Initial curated RAGcore source from c16667f0c9397e2bfc8dd0255b114fba23c8d05e
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# Operations overview dashboard.
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#
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# Documents the panels a real dashboard (Grafana or equivalent) should
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# expose for the representative metric set
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# src/ragcore/platform/telemetry/metrics.py::TelemetryMetrics records, per
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# docs/09_OPERATIONS/OBSERVABILITY.md's "Metrics" list. Tool-agnostic on
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# purpose -- no specific dashboarding backend is assumed by this codebase
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# yet.
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#
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# This is a representative subset (request latency/error, job queue
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# depth/age, Qdrant/provider errors), not every metric that document
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# names; wiring metrics for every existing subsystem (search candidate
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# counts, zero-result rate, ingestion throughput, backup/restore age, ...)
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# is future work, not required by this task's own acceptance criteria.
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dashboard: RAGCore Operations Overview
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panels:
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- title: Request latency
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metric: ragcore_request_duration_seconds
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type: histogram
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unit: seconds
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description: HTTP request duration, by status_code.
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- title: Request error rate
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metric: ragcore_request_errors_total
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type: counter
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description: >-
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HTTP requests resulting in a server error (5xx) or rate-limited
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(429) status, by status_code.
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- title: Job queue depth
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metric: ragcore_job_queue_depth
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type: up_down_counter
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description: Number of jobs currently queued (enqueued minus claimed).
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- title: Job age at claim
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metric: ragcore_job_age_seconds
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type: histogram
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unit: seconds
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description: >-
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How long a job waited between being enqueued and being claimed by a
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worker. Feeds the queue-age SLO alert (see
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ops/alerts/queue_age_slo.yaml).
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- title: Qdrant errors
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metric: ragcore_qdrant_errors_total
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type: counter
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description: Qdrant operation failures, by operation.
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- title: Provider errors
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metric: ragcore_provider_errors_total
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type: counter
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description: >-
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Model provider (embedding/reranker/generation) operation failures,
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by provider. Compare against
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ops/alerts/provider_circuit_open.yaml (M5-07) for when a provider's
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circuit breaker actually opens.
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correlation:
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# How to find every span/log/metric for one request or job in whatever
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# backend actually stores them: they all carry the same correlation_id
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# attribute, and spans opened from different components (an API handler,
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# a later job) for the same correlation_id share the literal same
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# OpenTelemetry trace id (see
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# src/ragcore/platform/telemetry/tracing.py::trace_id_from_correlation_id).
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attribute: correlation_id
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source: RequestCorrelationMiddleware's request_id / a job's own correlation id
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