diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index ce60915d51..54b1c7f622 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -839,6 +839,49 @@ jobs:
             coverage.json
             coverage-html/
 
+  fabric-wheel-smoke:
+    name: Fabric wheel install smoke (Linux)
+    needs: [changes]
+    if: >
+      !cancelled() &&
+      needs.changes.outputs.deps == 'true'
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          # This job installs and imports third-party wheels; don't leave GITHUB_TOKEN in .git/config.
+          persist-credentials: false
+      - name: Install uv
+        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        with:
+          python-version: "3.11"
+          enable-cache: true
+          cache-dependency-glob: uv.lock
+      # Installs the published nemo-fabric wheels (+ codex/claude/deepagents adapters) from the lock.
+      # Linux is where jobs actually execute the runtime, and it validates that the manylinux
+      # nemo-fabric-runtime wheel installs on the runner's glibc.
+      - name: Install nemo-evaluator-sdk[fabric] from the lock
+        run: uv sync --frozen --package nemo-evaluator-sdk --extra fabric
+      # Import the Fabric SDK surface that agent_eval/runtimes/fabric/runtime.py depends on, so the
+      # published package is exercised for real instead of only via the hermetic fake-nemo_fabric tests.
+      - name: Import the Fabric SDK surface the runtime uses
+        run: |
+          uv run --frozen --no-sync python - <<'PY'
+          import nemo_fabric
+          from nemo_fabric import (
+              EnvironmentConfig,
+              Fabric,
+              FabricConfig,
+              FabricProfileConfig,
+              RunRequest,
+              RunResult,
+          )
+          print("nemo_fabric import OK:", nemo_fabric.__file__)
+          PY
+
   python-integration-test:
     name: Python integration tests
     needs: [policy-wasm]
@@ -1772,6 +1815,7 @@ jobs:
       - policy-wasm
       - python-unit-test-tools
       - python-unit-test
+      - fabric-wheel-smoke
       # Enable if you want this required
       # - python-integration-test
       - require-nvskills
diff --git a/packages/nemo_evaluator_sdk/pyproject.toml b/packages/nemo_evaluator_sdk/pyproject.toml
index 4bcff065d2..a61ce36a83 100644
--- a/packages/nemo_evaluator_sdk/pyproject.toml
+++ b/packages/nemo_evaluator_sdk/pyproject.toml
@@ -30,7 +30,7 @@ dependencies = [
   "ragas==0.4.3",
   "langchain-openai>=1.3.5",
   "langchain-nvidia-ai-endpoints>=1.4.3,<2.0.0",
-  "nemo-relay>=0.4.0,<0.5.0",
+  "nemo-relay>=0.5.0,<0.7",
 ]
 version = "0.0.0"
 
@@ -54,6 +54,21 @@ harbor = [
 nemo-platform = [
   "nemo-platform-sdk",
 ]
+# NeMo Fabric agent-eval runtime (FabricAgentRuntime / FabricContainerRuntime). Installs the
+# published Fabric SDK + adapters instead of a source build. Notes:
+#   * The native `nemo-fabric-runtime` wheel (which provides the `nemo_fabric` module) ships
+#     manylinux *and* macOS arm64 as of 0.1.0rc2, so the extra resolves on every environment in
+#     [tool.uv] environments and needs no platform marker. macOS-native dev can still use
+#     script/dev-install-fabric.sh to build Fabric from source; that script also cargo-installs the
+#     `nemo-relay` gateway binary (not published to PyPI) needed for live ATIF trajectory capture.
+#   * Fabric has not cut a final 0.1.0 yet, so the explicit prerelease in the specifier scopes uv's
+#     prerelease allowance to just this package (workspace prerelease = "if-necessary-or-explicit").
+#   * The `hermes` extra is intentionally omitted: hermes-agent pins `requests==2.33.0` exactly,
+#     which conflicts with the workspace's `requests>=2.33.1` floor (root pyproject.toml). Re-add it
+#     once hermes-agent loosens that pin. (hermes is Python<3.14-gated upstream regardless.)
+fabric = [
+  "nemo-fabric[claude,codex,deepagents,runtime]>=0.1.0rc2",
+]
 
 [build-system]
 requires = ["hatchling"]
diff --git a/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/_common.py b/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/_common.py
index 4ed7e12e24..82b695aad3 100644
--- a/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/_common.py
+++ b/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/_common.py
@@ -23,7 +23,13 @@
 from nemo_evaluator_sdk.agent_eval.tasks import AgentEvalTask
 from nemo_evaluator_sdk.agent_eval.trials import AgentEvalTrial, AgentEvalTrialStatus
 from nemo_evaluator_sdk.values.evidence import CandidateEvidence, EvidenceDescriptor
-from nemo_relay.observability import AtifConfig, AtofConfig, ComponentSpec, ObservabilityConfig
+from nemo_relay.observability import (
+    AtifConfig,
+    AtofConfig,
+    AtofFileSinkConfig,
+    ComponentSpec,
+    ObservabilityConfig,
+)
 
 # Trajectory profile identity + the file-exporter output names we choose (Relay accepts these as
 # inputs). Shared so both runtimes select/emit the trajectory under identical names.
@@ -122,11 +128,17 @@ def trajectory_telemetry(*, relay_dir: str, agent_name: str, agent_version: str)
                 agent_name=agent_name,
                 agent_version=agent_version,
             ),
+            # nemo-relay 0.6 moved ATOF's destination out of AtofConfig and into a list of typed
+            # sinks; the file sink carries the fields the flat 0.5 config used to hold directly.
             atof=AtofConfig(
                 enabled=True,
-                output_directory=relay_dir,
-                filename=ATOF_FILENAME,
-                mode="overwrite",
+                sinks=[
+                    AtofFileSinkConfig(
+                        output_directory=relay_dir,
+                        filename=ATOF_FILENAME,
+                        mode="overwrite",
+                    )
+                ],
             ),
         )
     )
diff --git a/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/runtime.py b/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/runtime.py
index 47d31788b0..59e15cddc4 100644
--- a/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/runtime.py
+++ b/packages/nemo_evaluator_sdk/src/nemo_evaluator_sdk/agent_eval/runtimes/fabric/runtime.py
@@ -559,6 +559,7 @@ def _relay_config(self, relay_dir: Path) -> dict[str, Any]:
             from nemo_relay.observability import (  # ty: ignore[unresolved-import]
                 AtifConfig,
                 AtofConfig,
+                AtofFileSinkConfig,
                 ComponentSpec,
                 ObservabilityConfig,
             )
@@ -575,11 +576,17 @@ def _relay_config(self, relay_dir: Path) -> dict[str, Any]:
                     agent_name=self._runtime_name,
                     agent_version="fabric",
                 ),
+                # nemo-relay 0.6 moved ATOF's destination out of AtofConfig and into a list of typed
+                # sinks; the file sink carries the fields the flat 0.5 config used to hold directly.
                 atof=AtofConfig(
                     enabled=True,
-                    output_directory=relay_dir_str,
-                    filename=_ATOF_FILENAME,
-                    mode="overwrite",
+                    sinks=[
+                        AtofFileSinkConfig(
+                            output_directory=relay_dir_str,
+                            filename=_ATOF_FILENAME,
+                            mode="overwrite",
+                        )
+                    ],
                 ),
             )
         )
diff --git a/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_container_runtime.py b/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_container_runtime.py
index a20d0e31d6..13ab68eab4 100644
--- a/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_container_runtime.py
+++ b/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_container_runtime.py
@@ -320,10 +320,14 @@ def test_trajectory_profile_built_from_relay_types() -> None:
     component = FabricContainerRuntime._trajectory_profile()["telemetry"]["config"]["components"][0]
     assert component["kind"] == "observability" and component["enabled"] is True
     cfg = component["config"]
-    # The ATIF/ATOF file exporter is configured with the names both runtimes agree on.
+    # The ATIF/ATOF file exporter is configured with the names both runtimes agree on. Since
+    # nemo-relay 0.6 the ATOF destination lives in a typed sink list rather than flat on the config.
     assert cfg["atif"]["enabled"] is True
     assert cfg["atif"]["filename_template"] == crt._common.ATIF_FILENAME_TEMPLATE
-    assert cfg["atof"]["filename"] == crt._common.ATOF_FILENAME
+    assert cfg["atof"]["enabled"] is True
+    (atof_sink,) = cfg["atof"]["sinks"]
+    assert atof_sink["type"] == "file"
+    assert atof_sink["filename"] == crt._common.ATOF_FILENAME
 
 
 async def test_sandbox_exception_is_isolated_per_task(tmp_path: Path) -> None:
diff --git a/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_runtime.py b/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_runtime.py
index 34b77e94fb..5d6508188b 100644
--- a/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_runtime.py
+++ b/packages/nemo_evaluator_sdk/tests/agent_eval/test_fabric_runtime.py
@@ -101,7 +101,14 @@ def __init__(self, **kwargs: Any) -> None:
         self.kwargs = kwargs
 
     def to_dict(self) -> dict[str, Any]:
-        return {key: (value.to_dict() if hasattr(value, "to_dict") else value) for key, value in self.kwargs.items()}
+        return {key: _unwrap(value) for key, value in self.kwargs.items()}
+
+
+def _unwrap(value: Any) -> Any:
+    """Recursively render a fake relay config value, including inside sink lists."""
+    if isinstance(value, list):
+        return [_unwrap(item) for item in value]
+    return value.to_dict() if hasattr(value, "to_dict") else value
 
 
 class _FakeComponentSpec:
@@ -244,6 +251,7 @@ def plan(self, agent: Any, *, profiles: Any = None, base_dir: Any = None) -> _Fa
     observability_mod = types.ModuleType("nemo_relay.observability")
     observability_mod.AtifConfig = _FakeRelayConfig  # type: ignore[attr-defined]
     observability_mod.AtofConfig = _FakeRelayConfig  # type: ignore[attr-defined]
+    observability_mod.AtofFileSinkConfig = _FakeRelayConfig  # type: ignore[attr-defined]
     observability_mod.ObservabilityConfig = _FakeRelayConfig  # type: ignore[attr-defined]
     observability_mod.ComponentSpec = _FakeComponentSpec  # type: ignore[attr-defined]
     relay_mod.observability = observability_mod  # type: ignore[attr-defined]
diff --git a/packages/nemo_platform/pyproject.toml b/packages/nemo_platform/pyproject.toml
index fd7944b7e7..7321e64617 100644
--- a/packages/nemo_platform/pyproject.toml
+++ b/packages/nemo_platform/pyproject.toml
@@ -295,7 +295,7 @@ nemo-evaluator-sdk = [
   "ragas==0.4.3",
   "langchain-openai>=1.3.5",
   "langchain-nvidia-ai-endpoints>=1.4.3,<2.0.0",
-  "nemo-relay>=0.4.0,<0.5.0",
+  "nemo-relay>=0.5.0,<0.7",
 ]
 
 # Generated from [tool.bundle-package]; do not edit by hand.
diff --git a/script/dev-install-fabric.sh b/script/dev-install-fabric.sh
index 6c966fc324..29d5f7405d 100755
--- a/script/dev-install-fabric.sh
+++ b/script/dev-install-fabric.sh
@@ -4,20 +4,30 @@
 #
 # Dev-only: set up the local dependencies the Fabric eval runner needs so the type checker and a
 # live FabricAgentRuntime run work end-to-end:
-#   1. the native `nemo-fabric` SDK (with the codex + relay extras) into the project venv, and
-#   2. the `nemo-relay` gateway binary (required for ATIF trajectory capture on the codex harness).
+#   1. the native `nemo-fabric` SDK (with the codex + relay + runtime extras) into the project venv, and
+#   2. the `nemo-relay` gateway binary (required for ATIF trajectory capture on out-of-process
+#      harnesses like codex).
 # This is an imperative install — it does NOT touch uv.lock, and CI intentionally runs without it
 # (the `# ty: ignore[unresolved-import]` in agent_eval/runtimes/fabric/runtime.py covers the CI case).
 #
-# nemo-fabric and the nemo-relay gateway are private/native builds with no published wheel/binary in
-# our index, so they can't be locked dependencies yet (see
-# plugins/nemo-evaluator/docs/design/fabric-runner-integration.md, Tier 3). A live codex run also
-# needs the `codex` CLI + `codex login` auth.
+# You no longer need this script just to get the SDK: `nemo-fabric` publishes wheels to PyPI
+# (manylinux + macOS arm64 as of 0.1.0rc2) and is a locked `fabric` extra on nemo-evaluator-sdk —
+# install it with `uv sync --extra fabric` (or `uv pip install "nemo-evaluator-sdk[fabric]"`).
+# This script remains the path for (a) running against an unreleased NeMo-Fabric checkout, (b) Intel
+# macOS, where no nemo-fabric-runtime wheel is published, and (c) the relay gateway binary below.
+#
+# The `nemo-relay` gateway is NOT on PyPI (the pip `nemo-relay` package ships only the Python
+# bindings, not the daemon), but NeMo-Relay publishes prebuilt gateway binaries on its GitHub
+# releases (macOS arm64 + static-musl Linux). We download one directly — no NeMo-Relay checkout or
+# Rust build needed. A live codex run also needs the `codex` CLI + `codex login` auth.
+# See plugins/nemo-evaluator/docs/design/fabric-runner-integration.md.
 #
 # Usage:
-#   script/dev-install-fabric.sh                 # NeMo-Fabric+NeMo-Relay under $HOME/workspace
-#   NEMO_FABRIC_REPO=... NEMO_RELAY_REPO=... script/dev-install-fabric.sh
-#   script/dev-install-fabric.sh --uninstall     # restore the CI-equivalent (no nemo-fabric) state
+#   script/dev-install-fabric.sh                                  # SDK from checkout + downloaded gateway
+#   NEMO_FABRIC_REPO=/path/to/NeMo-Fabric script/dev-install-fabric.sh
+#   NEMO_RELAY_VERSION=0.6.0-rc.2 script/dev-install-fabric.sh    # pin a different gateway release
+#   NEMO_RELAY_REPO=/path/to/NeMo-Relay script/dev-install-fabric.sh  # force a source build instead
+#   script/dev-install-fabric.sh --uninstall                     # restore the CI-equivalent state
 set -euo pipefail
 
 VENV_PY=".venv/bin/python"
@@ -27,14 +37,19 @@ if [ ! -x "$VENV_PY" ]; then
 fi
 
 if [ "${1:-}" = "--uninstall" ]; then
-  uv pip uninstall --python "$VENV_PY" nemo-fabric
+  # Remove the runtime (which provides the importable `nemo_fabric`) + adapters, not just the
+  # metapackage, so `import nemo_fabric` fails again and the venv matches the CI/lock state.
+  uv pip uninstall --python "$VENV_PY" \
+    nemo-fabric nemo-fabric-runtime nemo-fabric-adapters-codex nemo-fabric-adapters-common
   echo "Removed nemo-fabric; venv is back to the lock-consistent / CI-equivalent state."
-  echo "(The nemo-relay gateway binary, if installed, is left in place — remove it from ~/.cargo/bin manually if desired.)"
+  echo "(The nemo-relay gateway binary, if installed, is left in place — remove ~/.cargo/bin/nemo-relay manually if desired.)"
   exit 0
 fi
 
-# nemo-fabric builds a Rust/pyo3 extension via maturin and the relay gateway is a Rust CLI, so cargo
-# must be on PATH.
+# This script always installs the SDK from a NeMo-Fabric checkout, and the `runtime` extra builds
+# nemo-fabric-runtime (a Rust/pyo3 extension) from source via maturin, so cargo must be on PATH. The
+# relay gateway is downloaded prebuilt below and does NOT need cargo unless a source build is forced
+# via NEMO_RELAY_REPO.
 if ! command -v cargo >/dev/null 2>&1 && [ -f "$HOME/.cargo/env" ]; then
   # shellcheck disable=SC1091
   . "$HOME/.cargo/env"
@@ -44,32 +59,86 @@ if ! command -v cargo >/dev/null 2>&1; then
   exit 1
 fi
 
-# 1. nemo-fabric SDK (+ codex and relay extras) into the project venv.
+# 1. nemo-fabric SDK into the project venv. The `runtime` extra provides the importable `nemo_fabric`
+#    module (built from source here); `codex`+`relay` add the codex adapter + ATIF trajectory deps.
 FABRIC_REPO="${NEMO_FABRIC_REPO:-$HOME/workspace/NeMo-Fabric}"
 if [ ! -d "$FABRIC_REPO" ]; then
   echo "NeMo-Fabric checkout not found at: $FABRIC_REPO" >&2
   echo "Clone it (gh repo clone NVIDIA/NeMo-Fabric) or set NEMO_FABRIC_REPO=/path/to/NeMo-Fabric." >&2
   exit 1
 fi
-echo "Building + installing nemo-fabric[codex,relay] from $FABRIC_REPO into $VENV_PY ..."
-uv pip install --python "$VENV_PY" "${FABRIC_REPO}[codex,relay]"
+echo "Building + installing nemo-fabric[codex,relay,runtime] from $FABRIC_REPO into $VENV_PY ..."
+uv pip install --python "$VENV_PY" "${FABRIC_REPO}[codex,relay,runtime]"
 "$VENV_PY" -c "import nemo_fabric; from nemo_fabric import Fabric, RunResult; print('nemo_fabric OK:', nemo_fabric.__file__)"
 
-# 2. nemo-relay gateway binary (codex -> OTLP -> gateway -> trajectory-*.atif.json). Required for
-#    trajectory capture; the pip `nemo-relay` package does NOT ship this executable.
+# 2. nemo-relay gateway binary — required for live ATIF trajectory capture on out-of-process
+#    harnesses (codex). The pip `nemo-relay` package does NOT ship this daemon, so we download the
+#    prebuilt binary from the NeMo-Relay GitHub releases (override with NEMO_RELAY_VERSION). Set
+#    NEMO_RELAY_REPO to force a source build (e.g. on a platform with no prebuilt asset).
+NEMO_RELAY_VERSION="${NEMO_RELAY_VERSION:-0.5.0}"
+RELAY_BIN_DIR="${CARGO_HOME:-$HOME/.cargo}/bin"
+# Skip provisioning only when an existing nemo-relay already matches NEMO_RELAY_VERSION, so an
+# explicit version request is honored rather than silently short-circuited by any PATH match.
+need_relay_install=1
 if command -v nemo-relay >/dev/null 2>&1; then
-  echo "nemo-relay gateway already on PATH: $(command -v nemo-relay) ($(nemo-relay --version 2>/dev/null || echo '?'))"
-else
-  RELAY_REPO="${NEMO_RELAY_REPO:-$HOME/workspace/NeMo-Relay}"
-  if [ ! -d "$RELAY_REPO" ]; then
-    echo "nemo-relay gateway not on PATH and NeMo-Relay checkout not found at: $RELAY_REPO" >&2
-    echo "Clone it (gh repo clone NVIDIA/NeMo-Relay) or set NEMO_RELAY_REPO=/path/to/NeMo-Relay." >&2
-    echo "Trajectory (ATIF) capture will fail without the nemo-relay gateway." >&2
-    exit 1
+  installed_relay_ver="$(nemo-relay --version 2>/dev/null | awk '{print $NF}')"
+  if [ "$installed_relay_ver" = "$NEMO_RELAY_VERSION" ]; then
+    echo "nemo-relay gateway already on PATH at requested version ${installed_relay_ver}: $(command -v nemo-relay)"
+    need_relay_install=0
+  else
+    echo "nemo-relay ${installed_relay_ver:-?} on PATH differs from requested ${NEMO_RELAY_VERSION}; (re)installing ..."
+  fi
+fi
+
+if [ "$need_relay_install" = 1 ]; then
+  # Map host platform -> NeMo-Relay release target triple (no Intel-macOS asset is published).
+  relay_target=""
+  case "$(uname -s):$(uname -m)" in
+    Darwin:arm64) relay_target="aarch64-apple-darwin" ;;
+    Linux:x86_64) relay_target="x86_64-unknown-linux-musl" ;;
+    Linux:aarch64 | Linux:arm64) relay_target="aarch64-unknown-linux-musl" ;;
+  esac
+
+  if [ -n "$relay_target" ] && [ -z "${NEMO_RELAY_REPO:-}" ]; then
+    asset="nemo-relay-cli-${relay_target}-${NEMO_RELAY_VERSION}"
+    base="https://github.com/NVIDIA/NeMo-Relay/releases/download/${NEMO_RELAY_VERSION}"
+    tmp="$(mktemp -d)"
+    echo "Downloading nemo-relay gateway ${NEMO_RELAY_VERSION} (${relay_target}) from GitHub releases ..."
+    curl -fsSL -o "${tmp}/nemo-relay" "${base}/${asset}"
+    curl -fsSL -o "${tmp}/nemo-relay.sha256" "${base}/${asset}.sha256"
+    want="$(awk '{print $1}' "${tmp}/nemo-relay.sha256")"
+    if command -v sha256sum >/dev/null 2>&1; then
+      got="$(sha256sum "${tmp}/nemo-relay" | awk '{print $1}')"
+    else
+      got="$(shasum -a 256 "${tmp}/nemo-relay" | awk '{print $1}')"
+    fi
+    if [ "$want" != "$got" ]; then
+      echo "Checksum mismatch for ${asset}: expected ${want}, got ${got}" >&2
+      rm -rf "$tmp"
+      exit 1
+    fi
+    mkdir -p "$RELAY_BIN_DIR"
+    install -m 0755 "${tmp}/nemo-relay" "${RELAY_BIN_DIR}/nemo-relay"
+    rm -rf "$tmp"
+    echo "nemo-relay gateway installed: ${RELAY_BIN_DIR}/nemo-relay ($("${RELAY_BIN_DIR}/nemo-relay" --version 2>/dev/null || echo '?'))"
+    # Warn if the install dir isn't on PATH — live tests resolve the gateway via shutil.which().
+    case ":${PATH}:" in
+      *":${RELAY_BIN_DIR}:"*) : ;;
+      *) echo "NOTE: ${RELAY_BIN_DIR} is not on PATH — add it so 'nemo-relay' is found: export PATH=\"${RELAY_BIN_DIR}:\$PATH\"" >&2 ;;
+    esac
+  else
+    # Fallback: source build from a NeMo-Relay checkout (no prebuilt asset for this platform, e.g.
+    # Intel macOS, or NEMO_RELAY_REPO set explicitly to force a build).
+    RELAY_REPO="${NEMO_RELAY_REPO:-$HOME/workspace/NeMo-Relay}"
+    if [ ! -d "$RELAY_REPO" ]; then
+      echo "No prebuilt nemo-relay gateway for $(uname -s):$(uname -m) and no NeMo-Relay checkout at: $RELAY_REPO" >&2
+      echo "Clone NVIDIA/NeMo-Relay (or set NEMO_RELAY_REPO), or set NEMO_RELAY_VERSION to a release with an asset for your platform." >&2
+      exit 1
+    fi
+    echo "Building + installing the nemo-relay gateway from $RELAY_REPO (cargo install) ..."
+    cargo install --path "$RELAY_REPO/crates/cli" --locked
+    echo "nemo-relay gateway installed: $(command -v nemo-relay) ($(nemo-relay --version 2>/dev/null || echo '?'))"
   fi
-  echo "Building + installing the nemo-relay gateway from $RELAY_REPO (cargo install) ..."
-  cargo install --path "$RELAY_REPO/crates/cli" --locked
-  echo "nemo-relay gateway installed: $(command -v nemo-relay) ($(nemo-relay --version 2>/dev/null || echo '?'))"
 fi
 
 cat <<'EOF'
diff --git a/sdk/python/nemo-platform/pyproject.toml b/sdk/python/nemo-platform/pyproject.toml
index a1b726ade3..4e595c4c2b 100644
--- a/sdk/python/nemo-platform/pyproject.toml
+++ b/sdk/python/nemo-platform/pyproject.toml
@@ -61,7 +61,7 @@ nemo-evaluator-sdk = [
   "ragas==0.4.3",
   "langchain-openai>=1.3.5",
   "langchain-nvidia-ai-endpoints>=1.4.3,<2.0.0",
-  "nemo-relay>=0.4.0,<0.5.0",
+  "nemo-relay>=0.5.0,<0.7",
 ]
 
 [project.entry-points."nemo.skills"]
diff --git a/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/_common.py b/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/_common.py
index 47fd59e63b..38826c9a12 100644
--- a/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/_common.py
+++ b/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/_common.py
@@ -23,7 +23,13 @@
 from nemo_platform.beta.evaluator.agent_eval.tasks import AgentEvalTask
 from nemo_platform.beta.evaluator.agent_eval.trials import AgentEvalTrial, AgentEvalTrialStatus
 from nemo_platform.beta.evaluator.values.evidence import CandidateEvidence, EvidenceDescriptor
-from nemo_relay.observability import AtifConfig, AtofConfig, ComponentSpec, ObservabilityConfig
+from nemo_relay.observability import (
+    AtifConfig,
+    AtofConfig,
+    AtofFileSinkConfig,
+    ComponentSpec,
+    ObservabilityConfig,
+)
 
 # Trajectory profile identity + the file-exporter output names we choose (Relay accepts these as
 # inputs). Shared so both runtimes select/emit the trajectory under identical names.
@@ -122,11 +128,17 @@ def trajectory_telemetry(*, relay_dir: str, agent_name: str, agent_version: str)
                 agent_name=agent_name,
                 agent_version=agent_version,
             ),
+            # nemo-relay 0.6 moved ATOF's destination out of AtofConfig and into a list of typed
+            # sinks; the file sink carries the fields the flat 0.5 config used to hold directly.
             atof=AtofConfig(
                 enabled=True,
-                output_directory=relay_dir,
-                filename=ATOF_FILENAME,
-                mode="overwrite",
+                sinks=[
+                    AtofFileSinkConfig(
+                        output_directory=relay_dir,
+                        filename=ATOF_FILENAME,
+                        mode="overwrite",
+                    )
+                ],
             ),
         )
     )
diff --git a/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/runtime.py b/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/runtime.py
index e8c5fae220..091176068e 100644
--- a/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/runtime.py
+++ b/sdk/python/nemo-platform/src/nemo_platform/beta/evaluator/agent_eval/runtimes/fabric/runtime.py
@@ -559,6 +559,7 @@ def _relay_config(self, relay_dir: Path) -> dict[str, Any]:
             from nemo_relay.observability import (  # ty: ignore[unresolved-import]
                 AtifConfig,
                 AtofConfig,
+                AtofFileSinkConfig,
                 ComponentSpec,
                 ObservabilityConfig,
             )
@@ -575,11 +576,17 @@ def _relay_config(self, relay_dir: Path) -> dict[str, Any]:
                     agent_name=self._runtime_name,
                     agent_version="fabric",
                 ),
+                # nemo-relay 0.6 moved ATOF's destination out of AtofConfig and into a list of typed
+                # sinks; the file sink carries the fields the flat 0.5 config used to hold directly.
                 atof=AtofConfig(
                     enabled=True,
-                    output_directory=relay_dir_str,
-                    filename=_ATOF_FILENAME,
-                    mode="overwrite",
+                    sinks=[
+                        AtofFileSinkConfig(
+                            output_directory=relay_dir_str,
+                            filename=_ATOF_FILENAME,
+                            mode="overwrite",
+                        )
+                    ],
                 ),
             )
         )
diff --git a/uv.lock b/uv.lock
index 42abc6acc5..d002c88e9e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -653,6 +653,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/32/76/cab7af7f16c0b09347f2ebe7ffda7101132f786acb767666dce43055faab/botocore_stubs-1.42.41-py3-none-any.whl", hash = "sha256:9423110fb0e391834bd2ed44ae5f879d8cb370a444703d966d30842ce2bcb5f0", size = 66759, upload-time = "2026-02-03T20:46:13.02Z" },
 ]
 
+[[package]]
+name = "bracex"
+version = "3.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ac/01/5f394b8bcd6e5b92f73130990960423bbb19711f906bd9fe9ea5557c667c/bracex-3.0.1.tar.gz", hash = "sha256:4e38e32392e4a4780fe15d644bfc7c8514057cfc3861e060b11814ce829c25e4", size = 44019, upload-time = "2026-07-20T13:43:00.335Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b8/8f/6f7273a7adb8d73fc8d21ede4376a3e475e52f98435c6007f69100dec8ca/bracex-3.0.1-py3-none-any.whl", hash = "sha256:6523ad83aeb5098a4ee597cff0f964442ff74e460bd3fafaffab6a013ff2288c", size = 11940, upload-time = "2026-07-20T13:42:59.268Z" },
+]
+
 [[package]]
 name = "cachetools"
 version = "7.0.5"
@@ -778,6 +787,22 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ae/34/15f08edd4628f65217de1fc3c1a27c82e46fe357d60c217fc9881e12ebcc/circuitbreaker-2.1.3-py3-none-any.whl", hash = "sha256:87ba6a3ed03fdc7032bc175561c2b04d52ade9d5faf94ca2b035fbdc5e6b1dd1", size = 7737, upload-time = "2025-03-31T08:12:07.802Z" },
 ]
 
+[[package]]
+name = "claude-agent-sdk"
+version = "0.2.120"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "mcp", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "sniffio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/eb/7f/7b69aed292a4edecae132e4dbe6b6decb4e88ec142fc91d117b19058c9e0/claude_agent_sdk-0.2.120.tar.gz", hash = "sha256:e428552f79a76e0d85789369eeb58249b33f350200124e5fc86b24168bd00805", size = 268639, upload-time = "2026-07-15T23:18:50.997Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/80/85/5e8958704db0f8195e63f8ec4a80c5fb14756edc785bb3535e0dc5d91104/claude_agent_sdk-0.2.120-py3-none-macosx_11_0_arm64.whl", hash = "sha256:c5ead9fb4bdaf70069978703ec6d74b30bd269e9632a4aea4dc8c4e999ac3a1b", size = 71110966, upload-time = "2026-07-15T23:18:54.743Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/f8/248e3f58d0f0aa7d76bd34b11b18135cc124f5b9a9b55219cc1ca03d662a/claude_agent_sdk-0.2.120-py3-none-manylinux_2_17_aarch64.whl", hash = "sha256:abc73ccdf3decca566cd18084e74bc2f2d10b8b77cc1fd5ed4299d5c15e5078b", size = 81027434, upload-time = "2026-07-15T23:19:03.318Z" },
+    { url = "https://files.pythonhosted.org/packages/11/59/6adb0c53534646f1d5ddc41226ff37b2adc413a472e2f87a9011548a137f/claude_agent_sdk-0.2.120-py3-none-manylinux_2_17_x86_64.whl", hash = "sha256:888070c246c92e102c52001d26532cd3646a700656d7c368f2f91a1d3c16b534", size = 82084704, upload-time = "2026-07-15T23:19:08.729Z" },
+]
+
 [[package]]
 name = "click"
 version = "8.3.1"
@@ -1202,6 +1227,23 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a", size = 9190, upload-time = "2025-02-24T04:41:32.565Z" },
 ]
 
+[[package]]
+name = "deepagents"
+version = "0.6.12"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "langchain", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "langchain-anthropic", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "langchain-core", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "langchain-google-genai", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "langsmith", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "wcmatch", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e0/db/a6acdc72a9e90c3f07ed10de35c951734a02d4facb693bb59684ad368801/deepagents-0.6.12.tar.gz", hash = "sha256:1f281c0bc5a63132f62e2ee345c1dc593b23188da6e23016401f6879fbe54b5f", size = 211364, upload-time = "2026-06-25T17:26:52.775Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/98/49/af7219b3c13520fee047bb807cfaefba17f8e4584c551d946773589a4f08/deepagents-0.6.12-py3-none-any.whl", hash = "sha256:28b8fa0119ca0a689e3e18e288c4634e4046062acfc87a1cb34289d3af3a1c88", size = 236120, upload-time = "2026-06-25T17:26:51.736Z" },
+]
+
 [[package]]
 name = "defusedxml"
 version = "0.7.1"
@@ -1712,6 +1754,15 @@ dev = [
     { name = "pytest-asyncio", specifier = ">=0.24.0" },
 ]
 
+[[package]]
+name = "filetype"
+version = "1.2.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/bb/29/745f7d30d47fe0f251d3ad3dc2978a23141917661998763bebb6da007eb1/filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb", size = 998020, upload-time = "2022-11-02T17:34:04.141Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/18/79/1b8fa1bb3568781e84c9200f951c735f3f157429f44be0495da55894d620/filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25", size = 19970, upload-time = "2022-11-02T17:34:01.425Z" },
+]
+
 [[package]]
 name = "flake8"
 version = "6.1.0"
@@ -1880,6 +1931,32 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e9/eb/c6c2478d8a8d633460be40e2a8a6f8f429171997a35a96f81d3b680dec83/google_auth-2.49.1-py3-none-any.whl", hash = "sha256:195ebe3dca18eddd1b3db5edc5189b76c13e96f29e73043b923ebcf3f1a860f7", size = 240737, upload-time = "2026-03-12T19:30:53.159Z" },
 ]
 
+[package.optional-dependencies]
+requests = [
+    { name = "requests", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
+
+[[package]]
+name = "google-genai"
+version = "2.12.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "distro", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "google-auth", extra = ["requests"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "httpx", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "pydantic", extra = ["email"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "requests", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "sniffio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "tenacity", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "typing-extensions", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "websockets", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/96/59/9ea84cbeb8f09694564d3b0ee9dd59003551b308d47b61f251415df93982/google_genai-2.12.1.tar.gz", hash = "sha256:78c25217885d63dc430ca7c4526853512b164a25a93a8a0d0af5b85971aa1db0", size = 636710, upload-time = "2026-07-16T16:15:02.035Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b6/b4/1369fb413fc2ba7f78acace5590b6e9990c52ab5d1d166aafaa1ae2c28c8/google_genai-2.12.1-py3-none-any.whl", hash = "sha256:686d5ec39bda345151d3ed1bac3915f01f49138b1ea519af2eb98f11cc55ebc4", size = 1023403, upload-time = "2026-07-16T16:14:59.79Z" },
+]
+
 [[package]]
 name = "googleapis-common-protos"
 version = "1.73.1"
@@ -2715,6 +2792,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a9/ec/0f942e78a621f8e3162ff1ed24284f469aaf51fb4607ee5831c626f2b2bc/langchain-1.3.14-py3-none-any.whl", hash = "sha256:4d10dbe91005952cddd56d0dc77aa108964da6bae90ab20063653957e901f782", size = 139560, upload-time = "2026-07-16T13:28:16.498Z" },
 ]
 
+[[package]]
+name = "langchain-anthropic"
+version = "1.4.8"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anthropic", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "langchain-core", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "pydantic", extra = ["email"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/98/22/40ab129b08329ca295b391aa1d48267692b42594757084c6918e22b655ac/langchain_anthropic-1.4.8.tar.gz", hash = "sha256:c76891b2044d56105ff13c106ed12650637b53bd598a4bdf15b4796eefa2a4ec", size = 708524, upload-time = "2026-06-26T21:28:46.916Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b7/14/746235c4da89d9bc6a608c5f489f628e03feb8f697195c146e452c8f23c8/langchain_anthropic-1.4.8-py3-none-any.whl", hash = "sha256:778e9301b6fd517824f76ec1776975ce8add97a1f6a36c50ae3c2f4b03a66f7f", size = 52366, upload-time = "2026-06-26T21:28:45.535Z" },
+]
+
 [[package]]
 name = "langchain-aws"
 version = "1.1.0"
@@ -2804,6 +2895,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5d/d0/cfce61b53b79974a4883ff7675fe516192ae715e0f925e063e5869b6a929/langchain_exa-1.1.0-py3-none-any.whl", hash = "sha256:7eb4e1b6004f74fe278467470a4e76ba3b74a17df13f64e64745f0780f63d845", size = 7972, upload-time = "2026-03-26T17:00:09.239Z" },
 ]
 
+[[package]]
+name = "langchain-google-genai"
+version = "4.2.7"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "filetype", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "google-genai", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "langchain-core", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "pydantic", extra = ["email"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/1d/0c/bc60dabc362ca7c6ffe8c4bcc2f724c7e566b43eb230cee51419f88f784c/langchain_google_genai-4.2.7.tar.gz", hash = "sha256:03b1463ffe4d42435f43c7870467f2215f684bb46400d2543435d10157c80ac7", size = 281605, upload-time = "2026-07-06T13:51:58.724Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b2/f9/d73d1e712591723aaddb7a7b1e94978cd2320c29acfe0d26b6169a2f26f0/langchain_google_genai-4.2.7-py3-none-any.whl", hash = "sha256:0d9c388d0e6c629718fca6abb19c6fdca728a9a7873d0324c1ec821288b5b571", size = 70702, upload-time = "2026-07-06T13:51:57.499Z" },
+]
+
 [[package]]
 name = "langchain-huggingface"
 version = "1.2.2"
@@ -2833,6 +2939,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5e/48/99e81a0d33334f3bc7c310d15c19a2a972d0cf8d708c8369258a5db2d74e/langchain_litellm-0.6.5-py3-none-any.whl", hash = "sha256:dce2ebfddddd0dfd6b1ed473399ccc095dd2f5cb6adfe1336d7bbe489ef32b4b", size = 26359, upload-time = "2026-05-08T12:48:42.154Z" },
 ]
 
+[[package]]
+name = "langchain-mcp-adapters"
+version = "0.2.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "langchain-core", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "mcp", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "typing-extensions", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
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+wheels = [
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 version = "0.3.3"
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+[[package]]
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+dependencies = [
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+    { name = "langgraph-checkpoint", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "sqlite-vec", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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+wheels = [
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+]
+
 [[package]]
 name = "langgraph-prebuilt"
 version = "1.1.0"
@@ -4113,6 +4247,9 @@ dependencies = [
 agent-runtimes = [
     { name = "openai-agents", extra = ["docker"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
+fabric = [
+    { name = "nemo-fabric", extra = ["claude", "codex", "deepagents", "runtime"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+]
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     { name = "harbor", marker = "(python_full_version >= '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin') or (python_full_version >= '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux')" },
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@@ -4134,8 +4271,9 @@ requires-dist = [
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     { name = "langchain-nvidia-ai-endpoints", specifier = ">=1.4.3,<2.0.0" },
     { name = "langchain-openai", specifier = ">=1.3.5" },
+    { name = "nemo-fabric", extras = ["claude", "codex", "deepagents", "runtime"], marker = "extra == 'fabric'", specifier = ">=0.1.0rc2" },
     { name = "nemo-platform-sdk", marker = "extra == 'nemo-platform'", editable = "sdk/python/nemo-platform" },
-    { name = "nemo-relay", specifier = ">=0.4.0,<0.5.0" },
+    { name = "nemo-relay", specifier = ">=0.5.0,<0.7" },
     { name = "openai", specifier = ">=1.61.0" },
     { name = "openai-agents", extras = ["docker"], marker = "extra == 'agent-runtimes'", specifier = ">=0.17.3,<0.18" },
     { name = "pandas", specifier = ">=1.5.3" },
@@ -4145,7 +4283,7 @@ requires-dist = [
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     { name = "sacrebleu", specifier = ">=2.5.1" },
 ]
-provides-extras = ["agent-runtimes", "engine", "harbor", "nemo-platform"]
+provides-extras = ["agent-runtimes", "engine", "harbor", "nemo-platform", "fabric"]
 
 [package.metadata.requires-dev]
 dev = [
@@ -4188,54 +4326,89 @@ requires-dist = [
 
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+version = "0.1.0rc2"
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 [package.optional-dependencies]
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+]
+codex = [
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 [[package]]
 name = "nemo-guardrails-plugin"
@@ -5157,7 +5330,7 @@ requires-dist = [
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     { name = "nemo-platform-sdk", marker = "extra == 'services'", editable = "sdk/python/nemo-platform" },
-    { name = "nemo-relay", marker = "extra == 'nemo-evaluator-sdk'", specifier = ">=0.4.0,<0.5.0" },
+    { name = "nemo-relay", marker = "extra == 'nemo-evaluator-sdk'", specifier = ">=0.5.0,<0.7" },
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@@ -5655,7 +5828,7 @@ requires-dist = [
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-    { name = "nemo-relay", marker = "extra == 'nemo-evaluator-sdk'", specifier = ">=0.4.0,<0.5.0" },
+    { name = "nemo-relay", marker = "extra == 'nemo-evaluator-sdk'", specifier = ">=0.5.0,<0.7" },
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     { name = "openai" },
@@ -5754,12 +5927,12 @@ test = [
 
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+[[package]]
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