From 95e0bf1e6745a5b087aa1273783efb8ddd3b3dc6 Mon Sep 17 00:00:00 2001 From: Manjesh Mogallapalli Date: Mon, 27 Jul 2026 15:28:13 -0500 Subject: [PATCH 1/7] temp Signed-off-by: Manjesh Mogallapalli --- .../nemo-agents/examples/nemo-agent-config/agent.yaml | 9 ++++++++- plugins/nemo-agents/pyproject.toml | 3 +-- 2 files changed, 9 insertions(+), 3 deletions(-) diff --git a/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml b/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml index eb15cf8a28..12d6559e1c 100644 --- a/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml +++ b/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml @@ -48,7 +48,14 @@ environment: artifacts: ./artifacts telemetry: - enabled: false + enabled: true provider: relay output_dir: ./artifacts/relay project: test-agent + atif: + enabled: true + filename_template: trajectory-{session_id}.atif.json + storage: + - type: http + endpoint: http://127.0.0.1:8080/apis/intake/v2/workspaces/default/ingest/atif + timeout_millis: 3000 diff --git a/plugins/nemo-agents/pyproject.toml b/plugins/nemo-agents/pyproject.toml index e4ab5c05c9..2b318516f3 100644 --- a/plugins/nemo-agents/pyproject.toml +++ b/plugins/nemo-agents/pyproject.toml @@ -63,8 +63,7 @@ fabric = [ # TODO(AIRCORE-932): Move Fabric into the default plugin dependencies once evaluator has migrated # to the 0.1.0a20260724+ config-first SDK API and Fabric packaging is stable across Platform environments. # TODO(AIRCORE-897): Move this to a stable Fabric version before release once available. - # TODO(AIRCORE-897): Add the `relay` extra once nemo-evaluator-sdk's nemo-relay pin allows >=0.5. - "nemo-fabric[runtime]>=0.1.0a20260724,<0.2.0", + "nemo-fabric[relay,runtime]>=0.1.0a20260724,<0.2.0", "nemo-fabric-adapters-codex>=0.1.0a20260724,<0.2.0", "nemo-fabric-adapters-hermes>=0.1.0a20260724,<0.2.0; python_version < '3.14'", ] From 0e90e8545101e2f1bb87ae9f0ff1881782468bee Mon Sep 17 00:00:00 2001 From: Manjesh Mogallapalli Date: Mon, 27 Jul 2026 20:07:59 -0500 Subject: [PATCH 2/7] rc2 pin Signed-off-by: Manjesh Mogallapalli --- plugins/nemo-agents/pyproject.toml | 6 +- uv.lock | 1094 +++++++++++++++++++++++++--- 2 files changed, 1001 insertions(+), 99 deletions(-) diff --git a/plugins/nemo-agents/pyproject.toml b/plugins/nemo-agents/pyproject.toml index 2b318516f3..adae699e12 100644 --- a/plugins/nemo-agents/pyproject.toml +++ b/plugins/nemo-agents/pyproject.toml @@ -63,9 +63,9 @@ fabric = [ # TODO(AIRCORE-932): Move Fabric into the default plugin dependencies once evaluator has migrated # to the 0.1.0a20260724+ config-first SDK API and Fabric packaging is stable across Platform environments. # TODO(AIRCORE-897): Move this to a stable Fabric version before release once available. - "nemo-fabric[relay,runtime]>=0.1.0a20260724,<0.2.0", - "nemo-fabric-adapters-codex>=0.1.0a20260724,<0.2.0", - "nemo-fabric-adapters-hermes>=0.1.0a20260724,<0.2.0; python_version < '3.14'", + "nemo-fabric[runtime]>=0.1.0rc2,<0.2.0", + "nemo-fabric-adapters-codex>=0.1.0rc2,<0.2.0", + "nemo-fabric-adapters-hermes>=0.1.0rc2,<0.2.0; python_version < '3.14'", ] container = [ "jinja2>=3.1", diff --git a/uv.lock b/uv.lock index 499d6a5d2f..35ef85243e 100644 --- a/uv.lock +++ b/uv.lock @@ -1,13 +1,16 @@ version = 1 revision = 3 -requires-python = ">=3.12, <3.14" +requires-python = ">=3.11, <3.14" resolution-markers = [ "python_full_version >= '3.13' and platform_machine == 'arm64' and sys_platform == 'darwin'", - "python_full_version < '3.13' and platform_machine == 'arm64' and sys_platform == 'darwin'", + "python_full_version == '3.12.*' and platform_machine == 'arm64' and sys_platform == 'darwin'", + "python_full_version < '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin'", "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'", - "python_full_version < '3.13' and platform_machine == 'x86_64' and 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b/plugins/nemo-agents/src/nemo_agents_plugin/fabric/translator.py @@ -134,7 +134,7 @@ def _apply_telemetry(fabric_config: Any, config: AgentConfig, model: ModelConfig def _relay_observability_config(config: AgentConfig, model: ModelConfig) -> dict[str, Any]: telemetry = config.telemetry - observability: dict[str, Any] = {"version": 1} + observability: dict[str, Any] = {"version": 2} if telemetry.atif is not None: atif = dict(telemetry.atif) @@ -145,9 +145,33 @@ def _relay_observability_config(config: AgentConfig, model: ModelConfig) -> dict observability["atif"] = atif if telemetry.atof is not None: - atof = dict(telemetry.atof) - if telemetry.output_dir is not None: - atof.setdefault("output_directory", telemetry.output_dir) - observability["atof"] = atof + observability["atof"] = _relay_atof_config(telemetry.atof, output_dir=telemetry.output_dir) return observability + + +def _relay_atof_config(atof_config: dict[str, Any], output_dir: str | None) -> dict[str, Any]: + atof = dict(atof_config) + sinks = list(atof.pop("sinks", []) or []) + + file_sink = {"type": "file"} + if output_dir is not None: + file_sink["output_directory"] = output_dir + for key in ("output_directory", "filename", "mode"): + if key in atof: + file_sink[key] = atof.pop(key) + if len(file_sink) > 1: + sinks.insert(0, file_sink) + + for endpoint in atof.pop("endpoints", []) or []: + stream_sink = dict(endpoint) + if "endpoint" in stream_sink and "url" not in stream_sink: + stream_sink["url"] = stream_sink.pop("endpoint") + stream_sink.setdefault("type", "stream") + sinks.append(stream_sink) + + translated = {"enabled": atof.pop("enabled", False)} + if sinks: + translated["sinks"] = sinks + translated.update(atof) + return translated diff --git a/plugins/nemo-agents/tests/unit/test_fabric_translator.py b/plugins/nemo-agents/tests/unit/test_fabric_translator.py index 4cb86fb63b..a09c23c540 100644 --- a/plugins/nemo-agents/tests/unit/test_fabric_translator.py +++ b/plugins/nemo-agents/tests/unit/test_fabric_translator.py @@ -200,7 +200,7 @@ def test_relay_telemetry_uses_latest_fabric_shape(self) -> None: assert fabric_config.relay.project == "example-agent" assert fabric_config.relay.output_dir == "./artifacts/relay" assert fabric_config.relay.observability.model_dump(exclude_none=True) == { - "version": 1, + "version": 2, "atif": { "enabled": True, "filename_template": "trajectory-{session_id}.atif.json", @@ -210,8 +210,13 @@ def test_relay_telemetry_uses_latest_fabric_shape(self) -> None: }, "atof": { "enabled": True, - "filename": "events.atof.jsonl", - "mode": "overwrite", - "output_directory": "./artifacts/relay", + "sinks": [ + { + "type": "file", + "output_directory": "./artifacts/relay", + "filename": "events.atof.jsonl", + "mode": "overwrite", + } + ], }, } From d8eef6c83143405dbbab4a2366a48e16969ce0ca Mon Sep 17 00:00:00 2001 From: Manjesh Mogallapalli Date: Tue, 28 Jul 2026 17:13:46 -0500 Subject: [PATCH 4/7] seperating yamls Signed-off-by: Manjesh Mogallapalli --- .../nemo-agent-config/agent-relay-intake.yaml | 61 +++++++++++++++++++ .../examples/nemo-agent-config/agent.yaml | 9 +-- 2 files changed, 62 insertions(+), 8 deletions(-) create mode 100644 plugins/nemo-agents/examples/nemo-agent-config/agent-relay-intake.yaml diff --git a/plugins/nemo-agents/examples/nemo-agent-config/agent-relay-intake.yaml b/plugins/nemo-agents/examples/nemo-agent-config/agent-relay-intake.yaml new file mode 100644 index 0000000000..12d6559e1c --- /dev/null +++ b/plugins/nemo-agents/examples/nemo-agent-config/agent-relay-intake.yaml @@ -0,0 +1,61 @@ +config_format: nemo-agents-spec-v1 +name: test-agent +description: Test agent config + +default_harness: codex + +harnesses: + hermes: + kind: hermes + model: + provider: nvidia + model: nvidia/nemotron-3-nano-30b-a3b + api_key_env: NVIDIA_API_KEY + temperature: 0.0 + settings: + python_env: HERMES_ADAPTER_PYTHON + base_url: https://integrate.api.nvidia.com/v1 + max_iterations: 1 + max_tokens: 512 + reasoning_config: + effort: none + enabled_toolsets: [] + system_prompt: You are a concise test assistant. + codex: + kind: codex + settings: + sandbox: workspace-write + system_prompt: You are a concise test assistant. + config_overrides: + model_reasoning_effort: high + +models: + default: + provider: openai + model: openai/gpt-5.4 + +skills: + paths: [] + +mcp: + servers: {} + +tools: + blocked: [] + +environment: + workspace: ./workspace + artifacts: ./artifacts + +telemetry: + enabled: true + provider: relay + output_dir: ./artifacts/relay + project: test-agent + atif: + enabled: true + filename_template: trajectory-{session_id}.atif.json + storage: + - type: http + endpoint: http://127.0.0.1:8080/apis/intake/v2/workspaces/default/ingest/atif + timeout_millis: 3000 diff --git a/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml b/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml index 12d6559e1c..eb15cf8a28 100644 --- a/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml +++ b/plugins/nemo-agents/examples/nemo-agent-config/agent.yaml @@ -48,14 +48,7 @@ environment: artifacts: ./artifacts telemetry: - enabled: true + enabled: false provider: relay output_dir: ./artifacts/relay project: test-agent - atif: - enabled: true - filename_template: trajectory-{session_id}.atif.json - storage: - - type: http - endpoint: http://127.0.0.1:8080/apis/intake/v2/workspaces/default/ingest/atif - timeout_millis: 3000 From 62fc053c1b0b906d661f623614d41a70017c9cde Mon Sep 17 00:00:00 2001 From: Manjesh Mogallapalli Date: Tue, 28 Jul 2026 17:56:53 -0500 Subject: [PATCH 5/7] relay local validated Signed-off-by: Manjesh Mogallapalli --- .../examples/nemo-agent-config/README.md | 92 +++++++++++++++++-- .../nemo-agent-config/agent-relay.yaml | 61 ++++++++++++ 2 files changed, 145 insertions(+), 8 deletions(-) create mode 100644 plugins/nemo-agents/examples/nemo-agent-config/agent-relay.yaml diff --git a/plugins/nemo-agents/examples/nemo-agent-config/README.md b/plugins/nemo-agents/examples/nemo-agent-config/README.md index f15d904b05..e555015c66 100644 --- a/plugins/nemo-agents/examples/nemo-agent-config/README.md +++ b/plugins/nemo-agents/examples/nemo-agent-config/README.md @@ -1,26 +1,32 @@ -# Fabric-Backed Agent Config +# NeMo Agent Config -This Platform-owned config invokes Codex or Hermes through NeMo Fabric. Run the -commands below from the repository root. +This directory contains example Platform-owned `agent.yaml` configs for +Fabric-backed NeMo Agents. Run the commands below from the repository root. Fabric dependencies are currently optional so the default workspace does not -force other Fabric consumers onto the `0.1.0a20260724` SDK API before they migrate. -Install them explicitly before local Fabric smoke tests: +force other Fabric consumers onto the current Fabric SDK/runtime API before they +migrate. ```bash uv pip install -e "plugins/nemo-agents[fabric]" ``` +For Codex/Claude Relay telemetry, install the Relay CLI separately: + +```bash +cargo install nemo-relay-cli --root .venv +.venv/bin/nemo-relay --version +``` + Top-level `skills`, `mcp`, and `tools` are Platform-owned shared fields that translate into `FabricConfig`. Prompt settings are harness-specific for now and should be configured under `harnesses..settings`. -## Codex +## Local invoke -Authenticate Codex, leave `default_harness: codex` in `agent.yaml`, and run: +`agent.yaml` is the telemetry-neutral example. Authenticate Codex, then run: ```bash -npm install -g @openai/codex codex login nemo agents invoke \ @@ -28,6 +34,34 @@ nemo agents invoke \ --input "Reply with exactly: platform fabric works" ``` +## Relay Local Files + +`agent-relay.yaml` enables Relay telemetry without Intake. It writes local ATIF +and ATOF artifacts under the deployment artifacts directory. + +```bash +nemo agents create \ + --name fabric-relay-local-test \ + --agent-config plugins/nemo-agents/examples/nemo-agent-config/agent-relay.yaml + +nemo agents deploy \ + --agent fabric-relay-local-test \ + --name fabric-relay-local-test-deployment \ + --mode subprocess + +nemo agents invoke \ + --agent-deployment fabric-relay-local-test-deployment \ + --input "Reply with exactly: relay local works" +``` + +Confirm Relay emitted both ATIF and ATOF files: + +```bash +find ~/.local/share/nemo/agents/system/default/fabric-relay-local-test-deployment-fabric/artifacts \ + \( -name "*atif*" -o -name "*atof*" \) \ + -exec ls -lh {} \; +``` + ## Hermes Hermes Agent has dependencies that conflict with the Platform environment, so @@ -51,3 +85,45 @@ nemo agents invoke \ --agent-config plugins/nemo-agents/examples/nemo-agent-config/agent.yaml \ --input "Reply with exactly: platform hermes works" ``` + +## Relay to Intake (Local) + +`agent-relay-intake.yaml` enables Relay ATIF export to a locally running +Platform Intake API. Start ClickHouse for Intake, start Platform, then create +and deploy the agent: + +```bash +services/intake/scripts/spans/run_clickhouse.sh + +nemo agents create \ + --name fabric-relay-intake \ + --agent-config plugins/nemo-agents/examples/nemo-agent-config/agent-relay-intake.yaml + +nemo agents deploy \ + --agent fabric-relay-intake \ + --name fabric-relay-intake-deployment \ + --mode subprocess + +nemo agents invoke \ + --agent-deployment fabric-relay-intake-deployment \ + --input "Reply with exactly: platform fabric works" +``` + +Confirm Intake received ATIF-derived spans: + +```bash +curl -g -s "http://127.0.0.1:8080/apis/intake/v2/workspaces/default/spans?page_size=20" \ + | jq '.data[] | {session_id, name, source, started_at}' +``` + +To inspect traces in Studio, run the web app with Intake enabled: + +```bash +cd web +VITEST=true \ +VITE_FF_INTAKE_ENABLED=true \ +VITE_PLATFORM_BASE_URL=http://localhost:8080 \ +pnpm --filter nemo-studio-ui start --host 127.0.0.1 +``` + +Then open `http://localhost:5173/studio/workspaces/default/intake/traces`. diff --git a/plugins/nemo-agents/examples/nemo-agent-config/agent-relay.yaml b/plugins/nemo-agents/examples/nemo-agent-config/agent-relay.yaml new file mode 100644 index 0000000000..5cac9ed78b --- /dev/null +++ b/plugins/nemo-agents/examples/nemo-agent-config/agent-relay.yaml @@ -0,0 +1,61 @@ +config_format: nemo-agents-spec-v1 +name: test-agent +description: Test agent config + +default_harness: codex + +harnesses: + hermes: + kind: hermes + model: + provider: nvidia + model: nvidia/nemotron-3-nano-30b-a3b + api_key_env: NVIDIA_API_KEY + temperature: 0.0 + settings: + python_env: HERMES_ADAPTER_PYTHON + base_url: https://integrate.api.nvidia.com/v1 + max_iterations: 1 + max_tokens: 512 + reasoning_config: + effort: none + enabled_toolsets: [] + system_prompt: You are a concise test assistant. + codex: + kind: codex + settings: + sandbox: workspace-write + system_prompt: You are a concise test assistant. + config_overrides: + model_reasoning_effort: high + +models: + default: + provider: openai + model: openai/gpt-5.4 + +skills: + paths: [] + +mcp: + servers: {} + +tools: + blocked: [] + +environment: + workspace: ./workspace + artifacts: ./artifacts + +telemetry: + enabled: true + provider: relay + output_dir: ./artifacts/relay + project: test-agent + atif: + enabled: true + filename_template: trajectory-{session_id}.atif.json + atof: + enabled: true + filename: events.atof.jsonl + mode: overwrite From 7fca77427edfae50de2ea3389753274b6a0f2d86 Mon Sep 17 00:00:00 2001 From: Manjesh Mogallapalli Date: Tue, 28 Jul 2026 18:11:15 -0500 Subject: [PATCH 6/7] regenerate uv lock Signed-off-by: Manjesh Mogallapalli --- uv.lock | 733 +++++++------------------------------------------------- 1 file changed, 82 insertions(+), 651 deletions(-) diff --git a/uv.lock b/uv.lock index 35ef85243e..1fe349d2a4 100644 --- a/uv.lock +++ b/uv.lock @@ -1,16 +1,13 @@ version = 1 revision = 3 -requires-python = 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74cbd28902b1592de74204456e9af918ccb2f46d Mon Sep 17 00:00:00 2001 From: Manjesh Mogallapalli Date: Tue, 28 Jul 2026 18:29:02 -0500 Subject: [PATCH 7/7] nit Signed-off-by: Manjesh Mogallapalli --- .../nemo_agents_plugin/fabric/translator.py | 7 +++--- .../tests/unit/test_fabric_translator.py | 25 +++++++++++++++++++ 2 files changed, 29 insertions(+), 3 deletions(-) diff --git a/plugins/nemo-agents/src/nemo_agents_plugin/fabric/translator.py b/plugins/nemo-agents/src/nemo_agents_plugin/fabric/translator.py index d06a1b05de..1151ddf873 100644 --- a/plugins/nemo-agents/src/nemo_agents_plugin/fabric/translator.py +++ b/plugins/nemo-agents/src/nemo_agents_plugin/fabric/translator.py @@ -165,9 +165,10 @@ def _relay_atof_config(atof_config: dict[str, Any], output_dir: str | None) -> d for endpoint in atof.pop("endpoints", []) or []: stream_sink = dict(endpoint) - if "endpoint" in stream_sink and "url" not in stream_sink: - stream_sink["url"] = stream_sink.pop("endpoint") - stream_sink.setdefault("type", "stream") + endpoint_url = stream_sink.pop("endpoint", None) + if endpoint_url is not None and "url" not in stream_sink: + stream_sink["url"] = endpoint_url + stream_sink["type"] = "stream" sinks.append(stream_sink) translated = {"enabled": atof.pop("enabled", False)} diff --git a/plugins/nemo-agents/tests/unit/test_fabric_translator.py b/plugins/nemo-agents/tests/unit/test_fabric_translator.py index a09c23c540..ced48f1104 100644 --- a/plugins/nemo-agents/tests/unit/test_fabric_translator.py +++ b/plugins/nemo-agents/tests/unit/test_fabric_translator.py @@ -220,3 +220,28 @@ def test_relay_telemetry_uses_latest_fabric_shape(self) -> None: ], }, } + + def test_relay_atof_endpoint_sinks_translate_to_stream_sinks(self) -> None: + payload = copy.deepcopy(_example_yaml_config()) + payload["telemetry"]["enabled"] = True + payload["telemetry"]["atof"] = { + "enabled": True, + "endpoints": [ + { + "type": "file", + "endpoint": "http://localhost:4318/v1/events", + "timeout_millis": 3000, + } + ], + } + config = AgentConfig.model_validate(payload) + + fabric_config = translate_agent_config(config) + + assert fabric_config.relay.observability.model_dump(exclude_none=True)["atof"]["sinks"] == [ + { + "type": "stream", + "url": "http://localhost:4318/v1/events", + "timeout_millis": 3000, + } + ]