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Providers

A provider is an LLM service that crabllm routes requests to. Each provider has its own API format and authentication mechanism. Crabllm translates between the OpenAI-compatible format your application uses and the provider’s native format.

Supported Providers

KindProviderTranslation
openaiOpenAI, Groq, Together, vLLM, any OpenAI-compatible APIPass-through
anthropicAnthropic Messages APIFull translation
googleGoogle GeminiFull translation
azureAzure OpenAIURL + auth rewrite
ollamaOllama (local models)Pass-through (OpenAI-compatible)
deepseekDeepSeek modelsPass-through (OpenAI + native Anthropic)
zaiz.ai GLM modelsPass-through (OpenAI + native Anthropic)
qwenAlibaba Qwen (DashScope) modelsPass-through (OpenAI + native Anthropic)
minimaxMiniMax modelsPass-through (OpenAI + native Anthropic)
kimiMoonshot Kimi modelsPass-through (OpenAI + native Anthropic)

The last five (deepseekkimi) share one compat implementation — each is just a name plus two base URLs in the provider crate’s compat table. Adding another OpenAI+Anthropic provider is a one-line entry there.

The proxy is dialect-pure: each endpoint forwards raw bytes only to providers that natively speak that dialect, with no format translation. So an OpenAI-only provider (e.g. xAI Grok or Meta, configured as kind = "openai" with a base_url) is reachable through /v1/chat/completions but not through the /v1/messages Anthropic endpoint. To serve Anthropic-format traffic, a provider needs a native Anthropic endpoint — that’s what the compat table is for.

Common Fields

Every provider supports these fields:

[providers.name]
kind = "..."           # optional — defaults to the section name (`name`)
api_key = "..."        # API key (supports ${ENV_VAR})
base_url = "..."       # base URL override
models = ["..."]       # model names this provider serves
weight = 1             # routing weight (higher = more traffic)
max_retries = 2        # retries on transient errors (429, 5xx)
timeout = 30           # per-request timeout in seconds

When kind is omitted, the section name is used as the kind — [providers.zai] resolves to kind zai. Set kind explicitly only when the section name isn’t the kind, e.g. running two openai instances under different names for routing.

Multiple Providers for the Same Model

When multiple providers list the same model, crabllm selects between them using weighted random selection. If the selected provider fails, it falls back to the next provider by weight. See Routing.

[providers.openai_primary]
kind = "openai"
api_key = "${OPENAI_KEY_1}"
models = ["gpt-4o"]
weight = 3

[providers.openai_backup]
kind = "openai"
api_key = "${OPENAI_KEY_2}"
models = ["gpt-4o"]
weight = 1

Endpoint Support

The Compat column covers every compat-table provider (deepseek, zai, qwen, minimax, kimi) — they share one implementation, so their endpoint support is identical. Whether a given provider actually serves embeddings varies; see its page.

EndpointOpenAIAnthropicGoogleAzureOllamaCompat
Chat completionsyesyesyesyesyesyes
Streamingyesyesyesyesyesyes
Embeddingsyesyesyesyes
Image generationyesyes
Audio speechyesyes
Audio transcriptionyesyes
Anthropic Messagesyesyes
Tool/function callingyesyesyesyesyesyes