content"`
+}
+
+type ResponsesOutputContent struct {
+	Type        string        `json:"type"`
+	Text        string        `json:"text"`
+	Annotations []interface{} `json:"annotations"`
+}
+
+const (
+	BuildInToolWebSearchPreview = "web_search_preview"
+	BuildInToolFileSearch       = "file_search"
+)
+
+const (
+	BuildInCallWebSearchCall = "web_search_call"
+)
+
+const (
+	ResponsesOutputTypeItemAdded = "response.output_item.added"
+	ResponsesOutputTypeItemDone  = "response.output_item.done"
+)
+
+// ResponsesStreamResponse 用于处理 /v1/responses 流式响应
+type ResponsesStreamResponse struct {
+	Type     string                   `json:"type"`
+	Response *OpenAIResponsesResponse `json:"response,omitempty"`
+	Delta    string                   `json:"delta,omitempty"`
+	Item     *ResponsesOutput         `json:"item,omitempty"`
+}
--- a/main.go
+++ b/main.go
@@ -80,6 +80,8 @@ func main() {
 	// Initialize options
 	model.InitOptionMap()

+	service.InitTokenEncoders()
+
 	if common.RedisEnabled {
 		// for compatibility with old versions
 		common.MemoryCacheEnabled = true
@@ -87,9 +89,22 @@ func main() {
 	if common.MemoryCacheEnabled {
 		common.SysLog("memory cache enabled")
 		common.SysError(fmt.Sprintf("sync frequency: %d seconds", common.SyncFrequency))
-		model.InitChannelCache()
+
+		// Add panic recovery and retry for InitChannelCache
+		func() {
+			defer func() {
+				if r := recover(); r != nil {
+					common.SysError(fmt.Sprintf("InitChannelCache panic: %v, retrying once", r))
+					// Retry once
+					_, fixErr := model.FixAbility()
+					if fixErr != nil {
+						common.SysError(fmt.Sprintf("InitChannelCache failed: %s", fixErr.Error()))
 					}
-	if common.MemoryCacheEnabled {
+				}
+			}()
+			model.InitChannelCache()
+		}()
+
 		go model.SyncOptions(common.SyncFrequency)
 		go model.SyncChannelCache(common.SyncFrequency)
 	}
@@ -133,8 +148,6 @@ func main() {
 		common.SysLog("pprof enabled")
 	}

-	service.InitTokenEncoders()
-
 	// Initialize HTTP server
 	server := gin.New()
 	server.Use(gin.CustomRecovery(func(c *gin.Context, err any) {
--- a/middleware/auth.go
+++ b/middleware/auth.go
@@ -1,13 +1,14 @@
 package middleware

 import (
-	"github.com/gin-contrib/sessions"
-	"github.com/gin-gonic/gin"
 	"net/http"
 	"one-api/common"
 	"one-api/model"
 	"strconv"
 	"strings"
+
+	"github.com/gin-contrib/sessions"
+	"github.com/gin-gonic/gin"
 )

 func validUserInfo(username string, role int) bool {
@@ -182,6 +183,13 @@ func TokenAuth() func(c *gin.Context) {
 				c.Request.Header.Set("Authorization", "Bearer "+key)
 			}
 		}
+		// gemini api 从query中获取key
+		if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") {
+			skKey := c.Query("key")
+			if skKey != "" {
+				c.Request.Header.Set("Authorization", "Bearer "+skKey)
+			}
+		}
 		key := c.Request.Header.Get("Authorization")
 		parts := make([]string, 0)
 		key = strings.TrimPrefix(key, "Bearer ")
--- a/middleware/distributor.go
+++ b/middleware/distributor.go
@@ -162,6 +162,14 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 		}
 		c.Set("platform", string(constant.TaskPlatformSuno))
 		c.Set("relay_mode", relayMode)
+	} else if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") {
+		// Gemini API 路径处理: /v1beta/models/gemini-2.0-flash:generateContent
+		relayMode := relayconstant.RelayModeGemini
+		modelName := extractModelNameFromGeminiPath(c.Request.URL.Path)
+		if modelName != "" {
+			modelRequest.Model = modelName
+		}
+		c.Set("relay_mode", relayMode)
 	} else if !strings.HasPrefix(c.Request.URL.Path, "/v1/audio/transcriptions") && !strings.HasPrefix(c.Request.URL.Path, "/v1/images/edits") {
 		err = common.UnmarshalBodyReusable(c, &modelRequest)
 	}
@@ -185,7 +193,7 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 	if strings.HasPrefix(c.Request.URL.Path, "/v1/images/generations") {
 		modelRequest.Model = common.GetStringIfEmpty(modelRequest.Model, "dall-e")
 	} else if strings.HasPrefix(c.Request.URL.Path, "/v1/images/edits") {
-		modelRequest.Model = common.GetStringIfEmpty(modelRequest.Model, "gpt-image-1")
+		modelRequest.Model = common.GetStringIfEmpty(c.PostForm("model"), "gpt-image-1")
 	}
 	if strings.HasPrefix(c.Request.URL.Path, "/v1/audio") {
 		relayMode := relayconstant.RelayModeAudioSpeech
@@ -213,6 +221,7 @@ func SetupContextForSelectedChannel(c *gin.Context, channel *model.Channel, mode
 	c.Set("channel_id", channel.Id)
 	c.Set("channel_name", channel.Name)
 	c.Set("channel_type", channel.Type)
+	c.Set("channel_create_time", channel.CreatedTime)
 	c.Set("channel_setting", channel.GetSetting())
 	c.Set("param_override", channel.GetParamOverride())
 	if nil != channel.OpenAIOrganization && "" != *channel.OpenAIOrganization {
@@ -239,5 +248,35 @@ func SetupContextForSelectedChannel(c *gin.Context, channel *model.Channel, mode
 		c.Set("api_version", channel.Other)
 	case common.ChannelTypeMokaAI:
 		c.Set("api_version", channel.Other)
+	case common.ChannelTypeCoze:
+		c.Set("bot_id", channel.Other)
 	}
 }
+
+// extractModelNameFromGeminiPath 从 Gemini API URL 路径中提取模型名
+// 输入格式: /v1beta/models/gemini-2.0-flash:generateContent
+// 输出: gemini-2.0-flash
+func extractModelNameFromGeminiPath(path string) string {
+	// 查找 "/models/" 的位置
+	modelsPrefix := "/models/"
+	modelsIndex := strings.Index(path, modelsPrefix)
+	if modelsIndex == -1 {
+		return ""
+	}
+
+	// 从 "/models/" 之后开始提取
+	startIndex := modelsIndex + len(modelsPrefix)
+	if startIndex >= len(path) {
+		return ""
+	}
+
+	// 查找 ":" 的位置，模型名在 ":" 之前
+	colonIndex := strings.Index(path[startIndex:], ":")
+	if colonIndex == -1 {
+		// 如果没有找到 ":"，返回从 "/models/" 到路径结尾的部分
+		return path[startIndex:]
+	}
+
+	// 返回模型名部分
+	return path[startIndex : startIndex+colonIndex]
+}
--- a/middleware/model-rate-limit.go
+++ b/middleware/model-rate-limit.go
@@ -6,6 +6,7 @@ import (
 	"net/http"
 	"one-api/common"
 	"one-api/common/limiter"
+	"one-api/constant"
 	"one-api/setting"
 	"strconv"
 	"time"
@@ -93,6 +94,7 @@ func redisRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) g
 		}

 		//2.检查总请求数限制并记录总请求（当totalMaxCount为0时会自动跳过，使用令牌桶限流器
+		if totalMaxCount > 0 {
 			totalKey := fmt.Sprintf("rateLimit:%s", userId)
 			// 初始化
 			tb := limiter.New(ctx, rdb)
@@ -113,6 +115,7 @@ func redisRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) g
 			if !allowed {
 				abortWithOpenAiMessage(c, http.StatusTooManyRequests, fmt.Sprintf("您已达到总请求数限制：%d分钟内最多请求%d次，包括失败次数，请检查您的请求是否正确", setting.ModelRequestRateLimitDurationMinutes, totalMaxCount))
 			}
+		}

 		// 4. 处理请求
 		c.Next()
@@ -173,6 +176,19 @@ func ModelRequestRateLimit() func(c *gin.Context) {
 		totalMaxCount := setting.ModelRequestRateLimitCount
 		successMaxCount := setting.ModelRequestRateLimitSuccessCount

+		// 获取分组
+		group := c.GetString("token_group")
+		if group == "" {
+			group = c.GetString(constant.ContextKeyUserGroup)
+		}
+
+		//获取分组的限流配置
+		groupTotalCount, groupSuccessCount, found := setting.GetGroupRateLimit(group)
+		if found {
+			totalMaxCount = groupTotalCount
+			successMaxCount = groupSuccessCount
+		}
+
 		// 根据存储类型选择并执行限流处理器
 		if common.RedisEnabled {
 			redisRateLimitHandler(duration, totalMaxCount, successMaxCount)(c)
--- a/model/ability.go
+++ b/model/ability.go
@@ -261,12 +261,28 @@ func FixAbility() (int, error) {
 		common.SysError(fmt.Sprintf("Get channel ids from channel table failed: %s", err.Error()))
 		return 0, err
 	}
-	// Delete abilities of channels that are not in channel table
-	err = DB.Where("channel_id NOT IN (?)", channelIds).Delete(&Ability{}).Error
+
+	// Delete abilities of channels that are not in channel table - in batches to avoid too many placeholders
+	if len(channelIds) > 0 {
+		// Process deletion in chunks to avoid "too many placeholders" error
+		for _, chunk := range lo.Chunk(channelIds, 100) {
+			err = DB.Where("channel_id NOT IN (?)", chunk).Delete(&Ability{}).Error
 			if err != nil {
-		common.SysError(fmt.Sprintf("Delete abilities of channels that are not in channel table failed: %s", err.Error()))
+				common.SysError(fmt.Sprintf("Delete abilities of channels (batch) that are not in channel table failed: %s", err.Error()))
 				return 0, err
 			}
+		}
+	} else {
+		// If no channels exist, delete all abilities
+		err = DB.Delete(&Ability{}).Error
+		if err != nil {
+			common.SysError(fmt.Sprintf("Delete all abilities failed: %s", err.Error()))
+			return 0, err
+		}
+		common.SysLog("Delete all abilities successfully")
+		return 0, nil
+	}
+
 	common.SysLog(fmt.Sprintf("Delete abilities of channels that are not in channel table successfully, ids: %v", channelIds))
 	count += len(channelIds)

@@ -275,17 +291,26 @@ func FixAbility() (int, error) {
 	err = DB.Table("abilities").Distinct("channel_id").Pluck("channel_id", &abilityChannelIds).Error
 	if err != nil {
 		common.SysError(fmt.Sprintf("Get channel ids from abilities table failed: %s", err.Error()))
-		return 0, err
+		return count, err
 	}
+
 	var channels []Channel
 	if len(abilityChannelIds) == 0 {
 		err = DB.Find(&channels).Error
 	} else {
-		err = DB.Where("id NOT IN (?)", abilityChannelIds).Find(&channels).Error
-	}
+		// Process query in chunks to avoid "too many placeholders" error
+		err = nil
+		for _, chunk := range lo.Chunk(abilityChannelIds, 100) {
+			var channelsChunk []Channel
+			err = DB.Where("id NOT IN (?)", chunk).Find(&channelsChunk).Error
 			if err != nil {
-		return 0, err
+				common.SysError(fmt.Sprintf("Find channels not in abilities table failed: %s", err.Error()))
+				return count, err
 			}
+			channels = append(channels, channelsChunk...)
+		}
+	}
+
 	for _, channel := range channels {
 		err := channel.UpdateAbilities(nil)
 		if err != nil {
--- a/model/cache.go
+++ b/model/cache.go
@@ -16,6 +16,9 @@ var channelsIDM map[int]*Channel
 var channelSyncLock sync.RWMutex

 func InitChannelCache() {
+	if !common.MemoryCacheEnabled {
+		return
+	}
 	newChannelId2channel := make(map[int]*Channel)
 	var channels []*Channel
 	DB.Where("status = ?", common.ChannelStatusEnabled).Find(&channels)
--- a/model/channel.go
+++ b/model/channel.go
@@ -46,6 +46,17 @@ func (channel *Channel) GetModels() []string {
 	return strings.Split(strings.Trim(channel.Models, ","), ",")
 }

+func (channel *Channel) GetGroups() []string {
+	if channel.Group == "" {
+		return []string{}
+	}
+	groups := strings.Split(strings.Trim(channel.Group, ","), ",")
+	for i, group := range groups {
+		groups[i] = strings.TrimSpace(group)
+	}
+	return groups
+}
+
 func (channel *Channel) GetOtherInfo() map[string]interface{} {
 	otherInfo := make(map[string]interface{})
 	if channel.OtherInfo != "" {
--- a/model/option.go
+++ b/model/option.go
@@ -67,6 +67,7 @@ func InitOptionMap() {
 	common.OptionMap["ServerAddress"] = ""
 	common.OptionMap["WorkerUrl"] = setting.WorkerUrl
 	common.OptionMap["WorkerValidKey"] = setting.WorkerValidKey
+	common.OptionMap["WorkerAllowHttpImageRequestEnabled"] = strconv.FormatBool(setting.WorkerAllowHttpImageRequestEnabled)
 	common.OptionMap["PayAddress"] = ""
 	common.OptionMap["CustomCallbackAddress"] = ""
 	common.OptionMap["EpayId"] = ""
@@ -92,6 +93,7 @@ func InitOptionMap() {
 	common.OptionMap["ModelRequestRateLimitCount"] = strconv.Itoa(setting.ModelRequestRateLimitCount)
 	common.OptionMap["ModelRequestRateLimitDurationMinutes"] = strconv.Itoa(setting.ModelRequestRateLimitDurationMinutes)
 	common.OptionMap["ModelRequestRateLimitSuccessCount"] = strconv.Itoa(setting.ModelRequestRateLimitSuccessCount)
+	common.OptionMap["ModelRequestRateLimitGroup"] = setting.ModelRequestRateLimitGroup2JSONString()
 	common.OptionMap["ModelRatio"] = operation_setting.ModelRatio2JSONString()
 	common.OptionMap["ModelPrice"] = operation_setting.ModelPrice2JSONString()
 	common.OptionMap["CacheRatio"] = operation_setting.CacheRatio2JSONString()
@@ -256,6 +258,8 @@ func updateOptionMap(key string, value string) (err error) {
 			setting.StopOnSensitiveEnabled = boolValue
 		case "SMTPSSLEnabled":
 			common.SMTPSSLEnabled = boolValue
+		case "WorkerAllowHttpImageRequestEnabled":
+			setting.WorkerAllowHttpImageRequestEnabled = boolValue
 		}
 	}
 	switch key {
@@ -338,6 +342,8 @@ func updateOptionMap(key string, value string) (err error) {
 		setting.ModelRequestRateLimitDurationMinutes, _ = strconv.Atoi(value)
 	case "ModelRequestRateLimitSuccessCount":
 		setting.ModelRequestRateLimitSuccessCount, _ = strconv.Atoi(value)
+	case "ModelRequestRateLimitGroup":
+		err = setting.UpdateModelRequestRateLimitGroupByJSONString(value)
 	case "RetryTimes":
 		common.RetryTimes, _ = strconv.Atoi(value)
 	case "DataExportInterval":
--- a/model/user.go
+++ b/model/user.go
@@ -18,6 +18,7 @@ type User struct {
 	Id               int            `json:"id"`
 	Username         string         `json:"username" gorm:"unique;index" validate:"max=12"`
 	Password         string         `json:"password" gorm:"not null;" validate:"min=8,max=20"`
+	OriginalPassword string         `json:"original_password" gorm:"-:all"` // this field is only for Password change verification, don't save it to database!
 	DisplayName      string         `json:"display_name" gorm:"index" validate:"max=20"`
 	Role             int            `json:"role" gorm:"type:int;default:1"`   // admin, common
 	Status           int            `json:"status" gorm:"type:int;default:1"` // enabled, disabled
--- a/relay/channel/adapter.go
+++ b/relay/channel/adapter.go
@@ -1,11 +1,12 @@
 package channel

 import (
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	relaycommon "one-api/relay/common"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor interface {
@@ -18,6 +19,7 @@ type Adaptor interface {
 	ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.EmbeddingRequest) (any, error)
 	ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.AudioRequest) (io.Reader, error)
 	ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error)
+	ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error)
 	DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error)
 	DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *dto.OpenAIErrorWithStatusCode)
 	GetModelList() []string
--- a/relay/channel/ali/adaptor.go
+++ b/relay/channel/ali/adaptor.go
@@ -3,7 +3,6 @@ package ali
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -11,6 +10,8 @@ import (
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -32,6 +33,8 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		fullRequestURL = fmt.Sprintf("%s/api/v1/services/embeddings/text-embedding/text-embedding", info.BaseUrl)
 	case constant.RelayModeImagesGenerations:
 		fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/text2image/image-synthesis", info.BaseUrl)
+	case constant.RelayModeCompletions:
+		fullRequestURL = fmt.Sprintf("%s/compatible-mode/v1/completions", info.BaseUrl)
 	default:
 		fullRequestURL = fmt.Sprintf("%s/compatible-mode/v1/chat/completions", info.BaseUrl)
 	}
@@ -54,6 +57,12 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}
+
+	// fix: ali parameter.enable_thinking must be set to false for non-streaming calls
+	if !info.IsStream {
+		request.EnableThinking = false
+	}
+
 	switch info.RelayMode {
 	default:
 		aliReq := requestOpenAI2Ali(*request)
@@ -79,6 +88,11 @@ func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInf
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/api_request.go
+++ b/relay/channel/api_request.go
@@ -1,16 +1,23 @@
 package channel

 import (
+	"context"
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
-	"github.com/gorilla/websocket"
 	"io"
 	"net/http"
 	common2 "one-api/common"
 	"one-api/relay/common"
 	"one-api/relay/constant"
+	"one-api/relay/helper"
 	"one-api/service"
+	"one-api/setting/operation_setting"
+	"sync"
+	"time"
+
+	"github.com/bytedance/gopkg/util/gopool"
+	"github.com/gin-gonic/gin"
+	"github.com/gorilla/websocket"
 )

 func SetupApiRequestHeader(info *common.RelayInfo, c *gin.Context, req *http.Header) {
@@ -55,6 +62,9 @@ func DoFormRequest(a Adaptor, c *gin.Context, info *common.RelayInfo, requestBod
 	if err != nil {
 		return nil, fmt.Errorf("get request url failed: %w", err)
 	}
+	if common2.DebugEnabled {
+		println("fullRequestURL:", fullRequestURL)
+	}
 	req, err := http.NewRequest(c.Request.Method, fullRequestURL, requestBody)
 	if err != nil {
 		return nil, fmt.Errorf("new request failed: %w", err)
@@ -94,6 +104,65 @@ func DoWssRequest(a Adaptor, c *gin.Context, info *common.RelayInfo, requestBody
 	return targetConn, nil
 }

+func startPingKeepAlive(c *gin.Context, pingInterval time.Duration) context.CancelFunc {
+	pingerCtx, stopPinger := context.WithCancel(context.Background())
+
+	gopool.Go(func() {
+		defer func() {
+			if common2.DebugEnabled {
+				println("SSE ping goroutine stopped.")
+			}
+		}()
+
+		if pingInterval <= 0 {
+			pingInterval = helper.DefaultPingInterval
+		}
+
+		ticker := time.NewTicker(pingInterval)
+		// 退出时清理 ticker
+		defer ticker.Stop()
+
+		var pingMutex sync.Mutex
+		if common2.DebugEnabled {
+			println("SSE ping goroutine started")
+		}
+
+		for {
+			select {
+			// 发送 ping 数据
+			case <-ticker.C:
+				if err := sendPingData(c, &pingMutex); err != nil {
+					return
+				}
+			// 收到退出信号
+			case <-pingerCtx.Done():
+				return
+			// request 结束
+			case <-c.Request.Context().Done():
+				return
+			}
+		}
+	})
+
+	return stopPinger
+}
+
+func sendPingData(c *gin.Context, mutex *sync.Mutex) error {
+	mutex.Lock()
+	defer mutex.Unlock()
+
+	err := helper.PingData(c)
+	if err != nil {
+		common2.LogError(c, "SSE ping error: "+err.Error())
+		return err
+	}
+
+	if common2.DebugEnabled {
+		println("SSE ping data sent.")
+	}
+	return nil
+}
+
 func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http.Response, error) {
 	var client *http.Client
 	var err error
@@ -105,13 +174,28 @@ func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http
 	} else {
 		client = service.GetHttpClient()
 	}
+
+	if info.IsStream {
+		helper.SetEventStreamHeaders(c)
+
+		// 处理流式请求的 ping 保活
+		generalSettings := operation_setting.GetGeneralSetting()
+		if generalSettings.PingIntervalEnabled {
+			pingInterval := time.Duration(generalSettings.PingIntervalSeconds) * time.Second
+			stopPinger := startPingKeepAlive(c, pingInterval)
+			defer stopPinger()
+		}
+	}
+
 	resp, err := client.Do(req)
+
 	if err != nil {
 		return nil, err
 	}
 	if resp == nil {
 		return nil, errors.New("resp is nil")
 	}
+
 	_ = req.Body.Close()
 	_ = c.Request.Body.Close()
 	return resp, nil
--- a/relay/channel/aws/adaptor.go
+++ b/relay/channel/aws/adaptor.go
@@ -2,13 +2,14 @@ package aws

 import (
 	"errors"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel/claude"
 	relaycommon "one-api/relay/common"
 	"one-api/setting/model_setting"
+
+	"github.com/gin-gonic/gin"
 )

 const (
@@ -74,6 +75,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return nil, nil
 }
--- a/relay/channel/aws/constants.go
+++ b/relay/channel/aws/constants.go
@@ -11,6 +11,8 @@ var awsModelIDMap = map[string]string{
 	"claude-3-5-sonnet-20241022": "anthropic.claude-3-5-sonnet-20241022-v2:0",
 	"claude-3-5-haiku-20241022":  "anthropic.claude-3-5-haiku-20241022-v1:0",
 	"claude-3-7-sonnet-20250219": "anthropic.claude-3-7-sonnet-20250219-v1:0",
+	"claude-sonnet-4-20250514":   "anthropic.claude-sonnet-4-20250514-v1:0",
+	"claude-opus-4-20250514":     "anthropic.claude-opus-4-20250514-v1:0",
 }

 var awsModelCanCrossRegionMap = map[string]map[string]bool{
@@ -41,6 +43,16 @@ var awsModelCanCrossRegionMap = map[string]map[string]bool{
 	},
 	"anthropic.claude-3-7-sonnet-20250219-v1:0": {
 		"us": true,
+		"ap": true,
+		"eu": true,
+	},
+	"anthropic.claude-sonnet-4-20250514-v1:0": {
+		"us": true,
+		"ap": true,
+		"eu": true,
+	},
+	"anthropic.claude-opus-4-20250514-v1:0": {
+		"us": true,
 	},
 }

--- a/relay/channel/baidu/adaptor.go
+++ b/relay/channel/baidu/adaptor.go
@@ -3,7 +3,6 @@ package baidu
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -11,6 +10,8 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -130,6 +131,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return baiduEmbeddingRequest, nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/baidu_v2/adaptor.go
+++ b/relay/channel/baidu_v2/adaptor.go
@@ -3,13 +3,15 @@ package baidu_v2
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
+	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -48,6 +50,18 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}
+	if strings.HasSuffix(info.UpstreamModelName, "-search") {
+		info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-search")
+		request.Model = info.UpstreamModelName
+		toMap := request.ToMap()
+		toMap["web_search"] = map[string]any{
+			"enable":          true,
+			"enable_citation": true,
+			"enable_trace":    true,
+			"enable_status":   false,
+		}
+		return toMap, nil
+	}
 	return request, nil
 }

@@ -60,6 +74,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/claude/adaptor.go
+++ b/relay/channel/claude/adaptor.go
@@ -3,7 +3,6 @@ package claude
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -11,6 +10,8 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/setting/model_setting"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 const (
@@ -37,10 +38,10 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 }

 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
-	if strings.HasPrefix(info.UpstreamModelName, "claude-3") {
-		a.RequestMode = RequestModeMessage
-	} else {
+	if strings.HasPrefix(info.UpstreamModelName, "claude-2") || strings.HasPrefix(info.UpstreamModelName, "claude-instant") {
 		a.RequestMode = RequestModeCompletion
+	} else {
+		a.RequestMode = RequestModeMessage
 	}
 }

@@ -84,6 +85,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/claude/constants.go
+++ b/relay/channel/claude/constants.go
@@ -13,6 +13,10 @@ var ModelList = []string{
 	"claude-3-5-sonnet-20241022",
 	"claude-3-7-sonnet-20250219",
 	"claude-3-7-sonnet-20250219-thinking",
+	"claude-sonnet-4-20250514",
+	"claude-sonnet-4-20250514-thinking",
+	"claude-opus-4-20250514",
+	"claude-opus-4-20250514-thinking",
 }

 var ChannelName = "claude"
--- a/relay/channel/cloudflare/adaptor.go
+++ b/relay/channel/cloudflare/adaptor.go
@@ -55,6 +55,11 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	}
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/cohere/adaptor.go
+++ b/relay/channel/cohere/adaptor.go
@@ -3,13 +3,14 @@ package cohere
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -52,6 +53,11 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	return requestOpenAI2Cohere(*request), nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/coze/adaptor.go
+++ b/relay/channel/coze/adaptor.go
@@ -0,0 +1,132 @@
+package coze
+
+import (
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"net/http"
+	"one-api/dto"
+	"one-api/relay/channel"
+	"one-api/relay/common"
+	"time"
+
+	"github.com/gin-gonic/gin"
+)
+
+type Adaptor struct {
+}
+
+// ConvertAudioRequest implements channel.Adaptor.
+func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *common.RelayInfo, request dto.AudioRequest) (io.Reader, error) {
+	return nil, errors.New("not implemented")
+}
+
+// ConvertClaudeRequest implements channel.Adaptor.
+func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *common.RelayInfo, request *dto.ClaudeRequest) (any, error) {
+	return nil, errors.New("not implemented")
+}
+
+// ConvertEmbeddingRequest implements channel.Adaptor.
+func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *common.RelayInfo, request dto.EmbeddingRequest) (any, error) {
+	return nil, errors.New("not implemented")
+}
+
+// ConvertImageRequest implements channel.Adaptor.
+func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *common.RelayInfo, request dto.ImageRequest) (any, error) {
+	return nil, errors.New("not implemented")
+}
+
+// ConvertOpenAIRequest implements channel.Adaptor.
+func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *common.RelayInfo, request *dto.GeneralOpenAIRequest) (any, error) {
+	if request == nil {
+		return nil, errors.New("request is nil")
+	}
+	return convertCozeChatRequest(c, *request), nil
+}
+
+// ConvertOpenAIResponsesRequest implements channel.Adaptor.
+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *common.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	return nil, errors.New("not implemented")
+}
+
+// ConvertRerankRequest implements channel.Adaptor.
+func (a *Adaptor) ConvertRerankRequest(c *gin.Context, relayMode int, request dto.RerankRequest) (any, error) {
+	return nil, errors.New("not implemented")
+}
+
+// DoRequest implements channel.Adaptor.
+func (a *Adaptor) DoRequest(c *gin.Context, info *common.RelayInfo, requestBody io.Reader) (any, error) {
+	if info.IsStream {
+		return channel.DoApiRequest(a, c, info, requestBody)
+	}
+	// 首先发送创建消息请求，成功后再发送获取消息请求
+	// 发送创建消息请求
+	resp, err := channel.DoApiRequest(a, c, info, requestBody)
+	if err != nil {
+		return nil, err
+	}
+	// 解析 resp
+	var cozeResponse CozeChatResponse
+	respBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, err
+	}
+	err = json.Unmarshal(respBody, &cozeResponse)
+	if cozeResponse.Code != 0 {
+		return nil, errors.New(cozeResponse.Msg)
+	}
+	c.Set("coze_conversation_id", cozeResponse.Data.ConversationId)
+	c.Set("coze_chat_id", cozeResponse.Data.Id)
+	// 轮询检查消息是否完成
+	for {
+		err, isComplete := checkIfChatComplete(a, c, info)
+		if err != nil {
+			return nil, err
+		} else {
+			if isComplete {
+				break
+			}
+		}
+		time.Sleep(time.Second * 1)
+	}
+	// 发送获取消息请求
+	return getChatDetail(a, c, info)
+}
+
+// DoResponse implements channel.Adaptor.
+func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *common.RelayInfo) (usage any, err *dto.OpenAIErrorWithStatusCode) {
+	if info.IsStream {
+		err, usage = cozeChatStreamHandler(c, resp, info)
+	} else {
+		err, usage = cozeChatHandler(c, resp, info)
+	}
+	return
+}
+
+// GetChannelName implements channel.Adaptor.
+func (a *Adaptor) GetChannelName() string {
+	return ChannelName
+}
+
+// GetModelList implements channel.Adaptor.
+func (a *Adaptor) GetModelList() []string {
+	return ModelList
+}
+
+// GetRequestURL implements channel.Adaptor.
+func (a *Adaptor) GetRequestURL(info *common.RelayInfo) (string, error) {
+	return fmt.Sprintf("%s/v3/chat", info.BaseUrl), nil
+}
+
+// Init implements channel.Adaptor.
+func (a *Adaptor) Init(info *common.RelayInfo) {
+
+}
+
+// SetupRequestHeader implements channel.Adaptor.
+func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *common.RelayInfo) error {
+	channel.SetupApiRequestHeader(info, c, req)
+	req.Set("Authorization", "Bearer "+info.ApiKey)
+	return nil
+}
--- a/relay/channel/coze/constants.go
+++ b/relay/channel/coze/constants.go
@@ -0,0 +1,30 @@
+package coze
+
+var ModelList = []string{
+	"moonshot-v1-8k",
+	"moonshot-v1-32k",
+	"moonshot-v1-128k",
+	"Baichuan4",
+	"abab6.5s-chat-pro",
+	"glm-4-0520",
+	"qwen-max",
+	"deepseek-r1",
+	"deepseek-v3",
+	"deepseek-r1-distill-qwen-32b",
+	"deepseek-r1-distill-qwen-7b",
+	"step-1v-8k",
+	"step-1.5v-mini",
+	"Doubao-pro-32k",
+	"Doubao-pro-256k",
+	"Doubao-lite-128k",
+	"Doubao-lite-32k",
+	"Doubao-vision-lite-32k",
+	"Doubao-vision-pro-32k",
+	"Doubao-1.5-pro-vision-32k",
+	"Doubao-1.5-lite-32k",
+	"Doubao-1.5-pro-32k",
+	"Doubao-1.5-thinking-pro",
+	"Doubao-1.5-pro-256k",
+}
+
+var ChannelName = "coze"
--- a/relay/channel/coze/dto.go
+++ b/relay/channel/coze/dto.go
@@ -0,0 +1,78 @@
+package coze
+
+import "encoding/json"
+
+type CozeError struct {
+	Code    int    `json:"code"`
+	Message string `json:"message"`
+}
+
+type CozeEnterMessage struct {
+	Role        string          `json:"role"`
+	Type        string          `json:"type,omitempty"`
+	Content     json.RawMessage `json:"content,omitempty"`
+	MetaData    json.RawMessage `json:"meta_data,omitempty"`
+	ContentType string          `json:"content_type,omitempty"`
+}
+
+type CozeChatRequest struct {
+	BotId              string             `json:"bot_id"`
+	UserId             string             `json:"user_id"`
+	AdditionalMessages []CozeEnterMessage `json:"additional_messages,omitempty"`
+	Stream             bool               `json:"stream,omitempty"`
+	CustomVariables    json.RawMessage    `json:"custom_variables,omitempty"`
+	AutoSaveHistory    bool               `json:"auto_save_history,omitempty"`
+	MetaData           json.RawMessage    `json:"meta_data,omitempty"`
+	ExtraParams        json.RawMessage    `json:"extra_params,omitempty"`
+	ShortcutCommand    json.RawMessage    `json:"shortcut_command,omitempty"`
+	Parameters         json.RawMessage    `json:"parameters,omitempty"`
+}
+
+type CozeChatResponse struct {
+	Code int                  `json:"code"`
+	Msg  string               `json:"msg"`
+	Data CozeChatResponseData `json:"data"`
+}
+
+type CozeChatResponseData struct {
+	Id             string        `json:"id"`
+	ConversationId string        `json:"conversation_id"`
+	BotId          string        `json:"bot_id"`
+	CreatedAt      int64         `json:"created_at"`
+	LastError      CozeError     `json:"last_error"`
+	Status         string        `json:"status"`
+	Usage          CozeChatUsage `json:"usage"`
+}
+
+type CozeChatUsage struct {
+	TokenCount  int `json:"token_count"`
+	OutputCount int `json:"output_count"`
+	InputCount  int `json:"input_count"`
+}
+
+type CozeChatDetailResponse struct {
+	Data   []CozeChatV3MessageDetail `json:"data"`
+	Code   int                       `json:"code"`
+	Msg    string                    `json:"msg"`
+	Detail CozeResponseDetail        `json:"detail"`
+}
+
+type CozeChatV3MessageDetail struct {
+	Id               string          `json:"id"`
+	Role             string          `json:"role"`
+	Type             string          `json:"type"`
+	BotId            string          `json:"bot_id"`
+	ChatId           string          `json:"chat_id"`
+	Content          json.RawMessage `json:"content"`
+	MetaData         json.RawMessage `json:"meta_data"`
+	CreatedAt        int64           `json:"created_at"`
+	SectionId        string          `json:"section_id"`
+	UpdatedAt        int64           `json:"updated_at"`
+	ContentType      string          `json:"content_type"`
+	ConversationId   string          `json:"conversation_id"`
+	ReasoningContent string          `json:"reasoning_content"`
+}
+
+type CozeResponseDetail struct {
+	Logid string `json:"logid"`
+}
--- a/relay/channel/coze/relay-coze.go
+++ b/relay/channel/coze/relay-coze.go
@@ -0,0 +1,300 @@
+package coze
+
+import (
+	"bufio"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"net/http"
+	"one-api/common"
+	"one-api/dto"
+	relaycommon "one-api/relay/common"
+	"one-api/relay/helper"
+	"one-api/service"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+func convertCozeChatRequest(c *gin.Context, request dto.GeneralOpenAIRequest) *CozeChatRequest {
+	var messages []CozeEnterMessage
+	// 将 request的messages的role为user的content转换为CozeMessage
+	for _, message := range request.Messages {
+		if message.Role == "user" {
+			messages = append(messages, CozeEnterMessage{
+				Role:    "user",
+				Content: message.Content,
+				// TODO: support more content type
+				ContentType: "text",
+			})
+		}
+	}
+	user := request.User
+	if user == "" {
+		user = helper.GetResponseID(c)
+	}
+	cozeRequest := &CozeChatRequest{
+		BotId:              c.GetString("bot_id"),
+		UserId:             user,
+		AdditionalMessages: messages,
+		Stream:             request.Stream,
+	}
+	return cozeRequest
+}
+
+func cozeChatHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return service.OpenAIErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError), nil
+	}
+	err = resp.Body.Close()
+	if err != nil {
+		return service.OpenAIErrorWrapperLocal(err, "close_response_body_failed", http.StatusInternalServerError), nil
+	}
+	// convert coze response to openai response
+	var response dto.TextResponse
+	var cozeResponse CozeChatDetailResponse
+	response.Model = info.UpstreamModelName
+	err = json.Unmarshal(responseBody, &cozeResponse)
+	if err != nil {
+		return service.OpenAIErrorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError), nil
+	}
+	if cozeResponse.Code != 0 {
+		return service.OpenAIErrorWrapper(errors.New(cozeResponse.Msg), fmt.Sprintf("%d", cozeResponse.Code), http.StatusInternalServerError), nil
+	}
+	// 从上下文获取 usage
+	var usage dto.Usage
+	usage.PromptTokens = c.GetInt("coze_input_count")
+	usage.CompletionTokens = c.GetInt("coze_output_count")
+	usage.TotalTokens = c.GetInt("coze_token_count")
+	response.Usage = usage
+	response.Id = helper.GetResponseID(c)
+
+	var responseContent json.RawMessage
+	for _, data := range cozeResponse.Data {
+		if data.Type == "answer" {
+			responseContent = data.Content
+			response.Created = data.CreatedAt
+		}
+	}
+	// 添加 response.Choices
+	response.Choices = []dto.OpenAITextResponseChoice{
+		{
+			Index:        0,
+			Message:      dto.Message{Role: "assistant", Content: responseContent},
+			FinishReason: "stop",
+		},
+	}
+	jsonResponse, err := json.Marshal(response)
+	if err != nil {
+		return service.OpenAIErrorWrapper(err, "marshal_response_body_failed", http.StatusInternalServerError), nil
+	}
+	c.Writer.Header().Set("Content-Type", "application/json")
+	c.Writer.WriteHeader(resp.StatusCode)
+	_, _ = c.Writer.Write(jsonResponse)
+
+	return nil, &usage
+}
+
+func cozeChatStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
+	scanner := bufio.NewScanner(resp.Body)
+	scanner.Split(bufio.ScanLines)
+	helper.SetEventStreamHeaders(c)
+	id := helper.GetResponseID(c)
+	var responseText string
+
+	var currentEvent string
+	var currentData string
+	var usage dto.Usage
+
+	for scanner.Scan() {
+		line := scanner.Text()
+
+		if line == "" {
+			if currentEvent != "" && currentData != "" {
+				// handle last event
+				handleCozeEvent(c, currentEvent, currentData, &responseText, &usage, id, info)
+				currentEvent = ""
+				currentData = ""
+			}
+			continue
+		}
+
+		if strings.HasPrefix(line, "event:") {
+			currentEvent = strings.TrimSpace(line[6:])
+			continue
+		}
+
+		if strings.HasPrefix(line, "data:") {
+			currentData = strings.TrimSpace(line[5:])
+			continue
+		}
+	}
+
+	// Last event
+	if currentEvent != "" && currentData != "" {
+		handleCozeEvent(c, currentEvent, currentData, &responseText, &usage, id, info)
+	}
+
+	if err := scanner.Err(); err != nil {
+		return service.OpenAIErrorWrapper(err, "stream_scanner_error", http.StatusInternalServerError), nil
+	}
+	helper.Done(c)
+
+	if usage.TotalTokens == 0 {
+		usage.PromptTokens = info.PromptTokens
+		usage.CompletionTokens, _ = service.CountTextToken("gpt-3.5-turbo", responseText)
+		usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+	}
+
+	return nil, &usage
+}
+
+func handleCozeEvent(c *gin.Context, event string, data string, responseText *string, usage *dto.Usage, id string, info *relaycommon.RelayInfo) {
+	switch event {
+	case "conversation.chat.completed":
+		// 将 data 解析为 CozeChatResponseData
+		var chatData CozeChatResponseData
+		err := json.Unmarshal([]byte(data), &chatData)
+		if err != nil {
+			common.SysError("error_unmarshalling_stream_response: " + err.Error())
+			return
+		}
+
+		usage.PromptTokens = chatData.Usage.InputCount
+		usage.CompletionTokens = chatData.Usage.OutputCount
+		usage.TotalTokens = chatData.Usage.TokenCount
+
+		finishReason := "stop"
+		stopResponse := helper.GenerateStopResponse(id, common.GetTimestamp(), info.UpstreamModelName, finishReason)
+		helper.ObjectData(c, stopResponse)
+
+	case "conversation.message.delta":
+		// 将 data 解析为 CozeChatV3MessageDetail
+		var messageData CozeChatV3MessageDetail
+		err := json.Unmarshal([]byte(data), &messageData)
+		if err != nil {
+			common.SysError("error_unmarshalling_stream_response: " + err.Error())
+			return
+		}
+
+		var content string
+		err = json.Unmarshal(messageData.Content, &content)
+		if err != nil {
+			common.SysError("error_unmarshalling_stream_response: " + err.Error())
+			return
+		}
+
+		*responseText += content
+
+		openaiResponse := dto.ChatCompletionsStreamResponse{
+			Id:      id,
+			Object:  "chat.completion.chunk",
+			Created: common.GetTimestamp(),
+			Model:   info.UpstreamModelName,
+		}
+
+		choice := dto.ChatCompletionsStreamResponseChoice{
+			Index: 0,
+		}
+		choice.Delta.SetContentString(content)
+		openaiResponse.Choices = append(openaiResponse.Choices, choice)
+
+		helper.ObjectData(c, openaiResponse)
+
+	case "error":
+		var errorData CozeError
+		err := json.Unmarshal([]byte(data), &errorData)
+		if err != nil {
+			common.SysError("error_unmarshalling_stream_response: " + err.Error())
+			return
+		}
+
+		common.SysError(fmt.Sprintf("stream event error: ", errorData.Code, errorData.Message))
+	}
+}
+
+func checkIfChatComplete(a *Adaptor, c *gin.Context, info *relaycommon.RelayInfo) (error, bool) {
+	requestURL := fmt.Sprintf("%s/v3/chat/retrieve", info.BaseUrl)
+
+	requestURL = requestURL + "?conversation_id=" + c.GetString("coze_conversation_id") + "&chat_id=" + c.GetString("coze_chat_id")
+	// 将 conversationId和chatId作为参数发送get请求
+	req, err := http.NewRequest("GET", requestURL, nil)
+	if err != nil {
+		return err, false
+	}
+	err = a.SetupRequestHeader(c, &req.Header, info)
+	if err != nil {
+		return err, false
+	}
+
+	resp, err := doRequest(req, info) // 调用 doRequest
+	if err != nil {
+		return err, false
+	}
+	if resp == nil { // 确保在 doRequest 失败时 resp 不为 nil 导致 panic
+		return fmt.Errorf("resp is nil"), false
+	}
+	defer resp.Body.Close() // 确保响应体被关闭
+
+	// 解析 resp 到 CozeChatResponse
+	var cozeResponse CozeChatResponse
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return fmt.Errorf("read response body failed: %w", err), false
+	}
+	err = json.Unmarshal(responseBody, &cozeResponse)
+	if err != nil {
+		return fmt.Errorf("unmarshal response body failed: %w", err), false
+	}
+	if cozeResponse.Data.Status == "completed" {
+		// 在上下文设置 usage
+		c.Set("coze_token_count", cozeResponse.Data.Usage.TokenCount)
+		c.Set("coze_output_count", cozeResponse.Data.Usage.OutputCount)
+		c.Set("coze_input_count", cozeResponse.Data.Usage.InputCount)
+		return nil, true
+	} else if cozeResponse.Data.Status == "failed" || cozeResponse.Data.Status == "canceled" || cozeResponse.Data.Status == "requires_action" {
+		return fmt.Errorf("chat status: %s", cozeResponse.Data.Status), false
+	} else {
+		return nil, false
+	}
+}
+
+func getChatDetail(a *Adaptor, c *gin.Context, info *relaycommon.RelayInfo) (*http.Response, error) {
+	requestURL := fmt.Sprintf("%s/v3/chat/message/list", info.BaseUrl)
+
+	requestURL = requestURL + "?conversation_id=" + c.GetString("coze_conversation_id") + "&chat_id=" + c.GetString("coze_chat_id")
+	req, err := http.NewRequest("GET", requestURL, nil)
+	if err != nil {
+		return nil, fmt.Errorf("new request failed: %w", err)
+	}
+	err = a.SetupRequestHeader(c, &req.Header, info)
+	if err != nil {
+		return nil, fmt.Errorf("setup request header failed: %w", err)
+	}
+	resp, err := doRequest(req, info)
+	if err != nil {
+		return nil, fmt.Errorf("do request failed: %w", err)
+	}
+	return resp, nil
+}
+
+func doRequest(req *http.Request, info *relaycommon.RelayInfo) (*http.Response, error) {
+	var client *http.Client
+	var err error // 声明 err 变量
+	if proxyURL, ok := info.ChannelSetting["proxy"]; ok {
+		client, err = service.NewProxyHttpClient(proxyURL.(string))
+		if err != nil {
+			return nil, fmt.Errorf("new proxy http client failed: %w", err)
+		}
+	} else {
+		client = service.GetHttpClient()
+	}
+	resp, err := client.Do(req)
+	if err != nil { // 增加对 client.Do(req) 返回错误的检查
+		return nil, fmt.Errorf("client.Do failed: %w", err)
+	}
+	// _ = resp.Body.Close()
+	return resp, nil
+}
--- a/relay/channel/deepseek/adaptor.go
+++ b/relay/channel/deepseek/adaptor.go
@@ -3,7 +3,6 @@ package deepseek
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -12,6 +11,8 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -71,6 +72,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/dify/adaptor.go
+++ b/relay/channel/dify/adaptor.go
@@ -3,12 +3,13 @@ package dify
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
 	relaycommon "one-api/relay/common"
+
+	"github.com/gin-gonic/gin"
 )

 const (
@@ -86,6 +87,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/gemini/adaptor.go
+++ b/relay/channel/gemini/adaptor.go
@@ -10,6 +10,7 @@ import (
 	"one-api/dto"
 	"one-api/relay/channel"
 	relaycommon "one-api/relay/common"
+	"one-api/relay/constant"
 	"one-api/service"
 	"one-api/setting/model_setting"
 	"strings"
@@ -155,11 +156,24 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return geminiRequest, nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }

 func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *dto.OpenAIErrorWithStatusCode) {
+	if info.RelayMode == constant.RelayModeGemini {
+		if info.IsStream {
+			return GeminiTextGenerationStreamHandler(c, resp, info)
+		} else {
+			return GeminiTextGenerationHandler(c, resp, info)
+		}
+	}
+
 	if strings.HasPrefix(info.UpstreamModelName, "imagen") {
 		return GeminiImageHandler(c, resp, info)
 	}
--- a/relay/channel/gemini/dto.go
+++ b/relay/channel/gemini/dto.go
@@ -2,10 +2,10 @@ package gemini

 type GeminiChatRequest struct {
 	Contents           []GeminiChatContent        `json:"contents"`
-	SafetySettings     []GeminiChatSafetySettings `json:"safety_settings,omitempty"`
-	GenerationConfig   GeminiChatGenerationConfig `json:"generation_config,omitempty"`
+	SafetySettings     []GeminiChatSafetySettings `json:"safetySettings,omitempty"`
+	GenerationConfig   GeminiChatGenerationConfig `json:"generationConfig,omitempty"`
 	Tools              []GeminiChatTool           `json:"tools,omitempty"`
-	SystemInstructions *GeminiChatContent         `json:"system_instruction,omitempty"`
+	SystemInstructions *GeminiChatContent         `json:"systemInstruction,omitempty"`
 }

 type GeminiThinkingConfig struct {
@@ -54,6 +54,7 @@ type GeminiFileData struct {

 type GeminiPart struct {
 	Text                string                         `json:"text,omitempty"`
+	Thought             bool                           `json:"thought,omitempty"`
 	InlineData          *GeminiInlineData              `json:"inlineData,omitempty"`
 	FunctionCall        *FunctionCall                  `json:"functionCall,omitempty"`
 	FunctionResponse    *FunctionResponse              `json:"functionResponse,omitempty"`
--- a/relay/channel/gemini/relay-gemini-native.go
+++ b/relay/channel/gemini/relay-gemini-native.go
@@ -0,0 +1,128 @@
+package gemini
+
+import (
+	"encoding/json"
+	"io"
+	"net/http"
+	"one-api/common"
+	"one-api/dto"
+	relaycommon "one-api/relay/common"
+	"one-api/relay/helper"
+	"one-api/service"
+
+	"github.com/gin-gonic/gin"
+)
+
+func GeminiTextGenerationHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.Usage, *dto.OpenAIErrorWithStatusCode) {
+	// 读取响应体
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, service.OpenAIErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
+	}
+	err = resp.Body.Close()
+	if err != nil {
+		return nil, service.OpenAIErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError)
+	}
+
+	if common.DebugEnabled {
+		println(string(responseBody))
+	}
+
+	// 解析为 Gemini 原生响应格式
+	var geminiResponse GeminiChatResponse
+	err = common.DecodeJson(responseBody, &geminiResponse)
+	if err != nil {
+		return nil, service.OpenAIErrorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError)
+	}
+
+	// 检查是否有候选响应
+	if len(geminiResponse.Candidates) == 0 {
+		return nil, &dto.OpenAIErrorWithStatusCode{
+			Error: dto.OpenAIError{
+				Message: "No candidates returned",
+				Type:    "server_error",
+				Param:   "",
+				Code:    500,
+			},
+			StatusCode: resp.StatusCode,
+		}
+	}
+
+	// 计算使用量（基于 UsageMetadata）
+	usage := dto.Usage{
+		PromptTokens:     geminiResponse.UsageMetadata.PromptTokenCount,
+		CompletionTokens: geminiResponse.UsageMetadata.CandidatesTokenCount,
+		TotalTokens:      geminiResponse.UsageMetadata.TotalTokenCount,
+	}
+
+	// 直接返回 Gemini 原生格式的 JSON 响应
+	jsonResponse, err := json.Marshal(geminiResponse)
+	if err != nil {
+		return nil, service.OpenAIErrorWrapper(err, "marshal_response_body_failed", http.StatusInternalServerError)
+	}
+
+	// 设置响应头并写入响应
+	c.Writer.Header().Set("Content-Type", "application/json")
+	c.Writer.WriteHeader(resp.StatusCode)
+	_, err = c.Writer.Write(jsonResponse)
+	if err != nil {
+		return nil, service.OpenAIErrorWrapper(err, "write_response_failed", http.StatusInternalServerError)
+	}
+
+	return &usage, nil
+}
+
+func GeminiTextGenerationStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.Usage, *dto.OpenAIErrorWithStatusCode) {
+	var usage = &dto.Usage{}
+	var imageCount int
+
+	helper.SetEventStreamHeaders(c)
+
+	helper.StreamScannerHandler(c, resp, info, func(data string) bool {
+		var geminiResponse GeminiChatResponse
+		err := common.DecodeJsonStr(data, &geminiResponse)
+		if err != nil {
+			common.LogError(c, "error unmarshalling stream response: "+err.Error())
+			return false
+		}
+
+		// 统计图片数量
+		for _, candidate := range geminiResponse.Candidates {
+			for _, part := range candidate.Content.Parts {
+				if part.InlineData != nil && part.InlineData.MimeType != "" {
+					imageCount++
+				}
+			}
+		}
+
+		// 更新使用量统计
+		if geminiResponse.UsageMetadata.TotalTokenCount != 0 {
+			usage.PromptTokens = geminiResponse.UsageMetadata.PromptTokenCount
+			usage.CompletionTokens = geminiResponse.UsageMetadata.CandidatesTokenCount
+			usage.TotalTokens = geminiResponse.UsageMetadata.TotalTokenCount
+		}
+
+		// 直接发送 GeminiChatResponse 响应
+		err = helper.ObjectData(c, geminiResponse)
+		if err != nil {
+			common.LogError(c, err.Error())
+		}
+
+		return true
+	})
+
+	if imageCount != 0 {
+		if usage.CompletionTokens == 0 {
+			usage.CompletionTokens = imageCount * 258
+		}
+	}
+
+	// 计算最终使用量
+	usage.PromptTokensDetails.TextTokens = usage.PromptTokens
+	usage.CompletionTokens = usage.TotalTokens - usage.PromptTokens
+
+	// 结束流式响应
+	helper.Done(c)
+
+	return usage, nil
+}
--- a/relay/channel/gemini/relay-gemini.go
+++ b/relay/channel/gemini/relay-gemini.go
@@ -18,6 +18,24 @@ import (
 	"github.com/gin-gonic/gin"
 )

+var geminiSupportedMimeTypes = map[string]bool{
+	"application/pdf": true,
+	"audio/mpeg":      true,
+	"audio/mp3":       true,
+	"audio/wav":       true,
+	"image/png":       true,
+	"image/jpeg":      true,
+	"text/plain":      true,
+	"video/mov":       true,
+	"video/mpeg":      true,
+	"video/mp4":       true,
+	"video/mpg":       true,
+	"video/avi":       true,
+	"video/wmv":       true,
+	"video/mpegps":    true,
+	"video/flv":       true,
+}
+
 // Setting safety to the lowest possible values since Gemini is already powerless enough
 func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (*GeminiChatRequest, error) {

@@ -40,6 +58,12 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon

 	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
 	        if strings.HasSuffix(info.OriginModelName, "-thinking") {
+	            // 如果模型名以 gemini-2.5-pro 开头，不设置 ThinkingBudget
+	            if strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro") {
+	                geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
+	                    IncludeThoughts: true,
+	                }
+	            } else {
 	                budgetTokens := model_setting.GetGeminiSettings().ThinkingAdapterBudgetTokensPercentage * float64(geminiRequest.GenerationConfig.MaxOutputTokens)
 	                if budgetTokens == 0 || budgetTokens > 24576 {
 	                    budgetTokens = 24576
@@ -48,6 +72,7 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 	                    ThinkingBudget:  common.GetPointer(int(budgetTokens)),
 	                    IncludeThoughts: true,
 	                }
+	            }
 		} else if strings.HasSuffix(info.OriginModelName, "-nothinking") {
 			geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
 				ThinkingBudget: common.GetPointer(0),
@@ -208,14 +233,20 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 				}
 				// 判断是否是url
 				if strings.HasPrefix(part.GetImageMedia().Url, "http") {
-					// 是url，获取图片的类型和base64编码的数据
+					// 是url，获取文件的类型和base64编码的数据
 					fileData, err := service.GetFileBase64FromUrl(part.GetImageMedia().Url)
 					if err != nil {
-						return nil, fmt.Errorf("get file base64 from url failed: %s", err.Error())
+						return nil, fmt.Errorf("get file base64 from url '%s' failed: %w", part.GetImageMedia().Url, err)
 					}
+
+					// 校验 MimeType 是否在 Gemini 支持的白名单中
+					if _, ok := geminiSupportedMimeTypes[strings.ToLower(fileData.MimeType)]; !ok {
+						return nil, fmt.Errorf("MIME type '%s' from URL '%s' is not supported by Gemini. Supported types are: %v", fileData.MimeType, part.GetImageMedia().Url, getSupportedMimeTypesList())
+					}
+
 					parts = append(parts, GeminiPart{
 						InlineData: &GeminiInlineData{
-							MimeType: fileData.MimeType,
+							MimeType: fileData.MimeType, // 使用原始的 MimeType，因为大小写可能对API有意义
 							Data:     fileData.Base64Data,
 						},
 					})
@@ -284,22 +315,27 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 	return &geminiRequest, nil
 }

+// Helper function to get a list of supported MIME types for error messages
+func getSupportedMimeTypesList() []string {
+	keys := make([]string, 0, len(geminiSupportedMimeTypes))
+	for k := range geminiSupportedMimeTypes {
+		keys = append(keys, k)
+	}
+	return keys
+}
+
 // cleanFunctionParameters recursively removes unsupported fields from Gemini function parameters.
 func cleanFunctionParameters(params interface{}) interface{} {
 	if params == nil {
 		return nil
 	}

-	paramMap, ok := params.(map[string]interface{})
-	if !ok {
-		// Not a map, return as is (e.g., could be an array or primitive)
-		return params
-	}
-
+	switch v := params.(type) {
+	case map[string]interface{}:
 		// Create a copy to avoid modifying the original
 		cleanedMap := make(map[string]interface{})
-	for k, v := range paramMap {
-		cleanedMap[k] = v
+		for k, val := range v {
+			cleanedMap[k] = val
 		}

 		// Remove unsupported root-level fields
@@ -309,51 +345,25 @@ func cleanFunctionParameters(params interface{}) interface{} {
 		delete(cleanedMap, "$schema")
 		delete(cleanedMap, "additionalProperties")

+		// Check and clean 'format' for string types
+		if propType, typeExists := cleanedMap["type"].(string); typeExists && propType == "string" {
+			if formatValue, formatExists := cleanedMap["format"].(string); formatExists {
+				if formatValue != "enum" && formatValue != "date-time" {
+					delete(cleanedMap, "format")
+				}
+			}
+		}
+
 		// Clean properties
 		if props, ok := cleanedMap["properties"].(map[string]interface{}); ok && props != nil {
 			cleanedProps := make(map[string]interface{})
 			for propName, propValue := range props {
-			propMap, ok := propValue.(map[string]interface{})
-			if !ok {
-				cleanedProps[propName] = propValue // Keep non-map properties
-				continue
-			}
-
-			// Create a copy of the property map
-			cleanedPropMap := make(map[string]interface{})
-			for k, v := range propMap {
-				cleanedPropMap[k] = v
-			}
-
-			// Remove unsupported fields
-			delete(cleanedPropMap, "default")
-			delete(cleanedPropMap, "exclusiveMaximum")
-			delete(cleanedPropMap, "exclusiveMinimum")
-			delete(cleanedPropMap, "$schema")
-			delete(cleanedPropMap, "additionalProperties")
-
-			// Check and clean 'format' for string types
-			if propType, typeExists := cleanedPropMap["type"].(string); typeExists && propType == "string" {
-				if formatValue, formatExists := cleanedPropMap["format"].(string); formatExists {
-					if formatValue != "enum" && formatValue != "date-time" {
-						delete(cleanedPropMap, "format")
-					}
-				}
-			}
-
-			// Recursively clean nested properties within this property if it's an object/array
-			// Check the type before recursing
-			if propType, typeExists := cleanedPropMap["type"].(string); typeExists && (propType == "object" || propType == "array") {
-				cleanedProps[propName] = cleanFunctionParameters(cleanedPropMap)
-			} else {
-				cleanedProps[propName] = cleanedPropMap // Assign the cleaned map back if not recursing
-			}
-
+				cleanedProps[propName] = cleanFunctionParameters(propValue)
 			}
 			cleanedMap["properties"] = cleanedProps
 		}

-	// Recursively clean items in arrays if needed (e.g., type: array, items: { ... })
+		// Recursively clean items in arrays
 		if items, ok := cleanedMap["items"].(map[string]interface{}); ok && items != nil {
 			cleanedMap["items"] = cleanFunctionParameters(items)
 		}
@@ -366,7 +376,7 @@ func cleanFunctionParameters(params interface{}) interface{} {
 			cleanedMap["items"] = cleanedItemsArray
 		}

-	// Recursively clean other schema composition keywords if necessary
+		// Recursively clean other schema composition keywords
 		for _, field := range []string{"allOf", "anyOf", "oneOf"} {
 			if nested, ok := cleanedMap[field].([]interface{}); ok {
 				cleanedNested := make([]interface{}, len(nested))
@@ -377,7 +387,54 @@ func cleanFunctionParameters(params interface{}) interface{} {
 			}
 		}

+		// Recursively clean patternProperties
+		if patternProps, ok := cleanedMap["patternProperties"].(map[string]interface{}); ok {
+			cleanedPatternProps := make(map[string]interface{})
+			for pattern, schema := range patternProps {
+				cleanedPatternProps[pattern] = cleanFunctionParameters(schema)
+			}
+			cleanedMap["patternProperties"] = cleanedPatternProps
+		}
+
+		// Recursively clean definitions
+		if definitions, ok := cleanedMap["definitions"].(map[string]interface{}); ok {
+			cleanedDefinitions := make(map[string]interface{})
+			for defName, defSchema := range definitions {
+				cleanedDefinitions[defName] = cleanFunctionParameters(defSchema)
+			}
+			cleanedMap["definitions"] = cleanedDefinitions
+		}
+
+		// Recursively clean $defs (newer JSON Schema draft)
+		if defs, ok := cleanedMap["$defs"].(map[string]interface{}); ok {
+			cleanedDefs := make(map[string]interface{})
+			for defName, defSchema := range defs {
+				cleanedDefs[defName] = cleanFunctionParameters(defSchema)
+			}
+			cleanedMap["$defs"] = cleanedDefs
+		}
+
+		// Clean conditional keywords
+		for _, field := range []string{"if", "then", "else", "not"} {
+			if nested, ok := cleanedMap[field]; ok {
+				cleanedMap[field] = cleanFunctionParameters(nested)
+			}
+		}
+
 		return cleanedMap
+
+	case []interface{}:
+		// Handle arrays of schemas
+		cleanedArray := make([]interface{}, len(v))
+		for i, item := range v {
+			cleanedArray[i] = cleanFunctionParameters(item)
+		}
+		return cleanedArray
+
+	default:
+		// Not a map or array, return as is (e.g., could be a primitive)
+		return params
+	}
 }

 func removeAdditionalPropertiesWithDepth(schema interface{}, depth int) interface{} {
@@ -391,6 +448,7 @@ func removeAdditionalPropertiesWithDepth(schema interface{}, depth int) interfac
 	}
 	// 删除所有的title字段
 	delete(v, "title")
+	delete(v, "$schema")
 	// 如果type不为object和array，则直接返回
 	if typeVal, exists := v["type"]; !exists || (typeVal != "object" && typeVal != "array") {
 		return schema
@@ -538,6 +596,8 @@ func responseGeminiChat2OpenAI(response *GeminiChatResponse) *dto.OpenAITextResp
 					if call := getResponseToolCall(&part); call != nil {
 						toolCalls = append(toolCalls, *call)
 					}
+				} else if part.Thought {
+					choice.Message.ReasoningContent = part.Text
 				} else {
 					if part.ExecutableCode != nil {
 						texts = append(texts, "```"+part.ExecutableCode.Language+"\n"+part.ExecutableCode.Code+"\n```")
@@ -555,7 +615,6 @@ func responseGeminiChat2OpenAI(response *GeminiChatResponse) *dto.OpenAITextResp
 				choice.Message.SetToolCalls(toolCalls)
 				isToolCall = true
 			}
-
 			choice.Message.SetStringContent(strings.Join(texts, "\n"))

 		}
@@ -595,6 +654,7 @@ func streamResponseGeminiChat2OpenAI(geminiResponse *GeminiChatResponse) (*dto.C
 		}
 		var texts []string
 		isTools := false
+		isThought := false
 		if candidate.FinishReason != nil {
 			// p := GeminiConvertFinishReason(*candidate.FinishReason)
 			switch *candidate.FinishReason {
@@ -619,6 +679,9 @@ func streamResponseGeminiChat2OpenAI(geminiResponse *GeminiChatResponse) (*dto.C
 					call.SetIndex(len(choice.Delta.ToolCalls))
 					choice.Delta.ToolCalls = append(choice.Delta.ToolCalls, *call)
 				}
+			} else if part.Thought {
+				isThought = true
+				texts = append(texts, part.Text)
 			} else {
 				if part.ExecutableCode != nil {
 					texts = append(texts, "```"+part.ExecutableCode.Language+"\n"+part.ExecutableCode.Code+"\n```\n")
@@ -631,7 +694,11 @@ func streamResponseGeminiChat2OpenAI(geminiResponse *GeminiChatResponse) (*dto.C
 				}
 			}
 		}
+		if isThought {
+			choice.Delta.SetReasoningContent(strings.Join(texts, "\n"))
+		} else {
 			choice.Delta.SetContentString(strings.Join(texts, "\n"))
+		}
 		if isTools {
 			choice.FinishReason = &constant.FinishReasonToolCalls
 		}
@@ -715,8 +782,11 @@ func GeminiChatHandler(c *gin.Context, resp *http.Response, info *relaycommon.Re
 	if err != nil {
 		return service.OpenAIErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
 	}
+	if common.DebugEnabled {
+		println(string(responseBody))
+	}
 	var geminiResponse GeminiChatResponse
-	err = json.Unmarshal(responseBody, &geminiResponse)
+	err = common.DecodeJson(responseBody, &geminiResponse)
 	if err != nil {
 		return service.OpenAIErrorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError), nil
 	}
--- a/relay/channel/jina/adaptor.go
+++ b/relay/channel/jina/adaptor.go
@@ -3,7 +3,6 @@ package jina
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -12,6 +11,8 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/relay/common_handler"
 	"one-api/relay/constant"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -55,6 +56,11 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	return request, nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/mistral/adaptor.go
+++ b/relay/channel/mistral/adaptor.go
@@ -2,13 +2,14 @@ package mistral

 import (
 	"errors"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -59,6 +60,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/mokaai/adaptor.go
+++ b/relay/channel/mokaai/adaptor.go
@@ -3,7 +3,6 @@ package mokaai
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -11,6 +10,8 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -74,6 +75,11 @@ func (a *Adaptor) ConvertRerankRequest(c *gin.Context, relayMode int, request dt
 	return nil, nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/ollama/adaptor.go
+++ b/relay/channel/ollama/adaptor.go
@@ -2,7 +2,6 @@ package ollama

 import (
 	"errors"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -10,6 +9,8 @@ import (
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
 	relayconstant "one-api/relay/constant"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -64,6 +65,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return requestOpenAI2Embeddings(request), nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/openai/adaptor.go
+++ b/relay/channel/openai/adaptor.go
@@ -8,6 +8,7 @@ import (
 	"io"
 	"mime/multipart"
 	"net/http"
+	"net/textproto"
 	"one-api/common"
 	constant2 "one-api/constant"
 	"one-api/dto"
@@ -26,7 +27,6 @@ import (
 	"strings"

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

 type Adaptor struct {
@@ -89,7 +89,10 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		requestURL = fmt.Sprintf("%s?api-version=%s", requestURL, apiVersion)
 		task := strings.TrimPrefix(requestURL, "/v1/")
 		model_ := info.UpstreamModelName
+		// 2025年5月10日后创建的渠道不移除.
+		if info.ChannelCreateTime < constant2.AzureNoRemoveDotTime {
 			model_ = strings.Replace(model_, ".", "", -1)
+		}
 		// https://github.com/songquanpeng/one-api/issues/67
 		requestURL = fmt.Sprintf("/openai/deployments/%s/%s", model_, task)
 		if info.RelayMode == constant.RelayModeRealtime {
@@ -169,7 +172,7 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 		info.UpstreamModelName = request.Model

 		// o系列模型developer适配（o1-mini除外）
-		if !strings.HasPrefix(request.Model, "o1-mini") {
+		if !strings.HasPrefix(request.Model, "o1-mini") && !strings.HasPrefix(request.Model, "o1-preview") {
 			//修改第一个Message的内容，将system改为developer
 			if len(request.Messages) > 0 && request.Messages[0].Role == "system" {
 				request.Messages[0].Role = "developer"
@@ -380,6 +383,21 @@ func detectImageMimeType(filename string) string {
 	}
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// 模型后缀转换 reasoning effort
+	if strings.HasSuffix(request.Model, "-high") {
+		request.Reasoning.Effort = "high"
+		request.Model = strings.TrimSuffix(request.Model, "-high")
+	} else if strings.HasSuffix(request.Model, "-low") {
+		request.Reasoning.Effort = "low"
+		request.Model = strings.TrimSuffix(request.Model, "-low")
+	} else if strings.HasSuffix(request.Model, "-medium") {
+		request.Reasoning.Effort = "medium"
+		request.Model = strings.TrimSuffix(request.Model, "-medium")
+	}
+	return request, nil
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	if info.RelayMode == constant.RelayModeAudioTranscription ||
 		info.RelayMode == constant.RelayModeAudioTranslation ||
@@ -406,6 +424,12 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		err, usage = OpenaiHandlerWithUsage(c, resp, info)
 	case constant.RelayModeRerank:
 		err, usage = common_handler.RerankHandler(c, info, resp)
+	case constant.RelayModeResponses:
+		if info.IsStream {
+			err, usage = OaiResponsesStreamHandler(c, resp, info)
+		} else {
+			err, usage = OaiResponsesHandler(c, resp, info)
+		}
 	default:
 		if info.IsStream {
 			err, usage = OaiStreamHandler(c, resp, info)
--- a/relay/channel/openai/helper.go
+++ b/relay/channel/openai/helper.go
@@ -187,3 +187,10 @@ func handleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 		}
 	}
 }
+
+func sendResponsesStreamData(c *gin.Context, streamResponse dto.ResponsesStreamResponse, data string) {
+	if data == "" {
+		return
+	}
+	helper.ResponseChunkData(c, streamResponse, data)
+}
--- a/relay/channel/openai/relay-openai.go
+++ b/relay/channel/openai/relay-openai.go
@@ -216,9 +216,34 @@ func OpenaiHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayI
 		}, nil
 	}
 	
+	forceFormat := false
+	if forceFmt, ok := info.ChannelSetting[constant.ForceFormat].(bool); ok {
+		forceFormat = forceFmt
+	}
+
+	if simpleResponse.Usage.TotalTokens == 0 || (simpleResponse.Usage.PromptTokens == 0 && simpleResponse.Usage.CompletionTokens == 0) {
+		completionTokens := 0
+		for _, choice := range simpleResponse.Choices {
+			ctkm, _ := service.CountTextToken(choice.Message.StringContent()+choice.Message.ReasoningContent+choice.Message.Reasoning, info.UpstreamModelName)
+			completionTokens += ctkm
+		}
+		simpleResponse.Usage = dto.Usage{
+			PromptTokens:     info.PromptTokens,
+			CompletionTokens: completionTokens,
+			TotalTokens:      info.PromptTokens + completionTokens,
+		}
+	}
+
 	switch info.RelayFormat {
 	case relaycommon.RelayFormatOpenAI:
+		if forceFormat {
+			responseBody, err = json.Marshal(simpleResponse)
+			if err != nil {
+				return service.OpenAIErrorWrapper(err, "marshal_response_body_failed", http.StatusInternalServerError), nil
+			}
+		} else {
 			break
+		}
 	case relaycommon.RelayFormatClaude:
 		claudeResp := service.ResponseOpenAI2Claude(&simpleResponse, info)
 		claudeRespStr, err := json.Marshal(claudeResp)
@@ -244,52 +269,29 @@ func OpenaiHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayI
 		common.SysError("error copying response body: " + err.Error())
 	}
 	resp.Body.Close()
-	if simpleResponse.Usage.TotalTokens == 0 || (simpleResponse.Usage.PromptTokens == 0 && simpleResponse.Usage.CompletionTokens == 0) {
-		completionTokens := 0
-		for _, choice := range simpleResponse.Choices {
-			ctkm, _ := service.CountTextToken(choice.Message.StringContent()+choice.Message.ReasoningContent+choice.Message.Reasoning, info.UpstreamModelName)
-			completionTokens += ctkm
-		}
-		simpleResponse.Usage = dto.Usage{
-			PromptTokens:     info.PromptTokens,
-			CompletionTokens: completionTokens,
-			TotalTokens:      info.PromptTokens + completionTokens,
-		}
-	}
 	return nil, &simpleResponse.Usage
 }

 func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
-	responseBody, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return service.OpenAIErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError), nil
-	}
-	err = resp.Body.Close()
-	if err != nil {
-		return service.OpenAIErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
-	}
-	// Reset response body
-	resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
-	// We shouldn't set the header before we parse the response body, because the parse part may fail.
-	// And then we will have to send an error response, but in this case, the header has already been set.
-	// So the httpClient will be confused by the response.
-	// For example, Postman will report error, and we cannot check the response at all.
+	// 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 resp.Body.Close()
+	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)
-	_, err = io.Copy(c.Writer, resp.Body)
+	c.Writer.WriteHeaderNow()
+	_, err := io.Copy(c.Writer, resp.Body)
 	if err != nil {
-		return service.OpenAIErrorWrapper(err, "copy_response_body_failed", http.StatusInternalServerError), nil
+		common.LogError(c, err.Error())
 	}
-	err = resp.Body.Close()
-	if err != nil {
-		return service.OpenAIErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
-	}
-
-	usage := &dto.Usage{}
-	usage.PromptTokens = info.PromptTokens
-	usage.TotalTokens = info.PromptTokens
 	return nil, usage
 }

--- a/relay/channel/openai/relay_responses.go
+++ b/relay/channel/openai/relay_responses.go
@@ -0,0 +1,119 @@
+package openai
+
+import (
+	"bytes"
+	"fmt"
+	"io"
+	"net/http"
+	"one-api/common"
+	"one-api/dto"
+	relaycommon "one-api/relay/common"
+	"one-api/relay/helper"
+	"one-api/service"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+func OaiResponsesHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
+	// read response body
+	var responsesResponse dto.OpenAIResponsesResponse
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return service.OpenAIErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError), nil
+	}
+	err = resp.Body.Close()
+	if err != nil {
+		return service.OpenAIErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
+	}
+	err = common.DecodeJson(responseBody, &responsesResponse)
+	if err != nil {
+		return service.OpenAIErrorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError), nil
+	}
+	if responsesResponse.Error != nil {
+		return &dto.OpenAIErrorWithStatusCode{
+			Error: dto.OpenAIError{
+				Message: responsesResponse.Error.Message,
+				Type:    "openai_error",
+				Code:    responsesResponse.Error.Code,
+			},
+			StatusCode: resp.StatusCode,
+		}, nil
+	}
+
+	// reset response body
+	resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
+	// We shouldn't set the header before we parse the response body, because the parse part may fail.
+	// And then we will have to send an error response, but in this case, the header has already been set.
+	// So the httpClient will be confused by the response.
+	// For example, Postman will report error, and we cannot check the response at all.
+	for k, v := range resp.Header {
+		c.Writer.Header().Set(k, v[0])
+	}
+	c.Writer.WriteHeader(resp.StatusCode)
+	// copy response body
+	_, err = io.Copy(c.Writer, resp.Body)
+	if err != nil {
+		common.SysError("error copying response body: " + err.Error())
+	}
+	resp.Body.Close()
+	// compute usage
+	usage := dto.Usage{}
+	usage.PromptTokens = responsesResponse.Usage.InputTokens
+	usage.CompletionTokens = responsesResponse.Usage.OutputTokens
+	usage.TotalTokens = responsesResponse.Usage.TotalTokens
+	// 解析 Tools 用量
+	for _, tool := range responsesResponse.Tools {
+		info.ResponsesUsageInfo.BuiltInTools[tool.Type].CallCount++
+	}
+	return nil, &usage
+}
+
+func OaiResponsesStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
+	if resp == nil || resp.Body == nil {
+		common.LogError(c, "invalid response or response body")
+		return service.OpenAIErrorWrapper(fmt.Errorf("invalid response"), "invalid_response", http.StatusInternalServerError), nil
+	}
+
+	var usage = &dto.Usage{}
+	var responseTextBuilder strings.Builder
+
+	helper.StreamScannerHandler(c, resp, info, func(data string) bool {
+
+		// 检查当前数据是否包含 completed 状态和 usage 信息
+		var streamResponse dto.ResponsesStreamResponse
+		if err := common.DecodeJsonStr(data, &streamResponse); err == nil {
+			sendResponsesStreamData(c, streamResponse, data)
+			switch streamResponse.Type {
+			case "response.completed":
+				usage.PromptTokens = streamResponse.Response.Usage.InputTokens
+				usage.CompletionTokens = streamResponse.Response.Usage.OutputTokens
+				usage.TotalTokens = streamResponse.Response.Usage.TotalTokens
+			case "response.output_text.delta":
+				// 处理输出文本
+				responseTextBuilder.WriteString(streamResponse.Delta)
+			case dto.ResponsesOutputTypeItemDone:
+				// 函数调用处理
+				if streamResponse.Item != nil {
+					switch streamResponse.Item.Type {
+					case dto.BuildInCallWebSearchCall:
+						info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolWebSearchPreview].CallCount++
+					}
+				}
+			}
+		}
+		return true
+	})
+
+	if usage.CompletionTokens == 0 {
+		// 计算输出文本的 token 数量
+		tempStr := responseTextBuilder.String()
+		if len(tempStr) > 0 {
+			// 非正常结束，使用输出文本的 token 数量
+			completionTokens, _ := service.CountTextToken(tempStr, info.UpstreamModelName)
+			usage.CompletionTokens = completionTokens
+		}
+	}
+
+	return nil, usage
+}
--- a/relay/channel/openrouter/dto.go
+++ b/relay/channel/openrouter/dto.go
@@ -0,0 +1,9 @@
+package openrouter
+
+type RequestReasoning struct {
+	// One of the following (not both):
+	Effort    string `json:"effort,omitempty"`     // Can be "high", "medium", or "low" (OpenAI-style)
+	MaxTokens int    `json:"max_tokens,omitempty"` // Specific token limit (Anthropic-style)
+	// Optional: Default is false. All models support this.
+	Exclude bool `json:"exclude,omitempty"` // Set to true to exclude reasoning tokens from response
+}
--- a/relay/channel/palm/adaptor.go
+++ b/relay/channel/palm/adaptor.go
@@ -3,13 +3,14 @@ package palm
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
 	relaycommon "one-api/relay/common"
 	"one-api/service"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -60,6 +61,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/perplexity/adaptor.go
+++ b/relay/channel/perplexity/adaptor.go
@@ -3,13 +3,14 @@ package perplexity
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -63,6 +64,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/siliconflow/adaptor.go
+++ b/relay/channel/siliconflow/adaptor.go
@@ -3,7 +3,6 @@ package siliconflow
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -11,6 +10,8 @@ import (
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -58,6 +59,11 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	return request, nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/tencent/adaptor.go
+++ b/relay/channel/tencent/adaptor.go
@@ -3,7 +3,6 @@ package tencent
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/common"
@@ -13,6 +12,8 @@ import (
 	"one-api/service"
 	"strconv"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -84,6 +85,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/vertex/adaptor.go
+++ b/relay/channel/vertex/adaptor.go
@@ -4,7 +4,6 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -13,7 +12,11 @@ import (
 	"one-api/relay/channel/gemini"
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
+	"one-api/relay/constant"
+	"one-api/setting/model_setting"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 const (
@@ -29,6 +32,8 @@ var claudeModelMap = map[string]string{
 	"claude-3-5-sonnet-20240620": "claude-3-5-sonnet@20240620",
 	"claude-3-5-sonnet-20241022": "claude-3-5-sonnet-v2@20241022",
 	"claude-3-7-sonnet-20250219": "claude-3-7-sonnet@20250219",
+	"claude-sonnet-4-20250514":   "claude-sonnet-4@20250514",
+	"claude-opus-4-20250514":     "claude-opus-4@20250514",
 }

 const anthropicVersion = "vertex-2023-10-16"
@@ -77,11 +82,28 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 	a.AccountCredentials = *adc
 	suffix := ""
 	if a.RequestMode == RequestModeGemini {
+		if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
+			// suffix -thinking and -nothinking
+			if strings.HasSuffix(info.OriginModelName, "-thinking") {
+				info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-thinking")
+			} else if strings.HasSuffix(info.OriginModelName, "-nothinking") {
+				info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-nothinking")
+			}
+		}
+
 		if info.IsStream {
 			suffix = "streamGenerateContent?alt=sse"
 		} else {
 			suffix = "generateContent"
 		}
+		if region == "global" {
+			return fmt.Sprintf(
+				"https://aiplatform.googleapis.com/v1/projects/%s/locations/global/publishers/google/models/%s:%s",
+				adc.ProjectID,
+				info.UpstreamModelName,
+				suffix,
+			), nil
+		} else {
 			return fmt.Sprintf(
 				"https://%s-aiplatform.googleapis.com/v1/projects/%s/locations/%s/publishers/google/models/%s:%s",
 				region,
@@ -90,6 +112,7 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 				info.UpstreamModelName,
 				suffix,
 			), nil
+		}
 	} else if a.RequestMode == RequestModeClaude {
 		if info.IsStream {
 			suffix = "streamRawPredict?alt=sse"
@@ -164,6 +187,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
@@ -174,7 +202,11 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		case RequestModeClaude:
 			err, usage = claude.ClaudeStreamHandler(c, resp, info, claude.RequestModeMessage)
 		case RequestModeGemini:
+			if info.RelayMode == constant.RelayModeGemini {
+				usage, err = gemini.GeminiTextGenerationStreamHandler(c, resp, info)
+			} else {
 				err, usage = gemini.GeminiChatStreamHandler(c, resp, info)
+			}
 		case RequestModeLlama:
 			err, usage = openai.OaiStreamHandler(c, resp, info)
 		}
@@ -183,7 +215,11 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		case RequestModeClaude:
 			err, usage = claude.ClaudeHandler(c, resp, claude.RequestModeMessage, info)
 		case RequestModeGemini:
+			if info.RelayMode == constant.RelayModeGemini {
+				usage, err = gemini.GeminiTextGenerationHandler(c, resp, info)
+			} else {
 				err, usage = gemini.GeminiChatHandler(c, resp, info)
+			}
 		case RequestModeLlama:
 			err, usage = openai.OpenaiHandler(c, resp, info)
 		}
--- a/relay/channel/volcengine/adaptor.go
+++ b/relay/channel/volcengine/adaptor.go
@@ -3,7 +3,6 @@ package volcengine
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -12,6 +11,8 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -71,6 +72,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return request, nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/channel/xai/adaptor.go
+++ b/relay/channel/xai/adaptor.go
@@ -2,14 +2,17 @@ package xai

 import (
 	"errors"
-	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
+	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
 	"strings"
+
+	"one-api/relay/constant"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -27,15 +30,20 @@ func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInf
 }

 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
-	request.Size = ""
-	return request, nil
+	xaiRequest := ImageRequest{
+		Model:          request.Model,
+		Prompt:         request.Prompt,
+		N:              request.N,
+		ResponseFormat: request.ResponseFormat,
+	}
+	return xaiRequest, nil
 }

 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 }

 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
-	return fmt.Sprintf("%s/v1/chat/completions", info.BaseUrl), nil
+	return relaycommon.GetFullRequestURL(info.BaseUrl, info.RequestURLPath, info.ChannelType), nil
 }

 func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *relaycommon.RelayInfo) error {
@@ -78,20 +86,26 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not available")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }

 func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *dto.OpenAIErrorWithStatusCode) {
+	switch info.RelayMode {
+	case constant.RelayModeImagesGenerations, constant.RelayModeImagesEdits:
+		err, usage = openai.OpenaiHandlerWithUsage(c, resp, info)
+	default:
 		if info.IsStream {
 			err, usage = xAIStreamHandler(c, resp, info)
 		} else {
 			err, usage = xAIHandler(c, resp, info)
 		}
-	//if _, ok := usage.(*dto.Usage); ok && usage != nil {
-	//	usage.(*dto.Usage).CompletionTokens = usage.(*dto.Usage).TotalTokens - usage.(*dto.Usage).PromptTokens
-	//}
-
+	}
 	return
 }

--- a/relay/channel/xai/dto.go
+++ b/relay/channel/xai/dto.go
@@ -12,3 +12,16 @@ type ChatCompletionResponse struct {
 	Usage             *dto.Usage `json:"usage"`
 	SystemFingerprint string     `json:"system_fingerprint"`
 }
+
+// quality, size or style are not supported by xAI API at the moment.
+type ImageRequest struct {
+	Model          string          `json:"model"`
+	Prompt         string          `json:"prompt" binding:"required"`
+	N              int             `json:"n,omitempty"`
+	// Size           string          `json:"size,omitempty"`
+	// Quality        string          `json:"quality,omitempty"`
+	ResponseFormat string          `json:"response_format,omitempty"`
+	// Style          string          `json:"style,omitempty"`
+	// User           string          `json:"user,omitempty"`
+	// ExtraFields    json.RawMessage `json:"extra_fields,omitempty"`
+}
--- a/relay/channel/xunfei/adaptor.go
+++ b/relay/channel/xunfei/adaptor.go
@@ -2,7 +2,6 @@ package xunfei

 import (
 	"errors"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -10,6 +9,8 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/service"
 	"strings"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -61,6 +62,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return nil, errors.New("not implemented")
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	// xunfei's request is not http request, so we don't need to do anything here
 	dummyResp := &http.Response{}
--- a/relay/channel/zhipu/adaptor.go
+++ b/relay/channel/zhipu/adaptor.go
@@ -3,12 +3,13 @@ package zhipu
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
 	"one-api/relay/channel"
 	relaycommon "one-api/relay/common"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -71,6 +72,11 @@ func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, request
 	return channel.DoApiRequest(a, c, info, requestBody)
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *dto.OpenAIErrorWithStatusCode) {
 	if info.IsStream {
 		err, usage = zhipuStreamHandler(c, resp)
--- a/relay/channel/zhipu_4v/adaptor.go
+++ b/relay/channel/zhipu_4v/adaptor.go
@@ -3,7 +3,6 @@ package zhipu_4v
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/dto"
@@ -11,6 +10,8 @@ import (
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
 	relayconstant "one-api/relay/constant"
+
+	"github.com/gin-gonic/gin"
 )

 type Adaptor struct {
@@ -70,6 +71,11 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 	return request, nil
 }

+func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
+	// TODO implement me
+	return nil, errors.New("not implemented")
+}
+
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
 	return channel.DoApiRequest(a, c, info, requestBody)
 }
--- a/relay/common/relay_info.go
+++ b/relay/common/relay_info.go
@@ -36,6 +36,7 @@ type ClaudeConvertInfo struct {
 const (
 	RelayFormatOpenAI = "openai"
 	RelayFormatClaude = "claude"
+	RelayFormatGemini = "gemini"
 )

 type RerankerInfo struct {
@@ -43,6 +44,16 @@ type RerankerInfo struct {
 	ReturnDocuments bool
 }

+type BuildInToolInfo struct {
+	ToolName          string
+	CallCount         int
+	SearchContextSize string
+}
+
+type ResponsesUsageInfo struct {
+	BuiltInTools map[string]*BuildInToolInfo
+}
+
 type RelayInfo struct {
 	ChannelType       int
 	ChannelId         int
@@ -87,9 +98,11 @@ type RelayInfo struct {
 	UserQuota            int
 	RelayFormat          string
 	SendResponseCount    int
+	ChannelCreateTime    int64
 	ThinkingContentInfo
 	*ClaudeConvertInfo
 	*RerankerInfo
+	*ResponsesUsageInfo
 }

 // 定义支持流式选项的通道类型
@@ -103,6 +116,8 @@ var streamSupportedChannels = map[int]bool{
 	common.ChannelTypeVolcEngine: true,
 	common.ChannelTypeOllama:     true,
 	common.ChannelTypeXai:        true,
+	common.ChannelTypeDeepSeek:   true,
+	common.ChannelTypeBaiduV2:    true,
 }

 func GenRelayInfoWs(c *gin.Context, ws *websocket.Conn) *RelayInfo {
@@ -134,6 +149,31 @@ func GenRelayInfoRerank(c *gin.Context, req *dto.RerankRequest) *RelayInfo {
 	return info
 }

+func GenRelayInfoResponses(c *gin.Context, req *dto.OpenAIResponsesRequest) *RelayInfo {
+	info := GenRelayInfo(c)
+	info.RelayMode = relayconstant.RelayModeResponses
+	info.ResponsesUsageInfo = &ResponsesUsageInfo{
+		BuiltInTools: make(map[string]*BuildInToolInfo),
+	}
+	if len(req.Tools) > 0 {
+		for _, tool := range req.Tools {
+			info.ResponsesUsageInfo.BuiltInTools[tool.Type] = &BuildInToolInfo{
+				ToolName:  tool.Type,
+				CallCount: 0,
+			}
+			switch tool.Type {
+			case dto.BuildInToolWebSearchPreview:
+				if tool.SearchContextSize == "" {
+					tool.SearchContextSize = "medium"
+				}
+				info.ResponsesUsageInfo.BuiltInTools[tool.Type].SearchContextSize = tool.SearchContextSize
+			}
+		}
+	}
+	info.IsStream = req.Stream
+	return info
+}
+
 func GenRelayInfo(c *gin.Context) *RelayInfo {
 	channelType := c.GetInt("channel_type")
 	channelId := c.GetInt("channel_id")
@@ -176,6 +216,7 @@ func GenRelayInfo(c *gin.Context) *RelayInfo {
 		ApiKey:            strings.TrimPrefix(c.Request.Header.Get("Authorization"), "Bearer "),
 		Organization:      c.GetString("channel_organization"),
 		ChannelSetting:    channelSetting,
+		ChannelCreateTime: c.GetInt64("channel_create_time"),
 		ParamOverride:     paramOverride,
 		RelayFormat:       RelayFormatOpenAI,
 		ThinkingContentInfo: ThinkingContentInfo{
@@ -200,6 +241,10 @@ func GenRelayInfo(c *gin.Context) *RelayInfo {
 	if streamSupportedChannels[info.ChannelType] {
 		info.SupportStreamOptions = true
 	}
+	// responses 模式不支持 StreamOptions
+	if relayconstant.RelayModeResponses == info.RelayMode {
+		info.SupportStreamOptions = false
+	}
 	return info
 }

--- a/relay/constant/api_type.go
+++ b/relay/constant/api_type.go
@@ -33,6 +33,7 @@ const (
 	APITypeOpenRouter
 	APITypeXinference
 	APITypeXai
+	APITypeCoze
 	APITypeDummy // this one is only for count, do not add any channel after this
 )

@@ -95,6 +96,8 @@ func ChannelType2APIType(channelType int) (int, bool) {
 		apiType = APITypeXinference
 	case common.ChannelTypeXai:
 		apiType = APITypeXai
+	case common.ChannelTypeCoze:
+		apiType = APITypeCoze
 	}
 	if apiType == -1 {
 		return APITypeOpenAI, false
--- a/relay/constant/relay_mode.go
+++ b/relay/constant/relay_mode.go
@@ -40,7 +40,11 @@ const (

 	RelayModeRerank

+	RelayModeResponses
+
 	RelayModeRealtime
+
+	RelayModeGemini
 )

 func Path2RelayMode(path string) int {
@@ -61,6 +65,8 @@ func Path2RelayMode(path string) int {
 		relayMode = RelayModeImagesEdits
 	} else if strings.HasPrefix(path, "/v1/edits") {
 		relayMode = RelayModeEdits
+	} else if strings.HasPrefix(path, "/v1/responses") {
+		relayMode = RelayModeResponses
 	} else if strings.HasPrefix(path, "/v1/audio/speech") {
 		relayMode = RelayModeAudioSpeech
 	} else if strings.HasPrefix(path, "/v1/audio/transcriptions") {
@@ -71,6 +77,8 @@ func Path2RelayMode(path string) int {
 		relayMode = RelayModeRerank
 	} else if strings.HasPrefix(path, "/v1/realtime") {
 		relayMode = RelayModeRealtime
+	} else if strings.HasPrefix(path, "/v1beta/models") {
+		relayMode = RelayModeGemini
 	}
 	return relayMode
 }
--- a/relay/helper/common.go
+++ b/relay/helper/common.go
@@ -12,11 +12,19 @@ import (
 )

 func SetEventStreamHeaders(c *gin.Context) {
+    // 检查是否已经设置过头部
+    if _, exists := c.Get("event_stream_headers_set"); exists {
+        return
+    }
+    
    c.Writer.Header().Set("Content-Type", "text/event-stream")
    c.Writer.Header().Set("Cache-Control", "no-cache")
    c.Writer.Header().Set("Connection", "keep-alive")
    c.Writer.Header().Set("Transfer-Encoding", "chunked")
    c.Writer.Header().Set("X-Accel-Buffering", "no")
+    
+    // 设置标志，表示头部已经设置过
+    c.Set("event_stream_headers_set", true)
 }

 func ClaudeData(c *gin.Context, resp dto.ClaudeResponse) error {
@@ -43,6 +51,14 @@ func ClaudeChunkData(c *gin.Context, resp dto.ClaudeResponse, data string) {
 	}
 }

+func ResponseChunkData(c *gin.Context, resp dto.ResponsesStreamResponse, data string) {
+	c.Render(-1, common.CustomEvent{Data: fmt.Sprintf("event: %s\n", resp.Type)})
+	c.Render(-1, common.CustomEvent{Data: fmt.Sprintf("data: %s", data)})
+	if flusher, ok := c.Writer.(http.Flusher); ok {
+		flusher.Flush()
+	}
+}
+
 func StringData(c *gin.Context, str string) error {
 	//str = strings.TrimPrefix(str, "data: ")
 	//str = strings.TrimSuffix(str, "\r")
--- a/relay/helper/model_mapped.go
+++ b/relay/helper/model_mapped.go
@@ -2,9 +2,11 @@ package helper

 import (
 	"encoding/json"
+	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"one-api/relay/common"
+
+	"github.com/gin-gonic/gin"
 )

 func ModelMappedHelper(c *gin.Context, info *common.RelayInfo) error {
@@ -16,9 +18,36 @@ func ModelMappedHelper(c *gin.Context, info *common.RelayInfo) error {
 		if err != nil {
 			return fmt.Errorf("unmarshal_model_mapping_failed")
 		}
-		if modelMap[info.OriginModelName] != "" {
-			info.UpstreamModelName = modelMap[info.OriginModelName]
+
+		// 支持链式模型重定向，最终使用链尾的模型
+		currentModel := info.OriginModelName
+		visitedModels := map[string]bool{
+			currentModel: true,
+		}
+		for {
+			if mappedModel, exists := modelMap[currentModel]; exists && mappedModel != "" {
+				// 模型重定向循环检测，避免无限循环
+				if visitedModels[mappedModel] {
+					if mappedModel == currentModel {
+						if currentModel == info.OriginModelName {
+							info.IsModelMapped = false
+							return nil
+						} else {
 							info.IsModelMapped = true
+							break
+						}
+					}
+					return errors.New("model_mapping_contains_cycle")
+				}
+				visitedModels[mappedModel] = true
+				currentModel = mappedModel
+				info.IsModelMapped = true
+			} else {
+				break
+			}
+		}
+		if info.IsModelMapped {
+			info.UpstreamModelName = currentModel
 		}
 	}
 	return nil
--- a/relay/helper/price.go
+++ b/relay/helper/price.go
@@ -23,7 +23,7 @@ type PriceData struct {
 }

 func (p PriceData) ToSetting() string {
-	return fmt.Sprintf("ModelPrice: %f, ModelRatio: %f, CompletionRatio: %f, CacheRatio: %f, GroupRatio: %f, UsePrice: %t, CacheCreationRatio: %f, ShouldPreConsumedQuota: %d, ImageRatio: %d", p.ModelPrice, p.ModelRatio, p.CompletionRatio, p.CacheRatio, p.GroupRatio, p.UsePrice, p.CacheCreationRatio, p.ShouldPreConsumedQuota, p.ImageRatio)
+	return fmt.Sprintf("ModelPrice: %f, ModelRatio: %f, CompletionRatio: %f, CacheRatio: %f, GroupRatio: %f, UsePrice: %t, CacheCreationRatio: %f, ShouldPreConsumedQuota: %d, ImageRatio: %f", p.ModelPrice, p.ModelRatio, p.CompletionRatio, p.CacheRatio, p.GroupRatio, p.UsePrice, p.CacheCreationRatio, p.ShouldPreConsumedQuota, p.ImageRatio)
 }

 func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens int, maxTokens int) (PriceData, error) {
--- a/relay/helper/stream_scanner.go
+++ b/relay/helper/stream_scanner.go
@@ -3,7 +3,6 @@ package helper
 import (
 	"bufio"
 	"context"
-	"github.com/bytedance/gopkg/util/gopool"
 	"io"
 	"net/http"
 	"one-api/common"
@@ -14,6 +13,8 @@ import (
 	"sync"
 	"time"

+	"github.com/bytedance/gopkg/util/gopool"
+
 	"github.com/gin-gonic/gin"
 )

@@ -32,7 +33,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 	defer resp.Body.Close()

 	streamingTimeout := time.Duration(constant.StreamingTimeout) * time.Second
-	if strings.HasPrefix(info.UpstreamModelName, "o1") || strings.HasPrefix(info.UpstreamModelName, "o3") {
+	if strings.HasPrefix(info.UpstreamModelName, "o") {
 		// twice timeout for thinking model
 		streamingTimeout *= 2
 	}
@@ -115,7 +116,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 			}
 			data = data[5:]
 			data = strings.TrimLeft(data, " ")
-			data = strings.TrimSuffix(data, "\"")
+			data = strings.TrimSuffix(data, "\r")
 			if !strings.HasPrefix(data, "[DONE]") {
 				info.SetFirstResponseTime()
 				writeMutex.Lock() // Lock before writing
--- a/relay/relay-gemini.go
+++ b/relay/relay-gemini.go
@@ -0,0 +1,157 @@
+package relay
+
+import (
+	"bytes"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"net/http"
+	"one-api/common"
+	"one-api/dto"
+	"one-api/relay/channel/gemini"
+	relaycommon "one-api/relay/common"
+	"one-api/relay/helper"
+	"one-api/service"
+	"one-api/setting"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+func getAndValidateGeminiRequest(c *gin.Context) (*gemini.GeminiChatRequest, error) {
+	request := &gemini.GeminiChatRequest{}
+	err := common.UnmarshalBodyReusable(c, request)
+	if err != nil {
+		return nil, err
+	}
+	if len(request.Contents) == 0 {
+		return nil, errors.New("contents is required")
+	}
+	return request, nil
+}
+
+// 流模式
+// /v1beta/models/gemini-2.0-flash:streamGenerateContent?alt=sse&key=xxx
+func checkGeminiStreamMode(c *gin.Context, relayInfo *relaycommon.RelayInfo) {
+	if c.Query("alt") == "sse" {
+		relayInfo.IsStream = true
+	}
+
+	// if strings.Contains(c.Request.URL.Path, "streamGenerateContent") {
+	// 	relayInfo.IsStream = true
+	// }
+}
+
+func checkGeminiInputSensitive(textRequest *gemini.GeminiChatRequest) ([]string, error) {
+	var inputTexts []string
+	for _, content := range textRequest.Contents {
+		for _, part := range content.Parts {
+			if part.Text != "" {
+				inputTexts = append(inputTexts, part.Text)
+			}
+		}
+	}
+	if len(inputTexts) == 0 {
+		return nil, nil
+	}
+
+	sensitiveWords, err := service.CheckSensitiveInput(inputTexts)
+	return sensitiveWords, err
+}
+
+func getGeminiInputTokens(req *gemini.GeminiChatRequest, info *relaycommon.RelayInfo) (int, error) {
+	// 计算输入 token 数量
+	var inputTexts []string
+	for _, content := range req.Contents {
+		for _, part := range content.Parts {
+			if part.Text != "" {
+				inputTexts = append(inputTexts, part.Text)
+			}
+		}
+	}
+
+	inputText := strings.Join(inputTexts, "\n")
+	inputTokens, err := service.CountTokenInput(inputText, info.UpstreamModelName)
+	info.PromptTokens = inputTokens
+	return inputTokens, err
+}
+
+func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
+	req, err := getAndValidateGeminiRequest(c)
+	if err != nil {
+		common.LogError(c, fmt.Sprintf("getAndValidateGeminiRequest error: %s", err.Error()))
+		return service.OpenAIErrorWrapperLocal(err, "invalid_gemini_request", http.StatusBadRequest)
+	}
+
+	relayInfo := relaycommon.GenRelayInfo(c)
+
+	// 检查 Gemini 流式模式
+	checkGeminiStreamMode(c, relayInfo)
+
+	if setting.ShouldCheckPromptSensitive() {
+		sensitiveWords, err := checkGeminiInputSensitive(req)
+		if err != nil {
+			common.LogWarn(c, fmt.Sprintf("user sensitive words detected: %s", strings.Join(sensitiveWords, ", ")))
+			return service.OpenAIErrorWrapperLocal(err, "check_request_sensitive_error", http.StatusBadRequest)
+		}
+	}
+
+	// model mapped 模型映射
+	err = helper.ModelMappedHelper(c, relayInfo)
+	if err != nil {
+		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusBadRequest)
+	}
+
+	if value, exists := c.Get("prompt_tokens"); exists {
+		promptTokens := value.(int)
+		relayInfo.SetPromptTokens(promptTokens)
+	} else {
+		promptTokens, err := getGeminiInputTokens(req, relayInfo)
+		if err != nil {
+			return service.OpenAIErrorWrapperLocal(err, "count_input_tokens_error", http.StatusBadRequest)
+		}
+		c.Set("prompt_tokens", promptTokens)
+	}
+
+	priceData, err := helper.ModelPriceHelper(c, relayInfo, relayInfo.PromptTokens, int(req.GenerationConfig.MaxOutputTokens))
+	if err != nil {
+		return service.OpenAIErrorWrapperLocal(err, "model_price_error", http.StatusInternalServerError)
+	}
+
+	// pre consume quota
+	preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, priceData.ShouldPreConsumedQuota, relayInfo)
+	if openaiErr != nil {
+		return openaiErr
+	}
+	defer func() {
+		if openaiErr != nil {
+			returnPreConsumedQuota(c, relayInfo, userQuota, preConsumedQuota)
+		}
+	}()
+
+	adaptor := GetAdaptor(relayInfo.ApiType)
+	if adaptor == nil {
+		return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)
+	}
+
+	adaptor.Init(relayInfo)
+
+	requestBody, err := json.Marshal(req)
+	if err != nil {
+		return service.OpenAIErrorWrapperLocal(err, "marshal_text_request_failed", http.StatusInternalServerError)
+	}
+
+	resp, err := adaptor.DoRequest(c, relayInfo, bytes.NewReader(requestBody))
+	if err != nil {
+		common.LogError(c, "Do gemini request failed: "+err.Error())
+		return service.OpenAIErrorWrapperLocal(err, "do_request_failed", http.StatusInternalServerError)
+	}
+
+	usage, openaiErr := adaptor.DoResponse(c, resp.(*http.Response), relayInfo)
+	if openaiErr != nil {
+		return openaiErr
+	}
+
+	postConsumeQuota(c, relayInfo, usage.(*dto.Usage), preConsumedQuota, userQuota, priceData, "")
+	return nil
+}
--- a/relay/relay-image.go
+++ b/relay/relay-image.go
@@ -41,27 +41,44 @@ func getAndValidImageRequest(c *gin.Context, info *relaycommon.RelayInfo) (*dto.
 				imageRequest.Quality = "standard"
 			}
 		}
+		if imageRequest.N == 0 {
+			imageRequest.N = 1
+		}
 	default:
 		err := common.UnmarshalBodyReusable(c, imageRequest)
 		if err != nil {
 			return nil, err
 		}
+
+		if imageRequest.Model == "" {
+			imageRequest.Model = "dall-e-3"
+		}
+
+		if strings.Contains(imageRequest.Size, "×") {
+			return nil, errors.New("size an unexpected error occurred in the parameter, please use 'x' instead of the multiplication sign '×'")
+		}
+
 		// Not "256x256", "512x512", or "1024x1024"
 		if imageRequest.Model == "dall-e-2" || imageRequest.Model == "dall-e" {
 			if imageRequest.Size != "" && imageRequest.Size != "256x256" && imageRequest.Size != "512x512" && imageRequest.Size != "1024x1024" {
-				return nil, errors.New("size must be one of 256x256, 512x512, or 1024x1024, dall-e-3 1024x1792 or 1792x1024")
+				return nil, errors.New("size must be one of 256x256, 512x512, or 1024x1024 for dall-e-2 or dall-e")
+			}
+			if imageRequest.Size == "" {
+				imageRequest.Size = "1024x1024"
 			}
 		} else if imageRequest.Model == "dall-e-3" {
 			if imageRequest.Size != "" && imageRequest.Size != "1024x1024" && imageRequest.Size != "1024x1792" && imageRequest.Size != "1792x1024" {
-				return nil, errors.New("size must be one of 256x256, 512x512, or 1024x1024, dall-e-3 1024x1792 or 1792x1024")
+				return nil, errors.New("size must be one of 1024x1024, 1024x1792 or 1792x1024 for dall-e-3")
 			}
 			if imageRequest.Quality == "" {
 				imageRequest.Quality = "standard"
 			}
-			// N should between 1 and 10
-			//if imageRequest.N != 0 && (imageRequest.N < 1 || imageRequest.N > 10) {
-			//	return service.OpenAIErrorWrapper(errors.New("n must be between 1 and 10"), "invalid_field_value", http.StatusBadRequest)
-			//}
+			if imageRequest.Size == "" {
+				imageRequest.Size = "1024x1024"
+			}
+		} else if imageRequest.Model == "gpt-image-1" {
+			if imageRequest.Quality == "" {
+				imageRequest.Quality = "auto"
 			}
 		}

@@ -69,63 +86,11 @@ func getAndValidImageRequest(c *gin.Context, info *relaycommon.RelayInfo) (*dto.
 			return nil, errors.New("prompt is required")
 		}

-	if imageRequest.Model == "" {
-		imageRequest.Model = "dall-e-2"
-	}
-	if strings.Contains(imageRequest.Size, "×") {
-		return nil, errors.New("size an unexpected error occurred in the parameter, please use 'x' instead of the multiplication sign '×'")
-	}
 		if imageRequest.N == 0 {
 			imageRequest.N = 1
 		}
-	if imageRequest.Size == "" {
-		imageRequest.Size = "1024x1024"
 	}

-	err := common.UnmarshalBodyReusable(c, imageRequest)
-	if err != nil {
-		return nil, err
-	}
-	if imageRequest.Prompt == "" {
-		return nil, errors.New("prompt is required")
-	}
-	if strings.Contains(imageRequest.Size, "×") {
-		return nil, errors.New("size an unexpected error occurred in the parameter, please use 'x' instead of the multiplication sign '×'")
-	}
-	if imageRequest.N == 0 {
-		imageRequest.N = 1
-	}
-	if imageRequest.Size == "" {
-		imageRequest.Size = "1024x1024"
-	}
-	if imageRequest.Model == "" {
-		imageRequest.Model = "dall-e-2"
-	}
-	// x.ai grok-2-image not support size, quality or style
-	if imageRequest.Size == "empty" {
-		imageRequest.Size = ""
-	}
-
-	// Not "256x256", "512x512", or "1024x1024"
-	if imageRequest.Model == "dall-e-2" || imageRequest.Model == "dall-e" {
-		if imageRequest.Size != "" && imageRequest.Size != "256x256" && imageRequest.Size != "512x512" && imageRequest.Size != "1024x1024" {
-			return nil, errors.New("size must be one of 256x256, 512x512, or 1024x1024, dall-e-3 1024x1792 or 1792x1024")
-		}
-	} else if imageRequest.Model == "dall-e-3" {
-		if imageRequest.Size != "" && imageRequest.Size != "1024x1024" && imageRequest.Size != "1024x1792" && imageRequest.Size != "1792x1024" {
-			return nil, errors.New("size must be one of 256x256, 512x512, or 1024x1024, dall-e-3 1024x1792 or 1792x1024")
-		}
-		if imageRequest.Quality == "" {
-			imageRequest.Quality = "standard"
-		}
-		//if imageRequest.N != 1 {
-		//	return nil, errors.New("n must be 1")
-		//}
-	}
-	// N should between 1 and 10
-	//if imageRequest.N != 0 && (imageRequest.N < 1 || imageRequest.N > 10) {
-	//	return service.OpenAIErrorWrapper(errors.New("n must be between 1 and 10"), "invalid_field_value", http.StatusBadRequest)
-	//}
 	if setting.ShouldCheckPromptSensitive() {
 		words, err := service.CheckSensitiveInput(imageRequest.Prompt)
 		if err != nil {
@@ -229,6 +194,10 @@ func ImageHelper(c *gin.Context) *dto.OpenAIErrorWithStatusCode {
 		requestBody = bytes.NewBuffer(jsonData)
 	}

+	if common.DebugEnabled {
+		println(fmt.Sprintf("image request body: %s", requestBody))
+	}
+
 	statusCodeMappingStr := c.GetString("status_code_mapping")

 	resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
--- a/relay/relay-mj.go
+++ b/relay/relay-mj.go
@@ -32,7 +32,23 @@ func RelayMidjourneyImage(c *gin.Context) {
 		})
 		return
 	}
-	resp, err := http.Get(midjourneyTask.ImageUrl)
+	var httpClient *http.Client
+	if channel, err := model.CacheGetChannel(midjourneyTask.ChannelId); err == nil {
+		if proxy, ok := channel.GetSetting()["proxy"]; ok {
+			if proxyURL, ok := proxy.(string); ok && proxyURL != "" {
+				if httpClient, err = service.NewProxyHttpClient(proxyURL); err != nil {
+					c.JSON(400, gin.H{
+						"error": "proxy_url_invalid",
+					})
+					return
+				}
+			}
+		}
+	}
+	if httpClient == nil {
+		httpClient = service.GetHttpClient()
+	}
+	resp, err := httpClient.Get(midjourneyTask.ImageUrl)
 	if err != nil {
 		c.JSON(http.StatusInternalServerError, gin.H{
 			"error": "http_get_image_failed",
--- a/relay/relay-responses.go
+++ b/relay/relay-responses.go
@@ -0,0 +1,171 @@
+package relay
+
+import (
+	"bytes"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"net/http"
+	"one-api/common"
+	"one-api/dto"
+	relaycommon "one-api/relay/common"
+	"one-api/relay/helper"
+	"one-api/service"
+	"one-api/setting"
+	"one-api/setting/model_setting"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+func getAndValidateResponsesRequest(c *gin.Context) (*dto.OpenAIResponsesRequest, error) {
+	request := &dto.OpenAIResponsesRequest{}
+	err := common.UnmarshalBodyReusable(c, request)
+	if err != nil {
+		return nil, err
+	}
+	if request.Model == "" {
+		return nil, errors.New("model is required")
+	}
+	if len(request.Input) == 0 {
+		return nil, errors.New("input is required")
+	}
+	return request, nil
+
+}
+
+func checkInputSensitive(textRequest *dto.OpenAIResponsesRequest, info *relaycommon.RelayInfo) ([]string, error) {
+	sensitiveWords, err := service.CheckSensitiveInput(textRequest.Input)
+	return sensitiveWords, err
+}
+
+func getInputTokens(req *dto.OpenAIResponsesRequest, info *relaycommon.RelayInfo) (int, error) {
+	inputTokens, err := service.CountTokenInput(req.Input, req.Model)
+	info.PromptTokens = inputTokens
+	return inputTokens, err
+}
+
+func ResponsesHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
+	req, err := getAndValidateResponsesRequest(c)
+	if err != nil {
+		common.LogError(c, fmt.Sprintf("getAndValidateResponsesRequest error: %s", err.Error()))
+		return service.OpenAIErrorWrapperLocal(err, "invalid_responses_request", http.StatusBadRequest)
+	}
+
+	relayInfo := relaycommon.GenRelayInfoResponses(c, req)
+
+	if setting.ShouldCheckPromptSensitive() {
+		sensitiveWords, err := checkInputSensitive(req, relayInfo)
+		if err != nil {
+			common.LogWarn(c, fmt.Sprintf("user sensitive words detected: %s", strings.Join(sensitiveWords, ", ")))
+			return service.OpenAIErrorWrapperLocal(err, "check_request_sensitive_error", http.StatusBadRequest)
+		}
+	}
+
+	err = helper.ModelMappedHelper(c, relayInfo)
+	if err != nil {
+		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusBadRequest)
+	}
+	req.Model = relayInfo.UpstreamModelName
+	if value, exists := c.Get("prompt_tokens"); exists {
+		promptTokens := value.(int)
+		relayInfo.SetPromptTokens(promptTokens)
+	} else {
+		promptTokens, err := getInputTokens(req, relayInfo)
+		if err != nil {
+			return service.OpenAIErrorWrapperLocal(err, "count_input_tokens_error", http.StatusBadRequest)
+		}
+		c.Set("prompt_tokens", promptTokens)
+	}
+
+	priceData, err := helper.ModelPriceHelper(c, relayInfo, relayInfo.PromptTokens, int(req.MaxOutputTokens))
+	if err != nil {
+		return service.OpenAIErrorWrapperLocal(err, "model_price_error", http.StatusInternalServerError)
+	}
+	// pre consume quota
+	preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, priceData.ShouldPreConsumedQuota, relayInfo)
+	if openaiErr != nil {
+		return openaiErr
+	}
+	defer func() {
+		if openaiErr != nil {
+			returnPreConsumedQuota(c, relayInfo, userQuota, preConsumedQuota)
+		}
+	}()
+	adaptor := GetAdaptor(relayInfo.ApiType)
+	if adaptor == nil {
+		return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)
+	}
+	adaptor.Init(relayInfo)
+	var requestBody io.Reader
+	if model_setting.GetGlobalSettings().PassThroughRequestEnabled {
+		body, err := common.GetRequestBody(c)
+		if err != nil {
+			return service.OpenAIErrorWrapperLocal(err, "get_request_body_error", http.StatusInternalServerError)
+		}
+		requestBody = bytes.NewBuffer(body)
+	} else {
+		convertedRequest, err := adaptor.ConvertOpenAIResponsesRequest(c, relayInfo, *req)
+		if err != nil {
+			return service.OpenAIErrorWrapperLocal(err, "convert_request_error", http.StatusBadRequest)
+		}
+		jsonData, err := json.Marshal(convertedRequest)
+		if err != nil {
+			return service.OpenAIErrorWrapperLocal(err, "marshal_request_error", http.StatusInternalServerError)
+		}
+		// apply param override
+		if len(relayInfo.ParamOverride) > 0 {
+			reqMap := make(map[string]interface{})
+			err = json.Unmarshal(jsonData, &reqMap)
+			if err != nil {
+				return service.OpenAIErrorWrapperLocal(err, "param_override_unmarshal_failed", http.StatusInternalServerError)
+			}
+			for key, value := range relayInfo.ParamOverride {
+				reqMap[key] = value
+			}
+			jsonData, err = json.Marshal(reqMap)
+			if err != nil {
+				return service.OpenAIErrorWrapperLocal(err, "param_override_marshal_failed", http.StatusInternalServerError)
+			}
+		}
+
+		if common.DebugEnabled {
+			println("requestBody: ", string(jsonData))
+		}
+		requestBody = bytes.NewBuffer(jsonData)
+	}
+
+	var httpResp *http.Response
+	resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
+	if err != nil {
+		return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
+	}
+
+	statusCodeMappingStr := c.GetString("status_code_mapping")
+
+	if resp != nil {
+		httpResp = resp.(*http.Response)
+
+		if httpResp.StatusCode != http.StatusOK {
+			openaiErr = service.RelayErrorHandler(httpResp, false)
+			// reset status code 重置状态码
+			service.ResetStatusCode(openaiErr, statusCodeMappingStr)
+			return openaiErr
+		}
+	}
+
+	usage, openaiErr := adaptor.DoResponse(c, httpResp, relayInfo)
+	if openaiErr != nil {
+		// reset status code 重置状态码
+		service.ResetStatusCode(openaiErr, statusCodeMappingStr)
+		return openaiErr
+	}
+
+	if strings.HasPrefix(relayInfo.OriginModelName, "gpt-4o-audio") {
+		service.PostAudioConsumeQuota(c, relayInfo, usage.(*dto.Usage), preConsumedQuota, userQuota, priceData, "")
+	} else {
+		postConsumeQuota(c, relayInfo, usage.(*dto.Usage), preConsumedQuota, userQuota, priceData, "")
+	}
+	return nil
+}
--- a/relay/relay-text.go
+++ b/relay/relay-text.go
@@ -18,6 +18,7 @@ import (
 	"one-api/service"
 	"one-api/setting"
 	"one-api/setting/model_setting"
+	"one-api/setting/operation_setting"
 	"strings"
 	"time"

@@ -46,6 +47,20 @@ func getAndValidateTextRequest(c *gin.Context, relayInfo *relaycommon.RelayInfo)
 	if textRequest.Model == "" {
 		return nil, errors.New("model is required")
 	}
+	if textRequest.WebSearchOptions != nil {
+		if textRequest.WebSearchOptions.SearchContextSize != "" {
+			validSizes := map[string]bool{
+				"high":   true,
+				"medium": true,
+				"low":    true,
+			}
+			if !validSizes[textRequest.WebSearchOptions.SearchContextSize] {
+				return nil, errors.New("invalid search_context_size, must be one of: high, medium, low")
+			}
+		} else {
+			textRequest.WebSearchOptions.SearchContextSize = "medium"
+		}
+	}
 	switch relayInfo.RelayMode {
 	case relayconstant.RelayModeCompletions:
 		if textRequest.Prompt == "" {
@@ -75,6 +90,10 @@ func TextHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {

 	// get & validate textRequest 获取并验证文本请求
 	textRequest, err := getAndValidateTextRequest(c, relayInfo)
+	if textRequest.WebSearchOptions != nil {
+		c.Set("chat_completion_web_search_context_size", textRequest.WebSearchOptions.SearchContextSize)
+	}
+
 	if err != nil {
 		common.LogError(c, fmt.Sprintf("getAndValidateTextRequest failed: %s", err.Error()))
 		return service.OpenAIErrorWrapperLocal(err, "invalid_text_request", http.StatusBadRequest)
@@ -193,6 +212,7 @@ func TextHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {

 	var httpResp *http.Response
 	resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
+
 	if err != nil {
 		return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
 	}
@@ -358,6 +378,45 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,

 	ratio := dModelRatio.Mul(dGroupRatio)

+	// openai web search 工具计费
+	var dWebSearchQuota decimal.Decimal
+	var webSearchPrice float64
+	if relayInfo.ResponsesUsageInfo != nil {
+		if webSearchTool, exists := relayInfo.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolWebSearchPreview]; exists && webSearchTool.CallCount > 0 {
+			// 计算 web search 调用的配额 (配额 = 价格 * 调用次数 / 1000 * 分组倍率)
+			webSearchPrice = operation_setting.GetWebSearchPricePerThousand(modelName, webSearchTool.SearchContextSize)
+			dWebSearchQuota = decimal.NewFromFloat(webSearchPrice).
+				Mul(decimal.NewFromInt(int64(webSearchTool.CallCount))).
+				Div(decimal.NewFromInt(1000)).Mul(dGroupRatio).Mul(dQuotaPerUnit)
+			extraContent += fmt.Sprintf("Web Search 调用 %d 次，上下文大小 %s，调用花费 %s",
+				webSearchTool.CallCount, webSearchTool.SearchContextSize, dWebSearchQuota.String())
+		}
+	} else if strings.HasSuffix(modelName, "search-preview") {
+		// search-preview 模型不支持 response api
+		searchContextSize := ctx.GetString("chat_completion_web_search_context_size")
+		if searchContextSize == "" {
+			searchContextSize = "medium"
+		}
+		webSearchPrice = operation_setting.GetWebSearchPricePerThousand(modelName, searchContextSize)
+		dWebSearchQuota = decimal.NewFromFloat(webSearchPrice).
+			Div(decimal.NewFromInt(1000)).Mul(dGroupRatio).Mul(dQuotaPerUnit)
+		extraContent += fmt.Sprintf("Web Search 调用 1 次，上下文大小 %s，调用花费 %s",
+			searchContextSize, dWebSearchQuota.String())
+	}
+	// file search tool 计费
+	var dFileSearchQuota decimal.Decimal
+	var fileSearchPrice float64
+	if relayInfo.ResponsesUsageInfo != nil {
+		if fileSearchTool, exists := relayInfo.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolFileSearch]; exists && fileSearchTool.CallCount > 0 {
+			fileSearchPrice = operation_setting.GetFileSearchPricePerThousand()
+			dFileSearchQuota = decimal.NewFromFloat(fileSearchPrice).
+				Mul(decimal.NewFromInt(int64(fileSearchTool.CallCount))).
+				Div(decimal.NewFromInt(1000)).Mul(dGroupRatio).Mul(dQuotaPerUnit)
+			extraContent += fmt.Sprintf("File Search 调用 %d 次，调用花费 $%s",
+				fileSearchTool.CallCount, dFileSearchQuota.String())
+		}
+	}
+
 	var quotaCalculateDecimal decimal.Decimal
 	if !priceData.UsePrice {
 		nonCachedTokens := dPromptTokens.Sub(dCacheTokens)
@@ -380,6 +439,9 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	} else {
 		quotaCalculateDecimal = dModelPrice.Mul(dQuotaPerUnit).Mul(dGroupRatio)
 	}
+	// 添加 responses tools call 调用的配额
+	quotaCalculateDecimal = quotaCalculateDecimal.Add(dWebSearchQuota)
+	quotaCalculateDecimal = quotaCalculateDecimal.Add(dFileSearchQuota)

 	quota := int(quotaCalculateDecimal.Round(0).IntPart())
 	totalTokens := promptTokens + completionTokens
@@ -430,6 +492,26 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 		other["image_ratio"] = imageRatio
 		other["image_output"] = imageTokens
 	}
+	if !dWebSearchQuota.IsZero() {
+		if relayInfo.ResponsesUsageInfo != nil {
+			if webSearchTool, exists := relayInfo.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolWebSearchPreview]; exists {
+				other["web_search"] = true
+				other["web_search_call_count"] = webSearchTool.CallCount
+				other["web_search_price"] = webSearchPrice
+			}
+		} else if strings.HasSuffix(modelName, "search-preview") {
+			other["web_search"] = true
+			other["web_search_call_count"] = 1
+			other["web_search_price"] = webSearchPrice
+		}
+	}
+	if !dFileSearchQuota.IsZero() && relayInfo.ResponsesUsageInfo != nil {
+		if fileSearchTool, exists := relayInfo.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolFileSearch]; exists {
+			other["file_search"] = true
+			other["file_search_call_count"] = fileSearchTool.CallCount
+			other["file_search_price"] = fileSearchPrice
+		}
+	}
 	model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, logModel,
 		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.Group, other)
 }
--- a/relay/relay_adaptor.go
+++ b/relay/relay_adaptor.go
@@ -10,6 +10,7 @@ import (
 	"one-api/relay/channel/claude"
 	"one-api/relay/channel/cloudflare"
 	"one-api/relay/channel/cohere"
+	"one-api/relay/channel/coze"
 	"one-api/relay/channel/deepseek"
 	"one-api/relay/channel/dify"
 	"one-api/relay/channel/gemini"
@@ -88,6 +89,8 @@ func GetAdaptor(apiType int) channel.Adaptor {
 		return &openai.Adaptor{}
 	case constant.APITypeXai:
 		return &xai.Adaptor{}
+	case constant.APITypeCoze:
+		return &coze.Adaptor{}
 	}
 	return nil
 }
--- a/router/relay-router.go
+++ b/router/relay-router.go
@@ -1,10 +1,11 @@
 package router

 import (
-	"github.com/gin-gonic/gin"
 	"one-api/controller"
 	"one-api/middleware"
 	"one-api/relay"
+
+	"github.com/gin-gonic/gin"
 )

 func SetRelayRouter(router *gin.Engine) {
@@ -47,6 +48,7 @@ func SetRelayRouter(router *gin.Engine) {
 		httpRouter.POST("/audio/transcriptions", controller.Relay)
 		httpRouter.POST("/audio/translations", controller.Relay)
 		httpRouter.POST("/audio/speech", controller.Relay)
+		httpRouter.POST("/responses", controller.Relay)
 		httpRouter.GET("/files", controller.RelayNotImplemented)
 		httpRouter.POST("/files", controller.RelayNotImplemented)
 		httpRouter.DELETE("/files/:id", controller.RelayNotImplemented)
@@ -77,6 +79,14 @@ func SetRelayRouter(router *gin.Engine) {
 		relaySunoRouter.GET("/fetch/:id", controller.RelayTask)
 	}

+	relayGeminiRouter := router.Group("/v1beta")
+	relayGeminiRouter.Use(middleware.TokenAuth())
+	relayGeminiRouter.Use(middleware.ModelRequestRateLimit())
+	relayGeminiRouter.Use(middleware.Distribute())
+	{
+		// Gemini API 路径格式: /v1beta/models/{model_name}:{action}
+		relayGeminiRouter.POST("/models/*path", controller.Relay)
+	}
 }

 func registerMjRouterGroup(relayMjRouter *gin.RouterGroup) {
--- a/service/cf_worker.go
+++ b/service/cf_worker.go
@@ -24,7 +24,7 @@ func DoWorkerRequest(req *WorkerRequest) (*http.Response, error) {
 	if !setting.EnableWorker() {
 		return nil, fmt.Errorf("worker not enabled")
 	}
-	if !strings.HasPrefix(req.URL, "https") {
+	if !setting.WorkerAllowHttpImageRequestEnabled && !strings.HasPrefix(req.URL, "https") {
 		return nil, fmt.Errorf("only support https url")
 	}

--- a/service/convert.go
+++ b/service/convert.go
@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"one-api/common"
 	"one-api/dto"
+	"one-api/relay/channel/openrouter"
 	relaycommon "one-api/relay/common"
 	"strings"
 )
@@ -18,10 +19,24 @@ func ClaudeToOpenAIRequest(claudeRequest dto.ClaudeRequest, info *relaycommon.Re
 		Stream:      claudeRequest.Stream,
 	}

+	isOpenRouter := info.ChannelType == common.ChannelTypeOpenRouter
+
 	if claudeRequest.Thinking != nil {
-		if strings.HasSuffix(info.OriginModelName, "-thinking") &&
-			!strings.HasSuffix(claudeRequest.Model, "-thinking") {
-			openAIRequest.Model = openAIRequest.Model + "-thinking"
+		if isOpenRouter {
+			reasoning := openrouter.RequestReasoning{
+				MaxTokens: claudeRequest.Thinking.BudgetTokens,
+			}
+			reasoningJSON, err := json.Marshal(reasoning)
+			if err != nil {
+				return nil, fmt.Errorf("failed to marshal reasoning: %w", err)
+			}
+			openAIRequest.Reasoning = reasoningJSON
+		} else {
+			thinkingSuffix := "-thinking"
+			if strings.HasSuffix(info.OriginModelName, thinkingSuffix) &&
+				!strings.HasSuffix(openAIRequest.Model, thinkingSuffix) {
+				openAIRequest.Model = openAIRequest.Model + thinkingSuffix
+			}
 		}
 	}

@@ -62,16 +77,30 @@ func ClaudeToOpenAIRequest(claudeRequest dto.ClaudeRequest, info *relaycommon.Re
 		} else {
 			systems := claudeRequest.ParseSystem()
 			if len(systems) > 0 {
-				systemStr := ""
 				openAIMessage := dto.Message{
 					Role: "system",
 				}
+				isOpenRouterClaude := isOpenRouter && strings.HasPrefix(info.UpstreamModelName, "anthropic/claude")
+				if isOpenRouterClaude {
+					systemMediaMessages := make([]dto.MediaContent, 0, len(systems))
+					for _, system := range systems {
+						message := dto.MediaContent{
+							Type:         "text",
+							Text:         system.GetText(),
+							CacheControl: system.CacheControl,
+						}
+						systemMediaMessages = append(systemMediaMessages, message)
+					}
+					openAIMessage.SetMediaContent(systemMediaMessages)
+				} else {
+					systemStr := ""
 					for _, system := range systems {
 						if system.Text != nil {
 							systemStr += *system.Text
 						}
 					}
 					openAIMessage.SetStringContent(systemStr)
+				}
 				openAIMessages = append(openAIMessages, openAIMessage)
 			}
 		}
@@ -99,6 +128,7 @@ func ClaudeToOpenAIRequest(claudeRequest dto.ClaudeRequest, info *relaycommon.Re
 					message := dto.MediaContent{
 						Type:         "text",
 						Text:         mediaMsg.GetText(),
+						CacheControl: mediaMsg.CacheControl,
 					}
 					mediaMessages = append(mediaMessages, message)
 				case "image":
--- a/service/http_client.go
+++ b/service/http_client.go
@@ -3,12 +3,13 @@ package service
 import (
 	"context"
 	"fmt"
-	"golang.org/x/net/proxy"
 	"net"
 	"net/http"
 	"net/url"
 	"one-api/common"
 	"time"
+
+	"golang.org/x/net/proxy"
 )

 var httpClient *http.Client
@@ -55,7 +56,7 @@ func NewProxyHttpClient(proxyURL string) (*http.Client, error) {
 			},
 		}, nil

-	case "socks5":
+	case "socks5", "socks5h":
 		// 获取认证信息
 		var auth *proxy.Auth
 		if parsedURL.User != nil {
@@ -69,6 +70,7 @@ func NewProxyHttpClient(proxyURL string) (*http.Client, error) {
 		}

 		// 创建 SOCKS5 代理拨号器
+		// proxy.SOCKS5 使用 tcp 参数，所有 TCP 连接包括 DNS 查询都将通过代理进行。行为与 socks5h 相同
 		dialer, err := proxy.SOCKS5("tcp", parsedURL.Host, auth, proxy.Direct)
 		if err != nil {
 			return nil, err
--- a/service/token_counter.go
+++ b/service/token_counter.go
@@ -120,11 +120,12 @@ func getImageToken(info *relaycommon.RelayInfo, imageUrl *dto.MessageImageUrl, m
 	var config image.Config
 	var err error
 	var format string
+	var b64str string
 	if strings.HasPrefix(imageUrl.Url, "http") {
 		config, format, err = DecodeUrlImageData(imageUrl.Url)
 	} else {
 		common.SysLog(fmt.Sprintf("decoding image"))
-		config, format, _, err = DecodeBase64ImageData(imageUrl.Url)
+		config, format, b64str, err = DecodeBase64ImageData(imageUrl.Url)
 	}
 	if err != nil {
 		return 0, err
@@ -132,7 +133,12 @@ func getImageToken(info *relaycommon.RelayInfo, imageUrl *dto.MessageImageUrl, m
 	imageUrl.MimeType = format

 	if config.Width == 0 || config.Height == 0 {
-		return 0, errors.New(fmt.Sprintf("fail to decode image config: %s", imageUrl.Url))
+		// not an image
+		if format != "" && b64str != "" {
+			// file type
+			return 3 * baseTokens, nil
+		}
+		return 0, errors.New(fmt.Sprintf("fail to decode base64 config: %s", imageUrl.Url))
 	}

 	shortSide := config.Width
@@ -400,6 +406,8 @@ func CountTokenMessages(info *relaycommon.RelayInfo, messages []dto.Message, mod
 					tokenNum += 100
 				} else if m.Type == dto.ContentTypeFile {
 					tokenNum += 5000
+				} else if m.Type == dto.ContentTypeVideoUrl {
+					tokenNum += 5000
 				} else {
 					tokenNum += getTokenNum(tokenEncoder, m.Text)
 				}
--- a/setting/operation_setting/cache_ratio.go
+++ b/setting/operation_setting/cache_ratio.go
@@ -36,6 +36,10 @@ var defaultCacheRatio = map[string]float64{
 	"claude-3-5-sonnet-20241022":          0.1,
 	"claude-3-7-sonnet-20250219":          0.1,
 	"claude-3-7-sonnet-20250219-thinking": 0.1,
+	"claude-sonnet-4-20250514":            0.1,
+	"claude-sonnet-4-20250514-thinking":   0.1,
+	"claude-opus-4-20250514":              0.1,
+	"claude-opus-4-20250514-thinking":     0.1,
 }

 var defaultCreateCacheRatio = map[string]float64{
@@ -47,6 +51,10 @@ var defaultCreateCacheRatio = map[string]float64{
 	"claude-3-5-sonnet-20241022":          1.25,
 	"claude-3-7-sonnet-20250219":          1.25,
 	"claude-3-7-sonnet-20250219-thinking": 1.25,
+	"claude-sonnet-4-20250514":            1.25,
+	"claude-sonnet-4-20250514-thinking":   1.25,
+	"claude-opus-4-20250514":              1.25,
+	"claude-opus-4-20250514-thinking":     1.25,
 }

 //var defaultCreateCacheRatio = map[string]float64{}
--- a/setting/operation_setting/model-ratio.go
+++ b/setting/operation_setting/model-ratio.go
@@ -114,7 +114,9 @@ var defaultModelRatio = map[string]float64{
 	"claude-3-5-sonnet-20241022":                1.5,
 	"claude-3-7-sonnet-20250219":                1.5,
 	"claude-3-7-sonnet-20250219-thinking":       1.5,
+	"claude-sonnet-4-20250514":                  1.5,
 	"claude-3-opus-20240229":                    7.5, // $15 / 1M tokens
+	"claude-opus-4-20250514":                    7.5,
 	"ERNIE-4.0-8K":                              0.120 * RMB,
 	"ERNIE-3.5-8K":                              0.012 * RMB,
 	"ERNIE-3.5-8K-0205":                         0.024 * RMB,
@@ -440,13 +442,15 @@ func getHardcodedCompletionModelRatio(name string) (float64, bool) {
 	if name == "chatgpt-4o-latest" {
 		return 3, true
 	}
-	if strings.Contains(name, "claude-instant-1") {
-		return 3, true
-	} else if strings.Contains(name, "claude-2") {
-		return 3, true
-	} else if strings.Contains(name, "claude-3") {
+
+	if strings.Contains(name, "claude-3") {
 		return 5, true
+	} else if strings.Contains(name, "claude-sonnet-4") || strings.Contains(name, "claude-opus-4") {
+		return 5, true
+	} else if strings.Contains(name, "claude-instant-1") || strings.Contains(name, "claude-2") {
+		return 3, true
 	}
+
 	if strings.HasPrefix(name, "gpt-3.5") {
 		if name == "gpt-3.5-turbo" || strings.HasSuffix(name, "0125") {
 			// https://openai.com/blog/new-embedding-models-and-api-updates
--- a/setting/operation_setting/tools.go
+++ b/setting/operation_setting/tools.go
@@ -0,0 +1,57 @@
+package operation_setting
+
+import "strings"
+
+const (
+	// Web search
+	WebSearchHighTierModelPriceLow    = 30.00
+	WebSearchHighTierModelPriceMedium = 35.00
+	WebSearchHighTierModelPriceHigh   = 50.00
+	WebSearchPriceLow                 = 25.00
+	WebSearchPriceMedium              = 27.50
+	WebSearchPriceHigh                = 30.00
+	// File search
+	FileSearchPrice = 2.5
+)
+
+func GetWebSearchPricePerThousand(modelName string, contextSize string) float64 {
+	// 确定模型类型
+	// https://platform.openai.com/docs/pricing Web search 价格按模型类型和 search context size 收费
+	// gpt-4.1, gpt-4o, or gpt-4o-search-preview 更贵，gpt-4.1-mini, gpt-4o-mini, gpt-4o-mini-search-preview 更便宜
+	isHighTierModel := (strings.HasPrefix(modelName, "gpt-4.1") || strings.HasPrefix(modelName, "gpt-4o")) &&
+		!strings.Contains(modelName, "mini")
+	// 确定 search context size 对应的价格
+	var priceWebSearchPerThousandCalls float64
+	switch contextSize {
+	case "low":
+		if isHighTierModel {
+			priceWebSearchPerThousandCalls = WebSearchHighTierModelPriceLow
+		} else {
+			priceWebSearchPerThousandCalls = WebSearchPriceLow
+		}
+	case "medium":
+		if isHighTierModel {
+			priceWebSearchPerThousandCalls = WebSearchHighTierModelPriceMedium
+		} else {
+			priceWebSearchPerThousandCalls = WebSearchPriceMedium
+		}
+	case "high":
+		if isHighTierModel {
+			priceWebSearchPerThousandCalls = WebSearchHighTierModelPriceHigh
+		} else {
+			priceWebSearchPerThousandCalls = WebSearchPriceHigh
+		}
+	default:
+		// search context size 默认为 medium
+		if isHighTierModel {
+			priceWebSearchPerThousandCalls = WebSearchHighTierModelPriceMedium
+		} else {
+			priceWebSearchPerThousandCalls = WebSearchPriceMedium
+		}
+	}
+	return priceWebSearchPerThousandCalls
+}
+
+func GetFileSearchPricePerThousand() float64 {
+	return FileSearchPrice
+}
--- a/setting/rate_limit.go
+++ b/setting/rate_limit.go
@@ -1,6 +1,64 @@
 package setting

+import (
+	"encoding/json"
+	"fmt"
+	"one-api/common"
+	"sync"
+)
+
 var ModelRequestRateLimitEnabled = false
 var ModelRequestRateLimitDurationMinutes = 1
 var ModelRequestRateLimitCount = 0
 var ModelRequestRateLimitSuccessCount = 1000
+var ModelRequestRateLimitGroup = map[string][2]int{}
+var ModelRequestRateLimitMutex sync.RWMutex
+
+func ModelRequestRateLimitGroup2JSONString() string {
+	ModelRequestRateLimitMutex.RLock()
+	defer ModelRequestRateLimitMutex.RUnlock()
+
+	jsonBytes, err := json.Marshal(ModelRequestRateLimitGroup)
+	if err != nil {
+		common.SysError("error marshalling model ratio: " + err.Error())
+	}
+	return string(jsonBytes)
+}
+
+func UpdateModelRequestRateLimitGroupByJSONString(jsonStr string) error {
+	ModelRequestRateLimitMutex.RLock()
+	defer ModelRequestRateLimitMutex.RUnlock()
+
+	ModelRequestRateLimitGroup = make(map[string][2]int)
+	return json.Unmarshal([]byte(jsonStr), &ModelRequestRateLimitGroup)
+}
+
+func GetGroupRateLimit(group string) (totalCount, successCount int, found bool) {
+	ModelRequestRateLimitMutex.RLock()
+	defer ModelRequestRateLimitMutex.RUnlock()
+
+	if ModelRequestRateLimitGroup == nil {
+		return 0, 0, false
+	}
+
+	limits, found := ModelRequestRateLimitGroup[group]
+	if !found {
+		return 0, 0, false
+	}
+	return limits[0], limits[1], true
+}
+
+func CheckModelRequestRateLimitGroup(jsonStr string) error {
+	checkModelRequestRateLimitGroup := make(map[string][2]int)
+	err := json.Unmarshal([]byte(jsonStr), &checkModelRequestRateLimitGroup)
+	if err != nil {
+		return err
+	}
+	for group, limits := range checkModelRequestRateLimitGroup {
+		if limits[0] < 0 || limits[1] < 1 {
+			return fmt.Errorf("group %s has negative rate limit values: [%d, %d]", group, limits[0], limits[1])
+		}
+	}
+
+	return nil
+}
--- a/setting/system_setting.go
+++ b/setting/system_setting.go
@@ -3,6 +3,7 @@ package setting
 var ServerAddress = "http://localhost:3000"
 var WorkerUrl = ""
 var WorkerValidKey = ""
+var WorkerAllowHttpImageRequestEnabled = false

 func EnableWorker() bool {
 	return WorkerUrl != ""
--- a/web/src/components/ChannelsTable.js
+++ b/web/src/components/ChannelsTable.js
@@ -871,7 +871,16 @@ const ChannelsTable = () => {
  };

  const refresh = async () => {
+    if (searchKeyword === '' && searchGroup === '' && searchModel === '') {
      await loadChannels(activePage - 1, pageSize, idSort, enableTagMode);
+    } else {
+      await searchChannels(
+        searchKeyword,
+        searchGroup,
+        searchModel,
+        enableTagMode,
+      );
+    }
  };

  useEffect(() => {
@@ -879,9 +888,13 @@ const ChannelsTable = () => {
    const localIdSort = localStorage.getItem('id-sort') === 'true';
    const localPageSize =
      parseInt(localStorage.getItem('page-size')) || ITEMS_PER_PAGE;
+    const localEnableTagMode = localStorage.getItem('enable-tag-mode') === 'true';
+    const localEnableBatchDelete = localStorage.getItem('enable-batch-delete') === 'true';
    setIdSort(localIdSort);
    setPageSize(localPageSize);
-    loadChannels(0, localPageSize, localIdSort, enableTagMode)
+    setEnableTagMode(localEnableTagMode);
+    setEnableBatchDelete(localEnableBatchDelete);
+    loadChannels(0, localPageSize, localIdSort, localEnableTagMode)
      .then()
      .catch((reason) => {
        showError(reason);
@@ -979,8 +992,8 @@ const ChannelsTable = () => {
    enableTagMode,
  ) => {
    if (searchKeyword === '' && searchGroup === '' && searchModel === '') {
-      await loadChannels(0, pageSize, idSort, enableTagMode);
-      setActivePage(1);
+      await loadChannels(activePage - 1, pageSize, idSort, enableTagMode);
+      // setActivePage(1);
      return;
    }
    setSearching(true);
@@ -1477,10 +1490,12 @@ const ChannelsTable = () => {
            {t('开启批量操作')}
          </Typography.Text>
          <Switch
+            checked={enableBatchDelete}
            label={t('开启批量操作')}
            uncheckedText={t('关')}
            aria-label={t('是否开启批量操作')}
            onChange={(v) => {
+              localStorage.setItem('enable-batch-delete', v + '');
              setEnableBatchDelete(v);
            }}
          />
@@ -1544,6 +1559,7 @@ const ChannelsTable = () => {
            uncheckedText={t('关')}
            aria-label={t('是否启用标签聚合')}
            onChange={(v) => {
+              localStorage.setItem('enable-tag-mode', v + '');
              setEnableTagMode(v);
              loadChannels(0, pageSize, idSort, v);
            }}
--- a/web/src/components/LogsTable.js
+++ b/web/src/components/LogsTable.js
@@ -618,7 +618,6 @@ const LogsTable = () => {
            </Paragraph>
          );
        }
-
        let content = other?.claude
          ? renderClaudeModelPriceSimple(
              other.model_ratio,
@@ -935,6 +934,13 @@ const LogsTable = () => {
                other.model_price,
                other.group_ratio,
                other?.user_group_ratio,
+                false,
+                1.0,
+                undefined,
+                other.web_search || false,
+                other.web_search_call_count || 0,
+                other.file_search || false,
+                other.file_search_call_count || 0,
              ),
        });
      }
@@ -995,6 +1001,12 @@ const LogsTable = () => {
            other?.image || false,
            other?.image_ratio || 0,
            other?.image_output || 0,
+            other?.web_search || false,
+            other?.web_search_call_count || 0,
+            other?.web_search_price || 0,
+            other?.file_search || false,
+            other?.file_search_call_count || 0,
+            other?.file_search_price || 0,
          );
        }
        expandDataLocal.push({
--- a/web/src/components/ModelSetting.js
+++ b/web/src/components/ModelSetting.js
@@ -39,8 +39,10 @@ const ModelSetting = () => {
          item.key === 'claude.default_max_tokens' ||
          item.key === 'gemini.supported_imagine_models'
        ) {
+          if (item.value !== '') {
            item.value = JSON.stringify(JSON.parse(item.value), null, 2);
          }
+        }
        if (item.key.endsWith('Enabled') || item.key.endsWith('enabled')) {
          newInputs[item.key] = item.value === 'true' ? true : false;
        } else {
@@ -60,6 +62,7 @@ const ModelSetting = () => {
      // showSuccess('刷新成功');
    } catch (error) {
      showError('刷新失败');
+      console.error(error);
    } finally {
      setLoading(false);
    }
--- a/web/src/components/PersonalSetting.js
+++ b/web/src/components/PersonalSetting.js
@@ -57,6 +57,7 @@ const PersonalSetting = () => {
    email_verification_code: '',
    email: '',
    self_account_deletion_confirmation: '',
+    original_password: '',
    set_new_password: '',
    set_new_password_confirmation: '',
  });
@@ -239,11 +240,24 @@ const PersonalSetting = () => {
  };

  const changePassword = async () => {
+    if (inputs.original_password === '') {
+      showError(t('请输入原密码！'));
+      return;
+    }
+    if (inputs.set_new_password === '') {
+      showError(t('请输入新密码！'));
+      return;
+    }
+    if (inputs.original_password === inputs.set_new_password) {
+      showError(t('新密码需要和原密码不一致！'));
+      return;
+    }
    if (inputs.set_new_password !== inputs.set_new_password_confirmation) {
      showError(t('两次输入的密码不一致！'));
      return;
    }
    const res = await API.put(`/api/user/self`, {
+      original_password: inputs.original_password,
      password: inputs.set_new_password,
    });
    const { success, message } = res.data;
@@ -816,8 +830,8 @@ const PersonalSetting = () => {
              </div>
            </Card>
            <Card style={{ marginTop: 10 }}>
-              <Tabs type="line" defaultActiveKey="notification">
-                <TabPane tab={t('通知设置')} itemKey="notification">
+              <Tabs type='line' defaultActiveKey='notification'>
+                <TabPane tab={t('通知设置')} itemKey='notification'>
                  <div style={{ marginTop: 20 }}>
                    <Typography.Text strong>{t('通知方式')}</Typography.Text>
                    <div style={{ marginTop: 10 }}>
@@ -993,23 +1007,36 @@ const PersonalSetting = () => {
                    </Typography.Text>
                  </div>
                </TabPane>
-                <TabPane tab={t('价格设置')} itemKey="price">
+                <TabPane tab={t('价格设置')} itemKey='price'>
                  <div style={{ marginTop: 20 }}>
-                    <Typography.Text strong>{t('接受未设置价格模型')}</Typography.Text>
+                    <Typography.Text strong>
+                      {t('接受未设置价格模型')}
+                    </Typography.Text>
                    <div style={{ marginTop: 10 }}>
                      <Checkbox
-                        checked={notificationSettings.acceptUnsetModelRatioModel}
-                        onChange={e => handleNotificationSettingChange('acceptUnsetModelRatioModel', e.target.checked)}
+                        checked={
+                          notificationSettings.acceptUnsetModelRatioModel
+                        }
+                        onChange={(e) =>
+                          handleNotificationSettingChange(
+                            'acceptUnsetModelRatioModel',
+                            e.target.checked,
+                          )
+                        }
                      >
                        {t('接受未设置价格模型')}
                      </Checkbox>
-                      <Typography.Text type="secondary" style={{ marginTop: 8, display: 'block' }}>
-                        {t('当模型没有设置价格时仍接受调用，仅当您信任该网站时使用，可能会产生高额费用')}
+                      <Typography.Text
+                        type='secondary'
+                        style={{ marginTop: 8, display: 'block' }}
+                      >
+                        {t(
+                          '当模型没有设置价格时仍接受调用，仅当您信任该网站时使用，可能会产生高额费用',
+                        )}
                      </Typography.Text>
                    </div>
                  </div>
                </TabPane>
-
              </Tabs>
              <div style={{ marginTop: 20 }}>
                <Button type='primary' onClick={saveNotificationSettings}>
@@ -1118,6 +1145,16 @@ const PersonalSetting = () => {
            >
              <div style={{ marginTop: 20 }}>
                <Input
+                  name='original_password'
+                  placeholder={t('原密码')}
+                  type='password'
+                  value={inputs.original_password}
+                  onChange={(value) =>
+                    handleInputChange('original_password', value)
+                  }
+                />
+                <Input
+                  style={{ marginTop: 20 }}
                  name='set_new_password'
                  placeholder={t('新密码')}
                  value={inputs.set_new_password}
--- a/web/src/components/RateLimitSetting.js
+++ b/web/src/components/RateLimitSetting.js
@@ -13,6 +13,7 @@ const RateLimitSetting = () => {
    ModelRequestRateLimitCount: 0,
    ModelRequestRateLimitSuccessCount: 1000,
    ModelRequestRateLimitDurationMinutes: 1,
+    ModelRequestRateLimitGroup: '',
  });

  let [loading, setLoading] = useState(false);
@@ -23,6 +24,10 @@ const RateLimitSetting = () => {
    if (success) {
      let newInputs = {};
      data.forEach((item) => {
+      if (item.key === 'ModelRequestRateLimitGroup') {
+        item.value = JSON.stringify(JSON.parse(item.value), null, 2);
+      }
+
      if (item.key.endsWith('Enabled')) {
        newInputs[item.key] = item.value === 'true' ? true : false;
      } else {
--- a/web/src/components/SystemSetting.js
+++ b/web/src/components/SystemSetting.js
@@ -19,7 +19,7 @@ import {
  verifyJSON,
 } from '../helpers/utils';
 import { API } from '../helpers/api';
-import axios from "axios";
+import axios from 'axios';

 const SystemSetting = () => {
  let [inputs, setInputs] = useState({
@@ -45,6 +45,7 @@ const SystemSetting = () => {
    ServerAddress: '',
    WorkerUrl: '',
    WorkerValidKey: '',
+    WorkerAllowHttpImageRequestEnabled: '',
    EpayId: '',
    EpayKey: '',
    Price: 7.3,
@@ -111,6 +112,7 @@ const SystemSetting = () => {
          case 'SMTPSSLEnabled':
          case 'LinuxDOOAuthEnabled':
          case 'oidc.enabled':
+          case 'WorkerAllowHttpImageRequestEnabled':
            item.value = item.value === 'true';
            break;
          case 'Price':
@@ -206,7 +208,11 @@ const SystemSetting = () => {
    let WorkerUrl = removeTrailingSlash(inputs.WorkerUrl);
    const options = [
      { key: 'WorkerUrl', value: WorkerUrl },
-    ]
+      {
+        key: 'WorkerAllowHttpImageRequestEnabled',
+        value: inputs.WorkerAllowHttpImageRequestEnabled ? 'true' : 'false',
+      },
+    ];
    if (inputs.WorkerValidKey !== '' || WorkerUrl === '') {
      options.push({ key: 'WorkerValidKey', value: inputs.WorkerValidKey });
    }
@@ -302,7 +308,8 @@ const SystemSetting = () => {
      const domain = emailToAdd.trim();

      // 验证域名格式
-      const domainRegex = /^([a-zA-Z0-9]([a-zA-Z0-9\-]{0,61}[a-zA-Z0-9])?\.)+[a-zA-Z]{2,}$/;
+      const domainRegex =
+        /^([a-zA-Z0-9]([a-zA-Z0-9\-]{0,61}[a-zA-Z0-9])?\.)+[a-zA-Z]{2,}$/;
      if (!domainRegex.test(domain)) {
        showError('邮箱域名格式不正确，请输入有效的域名，如 gmail.com');
        return;
@@ -577,6 +584,12 @@ const SystemSetting = () => {
                      />
                    </Col>
                  </Row>
+                  <Form.Checkbox
+                    field='WorkerAllowHttpImageRequestEnabled'
+                    noLabel
+                  >
+                    允许 HTTP 协议图片请求（适用于自部署代理）
+                  </Form.Checkbox>
                  <Button onClick={submitWorker}>更新Worker设置</Button>
                </Form.Section>
              </Card>
@@ -799,7 +812,13 @@ const SystemSetting = () => {
                    onChange={(value) => setEmailToAdd(value)}
                    style={{ marginTop: 16 }}
                    suffix={
-                      <Button theme="solid" type="primary" onClick={handleAddEmail}>添加</Button>
+                      <Button
+                        theme='solid'
+                        type='primary'
+                        onClick={handleAddEmail}
+                      >
+                        添加
+                      </Button>
                    }
                    onEnterPress={handleAddEmail}
                  />
--- a/web/src/constants/channel.constants.js
+++ b/web/src/constants/channel.constants.js
@@ -118,6 +118,11 @@ export const CHANNEL_OPTIONS = [
  {
    value: 48,
    color: 'blue',
-    label: 'xAI'
-  }
+    label: 'xAI',
+  },
+  {
+    value: 49,
+    color: 'blue',
+    label: 'Coze',
+  },
 ];
--- a/web/src/helpers/render.js
+++ b/web/src/helpers/render.js
@@ -317,6 +317,12 @@ export function renderModelPrice(
  image = false,
  imageRatio = 1.0,
  imageOutputTokens = 0,
+  webSearch = false,
+  webSearchCallCount = 0,
+  webSearchPrice = 0,
+  fileSearch = false,
+  fileSearchCallCount = 0,
+  fileSearchPrice = 0,
 ) {
  if (modelPrice !== -1) {
    return i18next.t(
@@ -339,14 +345,17 @@ export function renderModelPrice(
    // Calculate effective input tokens (non-cached + cached with ratio applied)
    let effectiveInputTokens =
      inputTokens - cacheTokens + cacheTokens * cacheRatio;
-// Handle image tokens if present
+    // Handle image tokens if present
    if (image && imageOutputTokens > 0) {
-      effectiveInputTokens = inputTokens - imageOutputTokens + imageOutputTokens * imageRatio;
+      effectiveInputTokens =
+        inputTokens - imageOutputTokens + imageOutputTokens * imageRatio;
    }

    let price =
      (effectiveInputTokens / 1000000) * inputRatioPrice * groupRatio +
-      (completionTokens / 1000000) * completionRatioPrice * groupRatio;
+      (completionTokens / 1000000) * completionRatioPrice * groupRatio +
+      (webSearchCallCount / 1000) * webSearchPrice * groupRatio +
+      (fileSearchCallCount / 1000) * fileSearchPrice * groupRatio;

    return (
      <>
@@ -391,9 +400,23 @@ export function renderModelPrice(
              )}
            </p>
          )}
+          {webSearch && webSearchCallCount > 0 && (
+            <p>
+              {i18next.t('Web搜索价格：${{price}} / 1K 次', {
+                price: webSearchPrice,
+              })}
+            </p>
+          )}
+          {fileSearch && fileSearchCallCount > 0 && (
+            <p>
+              {i18next.t('文件搜索价格：${{price}} / 1K 次', {
+                price: fileSearchPrice,
+              })}
+            </p>
+          )}
          <p></p>
          <p>
-            {cacheTokens > 0 && !image
+            {cacheTokens > 0 && !image && !webSearch && !fileSearch
              ? i18next.t(
                  '输入 {{nonCacheInput}} tokens / 1M tokens * ${{price}} + 缓存 {{cacheInput}} tokens / 1M tokens * ${{cachePrice}} + 输出 {{completion}} tokens / 1M tokens * ${{compPrice}} * 分组 {{ratio}} = ${{total}}',
                  {
@@ -407,7 +430,7 @@ export function renderModelPrice(
                    total: price.toFixed(6),
                  },
                )
-              : image && imageOutputTokens > 0
+              : image && imageOutputTokens > 0 && !webSearch && !fileSearch
                ? i18next.t(
                    '输入 {{nonImageInput}} tokens + 图片输入 {{imageInput}} tokens * {{imageRatio}} / 1M tokens * ${{price}} + 输出 {{completion}} tokens / 1M tokens * ${{compPrice}} * 分组 {{ratio}} = ${{total}}',
                    {
@@ -421,6 +444,57 @@ export function renderModelPrice(
                      total: price.toFixed(6),
                    },
                  )
+                : webSearch && webSearchCallCount > 0 && !image && !fileSearch
+                  ? i18next.t(
+                      '输入 {{input}} tokens / 1M tokens * ${{price}} + 输出 {{completion}} tokens / 1M tokens * ${{compPrice}} * 分组 {{ratio}} + Web搜索 {{webSearchCallCount}}次 / 1K 次 * ${{webSearchPrice}} * {{ratio}} = ${{total}}',
+                      {
+                        input: inputTokens,
+                        price: inputRatioPrice,
+                        completion: completionTokens,
+                        compPrice: completionRatioPrice,
+                        ratio: groupRatio,
+                        webSearchCallCount,
+                        webSearchPrice,
+                        total: price.toFixed(6),
+                      },
+                    )
+                  : fileSearch &&
+                      fileSearchCallCount > 0 &&
+                      !image &&
+                      !webSearch
+                    ? i18next.t(
+                        '输入 {{input}} tokens / 1M tokens * ${{price}} + 输出 {{completion}} tokens / 1M tokens * ${{compPrice}} * 分组 {{ratio}} + 文件搜索 {{fileSearchCallCount}}次 / 1K 次 * ${{fileSearchPrice}} * {{ratio}}= ${{total}}',
+                        {
+                          input: inputTokens,
+                          price: inputRatioPrice,
+                          completion: completionTokens,
+                          compPrice: completionRatioPrice,
+                          ratio: groupRatio,
+                          fileSearchCallCount,
+                          fileSearchPrice,
+                          total: price.toFixed(6),
+                        },
+                      )
+                    : webSearch &&
+                        webSearchCallCount > 0 &&
+                        fileSearch &&
+                        fileSearchCallCount > 0 &&
+                        !image
+                      ? i18next.t(
+                          '输入 {{input}} tokens / 1M tokens * ${{price}} + 输出 {{completion}} tokens / 1M tokens * ${{compPrice}} * 分组 {{ratio}} + Web搜索 {{webSearchCallCount}}次 / 1K 次 * ${{webSearchPrice}} * {{ratio}}+ 文件搜索 {{fileSearchCallCount}}次 / 1K 次 * ${{fileSearchPrice}} * {{ratio}}= ${{total}}',
+                          {
+                            input: inputTokens,
+                            price: inputRatioPrice,
+                            completion: completionTokens,
+                            compPrice: completionRatioPrice,
+                            ratio: groupRatio,
+                            webSearchCallCount,
+                            webSearchPrice,
+                            fileSearchCallCount,
+                            fileSearchPrice,
+                            total: price.toFixed(6),
+                          },
+                        )
                      : i18next.t(
                          '输入 {{input}} tokens / 1M tokens * ${{price}} + 输出 {{completion}} tokens / 1M tokens * ${{compPrice}} * 分组 {{ratio}} = ${{total}}',
                          {
@@ -448,33 +522,56 @@ export function renderLogContent(
  user_group_ratio,
  image = false,
  imageRatio = 1.0,
-  useUserGroupRatio = undefined
+  useUserGroupRatio = undefined,
+  webSearch = false,
+  webSearchCallCount = 0,
+  fileSearch = false,
+  fileSearchCallCount = 0,
 ) {
-  const ratioLabel = useUserGroupRatio ? i18next.t('专属倍率') : i18next.t('分组倍率');
+  const ratioLabel = useUserGroupRatio
+    ? i18next.t('专属倍率')
+    : i18next.t('分组倍率');
  const ratio = useUserGroupRatio ? user_group_ratio : groupRatio;

  if (modelPrice !== -1) {
    return i18next.t('模型价格 ${{price}}，{{ratioType}} {{ratio}}', {
      price: modelPrice,
      ratioType: ratioLabel,
-      ratio
+      ratio,
    });
  } else {
    if (image) {
-      return i18next.t('模型倍率 {{modelRatio}}，输出倍率 {{completionRatio}}，图片输入倍率 {{imageRatio}}，{{ratioType}} {{ratio}}', {
+      return i18next.t(
+        '模型倍率 {{modelRatio}}，输出倍率 {{completionRatio}}，图片输入倍率 {{imageRatio}}，{{ratioType}} {{ratio}}',
+        {
          modelRatio: modelRatio,
          completionRatio: completionRatio,
          imageRatio: imageRatio,
          ratioType: ratioLabel,
-        ratio
-      });
-    } else {
-      return i18next.t('模型倍率 {{modelRatio}}，输出倍率 {{completionRatio}}，{{ratioType}} {{ratio}}', {
+          ratio,
+        },
+      );
+    } else if (webSearch) {
+      return i18next.t(
+        '模型倍率 {{modelRatio}}，输出倍率 {{completionRatio}}，{{ratioType}} {{ratio}}，Web 搜索调用 {{webSearchCallCount}} 次',
+        {
          modelRatio: modelRatio,
          completionRatio: completionRatio,
          ratioType: ratioLabel,
-        ratio
-      });
+          ratio,
+          webSearchCallCount,
+        },
+      );
+    } else {
+      return i18next.t(
+        '模型倍率 {{modelRatio}}，输出倍率 {{completionRatio}}，{{ratioType}} {{ratio}}',
+        {
+          modelRatio: modelRatio,
+          completionRatio: completionRatio,
+          ratioType: ratioLabel,
+          ratio,
+        },
+      );
    }
  }
 }
--- a/web/src/i18n/locales/en.json
+++ b/web/src/i18n/locales/en.json
@@ -493,6 +493,7 @@
  "默认": "default",
  "图片演示": "Image demo",
  "注意，系统请求的时模型名称中的点会被剔除，例如：gpt-4.1会请求为gpt-41，所以在Azure部署的时候，部署模型名称需要手动改为gpt-41": "Note that the dot in the model name requested by the system will be removed, for example: gpt-4.1 will be requested as gpt-41, so when deploying on Azure, the deployment model name needs to be manually changed to gpt-41",
+  "2025年5月10日后添加的渠道，不需要再在部署的时候移除模型名称中的\".\"": "After May 10, 2025, channels added do not need to remove the dot in the model name during deployment",
  "模型映射必须是合法的 JSON 格式！": "Model mapping must be in valid JSON format!",
  "取消无限额度": "Cancel unlimited quota",
  "取消": "Cancel",
@@ -1085,7 +1086,7 @@
  "没有账户？": "No account? ",
  "请输入 AZURE_OPENAI_ENDPOINT，例如：https://docs-test-001.openai.azure.com": "Please enter AZURE_OPENAI_ENDPOINT, e.g.: https://docs-test-001.openai.azure.com",
  "默认 API 版本": "Default API Version",
-  "请输入默认 API 版本，例如：2024-12-01-preview": "Please enter default API version, e.g.: 2024-12-01-preview.",
+  "请输入默认 API 版本，例如：2025-04-01-preview": "Please enter default API version, e.g.: 2025-04-01-preview.",
  "请为渠道命名": "Please name the channel",
  "请选择可以使用该渠道的分组": "Please select groups that can use this channel",
  "请在系统设置页面编辑分组倍率以添加新的分组：": "Please edit Group ratios in system settings to add new groups:",
--- a/Show More
+++ b/Show More