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and Pino adapter for @khoralabs/memories-node telemetry.","maintainers":[{"name":"zachagarrett","email":"zach@very.coffee"}],"readme":"# @khoralabs/memories-otel\n\nOpenTelemetry and optional Pino adapter for `@khoralabs/memories-node/telemetry`.\n\nMaps structured memory **ops** and **database lifecycle** events to OTel spans/metrics and Pino logs. Bring your own configured `Tracer`, optional `Meter`, and `Logger` — this package does **not** start an OTel SDK or configure exporters.\n\n## Install\n\n```bash\nbun add @khoralabs/memories-otel @opentelemetry/api\n# optional structured logs:\nbun add pino\n```\n\n## Host wiring\n\n```ts\nimport { createMemoriesOtelTelemetry } from \"@khoralabs/memories-otel\";\nimport { createMemoriesDatabaseService } from \"@khoralabs/memories-service\";\nimport { trace, metrics } from \"@opentelemetry/api\";\nimport pino from \"pino\";\n\nconst telemetry = createMemoriesOtelTelemetry({\n  tracer: trace.getTracer(\"my-app\"),\n  meter: metrics.getMeter(\"my-app\"),\n  logger: pino(),\n});\n\nconst service = createMemoriesDatabaseService({\n  resolver,\n  telemetry,\n});\n```\n\nIn-process node clients can pass the same sink:\n\n```ts\nimport { MemoriesClient } from \"@khoralabs/memories-node\";\n\nconst client = new MemoriesClient(persistence, ontology, { telemetry });\n```\n\nHTTP handlers use `handle.telemetry` (bound with `memories.database.kind` / `owner_key`) automatically when the service is constructed with `telemetry`.\n\n## Attribute catalog\n\n| Attribute | Where |\n|-----------|--------|\n| `memories.op` | Op spans (`merge` / `delete` / `search`) |\n| `memories.ok` | Ops + lifecycle |\n| `memories.duration_ms` | Ops + lifecycle |\n| `memories.namespace` | Ops |\n| `memories.memory_kind` | Merge |\n| `memories.memory_key` | Merge / delete |\n| `memories.hit_count` | Search |\n| `memories.merged_memory_count` | Merge |\n| `memories.provenance_root_hex` | Ops (chain head at emit time) |\n| `memories.database.kind` | Lifecycle + bound op attrs |\n| `memories.database.owner_key` | Lifecycle + bound op attrs |\n| `memories.database.operation` | Lifecycle (`open` / `close` / `delete` / `evict`) |\n| `memories.error` | Failures |\n\n### Span names\n\n- `memories.op.merge` | `memories.op.delete` | `memories.op.search`\n- `memories.database.open` | `.close` | `.delete` | `.evict`\n\n### Metrics (optional `meter`)\n\n| Instrument | Type |\n|------------|------|\n| `memories.op.completions` | Counter (`memories.op`, `memories.ok`) |\n| `memories.op.duration_ms` | Histogram |\n| `memories.database.lifecycle` | Counter |\n| `memories.database.open.duration_ms` | Histogram |\n| `memories.database.open_handles` | UpDownCounter (approximate) |\n\n## Aggregation model\n\nThe memories **service** is an app-level aggregator/enricher: it emits lifecycle events and binds database id attrs onto the sink used for in-process node ops. It is **not** an OpenTelemetry Collector (`otelcol`). Hosts should still run a real collector or vendor exporter for batching, sampling, and multi-backend export.\n\n### Networked nodes (phase 2)\n\nPlanned (not shipped): authenticated `POST /telemetry/events` accepting the same typed JSON event catalog. The service would validate auth, stamp `memories.database.*`, and feed `MemoriesTelemetry` (typically this OTEL adapter). A full OTLP receiver is explicitly out of scope for v1.\n\nUntil then, remote nodes should either:\n\n1. Export directly to the same host OTel backend with shared resource attributes, or\n2. Rely on service-side op spans when the service proxies merge/search/delete (once `{ kind: \"remote\" }` placement lands).\n\n## Related\n\n- Sink types: `@khoralabs/memories-node/telemetry`\n- Agent session OTel: `@khoralabs/agent-capabilities-otel` via `@khoralabs/memories-agents/tools`\n","readmeFilename":"README.md"}