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8b009f1
docs: document Event metadata injection
ericevans-nv Aug 18, 2026
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docs: clarify event metadata injector semantics
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Merge branch 'main' into docs/event-metadata-injection
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docs: use neutral metadata injection example
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docs: clarify Event metadata injection lifecycle
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Merge remote-tracking branch 'upstream/main' into docs/event-metadata…
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docs: polish Event metadata injection concepts
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Update docs/about-nemo-relay/concepts/middleware.mdx
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docs: narrow middleware warning scope
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docs: address middleware review feedback
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117 changes: 83 additions & 34 deletions docs/about-nemo-relay/concepts/middleware.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -9,12 +9,13 @@ import { MermaidStyles } from "@/components/MermaidStyles";
SPDX-License-Identifier: Apache-2.0 */}

This page explains the runtime behavior that runs around managed tool and LLM
calls and sanitizes emitted mark and scope events.
calls, injects metadata into events, and sanitizes emitted mark and scope events.

## What Middleware Is

Middleware controls or transforms tool and LLM execution and sanitizes emitted
events. NeMo Relay applies each middleware type at a specific lifecycle point.
Middleware can control or transform tool and LLM execution. It can also enrich
or sanitize emitted events. NeMo Relay applies each middleware type at a
specific lifecycle point.

Middleware is organized by lifecycle meaning rather than as one undifferentiated
hook system.
Expand All @@ -27,8 +28,9 @@ registrations accept callbacks that return a value or an awaitable when invoked
through an asynchronous Relay API or queued event publication. Worker and
native-plugin middleware can also complete asynchronously. Within each
middleware chain, Relay awaits entries sequentially in priority order so later
callbacks observe earlier middleware output. Payload and event sanitizer chains
run on the queued publication path and do not delay managed execution.
callbacks observe earlier middleware output. Event payload transformations,
event metadata injectors, and event sanitizer chains run on the queued
publication path and do not delay managed execution.

The experimental raw C FFI and Go binding retain synchronous middleware
callbacks. Relay invokes each callback on a native thread and waits for it to
Expand All @@ -49,18 +51,20 @@ sanitization and publication rather than awaiting it. Manual lifecycle APIs
synchronous and create or close their handle immediately.

<Warning>
Comment thread
willkill07 marked this conversation as resolved.
Event sanitizers, conditional-execution guardrails, request intercepts,
execution intercepts, and subscribers are not re-entrant. These callbacks must
not invoke another NeMo Relay API that runs middleware, flushes subscriber
delivery, waits on an exporter, or clears plugins. Scope APIs remain supported:
callbacks may create, push, or pop scopes at any nesting level and may replace
the active scope stack with an arbitrary stack. Emitting a new event is the
only supported operation that can enqueue additional callback work; Relay
queues that event for later publication instead of recursively dispatching it.
Event metadata injectors, event sanitizers, conditional-execution guardrails,
request intercepts, execution intercepts, and subscribers are not re-entrant.
These callbacks must not invoke another NeMo Relay API that runs middleware,
flushes subscriber delivery, waits on an exporter, or clears plugins. Scope
APIs remain supported. Callbacks may create, push, or pop scopes at any nesting
level and may replace the active scope stack with an arbitrary stack. Emitting
a new event is the only supported operation that can enqueue additional
callback work; Relay queues that event for later publication instead of
recursively dispatching it.
An event sanitizer must await child tasks whose emissions belong to its
reserved FIFO position. Relay cancels detached async sanitizer tasks after the
sanitizer returns. Detached blocking work runs without that sanitizer
publication context and must not emit events for the completed publication.
</Warning>

An execution intercept may invoke the `next` continuation supplied to that
callback. This is the only supported way for an intercept to enter the
Expand All @@ -79,12 +83,11 @@ application-owned `result` and an optional opaque `annotation`. A forwarding
intercept must preserve both fields in its `ToolExecutionInterceptOutcome` or
deliberately replace or remove the annotation. Relay retains pending marks
separately from this application-visible result.
</Warning>

## Registration Levels

Middleware and subscribers can be registered at different levels depending on their
lifetime and visibility.
Middleware and subscribers can be registered at different levels depending on
their lifetime and visibility.

### Global Registrations

Expand All @@ -107,10 +110,11 @@ everything in application code.

## Middleware Families

NeMo Relay has two major middleware families with three distinct purposes:
NeMo Relay provides four middleware purposes:

- **Intercepts** change the real request or callback execution path.
- **Conditional-execution guardrails** decide whether the real work runs.
- **Event metadata injectors** add flat metadata to emitted events.
- **Sanitize guardrails** change emitted observability without changing the real
request or result.

Expand All @@ -122,6 +126,8 @@ Choose the middleware type that matches the behavior you need:
rejected.
- Use a **request intercept** when the real request must change before the call.
- Use an **execution intercept** when code must run before or after the callback.
- Use an **event metadata injector** when every emitted event should receive
additional flat metadata before sanitization.
- Use a **sanitize guardrail** when only subscribers and exporters should see
rewritten data.
- Use a **mark or scope event sanitizer** when the sensitive fields are in
Expand All @@ -144,6 +150,11 @@ execution intercept cannot undo work from a `next` continuation that it already
invoked. This fail-closed contract is the same whether the callback completes
directly or asynchronously.

Event metadata injectors fail open. If an event metadata injector fails, panics,
or returns invalid attributes, Relay logs the failure, ignores only that
injector's output for the current event, and continues with later injectors
using the event as it stood before the failed injector.

## Intercepts

Intercepts are middleware that change the real request or execution path.
Expand Down Expand Up @@ -177,6 +188,33 @@ LLM streaming has a stream execution path for wrappers that need to run around
chunk delivery and finalization rather than only around a single response
object.

## Event Metadata Injection

Event metadata injectors add values to the existing event `metadata` object.
They run on every delivered event and receive the current event as immutable
context, so a callback can inspect the event kind and name before deciding what
to return.

Event metadata keys contain one or more non-empty segments made of ASCII
letters, digits, underscores, or hyphens. Segments may be separated by single
dots, so keys such as `region.zone.name` are valid. Leading dots, trailing dots,
consecutive dots, whitespace, and unsupported punctuation are invalid. Relay
stores accepted keys literally, which is why dots do not create nested objects.
Values may be strings, numbers, booleans, or homogeneous lists of those
primitive types. Nested objects, `null`, and mixed-type lists are rejected as
one atomic callback result.

Injection is insert-only and existing event metadata is never overwritten.
Injectors run in ascending numeric priority and then by registration name, so
the first injector to insert a missing key wins. A later injector that returns
the same key cannot replace it.

Register injectors globally, on an owning scope, or through a plugin
registration context. Injectors execute on the queued serial publication path,
before event sanitizers, so they do not delay the managed tool or LLM callback.
Sanitizers retain the final decision to preserve, rewrite, or remove injected
metadata before subscriber and exporter delivery.

## Guardrails

Guardrails are middleware that block execution or sanitize observability payloads.
Expand Down Expand Up @@ -229,16 +267,18 @@ arguments passed to the callback or the real value returned to the caller.
## Queued Event Publication

Scope operations, marks, and manual or managed tool/LLM lifecycle calls do not
await observability sanitizers. At emission time Relay snapshots the event-only
payload, visible sanitizer chains, and subscribers, then places the work on a
serial dispatcher. The dispatcher awaits the specialized tool or LLM payload
sanitizers, then the event sanitizers, and publishes the event later in FIFO
order.
await observability middleware. At emission time Relay snapshots the event-only
payload, visible event metadata injectors, sanitizer chains, and subscribers,
then places the work on a serial dispatcher. The dispatcher completes the
internal tool or LLM event payload transformation, applies event metadata
injectors, runs event sanitizers, and publishes the event later in FIFO order.

Subscriber and exporter delivery is therefore delayed, while start/end/mark
order is preserved. Closing a scope or deregistering middleware after emission
does not affect queued snapshots. Sanitizer failures fail closed: Relay records
the callback failure and withholds the governed observability payload.
does not affect queued snapshots. Injector failures fail open and omit that
injector's output. Sanitizer failures fail closed: Relay records the callback
Comment thread
ericevans-nv marked this conversation as resolved.
failure, clears the governed observability fields, and continues publication
with the event shell.

## Managed Execution Order

Expand All @@ -247,6 +287,8 @@ execution, and response phases.

<MermaidStyles />

The following diagram shows the managed execution and serial publication paths.

```mermaid
flowchart LR
subgraph RequestPhase[Request Phase]
Expand All @@ -272,15 +314,20 @@ flowchart LR
Callback --> QueueEnd

subgraph PublicationPath[Serial Publication Path]
RequestSanitizers[Request Sanitizers]
StartEvent[Scope-Start Sanitizers and Deliver Start]
ResponseSanitizers[Response Sanitizers]
EndEvent[Scope-End Sanitizers and Deliver End]
RequestSanitizers --> StartEvent --> ResponseSanitizers --> EndEvent
RequestTransform[Request Event Payload Transform]
StartInjection[Event Metadata Injectors]
StartSanitizers[Scope-Start Event Sanitizers]
DeliverStart[Deliver Start Event]
ResponseTransform[Response Event Payload Transform]
EndInjection[Event Metadata Injectors]
EndSanitizers[Scope-End Event Sanitizers]
DeliverEnd[Deliver End Event]
RequestTransform --> StartInjection --> StartSanitizers --> DeliverStart
DeliverStart --> ResponseTransform --> EndInjection --> EndSanitizers --> DeliverEnd
end

QueueStart -.-> RequestSanitizers
QueueEnd -.-> ResponseSanitizers
QueueStart -.-> RequestTransform
QueueEnd -.-> ResponseTransform
```

The phases run as follows:
Expand All @@ -291,9 +338,10 @@ The phases run as follows:
2. **Execution phase:** Execution intercepts wrap or replace the real callback.
3. **Response phase:** Relay snapshots and enqueues the end event's
observability copy, then returns the real result.
4. **Publication path:** The serial dispatcher runs request or response
sanitizers, then the matching scope-event sanitizers, and finally delivers
the event to subscribers and exporters.
4. **Publication path:** The serial dispatcher completes the internal request or
response event payload transformation, applies event metadata injectors, runs
the matching scope-event sanitizers, and finally delivers the event to
subscribers and exporters.

The start event is submitted before execution begins, but its sanitizers run
later on the publication path and may overlap application execution. The serial
Expand All @@ -303,6 +351,7 @@ for queued sanitization and delivery when a caller needs that barrier.
This ordering preserves the distinction between the families:

- Use an intercept to change real execution.
- Use an event metadata injector to add observability context.
- Use a sanitize guardrail to change only emitted observability.

### Rejection Path
Expand Down
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