diff --git a/CLAUDE.md b/CLAUDE.md index 5da8a1d26..8cea6f609 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -215,6 +215,69 @@ Session 追踪和缓存 (`src/lib/session-manager.ts`): - **决策链记录** - 完整的供应商选择和失败切换记录 - **自动清理** - TTL 过期自动清理 +### 代理支持 + +供应商级别的代理配置 (`src/lib/proxy-agent.ts`): + +- **支持协议**: HTTP、HTTPS、SOCKS4、SOCKS5 +- **配置粒度**: 每个供应商独立配置代理 +- **自动检测**: 根据 URL 协议自动选择代理类型（HTTP/HTTPS 使用 undici ProxyAgent，SOCKS 使用 socks-proxy-agent） +- **故障降级**: 可配置代理失败时是否降级到直连（`proxy_fallback_to_direct` 字段） +- **连接测试**: UI 提供测试按钮，使用 HEAD 请求验证代理配置 +- **安全性**: 日志中自动脱敏代理密码 + +**配置方式**: + +在供应商管理页面的"代理配置"部分： + +1. **代理地址** (`proxy_url`): 支持以下格式 + - HTTP: `http://proxy.example.com:8080` + - HTTPS: `https://proxy.example.com:8080` + - SOCKS4: `socks4://127.0.0.1:1080` + - SOCKS5: `socks5://user:password@proxy.example.com:1080` + +2. **降级策略** (`proxy_fallback_to_direct`): + - 启用: 代理连接失败时自动尝试直连 + - 禁用: 代理失败直接报错，不降级 + +3. **测试连接**: 点击"测试连接"按钮验证配置，显示： + - 连接成功/失败状态 + - HTTP 状态码 + - 响应时间 + - 是否使用代理 + - 错误详情（如果失败） + +**技术实现**: + +```typescript +// 代理工厂函数（src/lib/proxy-agent.ts） +export function createProxyAgentForProvider( + provider: Provider, + targetUrl: string +): ProxyConfig | null { + // 自动检测协议并创建对应的 ProxyAgent 或 SocksProxyAgent + // 返回 { agent, fallbackToDirect, proxyUrl } +} + +// 请求转发层集成（src/app/v1/_lib/proxy/forwarder.ts） +const proxyConfig = createProxyAgentForProvider(provider, proxyUrl); +if (proxyConfig) { + init.dispatcher = proxyConfig.agent; // undici dispatcher + + // 代理失败降级逻辑 + if (proxyError && proxyConfig.fallbackToDirect) { + delete init.dispatcher; + response = await fetch(proxyUrl, init); // 直连重试 + } +} +``` + +**使用场景**: + +- 中国大陆访问海外 API 服务，改善连接性 +- 企业内网环境，需要通过公司代理访问外网 +- IP 限制场景，通过代理绕过 IP 封锁 + ### 数据库 Schema 核心表结构 (`src/drizzle/schema.ts`): @@ -262,6 +325,41 @@ TZ=Asia/Shanghai # 时区设置 LOG_LEVEL=info # 日志级别 ``` +### 环境变量配置注意事项 + +#### 布尔值配置的正确方式 + +**重要**: 所有布尔类型的环境变量(如 `ENABLE_SECURE_COOKIES`, `AUTO_MIGRATE`, `ENABLE_RATE_LIMIT` 等)必须使用以下值: + +- ✅ **表示 `true`**: `true`, `1`, `yes`, `on` 或任何非 `false`/`0` 的值 +- ✅ **表示 `false`**: `false`, `0` + +**常见错误**: + +```bash +# ❌ 错误 - 字符串 "false" 会被解析为 true! +ENABLE_SECURE_COOKIES="false" # 错误:引号导致字符串被当作 true + +# ✅ 正确 - 不带引号 +ENABLE_SECURE_COOKIES=false # 正确:直接写 false +ENABLE_SECURE_COOKIES=0 # 正确:也可以用 0 +``` + +**技术原因**: 项目使用 Zod 的自定义 transform 逻辑处理布尔值,而不是默认的 `z.coerce.boolean()`,因为后者会将任何非空字符串(包括 `"false"`)都强制转换为 `true`。详见 `src/lib/config/env.schema.ts:20-22` 的注释说明。 + +#### Cookie 安全策略说明 + +当通过 HTTP(非 HTTPS)访问系统时: + +1. **localhost 访问** (`http://localhost` 或 `http://127.0.0.1`) + - 即使 `ENABLE_SECURE_COOKIES=true`,现代浏览器也允许设置 Secure Cookie + - 这是浏览器的安全例外,用于方便本地开发 + +2. **远程 IP/域名访问** (`http://192.168.x.x` 或 `http://example.com`) + - 如果 `ENABLE_SECURE_COOKIES=true`,浏览器会**拒绝**设置 Cookie,导致无法登录 + - 必须设置 `ENABLE_SECURE_COOKIES=false` 才能正常使用 + - 或者配置 HTTPS 反向代理(推荐) + ## 开发注意事项 ### 1. Redis 依赖和降级策略 @@ -419,6 +517,19 @@ SELECT ... LIMIT 50 OFFSET 0; - 检查并发限制配置（`limit_concurrent_sessions`） - 查看决策链记录（日志详情页面） +### 代理连接失败 + +- 使用"测试连接"按钮验证代理配置 +- 检查代理地址格式（必须包含协议前缀：http://, https://, socks4://, socks5://） +- 检查代理服务器是否可访问（防火墙、端口） +- 检查代理认证信息（用户名/密码） +- 查看日志中的详细错误信息： + - `ProxyError`: 代理服务器连接失败 + - `Timeout`: 连接超时（默认 5 秒） + - `NetworkError`: 网络错误或 DNS 解析失败 +- 如启用了"降级到直连"，检查是否自动降级成功 +- 验证目标供应商 URL 是否正确 + ## 参考资源 - [Next.js 15 文档](https://nextjs.org/docs) diff --git a/drizzle/0013_optimal_darkhawk.sql b/drizzle/0013_optimal_darkhawk.sql deleted file mode 100644 index 2b8785149..000000000 --- a/drizzle/0013_optimal_darkhawk.sql +++ /dev/null @@ -1,2 +0,0 @@ -ALTER TABLE "system_settings" ADD COLUMN "allow_view_provider_info" boolean DEFAULT false NOT NULL;--> statement-breakpoint -ALTER TABLE "system_settings" ADD COLUMN "non_admin_currency_display" varchar(10) DEFAULT 'USD' NOT NULL; \ No newline at end of file diff --git a/drizzle/0014_overconfident_mongu.sql b/drizzle/0014_overconfident_mongu.sql new file mode 100644 index 000000000..f63df3c4d --- /dev/null +++ b/drizzle/0014_overconfident_mongu.sql @@ -0,0 +1,2 @@ +ALTER TABLE "providers" ADD COLUMN "proxy_url" varchar(512);--> statement-breakpoint +ALTER TABLE "providers" ADD COLUMN "proxy_fallback_to_direct" boolean DEFAULT false; \ No newline at end of file diff --git a/drizzle/meta/0014_snapshot.json b/drizzle/meta/0014_snapshot.json new file mode 100644 index 000000000..6f58fdebb --- /dev/null +++ b/drizzle/meta/0014_snapshot.json @@ -0,0 +1,1280 @@ +{ + "id": "02b711d7-5f2f-4a1d-b68c-dd517bb0bbf9", + "prevId": "8aa13f86-5369-426b-bb36-fd6619a353d3", + "version": "7", + "dialect": "postgresql", + "tables": { + "public.keys": { + "name": "keys", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "integer", + "primaryKey": false, + "notNull": true + }, + "key": { + "name": "key", + "type": "varchar", + "primaryKey": false, + "notNull": true + }, + "name": { + "name": "name", + "type": "varchar", + "primaryKey": false, + "notNull": true + }, + "is_enabled": { + "name": "is_enabled", + "type": "boolean", + "primaryKey": false, + "notNull": false, + "default": true + }, + "expires_at": { + "name": "expires_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "can_login_web_ui": { + "name": "can_login_web_ui", + "type": "boolean", + "primaryKey": false, + "notNull": false, + "default": true + }, + "limit_5h_usd": { + "name": "limit_5h_usd", + "type": "numeric(10, 2)", + "primaryKey": false, + "notNull": false + }, + "limit_weekly_usd": { + "name": "limit_weekly_usd", + "type": "numeric(10, 2)", + "primaryKey": false, + "notNull": false + }, + "limit_monthly_usd": { + "name": "limit_monthly_usd", + "type": "numeric(10, 2)", + "primaryKey": false, + "notNull": false + }, + "limit_concurrent_sessions": { + "name": "limit_concurrent_sessions", + "type": "integer", + "primaryKey": false, + "notNull": false, + "default": 0 + }, + "created_at": { + "name": "created_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "deleted_at": { + "name": "deleted_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false + } + }, + "indexes": { + "idx_keys_user_id": { + "name": "idx_keys_user_id", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_keys_created_at": { + "name": "idx_keys_created_at", + "columns": [ + { + "expression": "created_at", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_keys_deleted_at": { + "name": "idx_keys_deleted_at", + "columns": [ + { + "expression": "deleted_at", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.message_request": { + "name": "message_request", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "provider_id": { + "name": "provider_id", + "type": "integer", + "primaryKey": false, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "integer", + "primaryKey": false, + "notNull": true + }, + "key": { + "name": "key", + "type": "varchar", + "primaryKey": false, + "notNull": true + }, + "model": { + "name": "model", + "type": "varchar(128)", + "primaryKey": false, + "notNull": false + }, + "duration_ms": { + "name": "duration_ms", + "type": "integer", + "primaryKey": false, + "notNull": false + }, + "cost_usd": { + "name": "cost_usd", + "type": "numeric(21, 15)", + "primaryKey": false, + "notNull": false, + "default": "'0'" + }, + "cost_multiplier": { + "name": "cost_multiplier", + "type": "numeric(10, 4)", + "primaryKey": false, + "notNull": false + }, + "session_id": { + "name": "session_id", + "type": "varchar(64)", + "primaryKey": false, + "notNull": false + }, + "provider_chain": { + "name": "provider_chain", + "type": "jsonb", + "primaryKey": false, + "notNull": false + }, + "status_code": { + "name": "status_code", + "type": "integer", + "primaryKey": false, + "notNull": false + }, + "api_type": { + "name": "api_type", + "type": "varchar(20)", + "primaryKey": false, + "notNull": false + }, + "original_model": { + "name": "original_model", + "type": "varchar(128)", + "primaryKey": false, + "notNull": false + }, + "input_tokens": { + "name": "input_tokens", + "type": "integer", + "primaryKey": false, + "notNull": false + }, + "output_tokens": { + "name": "output_tokens", + "type": "integer", + "primaryKey": false, + "notNull": false + }, + "cache_creation_input_tokens": { + "name": "cache_creation_input_tokens", + "type": "integer", + "primaryKey": false, + "notNull": false + }, + "cache_read_input_tokens": { + "name": "cache_read_input_tokens", + "type": "integer", + "primaryKey": false, + "notNull": false + }, + "error_message": { + "name": "error_message", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "blocked_by": { + "name": "blocked_by", + "type": "varchar(50)", + "primaryKey": false, + "notNull": false + }, + "blocked_reason": { + "name": "blocked_reason", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "user_agent": { + "name": "user_agent", + "type": "varchar(512)", + "primaryKey": false, + "notNull": false + }, + "messages_count": { + "name": "messages_count", + "type": "integer", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "deleted_at": { + "name": "deleted_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false + } + }, + "indexes": { + "idx_message_request_user_date_cost": { + "name": "idx_message_request_user_date_cost", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "created_at", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "cost_usd", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "where": "\"message_request\".\"deleted_at\" IS NULL", + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_message_request_user_query": { + "name": "idx_message_request_user_query", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "created_at", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "where": "\"message_request\".\"deleted_at\" IS NULL", + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_message_request_session_id": { + "name": "idx_message_request_session_id", + "columns": [ + { + "expression": "session_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "where": "\"message_request\".\"deleted_at\" IS NULL", + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_message_request_provider_id": { + "name": "idx_message_request_provider_id", + "columns": [ + { + "expression": "provider_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_message_request_user_id": { + "name": "idx_message_request_user_id", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_message_request_key": { + "name": "idx_message_request_key", + "columns": [ + { + "expression": "key", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_message_request_created_at": { + "name": "idx_message_request_created_at", + "columns": [ + { + "expression": "created_at", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_message_request_deleted_at": { + "name": "idx_message_request_deleted_at", + "columns": [ + { + "expression": "deleted_at", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.model_prices": { + "name": "model_prices", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "model_name": { + "name": "model_name", + "type": "varchar", + "primaryKey": false, + "notNull": true + }, + "price_data": { + "name": "price_data", + "type": "jsonb", + "primaryKey": false, + "notNull": true + }, + "created_at": { + "name": "created_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": { + "idx_model_prices_latest": { + "name": "idx_model_prices_latest", + "columns": [ + { + "expression": "model_name", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "created_at", + "isExpression": false, + "asc": false, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_model_prices_model_name": { + "name": "idx_model_prices_model_name", + "columns": [ + { + "expression": "model_name", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_model_prices_created_at": { + "name": "idx_model_prices_created_at", + "columns": [ + { + "expression": "created_at", + "isExpression": false, + "asc": false, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.notification_settings": { + "name": "notification_settings", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "enabled": { + "name": "enabled", + "type": "boolean", + "primaryKey": false, + "notNull": true, + "default": false + }, + "circuit_breaker_enabled": { + "name": "circuit_breaker_enabled", + "type": "boolean", + "primaryKey": false, + "notNull": true, + "default": false + }, + "circuit_breaker_webhook": { + "name": "circuit_breaker_webhook", + "type": "varchar(512)", + "primaryKey": false, + "notNull": false + }, + "daily_leaderboard_enabled": { + "name": "daily_leaderboard_enabled", + "type": "boolean", + "primaryKey": false, + "notNull": true, + "default": false + }, + "daily_leaderboard_webhook": { + "name": "daily_leaderboard_webhook", + "type": "varchar(512)", + "primaryKey": false, + "notNull": false + }, + "daily_leaderboard_time": { + "name": "daily_leaderboard_time", + "type": "varchar(10)", + "primaryKey": false, + "notNull": false, + "default": "'09:00'" + }, + "daily_leaderboard_top_n": { + "name": "daily_leaderboard_top_n", + "type": "integer", + "primaryKey": false, + "notNull": false, + "default": 5 + }, + "cost_alert_enabled": { + "name": "cost_alert_enabled", + "type": "boolean", + "primaryKey": false, + "notNull": true, + "default": false + }, + "cost_alert_webhook": { + "name": "cost_alert_webhook", + "type": "varchar(512)", + "primaryKey": false, + "notNull": false + }, + "cost_alert_threshold": { + "name": "cost_alert_threshold", + "type": "numeric(5, 2)", + "primaryKey": false, + "notNull": false, + "default": "'0.80'" + }, + "cost_alert_check_interval": { + "name": "cost_alert_check_interval", + "type": "integer", + "primaryKey": false, + "notNull": false, + "default": 60 + }, + "created_at": { + "name": "created_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp with time zone", + "primaryKey": false, + "notNull": false, + "default": "now()" + } + }, + "indexes": {}, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.providers": { + "name": "providers", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "name": { + "name": "name", + "type": "varchar", + "primaryKey": false, + "notNull": true + }, + "description": { + "name": "description", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "url": { + "name": "url", + "type": "varchar", + "primaryKey": false, + "notNull": true + }, + "key": { + "name": "key", + "type": "varchar", + "primaryKey": false, + "notNull": true + }, + "is_enabled": { + "name": "is_enabled", + "type": "boolean", + "primaryKey": false, + "notNull": true, + "default": true + }, + "weight": { + "name": "weight", + "type": "integer", + "primaryKey": false, + "notNull": true, + "default": 1 + }, + "priority": { + "name": "priority", + "type": "integer", + "primaryKey": false, + "notNull": true, + "default": 0 + }, + "cost_multiplier": { + "name": "cost_multiplier", + "type": "numeric(10, 4)", + "primaryKey": false, + "notNull": false, + "default": "'1.0'" + }, + "group_tag": { + "name": "group_tag", + "type": "varchar(50)", + "primaryKey": false, + "notNull": false + }, + "provider_type": { + "name": "provider_type", + "type": "varchar(20)", + "primaryKey": false, + "notNull": true, + "default": "'claude'" + }, + "model_redirects": { + "name": "model_redirects", + "type": "jsonb", + "primaryKey": false, + "notNull": false + }, + "allowed_models": { + "name": "allowed_models", + "type": "jsonb", + "primaryKey": false, + "notNull": false, + "default": "'null'::jsonb" + }, + "join_claude_pool": { + "name": "join_claude_pool", + "type": "boolean", + "primaryKey": false, + "notNull": false, + "default": false + }, + "limit_5h_usd": { + "name": "limit_5h_usd", + "type": "numeric(10, 2)", + "primaryKey": false, + "notNull": false + }, + "limit_weekly_usd": { + "name": "limit_weekly_usd", + "type": "numeric(10, 2)", + "primaryKey": false, + "notNull": false + }, + "limit_monthly_usd": { + "name": "limit_monthly_usd", + "type": "numeric(10, 2)", + "primaryKey": false, + "notNull": false + }, + "limit_concurrent_sessions": { + "name": "limit_concurrent_sessions", + "type": "integer", + "primaryKey": false, + "notNull": false, + "default": 0 + }, + "circuit_breaker_failure_threshold": { + "name": "circuit_breaker_failure_threshold", + "type": "integer", + "primaryKey": false, + "notNull": false, + "default": 5 + }, + "circuit_breaker_open_duration": { + "name": 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"max_input_tokens": 2600, - "mode": "image_generation", - "output_cost_per_image": 0.06 - }, - "1024-x-1024/50-steps/stability.stable-diffusion-xl-v1": { - "litellm_provider": "bedrock", - "max_input_tokens": 77, - "max_tokens": 77, - "mode": "image_generation", - "output_cost_per_image": 0.04 - }, - "1024-x-1024/dall-e-2": { - "input_cost_per_pixel": 1.9e-08, - "litellm_provider": "openai", - "mode": "image_generation", - "output_cost_per_pixel": 0.0 - }, - "1024-x-1024/max-steps/stability.stable-diffusion-xl-v1": { - "litellm_provider": "bedrock", - "max_input_tokens": 77, - "max_tokens": 77, - "mode": "image_generation", - "output_cost_per_image": 0.08 - }, - "256-x-256/dall-e-2": { - "input_cost_per_pixel": 2.4414e-07, - "litellm_provider": "openai", - "mode": "image_generation", - "output_cost_per_pixel": 0.0 - }, - "512-x-512/50-steps/stability.stable-diffusion-xl-v0": { - "litellm_provider": "bedrock", - "max_input_tokens": 77, - "max_tokens": 77, - "mode": "image_generation", - 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"range": [ - 128000.0, - 252000.0 - ] - } - ] - }, - "dashscope/qwq-plus": { - "input_cost_per_token": 8e-07, - "litellm_provider": "dashscope", - "max_input_tokens": 98304, - "max_output_tokens": 8192, - "max_tokens": 131072, - "mode": "chat", - "output_cost_per_token": 2.4e-06, - "source": "https://www.alibabacloud.com/help/en/model-studio/models", - "supports_function_calling": true, - "supports_reasoning": true, - "supports_tool_choice": true - }, - "databricks/databricks-bge-large-en": { - "input_cost_per_token": 1.0003e-07, - "input_dbu_cost_per_token": 1.429e-06, - "litellm_provider": "databricks", - "max_input_tokens": 512, - "max_tokens": 512, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "embedding", - "output_cost_per_token": 0.0, - "output_dbu_cost_per_token": 0.0, - "output_vector_size": 1024, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving" - }, - "databricks/databricks-claude-3-7-sonnet": { - "input_cost_per_token": 2.5e-06, - "input_dbu_cost_per_token": 3.571e-05, - "litellm_provider": "databricks", - "max_input_tokens": 200000, - "max_output_tokens": 128000, - "max_tokens": 200000, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Claude 3.7 conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 1.7857e-05, - "output_db_cost_per_token": 0.000214286, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_reasoning": true, - "supports_tool_choice": true - }, - "databricks/databricks-gte-large-en": { - "input_cost_per_token": 1.2999e-07, - "input_dbu_cost_per_token": 1.857e-06, - "litellm_provider": "databricks", - "max_input_tokens": 8192, - "max_tokens": 8192, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "embedding", - "output_cost_per_token": 0.0, - "output_dbu_cost_per_token": 0.0, - "output_vector_size": 1024, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving" - }, - "databricks/databricks-llama-2-70b-chat": { - "input_cost_per_token": 5.0001e-07, - "input_dbu_cost_per_token": 7.143e-06, - "litellm_provider": "databricks", - "max_input_tokens": 4096, - "max_output_tokens": 4096, - "max_tokens": 4096, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 1.5e-06, - "output_dbu_cost_per_token": 2.1429e-05, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "databricks/databricks-llama-4-maverick": { - "input_cost_per_token": 5e-06, - "input_dbu_cost_per_token": 7.143e-05, - "litellm_provider": "databricks", - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "max_tokens": 128000, - "metadata": { - "notes": "Databricks documentation now provides both DBU costs (_dbu_cost_per_token) and dollar costs(_cost_per_token)." - }, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "output_dbu_cost_per_token": 0.00021429, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "databricks/databricks-meta-llama-3-1-405b-instruct": { - "input_cost_per_token": 5e-06, - "input_dbu_cost_per_token": 7.1429e-05, - "litellm_provider": "databricks", - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "max_tokens": 128000, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 1.500002e-05, - "output_db_cost_per_token": 0.000214286, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "databricks/databricks-meta-llama-3-3-70b-instruct": { - "input_cost_per_token": 1.00002e-06, - "input_dbu_cost_per_token": 1.4286e-05, - "litellm_provider": "databricks", - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "max_tokens": 128000, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 2.99999e-06, - "output_dbu_cost_per_token": 4.2857e-05, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "databricks/databricks-meta-llama-3-70b-instruct": { - "input_cost_per_token": 1.00002e-06, - "input_dbu_cost_per_token": 1.4286e-05, - "litellm_provider": "databricks", - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "max_tokens": 128000, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 2.99999e-06, - "output_dbu_cost_per_token": 4.2857e-05, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "databricks/databricks-mixtral-8x7b-instruct": { - "input_cost_per_token": 5.0001e-07, - "input_dbu_cost_per_token": 7.143e-06, - "litellm_provider": "databricks", - "max_input_tokens": 4096, - "max_output_tokens": 4096, - "max_tokens": 4096, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 9.9902e-07, - "output_dbu_cost_per_token": 1.4286e-05, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "databricks/databricks-mpt-30b-instruct": { - "input_cost_per_token": 9.9902e-07, - "input_dbu_cost_per_token": 1.4286e-05, - "litellm_provider": "databricks", - "max_input_tokens": 8192, - "max_output_tokens": 8192, - "max_tokens": 8192, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 9.9902e-07, - "output_dbu_cost_per_token": 1.4286e-05, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "databricks/databricks-mpt-7b-instruct": { - "input_cost_per_token": 5.0001e-07, - "input_dbu_cost_per_token": 7.143e-06, - "litellm_provider": "databricks", - "max_input_tokens": 8192, - "max_output_tokens": 8192, - "max_tokens": 8192, - "metadata": { - "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." - }, - "mode": "chat", - "output_cost_per_token": 0.0, - "output_dbu_cost_per_token": 0.0, - "source": "https://www.databricks.com/product/pricing/foundation-model-serving", - "supports_tool_choice": true - }, - "dataforseo/search": { - "input_cost_per_query": 0.003, - "litellm_provider": "dataforseo", - "mode": "search" - }, - "davinci-002": { - "input_cost_per_token": 2e-06, - "litellm_provider": "text-completion-openai", - "max_input_tokens": 16384, - "max_output_tokens": 4096, - "max_tokens": 16384, - "mode": "completion", - "output_cost_per_token": 2e-06 - }, - "deepgram/base": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/base-conversationalai": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/base-finance": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/base-general": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/base-meeting": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/base-phonecall": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/base-video": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/base-voicemail": { - "input_cost_per_second": 0.00020833, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0125/60 seconds = $0.00020833 per second", - "original_pricing_per_minute": 0.0125 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/enhanced": { - "input_cost_per_second": 0.00024167, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0145/60 seconds = $0.00024167 per second", - "original_pricing_per_minute": 0.0145 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/enhanced-finance": { - "input_cost_per_second": 0.00024167, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0145/60 seconds = $0.00024167 per second", - "original_pricing_per_minute": 0.0145 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/enhanced-general": { - "input_cost_per_second": 0.00024167, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0145/60 seconds = $0.00024167 per second", - "original_pricing_per_minute": 0.0145 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/enhanced-meeting": { - "input_cost_per_second": 0.00024167, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0145/60 seconds = $0.00024167 per second", - "original_pricing_per_minute": 0.0145 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/enhanced-phonecall": { - "input_cost_per_second": 0.00024167, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0145/60 seconds = $0.00024167 per second", - "original_pricing_per_minute": 0.0145 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-atc": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-automotive": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-conversationalai": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-drivethru": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-finance": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-general": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-meeting": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-phonecall": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - "source": "https://deepgram.com/pricing", - "supported_endpoints": [ - "/v1/audio/transcriptions" - ] - }, - "deepgram/nova-2-video": { - "input_cost_per_second": 7.167e-05, - "litellm_provider": "deepgram", - "metadata": { - "calculation": "$0.0043/60 seconds = $0.00007167 per second", - "original_pricing_per_minute": 0.0043 - }, - "mode": "audio_transcription", - "output_cost_per_second": 0.0, - 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"supports_system_messages": true, - "supports_tool_choice": true - }, - "friendliai/meta-llama-3.1-8b-instruct": { - "input_cost_per_token": 1e-07, - "litellm_provider": "friendliai", - "max_input_tokens": 8192, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1e-07, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true - }, - "ft:babbage-002": { - "input_cost_per_token": 4e-07, - "input_cost_per_token_batches": 2e-07, - "litellm_provider": "text-completion-openai", - "max_input_tokens": 16384, - "max_output_tokens": 4096, - "max_tokens": 16384, - "mode": "completion", - "output_cost_per_token": 4e-07, - "output_cost_per_token_batches": 2e-07 - }, - "ft:davinci-002": { - "input_cost_per_token": 2e-06, - "input_cost_per_token_batches": 1e-06, - "litellm_provider": "text-completion-openai", - "max_input_tokens": 16384, - "max_output_tokens": 4096, - "max_tokens": 16384, - "mode": "completion", - "output_cost_per_token": 2e-06, - "output_cost_per_token_batches": 1e-06 - }, - "ft:gpt-3.5-turbo": { - "input_cost_per_token": 3e-06, - "input_cost_per_token_batches": 1.5e-06, - "litellm_provider": "openai", - "max_input_tokens": 16385, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 6e-06, - "output_cost_per_token_batches": 3e-06, - "supports_system_messages": true, - "supports_tool_choice": true - }, - "ft:gpt-3.5-turbo-0125": { - "input_cost_per_token": 3e-06, - "litellm_provider": "openai", - "max_input_tokens": 16385, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 6e-06, - "supports_system_messages": true, - "supports_tool_choice": true - }, - "ft:gpt-3.5-turbo-0613": { - "input_cost_per_token": 3e-06, - "litellm_provider": "openai", - "max_input_tokens": 4096, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 6e-06, - "supports_system_messages": true, - "supports_tool_choice": true - }, - "ft:gpt-3.5-turbo-1106": { - "input_cost_per_token": 3e-06, - "litellm_provider": "openai", - "max_input_tokens": 16385, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 6e-06, - "supports_system_messages": true, - "supports_tool_choice": true - }, - "ft:gpt-4-0613": { - "input_cost_per_token": 3e-05, - "litellm_provider": "openai", - "max_input_tokens": 8192, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 6e-05, - "source": "OpenAI needs to add pricing for this ft model, will be updated when added by OpenAI. Defaulting to base model pricing", - "supports_function_calling": true, - "supports_system_messages": true, - "supports_tool_choice": true - }, - "ft:gpt-4o-2024-08-06": { - "input_cost_per_token": 3.75e-06, - "input_cost_per_token_batches": 1.875e-06, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 16384, - "max_tokens": 16384, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "output_cost_per_token_batches": 7.5e-06, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_pdf_input": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "ft:gpt-4o-2024-11-20": { - "cache_creation_input_token_cost": 1.875e-06, - "input_cost_per_token": 3.75e-06, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 16384, - "max_tokens": 16384, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "ft:gpt-4o-mini-2024-07-18": { - "cache_read_input_token_cost": 1.5e-07, - "input_cost_per_token": 3e-07, - "input_cost_per_token_batches": 1.5e-07, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 16384, - "max_tokens": 16384, - "mode": "chat", - "output_cost_per_token": 1.2e-06, - "output_cost_per_token_batches": 6e-07, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.0-pro": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing#google_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-001": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-002": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-vision": { - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "litellm_provider": "vertex_ai-vision-models", - "max_images_per_prompt": 16, - "max_input_tokens": 16384, - "max_output_tokens": 2048, - "max_tokens": 2048, - "max_video_length": 2, - "max_videos_per_prompt": 1, - "mode": "chat", - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.0-pro-vision-001": { - "deprecation_date": "2025-04-09", - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "litellm_provider": "vertex_ai-vision-models", - "max_images_per_prompt": 16, - "max_input_tokens": 16384, - "max_output_tokens": 2048, - "max_tokens": 2048, - "max_video_length": 2, - "max_videos_per_prompt": 1, - "mode": "chat", - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.0-ultra": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-ultra-001": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.5-flash": { - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-001": { - "deprecation_date": "2025-05-24", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-002": { - "deprecation_date": "2025-09-24", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1048576, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-1.5-flash", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-exp-0827": { - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 4.688e-09, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 1.875e-08, - "output_cost_per_character_above_128k_tokens": 3.75e-08, - "output_cost_per_token": 4.6875e-09, - "output_cost_per_token_above_128k_tokens": 9.375e-09, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-preview-0514": { - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 1.875e-08, - "output_cost_per_character_above_128k_tokens": 3.75e-08, - "output_cost_per_token": 4.6875e-09, - "output_cost_per_token_above_128k_tokens": 9.375e-09, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-pro": { - "input_cost_per_audio_per_second": 3.125e-05, - "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-05, - "input_cost_per_character": 3.125e-07, - "input_cost_per_character_above_128k_tokens": 6.25e-07, - 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"supports_parallel_function_calling": false, - "supports_vision": true - }, - "watsonx/meta-llama/llama-3-2-11b-vision-instruct": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 0.35e-06, - "output_cost_per_token": 0.35e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": true - }, - "watsonx/meta-llama/llama-3-2-1b-instruct": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 0.1e-06, - "output_cost_per_token": 0.1e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": false - }, - "watsonx/meta-llama/llama-3-2-3b-instruct": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 0.15e-06, - "output_cost_per_token": 0.15e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": false - }, - "watsonx/meta-llama/llama-3-2-90b-vision-instruct": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 2e-06, - "output_cost_per_token": 2e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": true - }, - "watsonx/meta-llama/llama-3-3-70b-instruct": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 0.71e-06, - "output_cost_per_token": 0.71e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": false - }, - "watsonx/meta-llama/llama-4-maverick-17b": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 0.35e-06, - "output_cost_per_token": 1.4e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": false - }, - "watsonx/meta-llama/llama-guard-3-11b-vision": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 0.35e-06, - "output_cost_per_token": 0.35e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": false, - "supports_parallel_function_calling": false, - "supports_vision": true - }, - "watsonx/mistralai/mistral-medium-2505": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 3e-06, - "output_cost_per_token": 10e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": false - }, - "watsonx/mistralai/mistral-small-2503": { - "max_tokens": 32000, - "max_input_tokens": 32000, - "max_output_tokens": 32000, - "input_cost_per_token": 0.1e-06, - "output_cost_per_token": 0.3e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": false - }, - "watsonx/mistralai/mistral-small-3-1-24b-instruct-2503": { - "max_tokens": 32000, - "max_input_tokens": 32000, - "max_output_tokens": 32000, - "input_cost_per_token": 0.1e-06, - "output_cost_per_token": 0.3e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_vision": false - }, - "watsonx/mistralai/pixtral-12b-2409": { - "max_tokens": 128000, - "max_input_tokens": 128000, - "max_output_tokens": 128000, - "input_cost_per_token": 0.35e-06, - "output_cost_per_token": 0.35e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": false, - "supports_parallel_function_calling": false, - "supports_vision": true - }, - "watsonx/openai/gpt-oss-120b": { - "max_tokens": 8192, - "max_input_tokens": 8192, - "max_output_tokens": 8192, - "input_cost_per_token": 0.15e-06, - "output_cost_per_token": 0.6e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": false, - "supports_parallel_function_calling": false, - "supports_vision": false - }, - "watsonx/sdaia/allam-1-13b-instruct": { - "max_tokens": 8192, - "max_input_tokens": 8192, - "max_output_tokens": 8192, - "input_cost_per_token": 1.8e-06, - "output_cost_per_token": 1.8e-06, - "litellm_provider": "watsonx", - "mode": "chat", - "supports_function_calling": false, - "supports_parallel_function_calling": false, - "supports_vision": false - }, + "sample_spec": { + "code_interpreter_cost_per_session": 0.0, + "computer_use_input_cost_per_1k_tokens": 0.0, + "computer_use_output_cost_per_1k_tokens": 0.0, + "deprecation_date": "date when the model becomes deprecated in the format YYYY-MM-DD", + "file_search_cost_per_1k_calls": 0.0, + "file_search_cost_per_gb_per_day": 0.0, + "input_cost_per_audio_token": 0.0, + "input_cost_per_token": 0.0, + "litellm_provider": "one of https://docs.litellm.ai/docs/providers", + "max_input_tokens": "max input tokens, if the provider specifies it. if not default to max_tokens", + "max_output_tokens": "max output tokens, if the provider specifies it. if not default to max_tokens", + "max_tokens": "LEGACY parameter. set to max_output_tokens if provider specifies it. IF not set to max_input_tokens, if provider specifies it.", + "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, rerank, search", + "output_cost_per_reasoning_token": 0.0, + "output_cost_per_token": 0.0, + "search_context_cost_per_query": { + "search_context_size_high": 0.0, + "search_context_size_low": 0.0, + "search_context_size_medium": 0.0 + }, + "supported_regions": ["global", "us-west-2", "eu-west-1", "ap-southeast-1", "ap-northeast-1"], + "supports_audio_input": true, + "supports_audio_output": true, + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_response_schema": true, + "supports_system_messages": true, + "supports_vision": true, + "supports_web_search": true, + "vector_store_cost_per_gb_per_day": 0.0 + }, + "1024-x-1024/50-steps/bedrock/amazon.nova-canvas-v1:0": { + "litellm_provider": "bedrock", + "max_input_tokens": 2600, + "mode": "image_generation", + "output_cost_per_image": 0.06 + }, + "1024-x-1024/50-steps/stability.stable-diffusion-xl-v1": { + "litellm_provider": "bedrock", + "max_input_tokens": 77, + "max_tokens": 77, + "mode": "image_generation", + "output_cost_per_image": 0.04 + }, + "1024-x-1024/dall-e-2": { + "input_cost_per_pixel": 1.9e-8, + "litellm_provider": "openai", + "mode": "image_generation", + "output_cost_per_pixel": 0.0 + }, + "1024-x-1024/max-steps/stability.stable-diffusion-xl-v1": { + "litellm_provider": "bedrock", + "max_input_tokens": 77, + "max_tokens": 77, + "mode": "image_generation", + "output_cost_per_image": 0.08 + }, + "256-x-256/dall-e-2": { + "input_cost_per_pixel": 2.4414e-7, + "litellm_provider": "openai", + "mode": "image_generation", + "output_cost_per_pixel": 0.0 + }, + "512-x-512/50-steps/stability.stable-diffusion-xl-v0": { + "litellm_provider": "bedrock", + "max_input_tokens": 77, + "max_tokens": 77, + "mode": "image_generation", + "output_cost_per_image": 0.018 + }, + "512-x-512/dall-e-2": { + "input_cost_per_pixel": 6.86e-8, + "litellm_provider": "openai", + "mode": "image_generation", + "output_cost_per_pixel": 0.0 + }, + "512-x-512/max-steps/stability.stable-diffusion-xl-v0": { + "litellm_provider": "bedrock", + "max_input_tokens": 77, + "max_tokens": 77, + "mode": "image_generation", + "output_cost_per_image": 0.036 + }, + "ai21.j2-mid-v1": { + "input_cost_per_token": 1.25e-5, + "litellm_provider": "bedrock", + "max_input_tokens": 8191, + "max_output_tokens": 8191, + "max_tokens": 8191, + "mode": "chat", + "output_cost_per_token": 1.25e-5 + }, + "ai21.j2-ultra-v1": { + "input_cost_per_token": 1.88e-5, + "litellm_provider": "bedrock", + "max_input_tokens": 8191, + "max_output_tokens": 8191, + "max_tokens": 8191, + "mode": "chat", + "output_cost_per_token": 1.88e-5 + }, + "ai21.jamba-1-5-large-v1:0": { + "input_cost_per_token": 2e-6, + "litellm_provider": "bedrock", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 8e-6 + }, + "ai21.jamba-1-5-mini-v1:0": { + "input_cost_per_token": 2e-7, + "litellm_provider": "bedrock", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 4e-7 + }, + "ai21.jamba-instruct-v1:0": { + "input_cost_per_token": 5e-7, + "litellm_provider": "bedrock", + "max_input_tokens": 70000, + "max_output_tokens": 4096, + "max_tokens": 4096, + "mode": "chat", + "output_cost_per_token": 7e-7, + "supports_system_messages": true + }, + "aiml/dall-e-2": { + "litellm_provider": "aiml", + "metadata": { + "notes": "DALL-E 2 via AI/ML API - Reliable text-to-image generation" + }, + "mode": "image_generation", + "output_cost_per_image": 0.021, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/dall-e-3": { + "litellm_provider": "aiml", + "metadata": { + "notes": "DALL-E 3 via AI/ML API - High-quality text-to-image generation" + }, + "mode": "image_generation", + "output_cost_per_image": 0.042, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux-pro": { + "litellm_provider": "aiml", + "metadata": { + "notes": "Flux Dev - Development version optimized for experimentation" + }, + "mode": "image_generation", + "output_cost_per_image": 0.053, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux-pro/v1.1": { + "litellm_provider": "aiml", + "mode": "image_generation", + "output_cost_per_image": 0.042, + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux-pro/v1.1-ultra": { + "litellm_provider": "aiml", + "mode": "image_generation", + "output_cost_per_image": 0.063, + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux-realism": { + "litellm_provider": "aiml", + "metadata": { + "notes": "Flux Pro - Professional-grade image generation model" + }, + "mode": "image_generation", + "output_cost_per_image": 0.037, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux/dev": { + "litellm_provider": "aiml", + "metadata": { + "notes": "Flux Dev - Development version optimized for experimentation" + }, + "mode": "image_generation", + "output_cost_per_image": 0.026, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux/kontext-max/text-to-image": { + "litellm_provider": "aiml", + "metadata": { + "notes": "Flux Pro v1.1 - Enhanced version with improved capabilities and 6x faster inference speed" + }, + "mode": "image_generation", + "output_cost_per_image": 0.084, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux/kontext-pro/text-to-image": { + "litellm_provider": "aiml", + "metadata": { + "notes": "Flux Pro v1.1 - Enhanced version with improved capabilities and 6x faster inference speed" + }, + "mode": "image_generation", + "output_cost_per_image": 0.042, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "aiml/flux/schnell": { + "litellm_provider": "aiml", + "metadata": { + "notes": "Flux Schnell - Fast generation model optimized for speed" + }, + "mode": "image_generation", + "output_cost_per_image": 0.003, + "source": "https://docs.aimlapi.com/", + "supported_endpoints": ["/v1/images/generations"] + }, + "amazon.nova-lite-v1:0": { + "input_cost_per_token": 6e-8, + "litellm_provider": "bedrock_converse", + "max_input_tokens": 300000, + "max_output_tokens": 10000, + "max_tokens": 10000, + "mode": "chat", + "output_cost_per_token": 2.4e-7, + "supports_function_calling": true, + "supports_pdf_input": true, + "supports_prompt_caching": true, + "supports_response_schema": true, + "supports_vision": true + }, + "amazon.nova-micro-v1:0": { + "input_cost_per_token": 3.5e-8, + "litellm_provider": "bedrock_converse", + "max_input_tokens": 128000, + "max_output_tokens": 10000, + "max_tokens": 10000, + "mode": "chat", + "output_cost_per_token": 1.4e-7, + "supports_function_calling": true, + "supports_prompt_caching": true, + "supports_response_schema": true + }, + "amazon.nova-pro-v1:0": { + "input_cost_per_token": 8e-7, + "litellm_provider": "bedrock_converse", + "max_input_tokens": 300000, + "max_output_tokens": 10000, + "max_tokens": 10000, + "mode": "chat", + "output_cost_per_token": 3.2e-6, + "supports_function_calling": true, + "supports_pdf_input": true, + "supports_prompt_caching": true, + "supports_response_schema": true, + "supports_vision": true + }, + "amazon.rerank-v1:0": { + "input_cost_per_query": 0.001, + "input_cost_per_token": 0.0, + "litellm_provider": "bedrock", + "max_document_chunks_per_query": 100, + "max_input_tokens": 32000, + "max_output_tokens": 32000, + "max_query_tokens": 32000, + "max_tokens": 32000, + "max_tokens_per_document_chunk": 512, + "mode": "rerank", + "output_cost_per_token": 0.0 + }, + "amazon.titan-embed-image-v1": { + "input_cost_per_image": 6e-5, + "input_cost_per_token": 8e-7, + "litellm_provider": "bedrock", + "max_input_tokens": 128, + "max_tokens": 128, + "metadata": { + "notes": "'supports_image_input' is a deprecated field. Use 'supports_embedding_image_input' instead." + }, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_vector_size": 1024, + "source": "https://us-east-1.console.aws.amazon.com/bedrock/home?region=us-east-1#/providers?model=amazon.titan-image-generator-v1", + "supports_embedding_image_input": true, + "supports_image_input": true + }, + "amazon.titan-embed-text-v1": { + "input_cost_per_token": 1e-7, + "litellm_provider": "bedrock", + "max_input_tokens": 8192, + "max_tokens": 8192, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_vector_size": 1536 + }, + "amazon.titan-embed-text-v2:0": { + "input_cost_per_token": 2e-7, + "litellm_provider": "bedrock", + "max_input_tokens": 8192, + "max_tokens": 8192, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_vector_size": 1024 + }, + "amazon.titan-image-generator-v1": { + "input_cost_per_image": 0.0, + "output_cost_per_image": 0.008, + "output_cost_per_image_premium_image": 0.01, + "output_cost_per_image_above_512_and_512_pixels": 0.01, + "output_cost_per_image_above_512_and_512_pixels_and_premium_image": 0.012, + "litellm_provider": "bedrock", + "mode": "image_generation" + }, + "amazon.titan-image-generator-v2": { + "input_cost_per_image": 0.0, + "output_cost_per_image": 0.008, + "output_cost_per_image_premium_image": 0.01, + "output_cost_per_image_above_1024_and_1024_pixels": 0.01, + "output_cost_per_image_above_1024_and_1024_pixels_and_premium_image": 0.012, + "litellm_provider": "bedrock", + "mode": "image_generation" + }, + "twelvelabs.marengo-embed-2-7-v1:0": { + "input_cost_per_token": 7e-5, + "litellm_provider": "bedrock", + "max_input_tokens": 77, + "max_tokens": 77, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_vector_size": 1024, + "supports_embedding_image_input": true, + "supports_image_input": true + }, + "us.twelvelabs.marengo-embed-2-7-v1:0": { + "input_cost_per_token": 7e-5, + "input_cost_per_video_per_second": 0.0007, + "input_cost_per_audio_per_second": 0.00014, + "input_cost_per_image": 0.0001, + "litellm_provider": "bedrock", + "max_input_tokens": 77, + "max_tokens": 77, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_vector_size": 1024, + "supports_embedding_image_input": true, + "supports_image_input": true + }, + "eu.twelvelabs.marengo-embed-2-7-v1:0": { + "input_cost_per_token": 7e-5, + "input_cost_per_video_per_second": 0.0007, + "input_cost_per_audio_per_second": 0.00014, + "input_cost_per_image": 0.0001, + "litellm_provider": "bedrock", + "max_input_tokens": 77, + "max_tokens": 77, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_vector_size": 1024, + "supports_embedding_image_input": true, + "supports_image_input": true + }, + "twelvelabs.pegasus-1-2-v1:0": { + "input_cost_per_video_per_second": 0.00049, + "output_cost_per_token": 7.5e-6, + "litellm_provider": "bedrock", + "mode": "chat", + "supports_video_input": true + }, + 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Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_dbu_cost_per_token": 0.0, + "output_vector_size": 1024, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving" + }, + "databricks/databricks-claude-3-7-sonnet": { + "input_cost_per_token": 2.5e-6, + "input_dbu_cost_per_token": 3.571e-5, + "litellm_provider": "databricks", + "max_input_tokens": 200000, + "max_output_tokens": 128000, + "max_tokens": 200000, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Claude 3.7 conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 1.7857e-5, + "output_db_cost_per_token": 0.000214286, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_assistant_prefill": true, + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true + }, + "databricks/databricks-gte-large-en": { + "input_cost_per_token": 1.2999e-7, + "input_dbu_cost_per_token": 1.857e-6, + "litellm_provider": "databricks", + "max_input_tokens": 8192, + "max_tokens": 8192, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "embedding", + "output_cost_per_token": 0.0, + "output_dbu_cost_per_token": 0.0, + "output_vector_size": 1024, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving" + }, + "databricks/databricks-llama-2-70b-chat": { + "input_cost_per_token": 5.0001e-7, + "input_dbu_cost_per_token": 7.143e-6, + "litellm_provider": "databricks", + "max_input_tokens": 4096, + "max_output_tokens": 4096, + "max_tokens": 4096, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 1.5e-6, + "output_dbu_cost_per_token": 2.1429e-5, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "databricks/databricks-llama-4-maverick": { + "input_cost_per_token": 5e-6, + "input_dbu_cost_per_token": 7.143e-5, + "litellm_provider": "databricks", + "max_input_tokens": 128000, + "max_output_tokens": 128000, + "max_tokens": 128000, + "metadata": { + "notes": "Databricks documentation now provides both DBU costs (_dbu_cost_per_token) and dollar costs(_cost_per_token)." + }, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "output_dbu_cost_per_token": 0.00021429, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "databricks/databricks-meta-llama-3-1-405b-instruct": { + "input_cost_per_token": 5e-6, + "input_dbu_cost_per_token": 7.1429e-5, + "litellm_provider": "databricks", + "max_input_tokens": 128000, + "max_output_tokens": 128000, + "max_tokens": 128000, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 1.500002e-5, + "output_db_cost_per_token": 0.000214286, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "databricks/databricks-meta-llama-3-3-70b-instruct": { + "input_cost_per_token": 1.00002e-6, + "input_dbu_cost_per_token": 1.4286e-5, + "litellm_provider": "databricks", + "max_input_tokens": 128000, + "max_output_tokens": 128000, + "max_tokens": 128000, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 2.99999e-6, + "output_dbu_cost_per_token": 4.2857e-5, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "databricks/databricks-meta-llama-3-70b-instruct": { + "input_cost_per_token": 1.00002e-6, + "input_dbu_cost_per_token": 1.4286e-5, + "litellm_provider": "databricks", + "max_input_tokens": 128000, + "max_output_tokens": 128000, + "max_tokens": 128000, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 2.99999e-6, + "output_dbu_cost_per_token": 4.2857e-5, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "databricks/databricks-mixtral-8x7b-instruct": { + "input_cost_per_token": 5.0001e-7, + "input_dbu_cost_per_token": 7.143e-6, + "litellm_provider": "databricks", + "max_input_tokens": 4096, + "max_output_tokens": 4096, + "max_tokens": 4096, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 9.9902e-7, + "output_dbu_cost_per_token": 1.4286e-5, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "databricks/databricks-mpt-30b-instruct": { + "input_cost_per_token": 9.9902e-7, + "input_dbu_cost_per_token": 1.4286e-5, + "litellm_provider": "databricks", + "max_input_tokens": 8192, + "max_output_tokens": 8192, + "max_tokens": 8192, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 9.9902e-7, + "output_dbu_cost_per_token": 1.4286e-5, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "databricks/databricks-mpt-7b-instruct": { + "input_cost_per_token": 5.0001e-7, + "input_dbu_cost_per_token": 7.143e-6, + "litellm_provider": "databricks", + "max_input_tokens": 8192, + "max_output_tokens": 8192, + "max_tokens": 8192, + "metadata": { + "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation." + }, + "mode": "chat", + "output_cost_per_token": 0.0, + "output_dbu_cost_per_token": 0.0, + "source": "https://www.databricks.com/product/pricing/foundation-model-serving", + "supports_tool_choice": true + }, + "dataforseo/search": { + "input_cost_per_query": 0.003, + "litellm_provider": "dataforseo", + "mode": "search" + }, + "davinci-002": { + "input_cost_per_token": 2e-6, + "litellm_provider": "text-completion-openai", + "max_input_tokens": 16384, + "max_output_tokens": 4096, + "max_tokens": 16384, + "mode": "completion", + "output_cost_per_token": 2e-6 + }, + "deepgram/base": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/base-conversationalai": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/base-finance": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/base-general": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/base-meeting": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/base-phonecall": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/base-video": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/base-voicemail": { + "input_cost_per_second": 0.00020833, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0125/60 seconds = $0.00020833 per second", + "original_pricing_per_minute": 0.0125 + }, + "mode": "audio_transcription", + "output_cost_per_second": 0.0, + "source": "https://deepgram.com/pricing", + "supported_endpoints": ["/v1/audio/transcriptions"] + }, + "deepgram/enhanced": { + "input_cost_per_second": 0.00024167, + "litellm_provider": "deepgram", + "metadata": { + "calculation": "$0.0145/60 seconds 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"source": "https://fireworks.ai/pricing", + "supports_function_calling": false, + "supports_response_schema": true, + "supports_tool_choice": false + }, + "fireworks_ai/accounts/fireworks/models/qwen2p5-coder-32b-instruct": { + "input_cost_per_token": 9e-7, + "litellm_provider": "fireworks_ai", + "max_input_tokens": 4096, + "max_output_tokens": 4096, + "max_tokens": 4096, + "mode": "chat", + "output_cost_per_token": 9e-7, + "source": "https://fireworks.ai/pricing", + "supports_function_calling": false, + "supports_response_schema": true, + "supports_tool_choice": false + }, + "fireworks_ai/accounts/fireworks/models/yi-large": { + "input_cost_per_token": 3e-6, + "litellm_provider": "fireworks_ai", + "max_input_tokens": 32768, + "max_output_tokens": 32768, + "max_tokens": 32768, + "mode": "chat", + "output_cost_per_token": 3e-6, + "source": "https://fireworks.ai/pricing", + "supports_function_calling": false, + "supports_response_schema": true, + "supports_tool_choice": false + }, + 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"supports_tool_choice": true + }, + "ft:babbage-002": { + "input_cost_per_token": 4e-7, + "input_cost_per_token_batches": 2e-7, + "litellm_provider": "text-completion-openai", + "max_input_tokens": 16384, + "max_output_tokens": 4096, + "max_tokens": 16384, + "mode": "completion", + "output_cost_per_token": 4e-7, + "output_cost_per_token_batches": 2e-7 + }, + "ft:davinci-002": { + "input_cost_per_token": 2e-6, + "input_cost_per_token_batches": 1e-6, + "litellm_provider": "text-completion-openai", + "max_input_tokens": 16384, + "max_output_tokens": 4096, + "max_tokens": 16384, + "mode": "completion", + "output_cost_per_token": 2e-6, + "output_cost_per_token_batches": 1e-6 + }, + "ft:gpt-3.5-turbo": { + "input_cost_per_token": 3e-6, + "input_cost_per_token_batches": 1.5e-6, + "litellm_provider": "openai", + "max_input_tokens": 16385, + "max_output_tokens": 4096, + "max_tokens": 4096, + "mode": "chat", + "output_cost_per_token": 6e-6, + "output_cost_per_token_batches": 3e-6, + 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Defaulting to base model pricing", + "supports_function_calling": true, + "supports_system_messages": true, + "supports_tool_choice": true + }, + "ft:gpt-4o-2024-08-06": { + "input_cost_per_token": 3.75e-6, + "input_cost_per_token_batches": 1.875e-6, + "litellm_provider": "openai", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "output_cost_per_token_batches": 7.5e-6, + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_pdf_input": true, + "supports_response_schema": true, + "supports_system_messages": true, + "supports_tool_choice": true, + "supports_vision": true + }, + "ft:gpt-4o-2024-11-20": { + "cache_creation_input_token_cost": 1.875e-6, + "input_cost_per_token": 3.75e-6, + "litellm_provider": "openai", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + 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"https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_tool_choice": true + }, + "gemini-1.0-pro-002": { + "deprecation_date": "2025-04-09", + "input_cost_per_character": 1.25e-7, + "input_cost_per_image": 0.0025, + "input_cost_per_token": 5e-7, + "input_cost_per_video_per_second": 0.002, + "litellm_provider": "vertex_ai-language-models", + "max_input_tokens": 32760, + "max_output_tokens": 8192, + "max_tokens": 8192, + "mode": "chat", + "output_cost_per_character": 3.75e-7, + "output_cost_per_token": 1.5e-6, + "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_tool_choice": true + }, + "gemini-1.0-pro-vision": { + "input_cost_per_image": 0.0025, + "input_cost_per_token": 5e-7, + "litellm_provider": "vertex_ai-vision-models", + "max_images_per_prompt": 16, + "max_input_tokens": 16384, + "max_output_tokens": 2048, + "max_tokens": 2048, + "max_video_length": 2, + "max_videos_per_prompt": 1, + "mode": "chat", + "output_cost_per_token": 1.5e-6, + "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_tool_choice": true, + "supports_vision": true + }, + "gemini-1.0-pro-vision-001": { + "deprecation_date": "2025-04-09", + "input_cost_per_image": 0.0025, + "input_cost_per_token": 5e-7, + "litellm_provider": "vertex_ai-vision-models", + "max_images_per_prompt": 16, + "max_input_tokens": 16384, + "max_output_tokens": 2048, + "max_tokens": 2048, + "max_video_length": 2, + "max_videos_per_prompt": 1, + "mode": "chat", + "output_cost_per_token": 1.5e-6, + "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_tool_choice": true, + "supports_vision": true + }, + "gemini-1.0-ultra": { + "input_cost_per_character": 1.25e-7, + "input_cost_per_image": 0.0025, + "input_cost_per_token": 5e-7, + "input_cost_per_video_per_second": 0.002, + "litellm_provider": "vertex_ai-language-models", + "max_input_tokens": 8192, + "max_output_tokens": 2048, + "max_tokens": 8192, + "mode": "chat", + "output_cost_per_character": 3.75e-7, + "output_cost_per_token": 1.5e-6, + "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_tool_choice": true + }, + "gemini-1.0-ultra-001": { + "input_cost_per_character": 1.25e-7, + "input_cost_per_image": 0.0025, + "input_cost_per_token": 5e-7, + "input_cost_per_video_per_second": 0.002, + "litellm_provider": "vertex_ai-language-models", + "max_input_tokens": 8192, + "max_output_tokens": 2048, + "max_tokens": 8192, + "mode": "chat", + "output_cost_per_character": 3.75e-7, + "output_cost_per_token": 1.5e-6, + "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_tool_choice": true + }, + "gemini-1.5-flash": { + "input_cost_per_audio_per_second": 2e-6, + "input_cost_per_audio_per_second_above_128k_tokens": 4e-6, + "input_cost_per_character": 1.875e-8, + "input_cost_per_character_above_128k_tokens": 2.5e-7, + "input_cost_per_image": 2e-5, + "input_cost_per_image_above_128k_tokens": 4e-5, + "input_cost_per_token": 7.5e-8, + "input_cost_per_token_above_128k_tokens": 1e-6, + "input_cost_per_video_per_second": 2e-5, + "input_cost_per_video_per_second_above_128k_tokens": 4e-5, + "litellm_provider": "vertex_ai-language-models", + "max_audio_length_hours": 8.4, + "max_audio_per_prompt": 1, + "max_images_per_prompt": 3000, + "max_input_tokens": 1000000, + "max_output_tokens": 8192, + "max_pdf_size_mb": 30, + "max_tokens": 8192, + "max_video_length": 1, + "max_videos_per_prompt": 10, + "mode": "chat", + "output_cost_per_character": 7.5e-8, + "output_cost_per_character_above_128k_tokens": 1.5e-7, + "output_cost_per_token": 3e-7, + "output_cost_per_token_above_128k_tokens": 6e-7, + "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_response_schema": true, + "supports_system_messages": true, + "supports_tool_choice": true, + "supports_vision": true + }, + "gemini-1.5-flash-001": { + "deprecation_date": "2025-05-24", + "input_cost_per_audio_per_second": 2e-6, + "input_cost_per_audio_per_second_above_128k_tokens": 4e-6, + "input_cost_per_character": 1.875e-8, + "input_cost_per_character_above_128k_tokens": 2.5e-7, + "input_cost_per_image": 2e-5, + "input_cost_per_image_above_128k_tokens": 4e-5, + "input_cost_per_token": 7.5e-8, + "input_cost_per_token_above_128k_tokens": 1e-6, + "input_cost_per_video_per_second": 2e-5, + "input_cost_per_video_per_second_above_128k_tokens": 4e-5, + "litellm_provider": "vertex_ai-language-models", + "max_audio_length_hours": 8.4, + "max_audio_per_prompt": 1, + "max_images_per_prompt": 3000, + "max_input_tokens": 1000000, + "max_output_tokens": 8192, + "max_pdf_size_mb": 30, + "max_tokens": 8192, + "max_video_length": 1, + "max_videos_per_prompt": 10, + "mode": "chat", + "output_cost_per_character": 7.5e-8, + "output_cost_per_character_above_128k_tokens": 1.5e-7, + "output_cost_per_token": 3e-7, + "output_cost_per_token_above_128k_tokens": 6e-7, + "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_response_schema": true, + "supports_system_messages": true, + "supports_tool_choice": true, + "supports_vision": true + }, + "gemini-1.5-flash-002": { + "deprecation_date": "2025-09-24", + "input_cost_per_audio_per_second": 2e-6, + "input_cost_per_audio_per_second_above_128k_tokens": 4e-6, + "input_cost_per_character": 1.875e-8, + "input_cost_per_character_above_128k_tokens": 2.5e-7, + "input_cost_per_image": 2e-5, + "input_cost_per_image_above_128k_tokens": 4e-5, + "input_cost_per_token": 7.5e-8, + "input_cost_per_token_above_128k_tokens": 1e-6, + "input_cost_per_video_per_second": 2e-5, + "input_cost_per_video_per_second_above_128k_tokens": 4e-5, + "litellm_provider": "vertex_ai-language-models", + "max_audio_length_hours": 8.4, + "max_audio_per_prompt": 1, + "max_images_per_prompt": 3000, + "max_input_tokens": 1048576, + "max_output_tokens": 8192, + "max_pdf_size_mb": 30, + "max_tokens": 8192, + "max_video_length": 1, + "max_videos_per_prompt": 10, + "mode": "chat", + "output_cost_per_character": 7.5e-8, + "output_cost_per_character_above_128k_tokens": 1.5e-7, + "output_cost_per_token": 3e-7, + "output_cost_per_token_above_128k_tokens": 6e-7, + "source": 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true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-beta": { + "input_cost_per_token": 3e-6, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-fast-beta": { + "input_cost_per_token": 5e-6, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 2.5e-5, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-fast-latest": { + "input_cost_per_token": 5e-6, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 2.5e-5, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-latest": { + "input_cost_per_token": 3e-6, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-mini": { + "input_cost_per_token": 3e-7, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 5e-7, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-mini-beta": { + "input_cost_per_token": 3e-7, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 5e-7, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-mini-fast": { + "input_cost_per_token": 6e-7, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 4e-6, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-mini-fast-beta": { + "input_cost_per_token": 6e-7, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 4e-6, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-mini-fast-latest": { + "input_cost_per_token": 6e-7, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 4e-6, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-3-mini-latest": { + "input_cost_per_token": 3e-7, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 5e-7, + "source": "https://x.ai/api#pricing", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_response_schema": false, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-4": { + "input_cost_per_token": 3e-6, + "litellm_provider": "xai", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-4-fast-reasoning": { + "litellm_provider": "xai", + "max_input_tokens": 2e6, + "max_output_tokens": 2e6, + "max_tokens": 2e6, + "mode": "chat", + "input_cost_per_token": 0.2e-6, + "input_cost_per_token_above_128k_tokens": 0.4e-6, + "output_cost_per_token": 0.5e-6, + "output_cost_per_token_above_128k_tokens": 1e-6, + "cache_read_input_token_cost": 0.05e-6, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-4-fast-non-reasoning": { + "litellm_provider": "xai", + "max_input_tokens": 2e6, + "max_output_tokens": 2e6, + "cache_read_input_token_cost": 0.05e-6, + "max_tokens": 2e6, + "mode": "chat", + "input_cost_per_token": 0.2e-6, + "input_cost_per_token_above_128k_tokens": 0.4e-6, + "output_cost_per_token": 0.5e-6, + "output_cost_per_token_above_128k_tokens": 1e-6, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-4-0709": { + "input_cost_per_token": 3e-6, + "input_cost_per_token_above_128k_tokens": 6e-6, + "litellm_provider": "xai", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "output_cost_per_token_above_128k_tokens": 30e-6, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-4-latest": { + "input_cost_per_token": 3e-6, + "input_cost_per_token_above_128k_tokens": 6e-6, + "litellm_provider": "xai", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "output_cost_per_token_above_128k_tokens": 30e-6, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_web_search": true + }, + "xai/grok-beta": { + "input_cost_per_token": 5e-6, + "litellm_provider": "xai", + "max_input_tokens": 131072, + "max_output_tokens": 131072, + "max_tokens": 131072, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "supports_function_calling": true, + "supports_tool_choice": true, + "supports_vision": true, + "supports_web_search": true + }, + "xai/grok-code-fast": { + "cache_read_input_token_cost": 2e-8, + "input_cost_per_token": 2e-7, + "litellm_provider": "xai", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 1.5e-6, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true + }, + "xai/grok-code-fast-1": { + "cache_read_input_token_cost": 2e-8, + "input_cost_per_token": 2e-7, + "litellm_provider": "xai", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 1.5e-6, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true + }, + "xai/grok-code-fast-1-0825": { + "cache_read_input_token_cost": 2e-8, + "input_cost_per_token": 2e-7, + "litellm_provider": "xai", + "max_input_tokens": 256000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 1.5e-6, + "source": "https://docs.x.ai/docs/models", + "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true + }, + "xai/grok-vision-beta": { + "input_cost_per_image": 5e-6, + "input_cost_per_token": 5e-6, + "litellm_provider": "xai", + "max_input_tokens": 8192, + "max_output_tokens": 8192, + "max_tokens": 8192, + "mode": "chat", + "output_cost_per_token": 1.5e-5, + "supports_function_calling": true, + "supports_tool_choice": true, + "supports_vision": true, + "supports_web_search": true + }, + "vertex_ai/search_api": { + "input_cost_per_query": 1.5e-3, + "litellm_provider": "vertex_ai", + "mode": "vector_store" + }, + "openai/sora-2": { + "litellm_provider": "openai", + "mode": "video_generation", + "output_cost_per_video_per_second": 0.1, + "source": "https://platform.openai.com/docs/api-reference/videos", + "supported_modalities": ["text", "image"], + "supported_output_modalities": ["video"], + "supported_resolutions": ["720x1280", "1280x720"] + }, + "openai/sora-2-pro": { + "litellm_provider": "openai", + "mode": "video_generation", + "output_cost_per_video_per_second": 0.3, + "source": "https://platform.openai.com/docs/api-reference/videos", + "supported_modalities": ["text", "image"], + "supported_output_modalities": ["video"], + "supported_resolutions": ["720x1280", "1280x720"] + }, + "azure/sora-2": { + "litellm_provider": "azure", + "mode": "video_generation", + "output_cost_per_video_per_second": 0.1, + "source": "https://azure.microsoft.com/en-us/products/ai-services/video-generation", + "supported_modalities": ["text"], + "supported_output_modalities": ["video"], + "supported_resolutions": ["720x1280", "1280x720"] + }, + "azure/sora-2-pro": { + "litellm_provider": "azure", + "mode": "video_generation", + "output_cost_per_video_per_second": 0.3, + "source": "https://azure.microsoft.com/en-us/products/ai-services/video-generation", + "supported_modalities": ["text"], + "supported_output_modalities": ["video"], + "supported_resolutions": ["720x1280", "1280x720"] + }, + "azure/sora-2-pro-high-res": { + "litellm_provider": "azure", + "mode": "video_generation", + "output_cost_per_video_per_second": 0.5, + "source": "https://azure.microsoft.com/en-us/products/ai-services/video-generation", + "supported_modalities": ["text"], + "supported_output_modalities": ["video"], + "supported_resolutions": ["1024x1792", "1792x1024"] + } } diff --git a/src/actions/providers.ts b/src/actions/providers.ts index 30a64e4d5..984599ae0 100644 --- a/src/actions/providers.ts +++ b/src/actions/providers.ts @@ -20,6 +20,7 @@ import { saveProviderCircuitConfig, deleteProviderCircuitConfig, } from "@/lib/redis/circuit-breaker-config"; +import { isValidProxyUrl } from "@/lib/proxy-agent"; // 获取服务商数据 export async function getProviders(): Promise { @@ -124,6 +125,8 @@ export async function getProviders(): Promise { circuitBreakerFailureThreshold: provider.circuitBreakerFailureThreshold, circuitBreakerOpenDuration: provider.circuitBreakerOpenDuration, circuitBreakerHalfOpenSuccessThreshold: provider.circuitBreakerHalfOpenSuccessThreshold, + proxyUrl: provider.proxyUrl, + proxyFallbackToDirect: provider.proxyFallbackToDirect, tpm: provider.tpm, rpm: provider.rpm, rpd: provider.rpd, @@ -171,6 +174,8 @@ export async function addProvider(data: { circuit_breaker_failure_threshold?: number; circuit_breaker_open_duration?: number; circuit_breaker_half_open_success_threshold?: number; + proxy_url?: string | null; + proxy_fallback_to_direct?: boolean; tpm: number | null; rpm: number | null; rpd: number | null; @@ -186,8 +191,17 @@ export async function addProvider(data: { name: data.name, url: data.url, provider_type: data.provider_type, + proxy_url: data.proxy_url ? "***" : null, }); + // 验证代理 URL 格式 + if (data.proxy_url && !isValidProxyUrl(data.proxy_url)) { + return { + ok: false, + error: "代理地址格式无效，支持格式: http://, https://, socks5://, socks4://", + }; + } + const validated = CreateProviderSchema.parse(data); logger.trace("addProvider:validated", { name: validated.name }); @@ -201,6 +215,8 @@ export async function addProvider(data: { circuit_breaker_open_duration: validated.circuit_breaker_open_duration ?? 1800000, circuit_breaker_half_open_success_threshold: validated.circuit_breaker_half_open_success_threshold ?? 2, + proxy_url: validated.proxy_url ?? null, + proxy_fallback_to_direct: validated.proxy_fallback_to_direct ?? false, tpm: validated.tpm ?? null, rpm: validated.rpm ?? null, rpd: validated.rpd ?? null, @@ -264,6 +280,8 @@ export async function editProvider( circuit_breaker_failure_threshold?: number; circuit_breaker_open_duration?: number; circuit_breaker_half_open_success_threshold?: number; + proxy_url?: string | null; + proxy_fallback_to_direct?: boolean; tpm?: number | null; rpm?: number | null; rpd?: number | null; @@ -276,6 +294,14 @@ export async function editProvider( return { ok: false, error: "无权限执行此操作" }; } + // 验证代理 URL 格式 + if (data.proxy_url && !isValidProxyUrl(data.proxy_url)) { + return { + ok: false, + error: "代理地址格式无效，支持格式: http://, https://, socks5://, socks4://", + }; + } + const validated = UpdateProviderSchema.parse(data); const provider = await updateProvider(providerId, validated); @@ -483,3 +509,131 @@ export async function getProviderLimitUsage(providerId: number): Promise< return { ok: false, error: message }; } } + +/** + * 测试代理连接 + * 通过代理访问供应商 URL，验证代理配置是否正确 + */ +export async function testProviderProxy(data: { + providerUrl: string; + proxyUrl?: string | null; + proxyFallbackToDirect?: boolean; +}): Promise< + ActionResult<{ + success: boolean; + message: string; + details?: { + statusCode?: number; + responseTime?: number; + usedProxy?: boolean; + proxyUrl?: string; + error?: string; + errorType?: string; + }; + }> +> { + try { + const session = await getSession(); + if (!session || session.user.role !== "admin") { + return { ok: false, error: "无权限执行此操作" }; + } + + // 验证代理 URL 格式 + if (data.proxyUrl && !isValidProxyUrl(data.proxyUrl)) { + return { + ok: true, + data: { + success: false, + message: "代理地址格式无效", + details: { + error: "支持格式: http://, https://, socks5://, socks4://", + errorType: "InvalidProxyUrl", + }, + }, + }; + } + + const startTime = Date.now(); + + // 导入代理工厂函数 + const { createProxyAgentForProvider } = await import("@/lib/proxy-agent"); + + // 构造临时 Provider 对象（用于创建代理 agent） + const tempProvider = { + id: -1, + proxyUrl: data.proxyUrl, + proxyFallbackToDirect: data.proxyFallbackToDirect ?? false, + // eslint-disable-next-line @typescript-eslint/no-explicit-any + } as any; + + try { + // 创建代理配置 + const proxyConfig = createProxyAgentForProvider(tempProvider, data.providerUrl); + + // 扩展 RequestInit 类型 + interface UndiciFetchOptions extends RequestInit { + dispatcher?: unknown; + } + + const init: UndiciFetchOptions = { + method: "HEAD", // 使用 HEAD 请求，减少流量 + signal: AbortSignal.timeout(5000), // 5 秒超时 + }; + + // 应用代理配置 + if (proxyConfig) { + init.dispatcher = proxyConfig.agent; + } + + // 发起测试请求 + const response = await fetch(data.providerUrl, init); + const responseTime = Date.now() - startTime; + + return { + ok: true, + data: { + success: true, + message: `成功连接到 ${new URL(data.providerUrl).hostname}`, + details: { + statusCode: response.status, + responseTime, + usedProxy: !!proxyConfig, + proxyUrl: proxyConfig?.proxyUrl, + }, + }, + }; + } catch (error) { + const responseTime = Date.now() - startTime; + const err = error as Error & { code?: string }; + + // 判断错误类型 + const isProxyError = + err.message.includes("proxy") || + err.message.includes("ECONNREFUSED") || + err.message.includes("ENOTFOUND") || + err.message.includes("ETIMEDOUT"); + + const errorType = + err.name === "AbortError" ? "Timeout" : isProxyError ? "ProxyError" : "NetworkError"; + + return { + ok: true, + data: { + success: false, + message: `连接失败: ${err.message}`, + details: { + responseTime, + usedProxy: !!data.proxyUrl, + proxyUrl: data.proxyUrl ?? undefined, + error: err.message, + errorType, + }, + }, + }; + } + } catch (error) { + logger.error("测试代理连接失败:", error); + const message = error instanceof Error ? error.message : "测试代理连接失败"; + return { ok: false, error: message }; + } +} diff --git a/src/app/settings/providers/_components/forms/provider-form.tsx b/src/app/settings/providers/_components/forms/provider-form.tsx index 33b77831e..7902d83ef 100644 --- a/src/app/settings/providers/_components/forms/provider-form.tsx +++ b/src/app/settings/providers/_components/forms/provider-form.tsx @@ -30,6 +30,7 @@ import { PROVIDER_DEFAULTS } from "@/lib/constants/provider.constants"; import { toast } from "sonner"; import { ModelMultiSelect } from "../model-multi-select"; import { ModelRedirectEditor } from "../model-redirect-editor"; +import { ProxyTestButton } from "./proxy-test-button"; type Mode = "create" | "edit"; @@ -100,6 +101,12 @@ export function ProviderForm({ sourceProvider?.circuitBreakerHalfOpenSuccessThreshold ); + // 代理配置 + const [proxyUrl, setProxyUrl] = useState(sourceProvider?.proxyUrl ?? ""); + const [proxyFallbackToDirect, setProxyFallbackToDirect] = useState( + sourceProvider?.proxyFallbackToDirect ?? false + ); + const handleSubmit = (e: React.FormEvent) => { e.preventDefault(); @@ -137,6 +144,8 @@ export function ProviderForm({ circuit_breaker_failure_threshold?: number; circuit_breaker_open_duration?: number; circuit_breaker_half_open_success_threshold?: number; + proxy_url?: string | null; + proxy_fallback_to_direct?: boolean; tpm?: number | null; rpm?: number | null; rpd?: number | null; @@ -161,6 +170,8 @@ export function ProviderForm({ ? openDurationMinutes * 60000 : 1800000, circuit_breaker_half_open_success_threshold: halfOpenSuccessThreshold ?? 2, + proxy_url: proxyUrl.trim() || null, + proxy_fallback_to_direct: proxyFallbackToDirect, tpm: null, rpm: null, rpd: null, @@ -198,6 +209,8 @@ export function ProviderForm({ ? openDurationMinutes * 60000 : 1800000, circuit_breaker_half_open_success_threshold: halfOpenSuccessThreshold ?? 2, + proxy_url: proxyUrl.trim() || null, + proxy_fallback_to_direct: proxyFallbackToDirect, tpm: null, rpm: null, rpd: null, @@ -230,6 +243,8 @@ export function ProviderForm({ setFailureThreshold(5); setOpenDurationMinutes(30); setHalfOpenSuccessThreshold(2); + setProxyUrl(""); + setProxyFallbackToDirect(false); } onSuccess?.(); } catch (error) { @@ -432,7 +447,9 @@ export function ProviderForm({
+ {/* 代理配置 */} +
+
+
代理配置
+

+ 配置代理服务器以改善供应商连接性（支持 HTTP、HTTPS、SOCKS4、SOCKS5） +

+
+ +
+ {/* 代理地址输入 */} +
+ + setProxyUrl(e.target.value)} + placeholder="例如: http://proxy.example.com:8080 或 socks5://127.0.0.1:1080" + disabled={isPending} + /> +

+ 支持格式: http://、 + https://、 + socks4://、 + socks5:// +

+
+ + {/* 降级策略开关 */} +
+
+
+ +

+ 启用后，代理连接失败时自动尝试直接连接供应商 +

+
+ +
+
+ + {/* 测试连接按钮 */} +
+ + +

+ 测试通过配置的代理访问供应商 URL（使用 HEAD 请求，不消耗额度） +

+
+
+
+ {isEdit ? (
diff --git a/src/app/settings/providers/_components/forms/proxy-test-button.tsx b/src/app/settings/providers/_components/forms/proxy-test-button.tsx new file mode 100644 index 000000000..1d0e12b65 --- /dev/null +++ b/src/app/settings/providers/_components/forms/proxy-test-button.tsx @@ -0,0 +1,179 @@ +"use client"; + +import { useState } from "react"; +import { Button } from "@/components/ui/button"; +import { Loader2, CheckCircle2, XCircle, Activity } from "lucide-react"; +import { testProviderProxy } from "@/actions/providers"; +import { toast } from "sonner"; + +interface ProxyTestButtonProps { + providerUrl: string; + proxyUrl?: string | null; + proxyFallbackToDirect?: boolean; + disabled?: boolean; +} + +/** + * 代理连接测试按钮组件 + * + * 通过配置的代理访问供应商 URL，验证代理配置是否正确 + */ +export function ProxyTestButton({ + providerUrl, + proxyUrl, + proxyFallbackToDirect = false, + disabled = false, +}: ProxyTestButtonProps) { + const [isTesting, setIsTesting] = useState(false); + const [testResult, setTestResult] = useState<{ + success: boolean; + message: string; + details?: { + statusCode?: number; + responseTime?: number; + usedProxy?: boolean; + proxyUrl?: string; + error?: string; + errorType?: string; + }; + } | null>(null); + + const handleTest = async () => { + // 验证必填字段 + if (!providerUrl.trim()) { + toast.error("请先填写供应商 URL"); + return; + } + + setIsTesting(true); + setTestResult(null); + + try { + const response = await testProviderProxy({ + providerUrl: providerUrl.trim(), + proxyUrl: proxyUrl?.trim() || null, + proxyFallbackToDirect, + }); + + if (!response.ok) { + toast.error(response.error || "测试失败"); + return; + } + + if (!response.data) { + toast.error("测试成功但未返回结果"); + return; + } + + setTestResult(response.data); + + // 显示测试结果 + if (response.data.success) { + const details = response.data.details; + const proxyUsed = details?.usedProxy ? "（通过代理）" : "（直连）"; + const responseTime = details?.responseTime ? `${details.responseTime}ms` : "N/A"; + + toast.success(`连接成功 ${proxyUsed}`, { + description: `响应时间: ${responseTime}${details?.statusCode ? ` | 状态码: ${details.statusCode}` : ""}`, + }); + } else { + const errorType = response.data.details?.errorType; + const errorMessage = response.data.details?.error || response.data.message; + + toast.error("连接失败", { + description: + errorType === "Timeout" + ? "连接超时（5秒）。请检查：\n1. 代理服务器是否可访问\n2. 代理地址和端口是否正确\n3. 代理认证信息是否正确" + : errorType === "ProxyError" + ? `代理错误: ${errorMessage}` + : `网络错误: ${errorMessage}`, + duration: 5000, // 延长显示时间，让用户看清楚诊断提示 + }); + } + } catch (error) { + console.error("测试代理连接失败:", error); + toast.error("测试失败，请重试"); + } finally { + setIsTesting(false); + } + }; + + // 确定按钮图标和样式 + const getButtonContent = () => { + if (isTesting) { + return ( + <> + + 测试中... + + ); + } + + if (testResult) { + if (testResult.success) { + return ( + <> + + 连接成功 + + ); + } else { + return ( + <> + + 连接失败 + + ); + } + } + + return ( + <> + + 测试连接 + + ); + }; + + return ( +
+ + + {/* 显示详细测试结果 */} + {testResult && !isTesting && ( +
+
{testResult.message}
+ {testResult.details && ( +
+ {testResult.details.statusCode &&
状态码: {testResult.details.statusCode}
} + {testResult.details.responseTime !== undefined && ( +
响应时间: {testResult.details.responseTime}ms
+ )} + {testResult.details.usedProxy !== undefined && ( +
+ 连接方式: {testResult.details.usedProxy ? "代理" : "直连"} + {testResult.details.proxyUrl && ` (${testResult.details.proxyUrl})`} +
+ )} + {testResult.details.errorType &&
错误类型: {testResult.details.errorType}
} +
+ )} +
+ )} +
+ ); +} diff --git a/src/app/v1/_lib/proxy/forwarder.ts b/src/app/v1/_lib/proxy/forwarder.ts index f31863b16..a73ccce15 100644 --- a/src/app/v1/_lib/proxy/forwarder.ts +++ b/src/app/v1/_lib/proxy/forwarder.ts @@ -16,6 +16,8 @@ import { defaultRegistry } from "../converters"; import type { Format } from "../converters/types"; import { mapClientFormatToTransformer, mapProviderTypeToTransformer } from "./format-mapper"; import { isOfficialCodexClient, sanitizeCodexRequest } from "../codex/utils/request-sanitizer"; +import { createProxyAgentForProvider } from "@/lib/proxy-agent"; +import type { Dispatcher } from "undici"; const MAX_RETRY_ATTEMPTS = 3; @@ -428,13 +430,31 @@ export class ProxyForwarder { } } - const init: RequestInit = { + // ⭐ 扩展 RequestInit 类型以支持 undici dispatcher + interface UndiciFetchOptions extends RequestInit { + dispatcher?: Dispatcher; + } + + const init: UndiciFetchOptions = { method: session.method, headers: processedHeaders, signal: session.clientAbortSignal || undefined, // 传递客户端中断信号 ...(requestBody ? { body: requestBody } : {}), }; + // ⭐ 应用代理配置（如果配置了） + const proxyConfig = createProxyAgentForProvider(provider, proxyUrl); + if (proxyConfig) { + init.dispatcher = proxyConfig.agent; + logger.info("ProxyForwarder: Using proxy", { + providerId: provider.id, + providerName: provider.name, + proxyUrl: proxyConfig.proxyUrl, + fallbackToDirect: proxyConfig.fallbackToDirect, + targetUrl: new URL(proxyUrl).origin, + }); + } + (init as Record).verbose = true; let response: Response; @@ -466,28 +486,101 @@ export class ProxyForwarder { ); } - logger.error("ProxyForwarder: Fetch failed", { - providerId: provider.id, - providerName: provider.name, - proxyUrl: new URL(proxyUrl).origin, // 只记录域名，隐藏查询参数和 API Key - - // ⭐ 详细错误信息（关键诊断字段） - errorType: err.constructor.name, - errorName: err.name, - errorMessage: err.message, - errorCode: err.code, // ⭐ 如 'ENOTFOUND'（DNS失败）、'ECONNREFUSED'（连接拒绝）、'ETIMEDOUT'（超时）、'ECONNRESET'（连接重置） - errorSyscall: err.syscall, // ⭐ 如 'getaddrinfo'（DNS查询）、'connect'（TCP连接） - errorErrno: err.errno, - errorCause: err.cause, - errorStack: err.stack?.split("\n").slice(0, 3).join("\n"), // 前3行堆栈 - - // 请求上下文 - method: session.method, - hasBody: !!requestBody, - bodySize: requestBody ? JSON.stringify(requestBody).length : 0, - }); + // ⭐ 代理相关错误处理（如果配置了代理） + if (proxyConfig) { + const isProxyError = + err.message.includes("proxy") || + err.message.includes("ECONNREFUSED") || + err.message.includes("ENOTFOUND") || + err.message.includes("ETIMEDOUT"); + + if (isProxyError) { + logger.error("ProxyForwarder: Proxy connection failed", { + providerId: provider.id, + providerName: provider.name, + proxyUrl: proxyConfig.proxyUrl, + fallbackToDirect: proxyConfig.fallbackToDirect, + errorType: err.constructor.name, + errorMessage: err.message, + errorCode: err.code, + }); + + // 如果配置了降级到直连，尝试不使用代理 + if (proxyConfig.fallbackToDirect) { + logger.warn("ProxyForwarder: Falling back to direct connection", { + providerId: provider.id, + providerName: provider.name, + }); - throw fetchError; + // 创建新的配置对象，不包含 dispatcher + const fallbackInit = { ...init }; + delete fallbackInit.dispatcher; + try { + response = await fetch(proxyUrl, fallbackInit); + logger.info("ProxyForwarder: Direct connection succeeded after proxy failure", { + providerId: provider.id, + providerName: provider.name, + }); + // 成功后跳过 throw，继续执行后续逻辑 + } catch (directError) { + // 直连也失败，抛出原始错误 + logger.error("ProxyForwarder: Direct connection also failed", { + providerId: provider.id, + error: directError, + }); + throw fetchError; // 抛出原始代理错误 + } + } else { + // 不降级，直接抛出代理错误 + throw new ProxyError(`Proxy connection failed: ${err.message}`, 500); + } + } else { + // 非代理相关错误，记录详细信息后抛出 + logger.error("ProxyForwarder: Fetch failed (with proxy configured)", { + providerId: provider.id, + providerName: provider.name, + proxyUrl: new URL(proxyUrl).origin, + proxyConfigured: proxyConfig.proxyUrl, + errorType: err.constructor.name, + errorName: err.name, + errorMessage: err.message, + errorCode: err.code, + errorSyscall: err.syscall, + errorErrno: err.errno, + errorCause: err.cause, + errorStack: err.stack?.split("\n").slice(0, 3).join("\n"), + method: session.method, + hasBody: !!requestBody, + bodySize: requestBody ? JSON.stringify(requestBody).length : 0, + }); + + throw fetchError; + } + } else { + // 未使用代理，原有错误处理逻辑 + logger.error("ProxyForwarder: Fetch failed", { + providerId: provider.id, + providerName: provider.name, + proxyUrl: new URL(proxyUrl).origin, // 只记录域名，隐藏查询参数和 API Key + + // ⭐ 详细错误信息（关键诊断字段） + errorType: err.constructor.name, + errorName: err.name, + errorMessage: err.message, + errorCode: err.code, // ⭐ 如 'ENOTFOUND'（DNS失败）、'ECONNREFUSED'（连接拒绝）、'ETIMEDOUT'（超时）、'ECONNRESET'（连接重置） + errorSyscall: err.syscall, // ⭐ 如 'getaddrinfo'（DNS查询）、'connect'（TCP连接） + errorErrno: err.errno, + errorCause: err.cause, + errorStack: err.stack?.split("\n").slice(0, 3).join("\n"), // 前3行堆栈 + + // 请求上下文 + method: session.method, + hasBody: !!requestBody, + bodySize: requestBody ? JSON.stringify(requestBody).length : 0, + }); + + throw fetchError; + } } // 检查 HTTP 错误状态（4xx/5xx 均视为失败，触发重试） diff --git a/src/drizzle/schema.ts b/src/drizzle/schema.ts index 48b1ce78e..a8d03f050 100644 --- a/src/drizzle/schema.ts +++ b/src/drizzle/schema.ts @@ -110,6 +110,10 @@ export const providers = pgTable('providers', { circuitBreakerOpenDuration: integer('circuit_breaker_open_duration').default(1800000), // 30分钟（毫秒） circuitBreakerHalfOpenSuccessThreshold: integer('circuit_breaker_half_open_success_threshold').default(2), + // 代理配置（支持 HTTP/HTTPS/SOCKS5） + proxyUrl: varchar('proxy_url', { length: 512 }), + proxyFallbackToDirect: boolean('proxy_fallback_to_direct').default(false), + // 废弃（保留向后兼容，但不再使用） tpm: integer('tpm').default(0), rpm: integer('rpm').default(0), diff --git a/src/lib/config/env.schema.ts b/src/lib/config/env.schema.ts index 37bb844d5..2c97dc713 100644 --- a/src/lib/config/env.schema.ts +++ b/src/lib/config/env.schema.ts @@ -1,5 +1,12 @@ import { z } from "zod"; +/** + * 布尔值转换函数 + * - 将字符串 "false" 和 "0" 转换为 false + * - 其他所有值转换为 true + */ +const booleanTransform = (s: string) => s !== "false" && s !== "0"; + /** * 环境变量验证schema */ @@ -17,16 +24,19 @@ export const EnvSchema = z.object({ if (val === "change-me") return undefined; return val; }, z.string().min(1, "管理员令牌不能为空").optional()), - AUTO_MIGRATE: z.coerce.boolean().default(true), + // ⚠️ 注意: 不要使用 z.coerce.boolean(),它会把字符串 "false" 转换为 true! + // 原因: Boolean("false") === true (任何非空字符串都是 truthy) + // 正确做法: 使用 transform 显式处理 "false" 和 "0" 字符串 + AUTO_MIGRATE: z.string().default("true").transform(booleanTransform), PORT: z.coerce.number().default(23000), REDIS_URL: z.string().optional(), - ENABLE_RATE_LIMIT: z.coerce.boolean().default(true), - ENABLE_SECURE_COOKIES: z.coerce.boolean().default(true), + ENABLE_RATE_LIMIT: z.string().default("true").transform(booleanTransform), + ENABLE_SECURE_COOKIES: z.string().default("true").transform(booleanTransform), SESSION_TTL: z.coerce.number().default(300), - DEBUG_MODE: z.coerce.boolean().default(false), + DEBUG_MODE: z.string().default("false").transform(booleanTransform), LOG_LEVEL: z.enum(["fatal", "error", "warn", "info", "debug", "trace"]).default("info"), TZ: z.string().default("Asia/Shanghai"), - ENABLE_MULTI_PROVIDER_TYPES: z.coerce.boolean().default(false), + ENABLE_MULTI_PROVIDER_TYPES: z.string().default("false").transform(booleanTransform), }); /** diff --git a/src/lib/proxy-agent.ts b/src/lib/proxy-agent.ts new file mode 100644 index 000000000..50a29f452 --- /dev/null +++ b/src/lib/proxy-agent.ts @@ -0,0 +1,147 @@ +import { ProxyAgent } from "undici"; +import { SocksProxyAgent } from "socks-proxy-agent"; +import type { Provider } from "@/types/provider"; +import { logger } from "./logger"; + +/** + * 代理配置结果 + */ +export interface ProxyConfig { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + agent: ProxyAgent | SocksProxyAgent | any; // any to support non-undici agents + fallbackToDirect: boolean; + proxyUrl: string; +} + +/** + * 为供应商创建代理 Agent（如果配置了代理） + * + * 支持协议： + * - http:// - HTTP 代理 + * - https:// - HTTPS 代理 + * - socks5:// - SOCKS5 代理 + * - socks4:// - SOCKS4 代理 + * + * @param provider 供应商配置 + * @param targetUrl 目标请求 URL + * @returns 代理配置对象，如果未配置代理则返回 null + */ +export function createProxyAgentForProvider( + provider: Provider, + targetUrl: string +): ProxyConfig | null { + // 未配置代理 + if (!provider.proxyUrl) { + return null; + } + + const proxyUrl = provider.proxyUrl.trim(); + if (!proxyUrl) { + return null; + } + + try { + // 解析代理 URL（验证格式） + const parsedProxy = new URL(proxyUrl); + + // 根据协议选择 Agent + let agent: ProxyAgent | SocksProxyAgent; + + if (parsedProxy.protocol === "socks5:" || parsedProxy.protocol === "socks4:") { + // SOCKS 代理 + agent = new SocksProxyAgent(proxyUrl); + logger.debug("SOCKS ProxyAgent created", { + providerId: provider.id, + providerName: provider.name, + protocol: parsedProxy.protocol, + proxyHost: parsedProxy.hostname, + proxyPort: parsedProxy.port, + targetUrl: new URL(targetUrl).origin, + }); + } else if (parsedProxy.protocol === "http:" || parsedProxy.protocol === "https:") { + // HTTP/HTTPS 代理（使用 undici） + agent = new ProxyAgent(proxyUrl); + logger.debug("HTTP/HTTPS ProxyAgent created", { + providerId: provider.id, + providerName: provider.name, + protocol: parsedProxy.protocol, + proxyHost: parsedProxy.hostname, + proxyPort: parsedProxy.port, + targetUrl: new URL(targetUrl).origin, + }); + } else { + throw new Error( + `Unsupported proxy protocol: ${parsedProxy.protocol}. Supported protocols: http://, https://, socks5://, socks4://` + ); + } + + return { + agent, + fallbackToDirect: provider.proxyFallbackToDirect ?? false, + proxyUrl: maskProxyUrl(proxyUrl), + }; + } catch (error) { + logger.error("Failed to create ProxyAgent", { + providerId: provider.id, + providerName: provider.name, + proxyUrl: maskProxyUrl(proxyUrl), + error: error instanceof Error ? error.message : String(error), + }); + + // 代理配置错误，直接抛出异常（不降级） + throw new Error( + `Invalid proxy configuration: ${error instanceof Error ? error.message : String(error)}` + ); + } +} + +/** + * 脱敏代理 URL（隐藏密码） + * 示例：http://user:pass@proxy.com:8080 -> http://user:***@proxy.com:8080 + * + * @param proxyUrl 原始代理 URL + * @returns 脱敏后的代理 URL + */ +export function maskProxyUrl(proxyUrl: string): string { + try { + const url = new URL(proxyUrl); + if (url.password) { + url.password = "***"; + } + return url.toString(); + } catch { + // 如果 URL 解析失败，使用正则替换 + return proxyUrl.replace(/:([^:@]+)@/, ":***@"); + } +} + +/** + * 验证代理 URL 格式是否合法 + * + * @param proxyUrl 代理 URL + * @returns 是否合法 + */ +export function isValidProxyUrl(proxyUrl: string): boolean { + if (!proxyUrl || !proxyUrl.trim()) { + return false; + } + + try { + const url = new URL(proxyUrl.trim()); + + // 检查协议 + const supportedProtocols = ["http:", "https:", "socks5:", "socks4:"]; + if (!supportedProtocols.includes(url.protocol)) { + return false; + } + + // 必须有 hostname + if (!url.hostname) { + return false; + } + + return true; + } catch { + return false; + } +} diff --git a/src/lib/validation/schemas.ts b/src/lib/validation/schemas.ts index 42e776533..7b74f053f 100644 --- a/src/lib/validation/schemas.ts +++ b/src/lib/validation/schemas.ts @@ -163,6 +163,9 @@ export const CreateProviderSchema = z.object({ .min(1, "恢复阈值不能少于1次") .max(10, "恢复阈值不能超过10次") .optional(), + // 代理配置 + proxy_url: z.string().max(512, "代理地址长度不能超过512个字符").nullable().optional(), + proxy_fallback_to_direct: z.boolean().optional().default(false), // 废弃字段（保留向后兼容，不再验证范围） tpm: z.number().int().nullable().optional(), rpm: z.number().int().nullable().optional(), @@ -244,6 +247,9 @@ export const UpdateProviderSchema = z .min(1, "恢复阈值不能少于1次") .max(10, "恢复阈值不能超过10次") .optional(), + // 代理配置 + proxy_url: z.string().max(512, "代理地址长度不能超过512个字符").nullable().optional(), + proxy_fallback_to_direct: z.boolean().optional(), // 废弃字段（保留向后兼容，不再验证范围） tpm: z.number().int().nullable().optional(), rpm: z.number().int().nullable().optional(), diff --git a/src/types/provider.ts b/src/types/provider.ts index a5856e951..c175c2cc9 100644 --- a/src/types/provider.ts +++ b/src/types/provider.ts @@ -40,6 +40,10 @@ export interface Provider { circuitBreakerOpenDuration: number; // 毫秒 circuitBreakerHalfOpenSuccessThreshold: number; + // 代理配置（支持 HTTP/HTTPS/SOCKS5） + proxyUrl: string | null; + proxyFallbackToDirect: boolean; + // 废弃（保留向后兼容，但不再使用） // TPM (Tokens Per Minute): 每分钟可处理的文本总量 tpm: number | null; @@ -83,6 +87,9 @@ export interface ProviderDisplay { circuitBreakerFailureThreshold: number; circuitBreakerOpenDuration: number; // 毫秒 circuitBreakerHalfOpenSuccessThreshold: number; + // 代理配置 + proxyUrl: string | null; + proxyFallbackToDirect: boolean; // 废弃字段（保留向后兼容） tpm: number | null; rpm: number | null; @@ -128,6 +135,10 @@ export interface CreateProviderData { circuit_breaker_open_duration?: number; // 毫秒 circuit_breaker_half_open_success_threshold?: number; + // 代理配置（支持 HTTP/HTTPS/SOCKS5） + proxy_url?: string | null; + proxy_fallback_to_direct?: boolean; + // 废弃字段（保留向后兼容） // TPM (Tokens Per Minute): 每分钟可处理的文本总量 tpm: number | null; @@ -170,6 +181,10 @@ export interface UpdateProviderData { circuit_breaker_open_duration?: number; // 毫秒 circuit_breaker_half_open_success_threshold?: number; + // 代理配置（支持 HTTP/HTTPS/SOCKS5） + proxy_url?: string | null; + proxy_fallback_to_direct?: boolean; + // 废弃字段（保留向后兼容） // TPM (Tokens Per Minute): 每分钟可处理的文本总量 tpm?: number | null;