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name: serving description: "Route DeepPavlov REST and socket serving, service settings, payload validation, and runtime troubleshooting." metadata: disco-role: operating disable-model-invocation: true license: Apache 2.0

serving

Use this sub-skill for DeepPavlov service exposure and runtime checks.

Handle here

• python -m deeppavlov riseapi ...
• python -m deeppavlov risesocket ...
• /model, /probe, /api, /docs, /metrics
• DP_SETTINGS_PATH, server_config.json, dialog_logger_config.json
• REST JSON payload keys, batch lengths, and response shape
• Socket framing, payload encoding, and client-side decoding
• HTTPS, host/port, socket type/file, CORS, and Prometheus metrics

Route elsewhere

• Config selection, training, nested configs, or registries: pipelines
• Text model families and their input/output shapes: text-models
• Retrieval, QA, FAQ, ranking, or KBQA model families: retrieval-qa

Read next

• API reference
• Service configuration
• Troubleshooting
• Socket payload smoke script