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Cytown
667fc85d54
add new field type to Channel struct config.channels refactor to channel_list update config version to 3 update the docs
541 lines
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541 lines
20 KiB
Markdown
# 🔌 提供商与模型配置
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> 返回 [README](../../README.zh.md)
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### 提供商 (Providers)
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> [!NOTE]
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> 语音转录现在可以通过 `voice.model_name` 指定的多模态模型完成；如果未配置语音模型，Groq Whisper 仍可作为回退方案。
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| 提供商 | 用途 | 获取 API Key |
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| -------------------- | ---------------------------- | -------------------------------------------------------------------- |
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| `gemini` | LLM (Gemini 直连) | [aistudio.google.com](https://aistudio.google.com) |
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| `zhipu` | LLM (智谱直连) | [bigmodel.cn](https://bigmodel.cn) |
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| `volcengine` | LLM (火山引擎直连) | [volcengine.com](https://www.volcengine.com/activity/codingplan?utm_campaign=PicoClaw&utm_content=PicoClaw&utm_medium=devrel&utm_source=OWO&utm_term=PicoClaw) |
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| `openrouter` | LLM (推荐，可访问所有模型) | [openrouter.ai](https://openrouter.ai) |
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| `anthropic` | LLM (Claude 直连) | [console.anthropic.com](https://console.anthropic.com) |
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| `openai` | LLM (GPT 直连) | [platform.openai.com](https://platform.openai.com) |
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| `venice` | LLM (Venice AI 直连) | [venice.ai](https://venice.ai) |
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| `deepseek` | LLM (DeepSeek 直连) | [platform.deepseek.com](https://platform.deepseek.com) |
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| `qwen` | LLM (通义千问) | [dashscope.console.aliyun.com](https://dashscope.console.aliyun.com) |
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| `groq` | LLM + **语音转录** (Whisper) | [console.groq.com](https://console.groq.com) |
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| `cerebras` | LLM (Cerebras 直连) | [cerebras.ai](https://cerebras.ai) |
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| `vivgrid` | LLM (Vivgrid 直连) | [vivgrid.com](https://vivgrid.com) |
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| `moonshot` | LLM (Kimi/Moonshot 直连) | [platform.moonshot.cn](https://platform.moonshot.cn) |
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| `minimax` | LLM (Minimax 直连) | [platform.minimaxi.com](https://platform.minimaxi.com) |
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| `avian` | LLM (Avian 直连) | [avian.io](https://avian.io) |
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| `mistral` | LLM (Mistral 直连) | [console.mistral.ai](https://console.mistral.ai) |
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| `longcat` | LLM (Longcat 直连) | [longcat.ai](https://longcat.ai) |
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| `modelscope` | LLM (ModelScope 直连) | [modelscope.cn](https://modelscope.cn) |
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| `mimo` | LLM (小米 MiMo 直连) | [platform.xiaomimimo.com](https://platform.xiaomimimo.com) |
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### 模型配置 (model_list)
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> **新功能！** PicoClaw 现在采用**以模型为中心**的配置方式。只需使用 `厂商/模型` 格式（如 `zhipu/glm-4.7`）即可添加新的 provider——**无需修改任何代码！**
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该设计同时支持**多 Agent 场景**，提供灵活的 Provider 选择：
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- **不同 Agent 使用不同 Provider**：每个 Agent 可以使用自己的 LLM provider
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- **模型回退（Fallback）**：配置主模型和备用模型，提高可靠性
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- **负载均衡**：在多个 API 端点之间分配请求
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- **集中化配置**：在一个地方管理所有 provider
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#### 📋 所有支持的厂商
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| 厂商 | `model` 前缀 | 默认 API Base | 协议 | 获取 API Key |
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| ------------------- | ----------------- | --------------------------------------------------- | --------- | ----------------------------------------------------------------- |
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| **OpenAI** | `openai/` | `https://api.openai.com/v1` | OpenAI | [获取密钥](https://platform.openai.com) |
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| **Venice AI** | `venice/` | `https://api.venice.ai/api/v1` | OpenAI | [获取密钥](https://venice.ai) |
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| **Anthropic** | `anthropic/` | `https://api.anthropic.com/v1` | Anthropic | [获取密钥](https://console.anthropic.com) |
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| **智谱 AI (GLM)** | `zhipu/` | `https://open.bigmodel.cn/api/paas/v4` | OpenAI | [获取密钥](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) |
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| **DeepSeek** | `deepseek/` | `https://api.deepseek.com/v1` | OpenAI | [获取密钥](https://platform.deepseek.com) |
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| **Google Gemini** | `gemini/` | `https://generativelanguage.googleapis.com/v1beta` | OpenAI | [获取密钥](https://aistudio.google.com/api-keys) |
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| **Groq** | `groq/` | `https://api.groq.com/openai/v1` | OpenAI | [获取密钥](https://console.groq.com) |
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| **Moonshot** | `moonshot/` | `https://api.moonshot.cn/v1` | OpenAI | [获取密钥](https://platform.moonshot.cn) |
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| **通义千问 (Qwen)** | `qwen/` | `https://dashscope.aliyuncs.com/compatible-mode/v1` | OpenAI | [获取密钥](https://dashscope.console.aliyun.com) |
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| **NVIDIA** | `nvidia/` | `https://integrate.api.nvidia.com/v1` | OpenAI | [获取密钥](https://build.nvidia.com) |
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| **Ollama** | `ollama/` | `http://localhost:11434/v1` | OpenAI | 本地（无需密钥） |
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| **LM Studio** | `lmstudio/` | `http://localhost:1234/v1` | OpenAI | 可选（本地默认无需密钥） |
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| **OpenRouter** | `openrouter/` | `https://openrouter.ai/api/v1` | OpenAI | [获取密钥](https://openrouter.ai/keys) |
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| **LiteLLM Proxy** | `litellm/` | `http://localhost:4000/v1` | OpenAI | 你的 LiteLLM 代理密钥 |
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| **VLLM** | `vllm/` | `http://localhost:8000/v1` | OpenAI | 本地 |
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| **Cerebras** | `cerebras/` | `https://api.cerebras.ai/v1` | OpenAI | [获取密钥](https://cerebras.ai) |
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| **火山引擎（Doubao）** | `volcengine/` | `https://ark.cn-beijing.volces.com/api/v3` | OpenAI | [获取密钥](https://www.volcengine.com/activity/codingplan?utm_campaign=PicoClaw&utm_content=PicoClaw&utm_medium=devrel&utm_source=OWO&utm_term=PicoClaw) |
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| **神算云** | `shengsuanyun/` | `https://router.shengsuanyun.com/api/v1` | OpenAI | - |
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| **BytePlus** | `byteplus/` | `https://ark.ap-southeast.bytepluses.com/api/v3` | OpenAI | [获取密钥](https://www.byteplus.com) |
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| **Vivgrid** | `vivgrid/` | `https://api.vivgrid.com/v1` | OpenAI | [获取密钥](https://vivgrid.com) |
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| **LongCat** | `longcat/` | `https://api.longcat.chat/openai` | OpenAI | [获取密钥](https://longcat.chat/platform) |
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| **ModelScope (魔搭)**| `modelscope/` | `https://api-inference.modelscope.cn/v1` | OpenAI | [获取 Token](https://modelscope.cn/my/tokens) |
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| **小米 MiMo** | `mimo/` | `https://api.xiaomimimo.com/v1` | OpenAI | [获取密钥](https://platform.xiaomimimo.com) |
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| **Antigravity** | `antigravity/` | Google Cloud | 自定义 | 仅 OAuth |
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| **GitHub Copilot** | `github-copilot/` | `localhost:4321` | gRPC | - |
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#### 基础配置示例
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```json
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{
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"model_list": [
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{
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"model_name": "ark-code-latest",
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"model": "volcengine/ark-code-latest",
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"api_keys": ["sk-your-api-key"]
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},
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{
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"model_name": "gpt-5.4",
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"model": "openai/gpt-5.4",
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"api_keys": ["sk-your-openai-key"]
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},
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{
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"model_name": "claude-sonnet-4.6",
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"model": "anthropic/claude-sonnet-4.6",
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"api_keys": ["sk-ant-your-key"]
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},
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{
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"model_name": "glm-4.7",
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"model": "zhipu/glm-4.7",
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"api_keys": ["your-zhipu-key"]
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}
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],
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"agents": {
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"defaults": {
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"model_name": "gpt-5.4"
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}
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}
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}
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```
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#### `model_list` 条目字段
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| 字段 | 类型 | 必填 | 说明 |
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|------|------|------|------|
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| `model_name` | string | 是 | 在 agent 配置中引用此模型的唯一名称 |
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| `model` | string | 是 | 厂商/模型标识符（如 `openai/gpt-5.4`、`azure/gpt-5.4`、`anthropic/claude-sonnet-4.6`） |
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| `api_keys` | string[] | 是* | 认证密钥。多个密钥可按请求轮换。本地 provider（Ollama、LM Studio、VLLM）不需要 |
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| `api_base` | string | 否 | 覆盖默认的 API 端点 URL |
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| `proxy` | string | 否 | 此模型条目的 HTTP 代理 URL |
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| `user_agent` | string | 否 | 自定义 `User-Agent` 请求头（支持 OpenAI 兼容、Anthropic 和 Azure provider） |
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| `request_timeout` | int | 否 | 请求超时时间（秒），默认值因 provider 而异 |
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| `max_tokens_field` | string | 否 | 覆盖请求体中 max tokens 的字段名（如 o1 模型使用 `max_completion_tokens`） |
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| `thinking_level` | string | 否 | 扩展思考级别：`off`、`low`、`medium`、`high`、`xhigh` 或 `adaptive` |
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| `extra_body` | object | 否 | 注入到每个请求体中的额外字段 |
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| `custom_headers` | object | 否 | 注入到每个请求中的额外 HTTP 请求头（例如 `{"X-Source":"coding-plan"}`）。若键名与内置请求头同名，会覆盖内置值（如 `Authorization`、`User-Agent`、`Content-Type`、`Accept`）。 |
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| `rpm` | int | 否 | 每分钟请求速率限制 |
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| `fallbacks` | string[] | 否 | 自动故障转移的备用模型名称 |
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| `enabled` | bool | 否 | 是否启用此模型条目（默认：`true`） |
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#### 语音转录
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你可以通过 `voice.model_name` 为语音转录指定一个专用模型。这样可以直接复用已经配置好的、支持音频输入的多模态 provider，而不必只依赖 Groq。
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如果没有配置 `voice.model_name`，且存在 Groq API Key，PicoClaw 会继续回退到 Groq 转录。
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```json
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{
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"model_list": [
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{
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"model_name": "voice-gemini",
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"model": "gemini/gemini-2.5-flash",
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"api_keys": ["your-gemini-key"]
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}
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],
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"voice": {
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"model_name": "voice-gemini",
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"echo_transcription": false
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},
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"providers": {
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"groq": {
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"api_key": "gsk_xxx"
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}
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}
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}
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```
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#### 各厂商配置示例
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**OpenAI**
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```json
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{
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"model_name": "gpt-5.4",
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"model": "openai/gpt-5.4",
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"api_keys": ["sk-..."]
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}
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```
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**火山引擎（Doubao）**
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```json
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{
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"model_name": "ark-code-latest",
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"model": "volcengine/ark-code-latest",
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"api_keys": ["sk-..."]
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}
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```
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**智谱 AI (GLM)**
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```json
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{
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"model_name": "glm-4.7",
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"model": "zhipu/glm-4.7",
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"api_keys": ["your-key"]
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}
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```
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**DeepSeek**
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```json
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{
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"model_name": "deepseek-chat",
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"model": "deepseek/deepseek-chat",
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"api_keys": ["sk-..."]
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}
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```
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**Anthropic (使用 OAuth)**
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```json
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{
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"model_name": "claude-sonnet-4.6",
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"model": "anthropic/claude-sonnet-4.6",
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"auth_method": "oauth"
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}
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```
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> 运行 `picoclaw auth login --provider anthropic` 来设置 OAuth 凭证。
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**Anthropic Messages API（原生格式）**
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用于直接访问 Anthropic API 或仅支持 Anthropic 原生消息格式的自定义端点：
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```json
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{
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"model_name": "claude-opus-4-6",
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"model": "anthropic-messages/claude-opus-4-6",
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"api_keys": ["sk-ant-your-key"],
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"api_base": "https://api.anthropic.com"
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}
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```
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> 使用 `anthropic-messages` 协议的场景：
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> - 使用仅支持 Anthropic 原生 `/v1/messages` 端点的第三方代理（不支持 OpenAI 兼容的 `/v1/chat/completions`）
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> - 连接到 MiniMax、Synthetic 等需要 Anthropic 原生消息格式的服务
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> - 现有的 `anthropic` 协议返回 404 错误（说明端点不支持 OpenAI 兼容格式）
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>
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> **注意：** `anthropic` 协议使用 OpenAI 兼容格式（`/v1/chat/completions`），而 `anthropic-messages` 使用 Anthropic 原生格式（`/v1/messages`）。请根据端点支持的格式选择。
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**Ollama (本地)**
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```json
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{
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"model_name": "llama3",
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"model": "ollama/llama3"
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}
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```
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**LM Studio（本地）**
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```json
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{
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"model_name": "lmstudio-local",
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"model": "lmstudio/openai/gpt-oss-20b"
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}
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```
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`api_base` 默认是 `http://localhost:1234/v1`。除非你在 LM Studio 侧启用了认证，否则不需要配置 API Key。
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PicoClaw 向 LM Studio 的 OpenAI 兼容终结点发送请求，且将移除首个 `lmstudio/` 前缀，因此 `lmstudio/openai/gpt-oss-20b` 会发送 `openai/gpt-oss-20b`。
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**自定义代理/API**
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```json
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{
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"model_name": "my-custom-model",
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"model": "openai/custom-model",
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"api_base": "https://my-proxy.com/v1",
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"api_keys": ["sk-..."],
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"user_agent": "MyApp/1.0",
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"request_timeout": 300
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}
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```
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**LiteLLM Proxy**
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```json
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{
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"model_name": "lite-gpt4",
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"model": "litellm/lite-gpt4",
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"api_base": "http://localhost:4000/v1",
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"api_keys": ["sk-..."]
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}
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```
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PicoClaw 在发送请求前仅去除外层 `litellm/` 前缀，因此 `litellm/lite-gpt4` 会发送 `lite-gpt4`，而 `litellm/openai/gpt-4o` 会发送 `openai/gpt-4o`。
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#### 负载均衡
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为同一个模型名称配置多个端点——PicoClaw 会自动在它们之间轮询：
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```json
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{
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"model_list": [
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{
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"model_name": "gpt-5.4",
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"model": "openai/gpt-5.4",
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"api_base": "https://api1.example.com/v1",
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"api_keys": ["sk-key1"]
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},
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{
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"model_name": "gpt-5.4",
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"model": "openai/gpt-5.4",
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"api_base": "https://api2.example.com/v1",
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"api_keys": ["sk-key2"]
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}
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]
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}
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```
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#### 自动模型失败切换（Cascade）
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当你在 Agent 的模型设置里配置 `primary` + `fallbacks` 时，PicoClaw 已经支持自动失败切换。
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运行时 fallback 链会在可重试错误时切到下一个候选（例如 HTTP `429`、配额/限流错误、超时错误）。
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同时会对每个候选应用 cooldown，避免对刚失败的目标立即重试。
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```json
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{
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"model_list": [
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{
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"model_name": "qwen-main",
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"model": "openai/qwen3.5:cloud",
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"api_base": "https://api.example.com/v1",
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"api_keys": ["sk-main"]
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},
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{
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"model_name": "deepseek-backup",
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"model": "deepseek/deepseek-chat",
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"api_keys": ["sk-backup-1"]
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},
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{
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"model_name": "gemini-backup",
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"model": "gemini/gemini-2.5-flash",
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"api_keys": ["sk-backup-2"]
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}
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],
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"agents": {
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"defaults": {
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"model": {
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"primary": "qwen-main",
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"fallbacks": ["deepseek-backup", "gemini-backup"]
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}
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}
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}
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}
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```
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如果你在同一模型上启用了 key 级失败切换，PicoClaw 会先在该模型的多 key 候选间切换，再继续切到跨模型备选。
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#### 从旧的 `providers` 配置迁移
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旧的 `providers` 配置格式**已弃用**，V2 中已移除。现有 V0/V1 配置会自动迁移。
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**旧配置（已弃用）：**
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||
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```json
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{
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"providers": {
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"zhipu": {
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"api_key": "your-key",
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"api_base": "https://open.bigmodel.cn/api/paas/v4"
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}
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},
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"agents": {
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"defaults": {
|
||
"provider": "zhipu",
|
||
"model": "glm-4.7"
|
||
}
|
||
}
|
||
}
|
||
```
|
||
|
||
**新配置（推荐）：**
|
||
|
||
```json
|
||
{
|
||
"version": 3,
|
||
"model_list": [
|
||
{
|
||
"model_name": "glm-4.7",
|
||
"model": "zhipu/glm-4.7",
|
||
"api_keys": ["your-key"]
|
||
}
|
||
],
|
||
"agents": {
|
||
"defaults": {
|
||
"model_name": "glm-4.7"
|
||
}
|
||
}
|
||
}
|
||
```
|
||
|
||
详细的迁移指南请参考 [docs/migration/model-list-migration.md](../migration/model-list-migration.md)。
|
||
|
||
### Provider 架构
|
||
|
||
PicoClaw 按协议族路由 Provider：
|
||
|
||
- OpenAI 兼容协议：OpenRouter、OpenAI 兼容网关、Groq、智谱、vLLM 风格端点。
|
||
- Anthropic 协议：Claude 原生 API 行为。
|
||
- Codex/OAuth 路径：OpenAI OAuth/Token 认证路由。
|
||
|
||
这使得运行时保持轻量，同时让新的 OpenAI 兼容后端基本只需配置操作（`api_base` + `api_key`）。
|
||
|
||
<details>
|
||
<summary><b>智谱 (Zhipu) 配置示例</b></summary>
|
||
|
||
**1. 获取 API key 和 base URL**
|
||
|
||
- 获取 [API key](https://bigmodel.cn/usercenter/proj-mgmt/apikeys)
|
||
|
||
**2. 配置**
|
||
|
||
```json
|
||
{
|
||
"agents": {
|
||
"defaults": {
|
||
"workspace": "~/.picoclaw/workspace",
|
||
"model_name": "glm-4.7",
|
||
"max_tokens": 8192,
|
||
"temperature": 0.7,
|
||
"max_tool_iterations": 20
|
||
}
|
||
},
|
||
"providers": {
|
||
"zhipu": {
|
||
"api_key": "Your API Key",
|
||
"api_base": "https://open.bigmodel.cn/api/paas/v4"
|
||
}
|
||
}
|
||
}
|
||
```
|
||
|
||
**3. 运行**
|
||
|
||
```bash
|
||
picoclaw agent -m "你好"
|
||
```
|
||
|
||
</details>
|
||
|
||
<details>
|
||
<summary><b>完整配置示例</b></summary>
|
||
|
||
```json
|
||
{
|
||
"agents": {
|
||
"defaults": {
|
||
"model_name": "anthropic/claude-opus-4-5"
|
||
}
|
||
},
|
||
"session": {
|
||
"dm_scope": "per-channel-peer"
|
||
},
|
||
"providers": {
|
||
"openrouter": {
|
||
"api_key": "sk-or-v1-xxx"
|
||
},
|
||
"groq": {
|
||
"api_key": "gsk_xxx"
|
||
}
|
||
},
|
||
"voice": {
|
||
"model_name": "voice-gemini",
|
||
"echo_transcription": false
|
||
},
|
||
"channel_list": {
|
||
"telegram": {
|
||
"enabled": true,
|
||
"type": "telegram",
|
||
"token": "123456:ABC...",
|
||
"allow_from": ["123456789"]
|
||
},
|
||
"discord": {
|
||
"enabled": true,
|
||
"type": "discord",
|
||
"token": "",
|
||
"allow_from": [""]
|
||
},
|
||
"whatsapp": {
|
||
"enabled": false,
|
||
"type": "whatsapp",
|
||
"bridge_url": "ws://localhost:3001",
|
||
"use_native": false,
|
||
"session_store_path": "",
|
||
"allow_from": []
|
||
},
|
||
"feishu": {
|
||
"enabled": false,
|
||
"type": "feishu",
|
||
"app_id": "cli_xxx",
|
||
"app_secret": "xxx",
|
||
"encrypt_key": "",
|
||
"verification_token": "",
|
||
"allow_from": []
|
||
},
|
||
"qq": {
|
||
"enabled": false,
|
||
"type": "qq",
|
||
"app_id": "",
|
||
"app_secret": "",
|
||
"allow_from": []
|
||
}
|
||
},
|
||
"tools": {
|
||
"web": {
|
||
"brave": {
|
||
"enabled": false,
|
||
"api_key": "BSA...",
|
||
"max_results": 5
|
||
},
|
||
"duckduckgo": {
|
||
"enabled": true,
|
||
"max_results": 5
|
||
},
|
||
"perplexity": {
|
||
"enabled": false,
|
||
"api_key": "",
|
||
"max_results": 5
|
||
},
|
||
"searxng": {
|
||
"enabled": false,
|
||
"base_url": "http://localhost:8888",
|
||
"max_results": 5
|
||
}
|
||
},
|
||
"cron": {
|
||
"exec_timeout_minutes": 5
|
||
}
|
||
},
|
||
"heartbeat": {
|
||
"enabled": true,
|
||
"interval": 30
|
||
}
|
||
}
|
||
```
|
||
|
||
</details>
|
||
|
||
---
|
||
|
||
## 📝 API Key 对比
|
||
|
||
| 服务 | 价格 | 适用场景 |
|
||
| --- | --- | --- |
|
||
| **OpenRouter** | 免费: 200K tokens/月 | 多模型聚合 (Claude, GPT-4 等) |
|
||
| **火山引擎 CodingPlan** | ¥9.9/首月 | 最适合国内用户，多种 SOTA 模型（豆包、DeepSeek 等） |
|
||
| **智谱 (Zhipu)** | 免费: 200K tokens/月 | 适合中国用户 |
|
||
| **Brave Search** | $5/1000 次查询 | 网络搜索功能 |
|
||
| **SearXNG** | 免费（自建） | 隐私优先的元搜索引擎（70+ 搜索引擎） |
|
||
| **Groq** | 免费额度可用 | 极速推理 (Llama, Mixtral) |
|
||
| **Cerebras** | 免费额度可用 | 极速推理 (Llama, Qwen 等) |
|
||
| **LongCat** | 免费: 最多 5M tokens/天 | 极速推理 |
|
||
| **ModelScope (魔搭)** | 免费: 2000 次请求/天 | 推理 (Qwen, GLM, DeepSeek 等) |
|