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docs: explain plugin architecture
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docs/providers/sglang.md
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docs/providers/sglang.md
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---
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summary: "Run OpenClaw with SGLang (OpenAI-compatible self-hosted server)"
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read_when:
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- You want to run OpenClaw against a local SGLang server
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- You want OpenAI-compatible /v1 endpoints with your own models
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title: "SGLang"
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---
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# SGLang
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SGLang can serve open-source models via an **OpenAI-compatible** HTTP API.
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OpenClaw can connect to SGLang using the `openai-completions` API.
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OpenClaw can also **auto-discover** available models from SGLang when you opt
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in with `SGLANG_API_KEY` (any value works if your server does not enforce auth)
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and you do not define an explicit `models.providers.sglang` entry.
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## Quick start
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1. Start SGLang with an OpenAI-compatible server.
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Your base URL should expose `/v1` endpoints (for example `/v1/models`,
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`/v1/chat/completions`). SGLang commonly runs on:
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- `http://127.0.0.1:30000/v1`
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2. Opt in (any value works if no auth is configured):
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```bash
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export SGLANG_API_KEY="sglang-local"
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```
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3. Run onboarding and choose `SGLang`, or set a model directly:
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```bash
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openclaw onboard
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```
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```json5
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{
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agents: {
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defaults: {
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model: { primary: "sglang/your-model-id" },
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},
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},
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}
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```
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## Model discovery (implicit provider)
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When `SGLANG_API_KEY` is set (or an auth profile exists) and you **do not**
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define `models.providers.sglang`, OpenClaw will query:
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- `GET http://127.0.0.1:30000/v1/models`
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and convert the returned IDs into model entries.
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If you set `models.providers.sglang` explicitly, auto-discovery is skipped and
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you must define models manually.
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## Explicit configuration (manual models)
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Use explicit config when:
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- SGLang runs on a different host/port.
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- You want to pin `contextWindow`/`maxTokens` values.
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- Your server requires a real API key (or you want to control headers).
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```json5
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{
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models: {
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providers: {
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sglang: {
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baseUrl: "http://127.0.0.1:30000/v1",
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apiKey: "${SGLANG_API_KEY}",
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api: "openai-completions",
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models: [
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{
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id: "your-model-id",
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name: "Local SGLang Model",
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reasoning: false,
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input: ["text"],
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cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
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contextWindow: 128000,
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maxTokens: 8192,
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},
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],
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},
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},
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},
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}
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```
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## Troubleshooting
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- Check the server is reachable:
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```bash
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curl http://127.0.0.1:30000/v1/models
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```
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- If requests fail with auth errors, set a real `SGLANG_API_KEY` that matches
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your server configuration, or configure the provider explicitly under
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`models.providers.sglang`.
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