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4 changes: 4 additions & 0 deletions adapters/common/src/nemo_fabric_adapters/common/__init__.py
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# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0

"""Shared helpers for Fabric adapter implementations."""
327 changes: 327 additions & 0 deletions adapters/common/src/nemo_fabric_adapters/common/hermes.py
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# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0

"""Shared Hermes adapter helpers."""

from __future__ import annotations

import json
import os
from pathlib import Path
from typing import Any


def effective_config(payload: dict[str, Any]) -> dict[str, Any]:
return payload.get("effective_config") or {}


def fabric_config(payload: dict[str, Any]) -> dict[str, Any]:
return effective_config(payload).get("config") or {}


def config_root(payload: dict[str, Any]) -> str:
return effective_config(payload).get("config_root") or payload.get("config_root") or "."


def agent_name(payload: dict[str, Any]) -> str:
return effective_config(payload).get("agent_name") or payload.get("agent_name") or "fabric-agent"


def runtime_context(payload: dict[str, Any]) -> dict[str, Any]:
return payload.get("runtime_context") or {}


def request_payload(payload: dict[str, Any]) -> dict[str, Any]:
return payload.get("request") or {}


def environment_payload(payload: dict[str, Any]) -> dict[str, Any]:
return runtime_context(payload).get("environment") or payload.get("environment") or {}


def settings_payload(payload: dict[str, Any]) -> dict[str, Any]:
harness = fabric_config(payload).get("harness") or {}
return harness.get("settings") or payload.get("settings") or {}


def models_payload(payload: dict[str, Any]) -> dict[str, Any]:
return fabric_config(payload).get("models") or payload.get("models") or {}


def capability_plan(payload: dict[str, Any]) -> dict[str, Any]:
return payload.get("capability_plan") or payload.get("capabilities") or {}


def default_base_url(provider: str | None) -> str | None:
if provider == "nvidia":
return "https://integrate.api.nvidia.com/v1"
return None


def get_base_url(settings: dict[str, Any], model_config: dict[str, Any]) -> str | None:
return (
settings.get("base_url")
or (model_config.get("settings") or {}).get("base_url")
or default_base_url(model_config.get("provider"))
)


def selected_model_config(payload: dict[str, Any]) -> dict[str, Any]:
settings = settings_payload(payload)
models = models_payload(payload)
model_config = models.get(settings.get("model", "default"), {})
if not isinstance(model_config, dict):
return {}
return model_config


def build_hermes_config(payload: dict[str, Any], *, relay_enabled: bool = False) -> dict[str, Any]:
settings = settings_payload(payload)
model_config = selected_model_config(payload)
native = capability_plan(payload).get("native") or {}
environment = environment_payload(payload)

model_name = settings.get("model_name") or model_config.get("model", "")
provider = settings.get("provider") or model_config.get("provider")
base_url = get_base_url(settings, model_config)

config: dict[str, Any] = {
"model": without_none(
{
"provider": provider,
"default": model_name,
"base_url": base_url,
}
),
"agent": without_none(
{
"max_turns": settings.get("max_iterations"),
"disabled_toolsets": settings.get("disabled_toolsets"),
}
),
"terminal": without_none(
{
"backend": settings.get("terminal_backend", "local"),
"cwd": str(environment.get("workspace") or settings.get("workspace") or "."),
"timeout": settings.get("terminal_timeout", 60),
}
),
}

skill_dirs = [str(path) for path in native.get("skill_paths", [])]
if skill_dirs:
config["skills"] = {"external_dirs": skill_dirs}

mcp_servers = native.get("mcp_servers") or {}
if mcp_servers:
config["mcp_servers"] = {
name: hermes_mcp_server_config(server)
for name, server in sorted(mcp_servers.items())
}

if "enabled_toolsets" in settings:
config["platform_toolsets"] = {
settings.get("toolset_platform", "cli"): normalize_list(settings.get("enabled_toolsets"))
}

plugins = normalize_list(settings.get("plugins_enabled"))
if relay_enabled and "observability/nemo_relay" not in plugins:
plugins.append("observability/nemo_relay")
if plugins:
config["plugins"] = {"enabled": plugins}

return config


def write_hermes_config(
payload: dict[str, Any],
hermes_home: Path,
*,
relay_enabled: bool = False,
require_yaml: bool = False,
missing_yaml_message: str = "PyYAML is required to write Hermes config",
) -> tuple[Path, dict[str, Any]]:
hermes_home.mkdir(parents=True, exist_ok=True)
config = build_hermes_config(payload, relay_enabled=relay_enabled)
config_path = hermes_home / "config.yaml"
config_path.write_text(
dump_yaml(
config,
require_yaml=require_yaml,
missing_yaml_message=missing_yaml_message,
),
encoding="utf-8",
)
return config_path, config


def dump_yaml(
value: dict[str, Any],
*,
require_yaml: bool = False,
missing_yaml_message: str = "PyYAML is required to write Hermes config",
) -> str:
try:
import yaml
except ImportError as exc:
if require_yaml:
raise RuntimeError(missing_yaml_message) from exc
return json.dumps(value, indent=2, sort_keys=False) + "\n"
return yaml.safe_dump(value, sort_keys=False)


def hermes_mcp_server_config(server: dict[str, Any]) -> dict[str, Any]:
transport = str(server.get("transport") or "").strip().lower()
target = os.path.expandvars(str(server.get("url") or ""))
config: dict[str, Any] = {"enabled": True}
if transport in {"stdio", "command", "process"}:
config["command"] = target
else:
config["url"] = target
if transport:
config["transport"] = transport
return config


def normalize_list(value: Any) -> list[str]:
if value is None:
return []
if isinstance(value, str):
value = [value]
if not isinstance(value, list):
value = [value]
return [str(item) for item in value if str(item)]


def without_none(mapping: dict[str, Any]) -> dict[str, Any]:
return {key: value for key, value in mapping.items() if value is not None}


def summarize_hermes_config(config: dict[str, Any]) -> dict[str, Any]:
return {
"model": config.get("model", {}),
"terminal": config.get("terminal", {}),
"skill_dirs": (config.get("skills") or {}).get("external_dirs", []),
"mcp_servers": sorted((config.get("mcp_servers") or {}).keys()),
"plugins": (config.get("plugins") or {}).get("enabled", []),
"platform_toolsets": config.get("platform_toolsets", {}),
}


def configure_hermes_relay(payload: dict[str, Any]) -> dict[str, Any] | None:
if os.environ.get("FABRIC_RELAY_ENABLED") != "true":
return None

relay_plugin_config = load_relay_plugin_config(payload)
observability = next(
(
component.get("config") or {}
for component in relay_plugin_config.get("components", [])
if component.get("kind") == "observability" and component.get("enabled", True)
),
{},
)
atof = observability.get("atof") if isinstance(observability, dict) else None
atif = observability.get("atif") if isinstance(observability, dict) else None

if isinstance(atof, dict) and atof.get("enabled"):
os.environ["HERMES_NEMO_RELAY_ATOF_ENABLED"] = "1"
os.environ["HERMES_NEMO_RELAY_ATOF_OUTPUT_DIRECTORY"] = str(atof["output_directory"])
os.environ["HERMES_NEMO_RELAY_ATOF_FILENAME"] = str(atof.get("filename", "events.atof.jsonl"))
os.environ["HERMES_NEMO_RELAY_ATOF_MODE"] = str(atof.get("mode", "overwrite"))

if isinstance(atif, dict) and atif.get("enabled"):
os.environ["HERMES_NEMO_RELAY_ATIF_ENABLED"] = "1"
os.environ["HERMES_NEMO_RELAY_ATIF_OUTPUT_DIRECTORY"] = str(atif["output_directory"])
os.environ["HERMES_NEMO_RELAY_ATIF_FILENAME_TEMPLATE"] = str(
atif.get("filename_template", "trajectory-{session_id}.atif.json")
)
os.environ["HERMES_NEMO_RELAY_ATIF_AGENT_NAME"] = str(
atif.get("agent_name") or agent_name(payload)
)
os.environ["HERMES_NEMO_RELAY_ATIF_AGENT_VERSION"] = str(atif.get("agent_version", "fabric-poc"))
os.environ["HERMES_NEMO_RELAY_ATIF_MODEL_NAME"] = str(atif.get("model_name") or relay_model_name(payload))

return relay_plugin_config
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def load_relay_plugin_config(payload: dict[str, Any]) -> dict[str, Any]:
config_path = os.environ.get("FABRIC_RELAY_CONFIG_PATH")
if not config_path:
raise RuntimeError("FABRIC_RELAY_CONFIG_PATH is required when Relay is enabled")

with Path(config_path).open(encoding="utf-8") as stream:
wrapper = json.load(stream)

relay = wrapper.get("relay", {})
plugin_config = relay.get("config") or {}
if "components" not in plugin_config:
plugin_config = {
"version": 1,
"components": [
{
"kind": "observability",
"enabled": True,
"config": plugin_config or {"version": 1},
}
],
}
plugin_config.setdefault("version", 1)
plugin_config.setdefault("components", [])
normalize_relay_output_dirs(plugin_config, payload)
return plugin_config


def normalize_relay_output_dirs(plugin_config: dict[str, Any], payload: dict[str, Any]) -> None:
base = Path(config_root(payload)).resolve()
for component in plugin_config.get("components", []):
if component.get("kind") != "observability":
continue
config = component.setdefault("config", {})
config.setdefault("version", 1)
for section_name in ("atof", "atif"):
section = config.get(section_name)
if not isinstance(section, dict) or not section.get("enabled"):
continue
output_directory = section.get("output_directory")
if output_directory:
path = Path(output_directory)
if not path.is_absolute():
section["output_directory"] = str(base / path)
else:
section["output_directory"] = str(base / "artifacts" / "relay")
if section_name == "atof":
section.setdefault("filename", "events.atof.jsonl")
section.setdefault("mode", "overwrite")
if section_name == "atif":
section.setdefault("filename_template", "trajectory-{session_id}.atif.json")
section.setdefault("agent_name", agent_name(payload))
section.setdefault("model_name", relay_model_name(payload))


def relay_model_name(payload: dict[str, Any]) -> str:
settings = settings_payload(payload)
models = models_payload(payload)
model_config = models.get(settings.get("model", "default"), {})
return settings.get("model_name") or model_config.get("model") or "unknown"
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def collect_relay_artifacts(plugin_config: dict[str, Any]) -> list[dict[str, str]]:
artifacts: list[dict[str, str]] = []
for component in plugin_config.get("components", []):
if component.get("kind") != "observability":
continue
config = component.get("config") or {}
for section_name, pattern in (
("atof", "*.jsonl"),
("atif", "*.json"),
):
section = config.get(section_name)
if not isinstance(section, dict) or not section.get("enabled"):
continue
directory = Path(section.get("output_directory") or ".")
if not directory.exists():
continue
for path in sorted(directory.glob(pattern)):
artifacts.append({"kind": section_name, "path": str(path)})
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return artifacts
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