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OpenClaw bundles Ollama Web Search as a web_search provider. Choose it during openclaw onboard or openclaw configure --section web, or set:
For direct hosted search through Ollama Cloud:
For a self-hosted host, OpenClaw first tries the local /api/experimental/web_search proxy, then falls back to the hosted /api/web_search path on the same host; a signed-in local daemon normally answers through the local proxy. Direct https://ollama.com calls always use the hosted /api/web_search endpoint.
For full setup and behavior, see Ollama Web Search.