From 1bb96ddc5cca05ae48778e469353ed4f3433375f Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Mon, 8 Jun 2026 17:18:25 +0000
Subject: [PATCH 1/8] ci: publish public nightlies to pypi

---
 .github/workflows/huggingface-nightly.yml     | 35 ++++++-------------
 .github/workflows/pypi-nightly-publish.yml    | 19 ++++------
 ci/scripts/nightly_build_publish.py           |  8 ++---
 ci/tests/test_huggingface_release_workflow.py |  7 ++++
 nemo_retriever/pyproject.toml                 |  5 ---
 nemo_retriever/tests/test_ci_workflows.py     | 13 +++++++
 .../tests/test_nemotron_ocr_v2_nightly.py     |  3 ++
 7 files changed, 44 insertions(+), 46 deletions(-)

diff --git a/.github/workflows/huggingface-nightly.yml b/.github/workflows/huggingface-nightly.yml
index 3ef74b3ec2..514c05c3ac 100644
--- a/.github/workflows/huggingface-nightly.yml
+++ b/.github/workflows/huggingface-nightly.yml
@@ -7,13 +7,12 @@ on:
   workflow_dispatch:
     inputs:
       upload_to:
-        description: "Where to upload (none/testpypi/pypi)"
+        description: "Where to upload (none/pypi)"
         required: true
-        default: "testpypi"
+        default: "pypi"
         type: choice
         options:
           - none
-          - testpypi
           - pypi
       skip_existing:
         description: "Skip already-uploaded versions"
@@ -117,8 +116,8 @@ jobs:
         shell: bash
         run: |
           set -euo pipefail
-          # Default for scheduled runs: testpypi
-          upload_to="testpypi"
+          # Default for scheduled runs: pypi
+          upload_to="pypi"
           skip_existing="true"
           if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
             upload_to="${{ inputs.upload_to }}"
@@ -130,25 +129,19 @@ jobs:
       - name: Build (and maybe upload)
         env:
           NIGHTLY_DATE_SUFFIX: ${{ needs.nightly_coordinate.outputs.nightly_date_suffix }}
-          TEST_PYPI_API_TOKEN: ${{ secrets.TEST_PYPI_API_TOKEN }}
           PYPI_API_TOKEN: ${{ secrets.PYPI_API_TOKEN }}
         shell: bash
         run: |
           set -euo pipefail
 
           upload_flag=""
-          repo_url="https://test.pypi.org/legacy/"
-          token_env="TEST_PYPI_API_TOKEN"
+          repo_url="https://upload.pypi.org/legacy/"
+          token_env="PYPI_API_TOKEN"
           if [[ "${{ steps.target.outputs.upload_to }}" == "none" ]]; then
             upload_flag=""
           else
             upload_flag="--upload"
           fi
-          if [[ "${{ steps.target.outputs.upload_to }}" == "pypi" ]]; then
-            repo_url="https://upload.pypi.org/legacy/"
-            token_env="PYPI_API_TOKEN"
-          fi
-
           skip_existing_flag=""
           if [[ "${{ steps.target.outputs.skip_existing }}" == "true" ]]; then
             skip_existing_flag="--skip-existing"
@@ -228,8 +221,8 @@ jobs:
         shell: bash
         run: |
           set -euo pipefail
-          # Default for scheduled runs: testpypi
-          upload_to="testpypi"
+          # Default for scheduled runs: pypi
+          upload_to="pypi"
           skip_existing="true"
           if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
             upload_to="${{ inputs.upload_to }}"
@@ -241,7 +234,6 @@ jobs:
       - name: Build ${{ matrix.ocr.id }} (and maybe upload)
         env:
           NIGHTLY_DATE_SUFFIX: ${{ needs.nightly_coordinate.outputs.nightly_date_suffix }}
-          TEST_PYPI_API_TOKEN: ${{ secrets.TEST_PYPI_API_TOKEN }}
           PYPI_API_TOKEN: ${{ secrets.PYPI_API_TOKEN }}
           CUDA_HOME: /usr/local/cuda
           BUILD_CPP_EXTENSION: "1"
@@ -257,18 +249,13 @@ jobs:
           set -euo pipefail
 
           upload_flag=""
-          repo_url="https://test.pypi.org/legacy/"
-          token_env="TEST_PYPI_API_TOKEN"
+          repo_url="https://upload.pypi.org/legacy/"
+          token_env="PYPI_API_TOKEN"
           if [[ "${{ steps.target.outputs.upload_to }}" == "none" ]]; then
             upload_flag=""
           else
             upload_flag="--upload"
           fi
-          if [[ "${{ steps.target.outputs.upload_to }}" == "pypi" ]]; then
-            repo_url="https://upload.pypi.org/legacy/"
-            token_env="PYPI_API_TOKEN"
-          fi
-
           skip_existing_flag=""
           if [[ "${{ steps.target.outputs.skip_existing }}" == "true" ]]; then
             skip_existing_flag="--skip-existing"
@@ -428,7 +415,7 @@ jobs:
                   "-linux_aarch64.whl"
               ):
                   raise SystemExit(
-                      "Wheel still has a bare linux_* tag; TestPyPI rejects these. "
+                      "Wheel still has a bare linux_* tag; PyPI rejects these. "
                       "auditwheel repair should emit manylinux_*. Got: "
                       f"{wheel.name}"
                   )
diff --git a/.github/workflows/pypi-nightly-publish.yml b/.github/workflows/pypi-nightly-publish.yml
index 06f5509f16..cee487a87c 100644
--- a/.github/workflows/pypi-nightly-publish.yml
+++ b/.github/workflows/pypi-nightly-publish.yml
@@ -25,13 +25,12 @@ on:
           - dev
           - release
       upload_to:
-        description: 'Where to upload (none/testpypi/pypi)'
+        description: 'Where to upload (none/pypi)'
         required: true
-        default: testpypi
+        default: pypi
         type: choice
         options:
           - none
-          - testpypi
           - pypi
       skip_existing:
         description: 'Skip already-uploaded versions'
@@ -48,8 +47,8 @@ jobs:
         shell: bash
         run: |
           set -euo pipefail
-          # Default for scheduled runs: testpypi
-          upload_to="testpypi"
+          # Default for scheduled runs: pypi
+          upload_to="pypi"
           skip_existing="true"
           if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
             upload_to="${{ inputs.upload_to }}"
@@ -124,20 +123,14 @@ jobs:
 
       - name: Publish wheels
         env:
-          TEST_PYPI_API_TOKEN: ${{ secrets.TEST_PYPI_API_TOKEN }}
           PYPI_API_TOKEN: ${{ secrets.PYPI_API_TOKEN }}
         shell: bash
         run: |
           set -euo pipefail
 
           upload_to="${{ steps.target.outputs.upload_to }}"
-          repository_url="https://test.pypi.org/legacy/"
-          token="${TEST_PYPI_API_TOKEN:-}"
-          if [[ "${upload_to}" == "pypi" ]]; then
-            repository_url="https://upload.pypi.org/legacy/"
-            token="${PYPI_API_TOKEN:-}"
-          fi
-
+          repository_url="https://upload.pypi.org/legacy/"
+          token="${PYPI_API_TOKEN:-}"
           if [[ "${upload_to}" == "none" ]]; then
             echo "upload_to=none; skipping package upload."
             exit 0
diff --git a/ci/scripts/nightly_build_publish.py b/ci/scripts/nightly_build_publish.py
index 85d996c475..ee2a076d01 100644
--- a/ci/scripts/nightly_build_publish.py
+++ b/ci/scripts/nightly_build_publish.py
@@ -650,7 +650,7 @@ def _build(
 
 def _auditwheel_repair_dist_dir(dist_dir: Path, *, exclude_libs: list[str] | None = None) -> None:
     """
-    Rewrite linux_* wheels to manylinux_* so TestPyPI/PyPI accept the upload.
+    Rewrite linux_* wheels to manylinux_* so PyPI accepts the upload.
     Requires ``patchelf`` on PATH (e.g. apt install patchelf).
 
     *exclude_libs* is a list of shared library basenames (e.g. ``libtorch_cpu.so``)
@@ -804,8 +804,8 @@ def main() -> int:
         "before building (repeatable; useful for ABI-coupled deps like torch)",
     )
     ap.add_argument("--upload", action="store_true", help="Upload built dists via twine")
-    ap.add_argument("--repository-url", default="https://test.pypi.org/legacy/", help="Twine repository URL")
-    ap.add_argument("--token-env", default="TEST_PYPI_API_TOKEN", help="Env var containing API token")
+    ap.add_argument("--repository-url", default="https://upload.pypi.org/legacy/", help="Twine repository URL")
+    ap.add_argument("--token-env", default="PYPI_API_TOKEN", help="Env var containing API token")
     ap.add_argument("--skip-existing", action="store_true", help="Pass --skip-existing to twine")
     ap.add_argument(
         "--twine-verbose",
@@ -821,7 +821,7 @@ def main() -> int:
     ap.add_argument(
         "--auditwheel-repair",
         action="store_true",
-        help="Run auditwheel repair on built wheels (manylinux tag; needed for PyPI/TestPyPI)",
+        help="Run auditwheel repair on built wheels (manylinux tag; needed for PyPI)",
     )
     ap.add_argument(
         "--auditwheel-exclude",
diff --git a/ci/tests/test_huggingface_release_workflow.py b/ci/tests/test_huggingface_release_workflow.py
index 55e17cd44b..ccd0a50d1b 100644
--- a/ci/tests/test_huggingface_release_workflow.py
+++ b/ci/tests/test_huggingface_release_workflow.py
@@ -113,3 +113,10 @@ def test_huggingface_workflow_has_manual_stable_ocr_release_controls() -> None:
     assert "--release-version" in workflow
     assert 'expected_version="${INPUT_RELEASE_VERSION}"' in workflow
     assert "Built wheel metadata does not declare expected version" in workflow
+
+
+def test_huggingface_nightly_builder_defaults_to_public_pypi() -> None:
+    script = (REPO_ROOT / "ci" / "scripts" / "nightly_build_publish.py").read_text(encoding="utf-8")
+
+    assert 'default="https://upload.pypi.org/legacy/"' in script
+    assert 'default="PYPI_API_TOKEN"' in script
diff --git a/nemo_retriever/pyproject.toml b/nemo_retriever/pyproject.toml
index 577974ffcf..9444b26308 100644
--- a/nemo_retriever/pyproject.toml
+++ b/nemo_retriever/pyproject.toml
@@ -209,11 +209,6 @@ torch = [
 torchvision = [
   { index = "pytorch-cu130", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-[[tool.uv.index]]
-name = "test-pypi"
-url = "https://test.pypi.org/simple/"
-explicit = true
-
 [[tool.uv.index]]
 name = "pytorch-cu130"
 url = "https://download.pytorch.org/whl/cu130"
diff --git a/nemo_retriever/tests/test_ci_workflows.py b/nemo_retriever/tests/test_ci_workflows.py
index ee72ec8d14..66eb8ebcef 100644
--- a/nemo_retriever/tests/test_ci_workflows.py
+++ b/nemo_retriever/tests/test_ci_workflows.py
@@ -127,6 +127,19 @@ def test_legacy_ghcr_push_publish_workflow_is_removed():
     assert not (WORKFLOWS / "docker-build-publish-retriever.yml").exists()
 
 
+@requires_workflows
+def test_public_nightly_python_publish_workflows_do_not_target_testpypi():
+    workflow_names = ("pypi-nightly-publish.yml", "huggingface-nightly.yml")
+
+    for workflow_name in workflow_names:
+        workflow = (WORKFLOWS / workflow_name).read_text(encoding="utf-8")
+
+        assert "testpypi" not in workflow.lower(), workflow_name
+        assert "test.pypi.org" not in workflow.lower(), workflow_name
+        assert "https://upload.pypi.org/legacy/" in workflow, workflow_name
+        assert "PYPI_API_TOKEN" in workflow, workflow_name
+
+
 def test_legacy_nv_ingest_root_compose_stack_is_removed():
     legacy_paths = (
         "docker-compose.yaml",
diff --git a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
index fd41e6bb11..11d70ffff0 100644
--- a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
+++ b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
@@ -71,6 +71,7 @@ def test_local_extra_accepts_stable_ocr_2_and_newer_dev_releases() -> None:
     local_deps = pyproject["project"]["optional-dependencies"]["local"]
     uv_tool = pyproject["tool"]["uv"]
     uv_sources = uv_tool["sources"]
+    uv_indexes = uv_tool["index"]
 
     ocr_dep = next(dep for dep in local_deps if dep.startswith("nemotron-ocr"))
     ocr_requirement = Requirement(ocr_dep)
@@ -87,6 +88,8 @@ def test_local_extra_accepts_stable_ocr_2_and_newer_dev_releases() -> None:
     assert "nemotron-ocr-v2" not in uv_tool["no-build-package"]
     assert "nemotron-ocr" not in uv_sources
     assert "nemotron-ocr-v2" not in uv_sources
+    assert "test-pypi" not in {index["name"] for index in uv_indexes}
+    assert all("test.pypi.org" not in index["url"] for index in uv_indexes)
 
 
 def test_local_ocr_v2_wrapper_uses_original_namespace_and_package_lang_selectors() -> None:

From b5c35f136e822cfb639aeccf79c7b0391c9de6a7 Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Mon, 8 Jun 2026 19:33:38 +0000
Subject: [PATCH 2/8] ci: split local nightly package extras

---
 .github/workflows/huggingface-nightly.yml     |    4 +
 ci/tests/test_huggingface_release_workflow.py |   11 +
 nemo_retriever/pyproject.toml                 |   38 +-
 .../tests/test_nemotron_ocr_v2_nightly.py     |   66 +-
 nemo_retriever/uv.lock                        | 1122 +++++++++++------
 5 files changed, 818 insertions(+), 423 deletions(-)

diff --git a/.github/workflows/huggingface-nightly.yml b/.github/workflows/huggingface-nightly.yml
index 514c05c3ac..8c7976acd4 100644
--- a/.github/workflows/huggingface-nightly.yml
+++ b/.github/workflows/huggingface-nightly.yml
@@ -89,12 +89,15 @@ jobs:
           - id: nemotron-page-elements-v3
             url: https://huggingface.co/nvidia/nemotron-page-elements-v3
             project_subdir: ""
+            nightly_base_version: "3.0.2"
           - id: nemotron-table-structure-v1
             url: https://huggingface.co/nvidia/nemotron-table-structure-v1
             project_subdir: ""
+            nightly_base_version: "1.0.1"
           - id: nemotron-graphic-elements-v1
             url: https://huggingface.co/nvidia/nemotron-graphic-elements-v1
             project_subdir: ""
+            nightly_base_version: "1.0.1"
 
     steps:
       - name: Checkout orchestrator repo
@@ -153,6 +156,7 @@ jobs:
             --work-dir ".work" \
             --dist-dir "dist-out" \
             --project-subdir "${{ matrix.repo.project_subdir }}" \
+            --nightly-base-version "${{ matrix.repo.nightly_base_version }}" \
             ${upload_flag} \
             --repository-url "${repo_url}" \
             --token-env "${token_env}" \
diff --git a/ci/tests/test_huggingface_release_workflow.py b/ci/tests/test_huggingface_release_workflow.py
index ccd0a50d1b..a15e873b29 100644
--- a/ci/tests/test_huggingface_release_workflow.py
+++ b/ci/tests/test_huggingface_release_workflow.py
@@ -115,6 +115,17 @@ def test_huggingface_workflow_has_manual_stable_ocr_release_controls() -> None:
     assert "Built wheel metadata does not declare expected version" in workflow
 
 
+
+def test_huggingface_non_ocr_nightlies_are_versioned_after_current_stable() -> None:
+    workflow = (REPO_ROOT / ".github" / "workflows" / "huggingface-nightly.yml").read_text(encoding="utf-8")
+
+    assert '--nightly-base-version "${{ matrix.repo.nightly_base_version }}"' in workflow
+    assert "id: nemotron-page-elements-v3" in workflow
+    assert 'nightly_base_version: "3.0.2"' in workflow
+    assert "id: nemotron-table-structure-v1" in workflow
+    assert workflow.count('nightly_base_version: "1.0.1"') == 2
+    assert "id: nemotron-graphic-elements-v1" in workflow
+
 def test_huggingface_nightly_builder_defaults_to_public_pypi() -> None:
     script = (REPO_ROOT / "ci" / "scripts" / "nightly_build_publish.py").read_text(encoding="utf-8")
 
diff --git a/nemo_retriever/pyproject.toml b/nemo_retriever/pyproject.toml
index 9444b26308..a8fa520839 100644
--- a/nemo_retriever/pyproject.toml
+++ b/nemo_retriever/pyproject.toml
@@ -6,6 +6,16 @@ build-backend = "setuptools.build_meta"
 managed = true
 package = true
 no-build-package = ["nemotron-ocr"]
+conflicts = [
+  [
+    { extra = "local" },
+    { extra = "local-nightly" },
+  ],
+  [
+    { extra = "all" },
+    { extra = "local-nightly" },
+  ],
+]
 # fastparquet 2026.3.0 has no wheel for Linux x86_64 (manylinux); constrain to last version that does.
 override-dependencies = [
   "fastparquet>=2024.11.0,<2026",
@@ -102,9 +112,9 @@ service = [
 ]
 
 # ── Local model inference (GPU assumed; torch resolves to CUDA on Linux) ─────
-# Adds HuggingFace transformers, torch, nemotron models, GPU monitoring, and vLLM.
-local = [
-
+# Shared local inference stack. Stable and nightly Nemotron extraction package
+# selections live in separate extras below so the shared stack stays single-source.
+local-base = [
   "glom",
   "transformers>=4.57.6,<5",
   "tokenizers>=0.21.1",
@@ -123,10 +133,6 @@ local = [
   "scikit-learn>=1.6.0",
   "timm==1.0.22",
   "albumentations==2.0.8",
-  "nemotron-page-elements-v3==3.0.1",
-  "nemotron-graphic-elements-v1==1.0.0",
-  "nemotron-table-structure-v1==1.0.0",
-  "nemotron-ocr>=2.0.0,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
   "nvidia-ml-py",
   "apscheduler>=3.10",
   "psutil>=5.9.0",
@@ -139,6 +145,24 @@ local = [
   "flashinfer-python==0.6.8.post1; sys_platform == 'linux'",
 ]
 
+# Stable Nemotron extraction package selection for local inference.
+local = [
+  "nemo_retriever[local-base]",
+  "nemotron-page-elements-v3==3.0.1",
+  "nemotron-graphic-elements-v1==1.0.0",
+  "nemotron-table-structure-v1==1.0.0",
+  "nemotron-ocr>=2.0.0,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
+]
+
+# Opt-in public PyPI nightly Nemotron extraction package selection. Not included in `all`.
+local-nightly = [
+  "nemo_retriever[local-base]",
+  "nemotron-page-elements-v3>=3.0.1.dev0,!=3.0.1,!=3.0.2,<4",
+  "nemotron-graphic-elements-v1>=1.0.0.dev0,!=1.0.0,!=1.0.1,<2",
+  "nemotron-table-structure-v1>=1.0.0.dev0,!=1.0.0,!=1.0.1,<2",
+  "nemotron-ocr>=2.0.1.dev0,!=2.0.1,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
+]
+
 # ── Multimedia — audio/ASR and SVG rendering ────────────────────────────────
 # soundfile + scipy enable local Parakeet ASR on audio/video content.
 # cairosvg enables SVG-to-image rendering (requires libcairo system library).
diff --git a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
index 11d70ffff0..7caadc5c24 100644
--- a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
+++ b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
@@ -65,25 +65,67 @@ def __init__(self, **kwargs: object) -> None:
     return captured_kwargs
 
 
-def test_local_extra_accepts_stable_ocr_2_and_newer_dev_releases() -> None:
+def _requirement(dependencies: list[str], name: str) -> Requirement:
+    return next(Requirement(dep) for dep in dependencies if Requirement(dep).name == name)
+
+
+def test_local_extras_keep_stable_and_nightly_nemotron_choices_separate() -> None:
     pyproject = tomllib.loads((PROJECT_ROOT / "pyproject.toml").read_text(encoding="utf-8"))
 
-    local_deps = pyproject["project"]["optional-dependencies"]["local"]
+    optional_deps = pyproject["project"]["optional-dependencies"]
+    local_base_deps = optional_deps["local-base"]
+    local_deps = optional_deps["local"]
+    local_nightly_deps = optional_deps["local-nightly"]
+    all_deps = optional_deps["all"]
     uv_tool = pyproject["tool"]["uv"]
     uv_sources = uv_tool["sources"]
     uv_indexes = uv_tool["index"]
-
-    ocr_dep = next(dep for dep in local_deps if dep.startswith("nemotron-ocr"))
-    ocr_requirement = Requirement(ocr_dep)
-
-    assert ocr_requirement.specifier.contains("2.0.0")
-    assert not ocr_requirement.specifier.contains("3.0.0")
-    assert ocr_requirement.specifier.contains("2.0.1")
-    assert not ocr_requirement.specifier.contains("1.0.1")
-    assert str(ocr_requirement.marker) == (
+    uv_conflicts = [
+        {entry["extra"] for entry in conflict}
+        for conflict in uv_tool["conflicts"]
+    ]
+
+    assert not any(dep.startswith("nemotron-") for dep in local_base_deps)
+    assert "nemo_retriever[local-base]" in local_deps
+    assert "nemo_retriever[local-base]" in local_nightly_deps
+    assert any("local" in dep for dep in all_deps)
+    assert not any("local-nightly" in dep for dep in all_deps)
+    assert {"local", "local-nightly"} in uv_conflicts
+    assert {"all", "local-nightly"} in uv_conflicts
+
+    assert str(_requirement(local_deps, "nemotron-page-elements-v3").specifier) == "==3.0.1"
+    assert str(_requirement(local_deps, "nemotron-graphic-elements-v1").specifier) == "==1.0.0"
+    assert str(_requirement(local_deps, "nemotron-table-structure-v1").specifier) == "==1.0.0"
+
+    stable_ocr_requirement = _requirement(local_deps, "nemotron-ocr")
+    assert stable_ocr_requirement.specifier.contains("2.0.0")
+    assert not stable_ocr_requirement.specifier.contains("3.0.0")
+    assert stable_ocr_requirement.specifier.contains("2.0.1")
+    assert not stable_ocr_requirement.specifier.contains("1.0.1")
+    assert str(stable_ocr_requirement.marker) == (
         'sys_platform == "linux" and (platform_machine == "x86_64" or platform_machine == "aarch64")'
     )
-    assert not any(dep.startswith("nemotron-ocr-v2") for dep in local_deps)
+
+    nightly_page_requirement = _requirement(local_nightly_deps, "nemotron-page-elements-v3")
+    assert nightly_page_requirement.specifier.contains("3.0.1.dev1", prereleases=True)
+    assert nightly_page_requirement.specifier.contains("3.0.2.dev1", prereleases=True)
+    assert not nightly_page_requirement.specifier.contains("3.0.1", prereleases=True)
+    assert not nightly_page_requirement.specifier.contains("3.0.2", prereleases=True)
+
+    for package in ("nemotron-graphic-elements-v1", "nemotron-table-structure-v1"):
+        nightly_requirement = _requirement(local_nightly_deps, package)
+        assert nightly_requirement.specifier.contains("1.0.0.dev1", prereleases=True)
+        assert nightly_requirement.specifier.contains("1.0.1.dev1", prereleases=True)
+        assert not nightly_requirement.specifier.contains("1.0.0", prereleases=True)
+        assert not nightly_requirement.specifier.contains("1.0.1", prereleases=True)
+
+    nightly_ocr_requirement = _requirement(local_nightly_deps, "nemotron-ocr")
+    assert nightly_ocr_requirement.specifier.contains("2.0.1.dev1", prereleases=True)
+    assert not nightly_ocr_requirement.specifier.contains("2.0.0", prereleases=True)
+    assert not nightly_ocr_requirement.specifier.contains("2.0.1", prereleases=True)
+    assert str(nightly_ocr_requirement.marker) == str(stable_ocr_requirement.marker)
+
+    assert not any(dep.startswith("nemotron-ocr-v2") for dep in local_deps + local_nightly_deps)
     assert "nemotron-ocr" in uv_tool["no-build-package"]
     assert "nemotron-ocr-v2" not in uv_tool["no-build-package"]
     assert "nemotron-ocr" not in uv_sources
diff --git a/nemo_retriever/uv.lock b/nemo_retriever/uv.lock
index 0090d174e8..698c1fb2ee 100644
--- a/nemo_retriever/uv.lock
+++ b/nemo_retriever/uv.lock
@@ -2,15 +2,22 @@ version = 1
 revision = 3
 requires-python = "==3.12.*"
 resolution-markers = [
-    "platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64' and sys_platform == 'linux'",
+    "platform_machine != 's390x' and sys_platform == 'linux'",
     "platform_machine == 's390x' and sys_platform == 'linux'",
-    "platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "platform_machine == 'aarch64' and sys_platform == 'linux'",
     "platform_machine != 's390x' and sys_platform == 'win32'",
     "platform_machine == 's390x' and sys_platform == 'win32'",
-    "platform_machine != 's390x' and sys_platform != 'linux' and sys_platform != 'win32'",
-    "platform_machine == 's390x' and sys_platform != 'linux' and sys_platform != 'win32'",
-]
+    "platform_machine != 's390x' and sys_platform == 'darwin'",
+    "platform_machine == 's390x' and sys_platform == 'darwin'",
+    "platform_machine != 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
+    "platform_machine == 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
+]
+conflicts = [[
+    { package = "nemo-retriever", extra = "local" },
+    { package = "nemo-retriever", extra = "local-nightly" },
+], [
+    { package = "nemo-retriever", extra = "all" },
+    { package = "nemo-retriever", extra = "local-nightly" },
+]]
 
 [manifest]
 overrides = [
@@ -38,8 +45,8 @@ dependencies = [
     { name = "psutil" },
     { name = "pyyaml" },
     { name = "safetensors" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload-time = "2025-11-21T11:27:46.973Z" }
 wheels = [
@@ -217,14 +224,14 @@ name = "anthropic"
 version = "0.100.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "anyio", marker = "sys_platform == 'linux'" },
-    { name = "distro", marker = "sys_platform == 'linux'" },
-    { name = "docstring-parser", marker = "sys_platform == 'linux'" },
-    { name = "httpx", marker = "sys_platform == 'linux'" },
-    { name = "jiter", marker = "sys_platform == 'linux'" },
-    { name = "pydantic", marker = "sys_platform == 'linux'" },
-    { name = "sniffio", marker = "sys_platform == 'linux'" },
-    { name = "typing-extensions", marker = "sys_platform == 'linux'" },
+    { name = "anyio", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "distro", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "docstring-parser", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "httpx", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "jiter", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "pydantic", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "sniffio", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "typing-extensions", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
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 wheels = [
@@ -249,14 +256,16 @@ name = "apache-tvm-ffi"
 version = "0.1.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "sys_platform == 'linux'" },
+    { name = "typing-extensions", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/b5/23/1b7dc5f0807f83098183a57db6ee85b2c93b646d74a6e03781c9208aaeb0/apache_tvm_ffi-0.1.9-cp312-abi3-win_amd64.whl", hash = "sha256:d1dcf4c041d5ec05e3da1d545800c33cdbb95c113baa7705085ff79fa262752b", size = 1973200, upload-time = "2026-02-27T19:27:32.367Z" },
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@@ -348,6 +357,8 @@ version = "1.0.8"
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 [[package]]
@@ -386,7 +399,7 @@ name = "build"
 version = "1.5.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "os_name == 'nt' and sys_platform != 'linux'" },
+    { name = "colorama", marker = "(os_name == 'nt' and sys_platform != 'darwin' and sys_platform != 'linux') or (os_name != 'nt' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (os_name != 'nt' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
     { name = "packaging" },
     { name = "pyproject-hooks" },
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@@ -471,7 +487,7 @@ name = "cffi"
 version = "2.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
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+    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "transformers", marker = "extra == 'extra-14-nemo-retriever-local'" },
+    { name = "tritonclient", marker = "extra == 'extra-14-nemo-retriever-local'" },
+    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local'" },
 ]
 benchmarks = [
     { name = "datasets" },
@@ -2527,20 +2570,72 @@ local = [
     { name = "flashinfer-cubin", marker = "sys_platform == 'linux'" },
     { name = "flashinfer-python", marker = "sys_platform == 'linux'" },
     { name = "glom" },
-    { name = "nemotron-graphic-elements-v1" },
+    { name = "nemotron-graphic-elements-v1", version = "1.0.0", source = { registry = "https://pypi.org/simple" } },
     { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "nemotron-page-elements-v3" },
-    { name = "nemotron-table-structure-v1" },
+    { name = "nemotron-page-elements-v3", version = "3.0.1", source = { registry = "https://pypi.org/simple" } },
+    { name = "nemotron-table-structure-v1", version = "1.0.0", source = { registry = "https://pypi.org/simple" } },
     { name = "nvidia-ml-py" },
     { name = "opencv-python-headless" },
     { name = "psutil" },
     { name = "scikit-learn" },
     { name = "timm" },
     { name = "tokenizers" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'darwin' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra != 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'darwin' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra != 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "transformers" },
+    { name = "tritonclient" },
+    { name = "vllm", marker = "sys_platform == 'linux'" },
+]
+local-base = [
+    { name = "accelerate" },
+    { name = "addict" },
+    { name = "albumentations" },
+    { name = "apscheduler" },
+    { name = "easydict" },
+    { name = "einops" },
+    { name = "flashinfer-cubin", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "flashinfer-python", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "glom" },
+    { name = "nvidia-ml-py" },
+    { name = "opencv-python-headless" },
+    { name = "psutil" },
+    { name = "scikit-learn" },
+    { name = "timm" },
+    { name = "tokenizers" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "transformers" },
+    { name = "tritonclient" },
+    { name = "vllm", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+]
+local-nightly = [
+    { name = "accelerate" },
+    { name = "addict" },
+    { name = "albumentations" },
+    { name = "apscheduler" },
+    { name = "easydict" },
+    { name = "einops" },
+    { name = "flashinfer-cubin", marker = "sys_platform == 'linux'" },
+    { name = "flashinfer-python", marker = "sys_platform == 'linux'" },
+    { name = "glom" },
+    { name = "nemotron-graphic-elements-v1", version = "1.0.0.dev20260608184649", source = { registry = "https://pypi.org/simple" } },
+    { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "nemotron-page-elements-v3", version = "3.0.1.dev20260608184649", source = { registry = "https://pypi.org/simple" } },
+    { name = "nemotron-table-structure-v1", version = "1.0.0.dev20260608184649", source = { registry = "https://pypi.org/simple" } },
+    { name = "nvidia-ml-py" },
+    { name = "opencv-python-headless" },
+    { name = "psutil" },
+    { name = "scikit-learn" },
+    { name = "timm" },
+    { name = "tokenizers" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
     { name = "transformers" },
     { name = "tritonclient" },
     { name = "vllm", marker = "sys_platform == 'linux'" },
@@ -2573,11 +2668,11 @@ tabular = [
 
 [package.metadata]
 requires-dist = [
-    { name = "accelerate", marker = "extra == 'local'", specifier = "==1.12.0" },
-    { name = "addict", marker = "extra == 'local'" },
+    { name = "accelerate", marker = "extra == 'local-base'", specifier = "==1.12.0" },
+    { name = "addict", marker = "extra == 'local-base'" },
     { name = "addict", marker = "extra == 'service'" },
-    { name = "albumentations", marker = "extra == 'local'", specifier = "==2.0.8" },
-    { name = "apscheduler", marker = "extra == 'local'", specifier = ">=3.10" },
+    { name = "albumentations", marker = "extra == 'local-base'", specifier = "==2.0.8" },
+    { name = "apscheduler", marker = "extra == 'local-base'", specifier = ">=3.10" },
     { name = "apscheduler", marker = "extra == 'service'", specifier = ">=3.10" },
     { name = "backoff" },
     { name = "backoff", marker = "extra == 'service'" },
@@ -2588,16 +2683,16 @@ requires-dist = [
     { name = "debugpy", specifier = ">=1.8.0" },
     { name = "duckdb", marker = "extra == 'tabular'", specifier = ">=1.2.0" },
     { name = "duckdb-engine", marker = "extra == 'tabular'", specifier = ">=0.13.0" },
-    { name = "easydict", marker = "extra == 'local'" },
+    { name = "easydict", marker = "extra == 'local-base'" },
     { name = "easydict", marker = "extra == 'service'" },
-    { name = "einops", marker = "extra == 'local'" },
+    { name = "einops", marker = "extra == 'local-base'" },
     { name = "fastapi", specifier = ">=0.114.0" },
     { name = "fastmcp", specifier = ">=2.0.0" },
     { name = "ffmpeg-python" },
-    { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.6.8.post1" },
-    { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.6.8.post1" },
+    { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'local-base'", specifier = "==0.6.8.post1" },
+    { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'local-base'", specifier = "==0.6.8.post1" },
     { name = "fsspec", specifier = ">=2025.5.1" },
-    { name = "glom", marker = "extra == 'local'" },
+    { name = "glom", marker = "extra == 'local-base'" },
     { name = "glom", marker = "extra == 'service'" },
     { name = "httpx", specifier = ">=0.27.0" },
     { name = "lancedb" },
@@ -2608,22 +2703,28 @@ requires-dist = [
     { name = "litellm", marker = "extra == 'llm'", specifier = ">=1.86.0,<2" },
     { name = "markitdown" },
     { name = "nemo-retriever", extras = ["benchmarks", "llm", "local", "multimedia", "nemotron-parse", "service", "tabular"], marker = "extra == 'all'" },
+    { name = "nemo-retriever", extras = ["local-base"], marker = "extra == 'local'" },
+    { name = "nemo-retriever", extras = ["local-base"], marker = "extra == 'local-nightly'" },
     { name = "nemotron-graphic-elements-v1", marker = "extra == 'local'", specifier = "==1.0.0" },
+    { name = "nemotron-graphic-elements-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.0.dev0,!=1.0.0,!=1.0.1,<2" },
     { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'local') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'local')", specifier = ">=2.0.0,<3" },
+    { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'local-nightly') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'local-nightly')", specifier = ">=2.0.1.dev0,!=2.0.1,<3" },
     { name = "nemotron-page-elements-v3", marker = "extra == 'local'", specifier = "==3.0.1" },
+    { name = "nemotron-page-elements-v3", marker = "extra == 'local-nightly'", specifier = ">=3.0.1.dev0,!=3.0.1,!=3.0.2,<4" },
     { name = "nemotron-table-structure-v1", marker = "extra == 'local'", specifier = "==1.0.0" },
+    { name = "nemotron-table-structure-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.0.dev0,!=1.0.0,!=1.0.1,<2" },
     { name = "neo4j", marker = "extra == 'tabular'", specifier = ">=5.0" },
     { name = "nltk", specifier = "==3.9.4" },
     { name = "numpy", specifier = ">=1.26.0" },
-    { name = "nvidia-ml-py", marker = "extra == 'local'" },
+    { name = "nvidia-ml-py", marker = "extra == 'local-base'" },
     { name = "nvidia-riva-client", specifier = ">=2.25.1" },
     { name = "open-clip-torch", marker = "extra == 'benchmarks'", specifier = "==3.2.0" },
     { name = "open-clip-torch", marker = "extra == 'nemotron-parse'", specifier = "==3.2.0" },
-    { name = "opencv-python-headless", marker = "extra == 'local'", specifier = ">=4.8.0" },
+    { name = "opencv-python-headless", marker = "extra == 'local-base'", specifier = ">=4.8.0" },
     { name = "pandas", specifier = ">=2.0,<3" },
     { name = "pillow", specifier = "==12.2.0" },
     { name = "prometheus-fastapi-instrumentator", specifier = ">=7.0,<8" },
-    { name = "psutil", marker = "extra == 'local'", specifier = ">=5.9.0" },
+    { name = "psutil", marker = "extra == 'local-base'", specifier = ">=5.9.0" },
     { name = "psutil", marker = "extra == 'service'", specifier = ">=5.9.0" },
     { name = "pydantic", specifier = ">=2.8.0" },
     { name = "pypdfium2", specifier = "==4.30.0" },
@@ -2634,42 +2735,80 @@ requires-dist = [
     { name = "requests", specifier = ">=2.32.5" },
     { name = "rich", specifier = ">=13.7.0" },
     { name = "s3fs", specifier = ">=2025.5.1" },
-    { name = "scikit-learn", marker = "extra == 'local'", specifier = ">=1.6.0" },
+    { name = "scikit-learn", marker = "extra == 'local-base'", specifier = ">=1.6.0" },
     { name = "scikit-learn", marker = "extra == 'service'", specifier = ">=1.6.0" },
     { name = "scipy", marker = "extra == 'multimedia'", specifier = ">=1.11.0" },
     { name = "soundfile", marker = "extra == 'multimedia'", specifier = ">=0.12.0" },
     { name = "sqlglot", specifier = ">=30.0.0" },
-    { name = "timm", marker = "extra == 'local'", specifier = "==1.0.22" },
-    { name = "tokenizers", marker = "extra == 'local'", specifier = ">=0.21.1" },
-    { name = "torch", marker = "sys_platform == 'darwin' and extra == 'local'", specifier = "==2.11.0" },
-    { name = "torch", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu130" },
-    { name = "torch", marker = "sys_platform == 'win32' and extra == 'local'", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu130" },
-    { name = "torchvision", marker = "sys_platform == 'darwin' and extra == 'local'", specifier = "==0.26.0" },
-    { name = "torchvision", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.26.0", index = "https://download.pytorch.org/whl/cu130" },
-    { name = "torchvision", marker = "sys_platform == 'win32' and extra == 'local'", specifier = "==0.26.0", index = "https://download.pytorch.org/whl/cu130" },
+    { name = "timm", marker = "extra == 'local-base'", specifier = "==1.0.22" },
+    { name = "tokenizers", marker = "extra == 'local-base'", specifier = ">=0.21.1" },
+    { name = "torch", marker = "sys_platform == 'darwin' and extra == 'local-base'", specifier = "==2.11.0" },
+    { name = "torch", marker = "sys_platform == 'linux' and extra == 'local-base'", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu130" },
+    { name = "torch", marker = "sys_platform == 'win32' and extra == 'local-base'", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu130" },
+    { name = "torchvision", marker = "sys_platform == 'darwin' and extra == 'local-base'", specifier = "==0.26.0" },
+    { name = "torchvision", marker = "sys_platform == 'linux' and extra == 'local-base'", specifier = "==0.26.0", index = "https://download.pytorch.org/whl/cu130" },
+    { name = "torchvision", marker = "sys_platform == 'win32' and extra == 'local-base'", specifier = "==0.26.0", index = "https://download.pytorch.org/whl/cu130" },
     { name = "tqdm", specifier = ">=4.66.0" },
-    { name = "transformers", marker = "extra == 'local'", specifier = ">=4.57.6,<5" },
-    { name = "tritonclient", marker = "extra == 'local'" },
+    { name = "transformers", marker = "extra == 'local-base'", specifier = ">=4.57.6,<5" },
+    { name = "tritonclient", marker = "extra == 'local-base'" },
     { name = "typer", specifier = ">=0.12.0" },
     { name = "universal-pathlib", specifier = ">=0.2.0" },
     { name = "urllib3", specifier = "==2.7.0" },
     { name = "uvicorn", extras = ["standard"], specifier = ">=0.30.0" },
-    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.20.0" },
+    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'local-base'", specifier = "==0.20.0" },
+]
+provides-extras = ["service", "local-base", "local", "local-nightly", "multimedia", "nemotron-parse", "tabular", "benchmarks", "llm", "dev", "all"]
+
+[[package]]
+name = "nemotron-graphic-elements-v1"
+version = "1.0.0.dev20260608184649"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "platform_machine != 's390x' and sys_platform == 'linux'",
+    "platform_machine == 's390x' and sys_platform == 'linux'",
+    "platform_machine != 's390x' and sys_platform == 'win32'",
+    "platform_machine == 's390x' and sys_platform == 'win32'",
+    "platform_machine != 's390x' and sys_platform == 'darwin'",
+    "platform_machine == 's390x' and sys_platform == 'darwin'",
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From b06d059eb2beda18c56c877f2a6e4240a9432faf Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Mon, 8 Jun 2026 20:07:14 +0000
Subject: [PATCH 3/8] chore: lock latest HF nightlies

---
 nemo_retriever/uv.lock | 76 +++++++++++++++++++++---------------------
 1 file changed, 38 insertions(+), 38 deletions(-)

diff --git a/nemo_retriever/uv.lock b/nemo_retriever/uv.lock
index 698c1fb2ee..d0ecd1a06b 100644
--- a/nemo_retriever/uv.lock
+++ b/nemo_retriever/uv.lock
@@ -2622,10 +2622,10 @@ local-nightly = [
     { name = "flashinfer-cubin", marker = "sys_platform == 'linux'" },
     { name = "flashinfer-python", marker = "sys_platform == 'linux'" },
     { name = "glom" },
-    { name = "nemotron-graphic-elements-v1", version = "1.0.0.dev20260608184649", source = { registry = "https://pypi.org/simple" } },
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     { name = "tqdm" },
 ]
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 ]
 
 [[package]]
 name = "nemotron-table-structure-v1"
-version = "1.0.0.dev20260608184649"
+version = "1.0.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "platform_machine != 's390x' and sys_platform == 'linux'",
@@ -2925,17 +2925,16 @@ dependencies = [
     { name = "numpy" },
     { name = "pandas" },
     { name = "pillow" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all') or (sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'linux' and sys_platform != 'win32' and extra != 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra != 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra != 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
 ]
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/58/be/17551a3321df07138f8637e1481360e5f85407e3061af89a988da9f02f25/nemotron_table_structure_v1-1.0.0-py3-none-any.whl", hash = "sha256:e65b9fc66da9e7df30ef823ace23df36b377f27131c266a8adec005a775af3e3", size = 31832, upload-time = "2025-12-19T16:36:23.667Z" },
 ]
 
 [[package]]
 name = "nemotron-table-structure-v1"
-version = "1.0.0"
+version = "1.0.1.dev20260608195023"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "platform_machine != 's390x' and sys_platform == 'linux'",
@@ -2953,11 +2952,12 @@ dependencies = [
     { name = "numpy" },
     { name = "pandas" },
     { name = "pillow" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all') or (sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'linux' and sys_platform != 'win32' and extra != 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra != 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra != 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
 ]
+sdist = { url = "https://files.pythonhosted.org/packages/05/10/3f048a60f6cbd74e3d3865a10717d96e18373e022ae04fa1ba6c17ace173/nemotron_table_structure_v1-1.0.1.dev20260608195023.tar.gz", hash = "sha256:b77fc177a8ebfb6b5aac806bf401199a82835f62b3bbec85acc5a37dcbf7b506", size = 48628, upload-time = "2026-06-08T19:51:05.425Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/58/be/17551a3321df07138f8637e1481360e5f85407e3061af89a988da9f02f25/nemotron_table_structure_v1-1.0.0-py3-none-any.whl", hash = "sha256:e65b9fc66da9e7df30ef823ace23df36b377f27131c266a8adec005a775af3e3", size = 31832, upload-time = "2025-12-19T16:36:23.667Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/ed/12d25e22b3a0a988f4d8f0f96df4a7bc95bea4d3d86af66857d9f9261982/nemotron_table_structure_v1-1.0.1.dev20260608195023-py3-none-any.whl", hash = "sha256:6fb120d0a8920ee99d681441672cfb8b665cafa48e094415adc1109a64139406", size = 39015, upload-time = "2026-06-08T19:51:04.535Z" },
 ]
 
 [[package]]

From 155cc8abcfe9df9d5f83fa22121885c6e5d2421b Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Wed, 10 Jun 2026 13:39:23 +0000
Subject: [PATCH 4/8] chore: tighten local nightly nemotron ranges

---
 nemo_retriever/pyproject.toml                        | 4 ++--
 nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py | 2 +-
 nemo_retriever/uv.lock                               | 4 ++--
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/nemo_retriever/pyproject.toml b/nemo_retriever/pyproject.toml
index a8fa520839..a6fb9b12c9 100644
--- a/nemo_retriever/pyproject.toml
+++ b/nemo_retriever/pyproject.toml
@@ -158,8 +158,8 @@ local = [
 local-nightly = [
   "nemo_retriever[local-base]",
   "nemotron-page-elements-v3>=3.0.1.dev0,!=3.0.1,!=3.0.2,<4",
-  "nemotron-graphic-elements-v1>=1.0.0.dev0,!=1.0.0,!=1.0.1,<2",
-  "nemotron-table-structure-v1>=1.0.0.dev0,!=1.0.0,!=1.0.1,<2",
+  "nemotron-graphic-elements-v1>=1.0.1.dev0,!=1.0.1,<2",
+  "nemotron-table-structure-v1>=1.0.1.dev0,!=1.0.1,<2",
   "nemotron-ocr>=2.0.1.dev0,!=2.0.1,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
 ]
 
diff --git a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
index 7caadc5c24..88b641f710 100644
--- a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
+++ b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
@@ -114,7 +114,7 @@ def test_local_extras_keep_stable_and_nightly_nemotron_choices_separate() -> Non
 
     for package in ("nemotron-graphic-elements-v1", "nemotron-table-structure-v1"):
         nightly_requirement = _requirement(local_nightly_deps, package)
-        assert nightly_requirement.specifier.contains("1.0.0.dev1", prereleases=True)
+        assert not nightly_requirement.specifier.contains("1.0.0.dev1", prereleases=True)
         assert nightly_requirement.specifier.contains("1.0.1.dev1", prereleases=True)
         assert not nightly_requirement.specifier.contains("1.0.0", prereleases=True)
         assert not nightly_requirement.specifier.contains("1.0.1", prereleases=True)
diff --git a/nemo_retriever/uv.lock b/nemo_retriever/uv.lock
index d0ecd1a06b..a3260a5927 100644
--- a/nemo_retriever/uv.lock
+++ b/nemo_retriever/uv.lock
@@ -2706,13 +2706,13 @@ requires-dist = [
     { name = "nemo-retriever", extras = ["local-base"], marker = "extra == 'local'" },
     { name = "nemo-retriever", extras = ["local-base"], marker = "extra == 'local-nightly'" },
     { name = "nemotron-graphic-elements-v1", marker = "extra == 'local'", specifier = "==1.0.0" },
-    { name = "nemotron-graphic-elements-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.0.dev0,!=1.0.0,!=1.0.1,<2" },
+    { name = "nemotron-graphic-elements-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.1.dev0,!=1.0.1,<2" },
     { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'local') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'local')", specifier = ">=2.0.0,<3" },
     { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'local-nightly') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'local-nightly')", specifier = ">=2.0.1.dev0,!=2.0.1,<3" },
     { name = "nemotron-page-elements-v3", marker = "extra == 'local'", specifier = "==3.0.1" },
     { name = "nemotron-page-elements-v3", marker = "extra == 'local-nightly'", specifier = ">=3.0.1.dev0,!=3.0.1,!=3.0.2,<4" },
     { name = "nemotron-table-structure-v1", marker = "extra == 'local'", specifier = "==1.0.0" },
-    { name = "nemotron-table-structure-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.0.dev0,!=1.0.0,!=1.0.1,<2" },
+    { name = "nemotron-table-structure-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.1.dev0,!=1.0.1,<2" },
     { name = "neo4j", marker = "extra == 'tabular'", specifier = ">=5.0" },
     { name = "nltk", specifier = "==3.9.4" },
     { name = "numpy", specifier = ">=1.26.0" },

From 0acd4ec4e8ceec4be91886acaec6bbfafc73685a Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Wed, 10 Jun 2026 13:45:37 +0000
Subject: [PATCH 5/8] style: format nightly tests

---
 ci/tests/test_huggingface_release_workflow.py        | 2 +-
 nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py | 5 +----
 2 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/ci/tests/test_huggingface_release_workflow.py b/ci/tests/test_huggingface_release_workflow.py
index a15e873b29..c156b755d3 100644
--- a/ci/tests/test_huggingface_release_workflow.py
+++ b/ci/tests/test_huggingface_release_workflow.py
@@ -115,7 +115,6 @@ def test_huggingface_workflow_has_manual_stable_ocr_release_controls() -> None:
     assert "Built wheel metadata does not declare expected version" in workflow
 
 
-
 def test_huggingface_non_ocr_nightlies_are_versioned_after_current_stable() -> None:
     workflow = (REPO_ROOT / ".github" / "workflows" / "huggingface-nightly.yml").read_text(encoding="utf-8")
 
@@ -126,6 +125,7 @@ def test_huggingface_non_ocr_nightlies_are_versioned_after_current_stable() -> N
     assert workflow.count('nightly_base_version: "1.0.1"') == 2
     assert "id: nemotron-graphic-elements-v1" in workflow
 
+
 def test_huggingface_nightly_builder_defaults_to_public_pypi() -> None:
     script = (REPO_ROOT / "ci" / "scripts" / "nightly_build_publish.py").read_text(encoding="utf-8")
 
diff --git a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
index 88b641f710..bceb0da6b5 100644
--- a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
+++ b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
@@ -80,10 +80,7 @@ def test_local_extras_keep_stable_and_nightly_nemotron_choices_separate() -> Non
     uv_tool = pyproject["tool"]["uv"]
     uv_sources = uv_tool["sources"]
     uv_indexes = uv_tool["index"]
-    uv_conflicts = [
-        {entry["extra"] for entry in conflict}
-        for conflict in uv_tool["conflicts"]
-    ]
+    uv_conflicts = [{entry["extra"] for entry in conflict} for conflict in uv_tool["conflicts"]]
 
     assert not any(dep.startswith("nemotron-") for dep in local_base_deps)
     assert "nemo_retriever[local-base]" in local_deps

From 61e1d726ec2374ce673fd6986953425f08bbe422 Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Wed, 10 Jun 2026 14:45:12 +0000
Subject: [PATCH 6/8] Fold Nemotron nightlies into uv dev install

---
 nemo_retriever/pyproject.toml                 |   50 +-
 .../tests/test_nemotron_ocr_v2_nightly.py     |   52 +-
 nemo_retriever/uv.lock                        | 1054 ++++++-----------
 3 files changed, 434 insertions(+), 722 deletions(-)

diff --git a/nemo_retriever/pyproject.toml b/nemo_retriever/pyproject.toml
index a6fb9b12c9..2f996e0424 100644
--- a/nemo_retriever/pyproject.toml
+++ b/nemo_retriever/pyproject.toml
@@ -6,16 +6,6 @@ build-backend = "setuptools.build_meta"
 managed = true
 package = true
 no-build-package = ["nemotron-ocr"]
-conflicts = [
-  [
-    { extra = "local" },
-    { extra = "local-nightly" },
-  ],
-  [
-    { extra = "all" },
-    { extra = "local-nightly" },
-  ],
-]
 # fastparquet 2026.3.0 has no wheel for Linux x86_64 (manylinux); constrain to last version that does.
 override-dependencies = [
   "fastparquet>=2024.11.0,<2026",
@@ -112,9 +102,8 @@ service = [
 ]
 
 # ── Local model inference (GPU assumed; torch resolves to CUDA on Linux) ─────
-# Shared local inference stack. Stable and nightly Nemotron extraction package
-# selections live in separate extras below so the shared stack stays single-source.
-local-base = [
+# Stable Nemotron extraction package selection for published local installs.
+local = [
   "glom",
   "transformers>=4.57.6,<5",
   "tokenizers>=0.21.1",
@@ -133,6 +122,10 @@ local-base = [
   "scikit-learn>=1.6.0",
   "timm==1.0.22",
   "albumentations==2.0.8",
+  "nemotron-page-elements-v3>=3.0.1,<4",
+  "nemotron-graphic-elements-v1>=1.0.0,<2",
+  "nemotron-table-structure-v1>=1.0.0,<2",
+  "nemotron-ocr>=2.0.0,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
   "nvidia-ml-py",
   "apscheduler>=3.10",
   "psutil>=5.9.0",
@@ -145,24 +138,6 @@ local-base = [
   "flashinfer-python==0.6.8.post1; sys_platform == 'linux'",
 ]
 
-# Stable Nemotron extraction package selection for local inference.
-local = [
-  "nemo_retriever[local-base]",
-  "nemotron-page-elements-v3==3.0.1",
-  "nemotron-graphic-elements-v1==1.0.0",
-  "nemotron-table-structure-v1==1.0.0",
-  "nemotron-ocr>=2.0.0,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
-]
-
-# Opt-in public PyPI nightly Nemotron extraction package selection. Not included in `all`.
-local-nightly = [
-  "nemo_retriever[local-base]",
-  "nemotron-page-elements-v3>=3.0.1.dev0,!=3.0.1,!=3.0.2,<4",
-  "nemotron-graphic-elements-v1>=1.0.1.dev0,!=1.0.1,<2",
-  "nemotron-table-structure-v1>=1.0.1.dev0,!=1.0.1,<2",
-  "nemotron-ocr>=2.0.1.dev0,!=2.0.1,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
-]
-
 # ── Multimedia — audio/ASR and SVG rendering ────────────────────────────────
 # soundfile + scipy enable local Parakeet ASR on audio/video content.
 # cairosvg enables SVG-to-image rendering (requires libcairo system library).
@@ -221,6 +196,19 @@ all = [
 retriever = "nemo_retriever.__main__:main"
 retriever-harness = "nemo_retriever.harness:main"
 
+# uv-only developer install: include every published extra plus the published
+# dev extra, then overlay the prerelease Nemotron selection without exposing it
+# in wheel metadata.
+[dependency-groups]
+dev = [
+  "nemo_retriever[all]",
+  "nemo_retriever[dev]",
+  "nemotron-page-elements-v3>=3.0.1.dev0,!=3.0.1,!=3.0.2,<4",
+  "nemotron-graphic-elements-v1>=1.0.1.dev0,!=1.0.1,<2",
+  "nemotron-table-structure-v1>=1.0.1.dev0,!=1.0.1,<2",
+  "nemotron-ocr>=2.0.1.dev0,!=2.0.1,<3; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
+]
+
 [tool.setuptools.dynamic]
 version = {attr = "nemo_retriever.version.get_build_version"}
 
diff --git a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
index bceb0da6b5..7ffc9892eb 100644
--- a/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
+++ b/nemo_retriever/tests/test_nemotron_ocr_v2_nightly.py
@@ -69,60 +69,76 @@ def _requirement(dependencies: list[str], name: str) -> Requirement:
     return next(Requirement(dep) for dep in dependencies if Requirement(dep).name == name)
 
 
-def test_local_extras_keep_stable_and_nightly_nemotron_choices_separate() -> None:
+def test_local_extra_is_stable_and_uv_dev_group_uses_nightly_nemotron_specs() -> None:
     pyproject = tomllib.loads((PROJECT_ROOT / "pyproject.toml").read_text(encoding="utf-8"))
 
     optional_deps = pyproject["project"]["optional-dependencies"]
-    local_base_deps = optional_deps["local-base"]
+    dependency_groups = pyproject["dependency-groups"]
     local_deps = optional_deps["local"]
-    local_nightly_deps = optional_deps["local-nightly"]
+    dev_group = dependency_groups["dev"]
     all_deps = optional_deps["all"]
     uv_tool = pyproject["tool"]["uv"]
     uv_sources = uv_tool["sources"]
     uv_indexes = uv_tool["index"]
-    uv_conflicts = [{entry["extra"] for entry in conflict} for conflict in uv_tool["conflicts"]]
 
-    assert not any(dep.startswith("nemotron-") for dep in local_base_deps)
-    assert "nemo_retriever[local-base]" in local_deps
-    assert "nemo_retriever[local-base]" in local_nightly_deps
+    assert "local-nightly" not in optional_deps
+    assert "local-base" not in optional_deps
+    assert "conflicts" not in uv_tool
+    assert "nemo_retriever[all]" in dev_group
+    assert "nemo_retriever[dev]" in dev_group
+    assert "uv-local" not in dependency_groups
+    assert {"include-group": "uv-local"} not in dev_group
+    assert "build>=1.2.2" not in dev_group
+    assert "pytest>=8.0.2" not in dev_group
+    assert "tritonclient" in local_deps
+    dev_nemotron_deps = [dep for dep in dev_group if isinstance(dep, str) and dep.startswith("nemotron-")]
+    assert len(dev_nemotron_deps) == 4
     assert any("local" in dep for dep in all_deps)
-    assert not any("local-nightly" in dep for dep in all_deps)
-    assert {"local", "local-nightly"} in uv_conflicts
-    assert {"all", "local-nightly"} in uv_conflicts
+    assert not any("local-nightly" in dep or "uv-local" in dep for dep in all_deps)
 
-    assert str(_requirement(local_deps, "nemotron-page-elements-v3").specifier) == "==3.0.1"
-    assert str(_requirement(local_deps, "nemotron-graphic-elements-v1").specifier) == "==1.0.0"
-    assert str(_requirement(local_deps, "nemotron-table-structure-v1").specifier) == "==1.0.0"
+    stable_page_requirement = _requirement(local_deps, "nemotron-page-elements-v3")
+    assert stable_page_requirement.specifier.contains("3.0.1")
+    assert stable_page_requirement.specifier.contains("3.5.0")
+    assert stable_page_requirement.specifier.contains("3.0.2.dev1", prereleases=True)
+    assert not stable_page_requirement.specifier.contains("4.0.0")
+
+    for package in ("nemotron-graphic-elements-v1", "nemotron-table-structure-v1"):
+        stable_requirement = _requirement(local_deps, package)
+        assert stable_requirement.specifier.contains("1.0.0")
+        assert stable_requirement.specifier.contains("1.5.0")
+        assert stable_requirement.specifier.contains("1.0.1.dev1", prereleases=True)
+        assert not stable_requirement.specifier.contains("2.0.0")
 
     stable_ocr_requirement = _requirement(local_deps, "nemotron-ocr")
     assert stable_ocr_requirement.specifier.contains("2.0.0")
+    assert stable_ocr_requirement.specifier.contains("2.5.0")
+    assert stable_ocr_requirement.specifier.contains("2.0.1.dev1", prereleases=True)
     assert not stable_ocr_requirement.specifier.contains("3.0.0")
-    assert stable_ocr_requirement.specifier.contains("2.0.1")
     assert not stable_ocr_requirement.specifier.contains("1.0.1")
     assert str(stable_ocr_requirement.marker) == (
         'sys_platform == "linux" and (platform_machine == "x86_64" or platform_machine == "aarch64")'
     )
 
-    nightly_page_requirement = _requirement(local_nightly_deps, "nemotron-page-elements-v3")
+    nightly_page_requirement = _requirement(dev_nemotron_deps, "nemotron-page-elements-v3")
     assert nightly_page_requirement.specifier.contains("3.0.1.dev1", prereleases=True)
     assert nightly_page_requirement.specifier.contains("3.0.2.dev1", prereleases=True)
     assert not nightly_page_requirement.specifier.contains("3.0.1", prereleases=True)
     assert not nightly_page_requirement.specifier.contains("3.0.2", prereleases=True)
 
     for package in ("nemotron-graphic-elements-v1", "nemotron-table-structure-v1"):
-        nightly_requirement = _requirement(local_nightly_deps, package)
+        nightly_requirement = _requirement(dev_nemotron_deps, package)
         assert not nightly_requirement.specifier.contains("1.0.0.dev1", prereleases=True)
         assert nightly_requirement.specifier.contains("1.0.1.dev1", prereleases=True)
         assert not nightly_requirement.specifier.contains("1.0.0", prereleases=True)
         assert not nightly_requirement.specifier.contains("1.0.1", prereleases=True)
 
-    nightly_ocr_requirement = _requirement(local_nightly_deps, "nemotron-ocr")
+    nightly_ocr_requirement = _requirement(dev_nemotron_deps, "nemotron-ocr")
     assert nightly_ocr_requirement.specifier.contains("2.0.1.dev1", prereleases=True)
     assert not nightly_ocr_requirement.specifier.contains("2.0.0", prereleases=True)
     assert not nightly_ocr_requirement.specifier.contains("2.0.1", prereleases=True)
     assert str(nightly_ocr_requirement.marker) == str(stable_ocr_requirement.marker)
 
-    assert not any(dep.startswith("nemotron-ocr-v2") for dep in local_deps + local_nightly_deps)
+    assert not any(dep.startswith("nemotron-ocr-v2") for dep in local_deps + dev_nemotron_deps)
     assert "nemotron-ocr" in uv_tool["no-build-package"]
     assert "nemotron-ocr-v2" not in uv_tool["no-build-package"]
     assert "nemotron-ocr" not in uv_sources
diff --git a/nemo_retriever/uv.lock b/nemo_retriever/uv.lock
index a3260a5927..99922eb8e8 100644
--- a/nemo_retriever/uv.lock
+++ b/nemo_retriever/uv.lock
@@ -11,13 +11,6 @@ resolution-markers = [
     "platform_machine != 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
     "platform_machine == 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
 ]
-conflicts = [[
-    { package = "nemo-retriever", extra = "local" },
-    { package = "nemo-retriever", extra = "local-nightly" },
-], [
-    { package = "nemo-retriever", extra = "all" },
-    { package = "nemo-retriever", extra = "local-nightly" },
-]]
 
 [manifest]
 overrides = [
@@ -45,8 +38,8 @@ dependencies = [
     { name = "psutil" },
     { name = "pyyaml" },
     { name = "safetensors" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload-time = "2025-11-21T11:27:46.973Z" }
 wheels = [
@@ -224,14 +217,14 @@ name = "anthropic"
 version = "0.100.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "anyio", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "distro", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "docstring-parser", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "httpx", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "jiter", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "pydantic", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "sniffio", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "typing-extensions", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "anyio", marker = "sys_platform == 'linux'" },
+    { name = "distro", marker = "sys_platform == 'linux'" },
+    { name = "docstring-parser", marker = "sys_platform == 'linux'" },
+    { name = "httpx", marker = "sys_platform == 'linux'" },
+    { name = "jiter", marker = "sys_platform == 'linux'" },
+    { name = "pydantic", marker = "sys_platform == 'linux'" },
+    { name = "sniffio", marker = "sys_platform == 'linux'" },
+    { name = "typing-extensions", marker = "sys_platform == 'linux'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/9c/2d/24caf0ff727cba2ed863925017c8f93463a2ea6224a0efe5626e672bc3d2/anthropic-0.100.0.tar.gz", hash = "sha256:650dee9e023afb16395939ee4104bbc21f966b380210119fb91122c12099c79a", size = 758255, upload-time = "2026-05-06T15:07:13.578Z" }
 wheels = [
@@ -256,16 +249,14 @@ name = "apache-tvm-ffi"
 version = "0.1.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "typing-extensions", marker = "sys_platform == 'linux'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/6f/60/1e787a0b5ebf318483235be2a689ee367173983067e441b8379564f667c0/apache_tvm_ffi-0.1.9.tar.gz", hash = "sha256:d2d402587e8906de0a07f4746aa78f3d452c7efe3625d4bb39ac2ad693bce530", size = 2513731, upload-time = "2026-02-27T19:28:06.602Z" }
 wheels = [
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 ]
 
 [[package]]
@@ -2510,9 +2467,9 @@ dependencies = [
 
 [package.optional-dependencies]
 all = [
-    { name = "accelerate", marker = "extra == 'extra-14-nemo-retriever-local'" },
+    { name = "accelerate" },
     { name = "addict" },
-    { name = "albumentations", marker = "extra == 'extra-14-nemo-retriever-local'" },
+    { name = "albumentations" },
     { name = "apscheduler" },
     { name = "backoff" },
     { name = "cairosvg" },
@@ -2520,34 +2477,34 @@ all = [
     { name = "duckdb" },
     { name = "duckdb-engine" },
     { name = "easydict" },
-    { name = "einops", marker = "extra == 'extra-14-nemo-retriever-local'" },
-    { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local'" },
-    { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local'" },
+    { name = "einops" },
+    { name = "flashinfer-cubin", marker = "sys_platform == 'linux'" },
+    { name = "flashinfer-python", marker = "sys_platform == 'linux'" },
     { name = "glom" },
     { name = "langgraph" },
     { name = "librosa" },
     { name = "litellm" },
-    { name = "nemotron-graphic-elements-v1", version = "1.0.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "nemotron-graphic-elements-v1" },
     { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "nemotron-page-elements-v3", version = "3.0.1", source = { registry = "https://pypi.org/simple" } },
-    { name = "nemotron-table-structure-v1", version = "1.0.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "nemotron-page-elements-v3" },
+    { name = "nemotron-table-structure-v1" },
     { name = "neo4j" },
-    { name = "nvidia-ml-py", marker = "extra == 'extra-14-nemo-retriever-local'" },
+    { name = "nvidia-ml-py" },
     { name = "open-clip-torch" },
-    { name = "opencv-python-headless", marker = "extra == 'extra-14-nemo-retriever-local'" },
+    { name = "opencv-python-headless" },
     { name = "psutil" },
     { name = "scikit-learn" },
     { name = "scipy" },
     { name = "soundfile" },
-    { name = "timm", marker = "extra == 'extra-14-nemo-retriever-local'" },
-    { name = "tokenizers", marker = "extra == 'extra-14-nemo-retriever-local'" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'darwin' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra != 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'darwin' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra != 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "transformers", marker = "extra == 'extra-14-nemo-retriever-local'" },
-    { name = "tritonclient", marker = "extra == 'extra-14-nemo-retriever-local'" },
-    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local'" },
+    { name = "timm" },
+    { name = "tokenizers" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "transformers" },
+    { name = "tritonclient" },
+    { name = "vllm", marker = "sys_platform == 'linux'" },
 ]
 benchmarks = [
     { name = "datasets" },
@@ -2570,72 +2527,20 @@ local = [
     { name = "flashinfer-cubin", marker = "sys_platform == 'linux'" },
     { name = "flashinfer-python", marker = "sys_platform == 'linux'" },
     { name = "glom" },
-    { name = "nemotron-graphic-elements-v1", version = "1.0.0", source = { registry = "https://pypi.org/simple" } },
-    { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "nemotron-page-elements-v3", version = "3.0.1", source = { registry = "https://pypi.org/simple" } },
-    { name = "nemotron-table-structure-v1", version = "1.0.0", source = { registry = "https://pypi.org/simple" } },
-    { name = "nvidia-ml-py" },
-    { name = "opencv-python-headless" },
-    { name = "psutil" },
-    { name = "scikit-learn" },
-    { name = "timm" },
-    { name = "tokenizers" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'darwin' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra != 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local') or (sys_platform != 'darwin' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra != 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform != 'linux' and sys_platform != 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local') or (sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra != 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "transformers" },
-    { name = "tritonclient" },
-    { name = "vllm", marker = "sys_platform == 'linux'" },
-]
-local-base = [
-    { name = "accelerate" },
-    { name = "addict" },
-    { name = "albumentations" },
-    { name = "apscheduler" },
-    { name = "easydict" },
-    { name = "einops" },
-    { name = "flashinfer-cubin", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "flashinfer-python", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "glom" },
-    { name = "nvidia-ml-py" },
-    { name = "opencv-python-headless" },
-    { name = "psutil" },
-    { name = "scikit-learn" },
-    { name = "timm" },
-    { name = "tokenizers" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "transformers" },
-    { name = "tritonclient" },
-    { name = "vllm", marker = "sys_platform == 'linux' or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-]
-local-nightly = [
-    { name = "accelerate" },
-    { name = "addict" },
-    { name = "albumentations" },
-    { name = "apscheduler" },
-    { name = "easydict" },
-    { name = "einops" },
-    { name = "flashinfer-cubin", marker = "sys_platform == 'linux'" },
-    { name = "flashinfer-python", marker = "sys_platform == 'linux'" },
-    { name = "glom" },
-    { name = "nemotron-graphic-elements-v1", version = "1.0.1.dev20260608195023", source = { registry = "https://pypi.org/simple" } },
+    { name = "nemotron-graphic-elements-v1" },
     { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "nemotron-page-elements-v3", version = "3.0.2.dev20260608195023", source = { registry = "https://pypi.org/simple" } },
-    { name = "nemotron-table-structure-v1", version = "1.0.1.dev20260608195023", source = { registry = "https://pypi.org/simple" } },
+    { name = "nemotron-page-elements-v3" },
+    { name = "nemotron-table-structure-v1" },
     { name = "nvidia-ml-py" },
     { name = "opencv-python-headless" },
     { name = "psutil" },
     { name = "scikit-learn" },
     { name = "timm" },
     { name = "tokenizers" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
-    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(sys_platform == 'linux' and extra == 'extra-14-nemo-retriever-local-nightly') or (sys_platform == 'win32' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-all' and extra == 'extra-14-nemo-retriever-local-nightly') or (extra == 'extra-14-nemo-retriever-local' and extra == 'extra-14-nemo-retriever-local-nightly')" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "transformers" },
     { name = "tritonclient" },
     { name = "vllm", marker = "sys_platform == 'linux'" },
@@ -2666,13 +2571,22 @@ tabular = [
     { name = "neo4j" },
 ]
 
+[package.dev-dependencies]
+dev = [
+    { name = "nemo-retriever", extra = ["all", "dev"] },
+    { name = "nemotron-graphic-elements-v1" },
+    { name = "nemotron-ocr", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "nemotron-page-elements-v3" },
+    { name = "nemotron-table-structure-v1" },
+]
+
 [package.metadata]
 requires-dist = [
-    { name = "accelerate", marker = "extra == 'local-base'", specifier = "==1.12.0" },
-    { name = "addict", marker = "extra == 'local-base'" },
+    { name = "accelerate", marker = "extra == 'local'", specifier = "==1.12.0" },
+    { name = "addict", marker = "extra == 'local'" },
     { name = "addict", marker = "extra == 'service'" },
-    { name = "albumentations", marker = "extra == 'local-base'", specifier = "==2.0.8" },
-    { name = "apscheduler", marker = "extra == 'local-base'", specifier = ">=3.10" },
+    { name = "albumentations", marker = "extra == 'local'", specifier = "==2.0.8" },
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     { name = "apscheduler", marker = "extra == 'service'", specifier = ">=3.10" },
     { name = "backoff" },
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@@ -2683,16 +2597,16 @@ requires-dist = [
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     { name = "duckdb-engine", marker = "extra == 'tabular'", specifier = ">=0.13.0" },
-    { name = "easydict", marker = "extra == 'local-base'" },
+    { name = "easydict", marker = "extra == 'local'" },
     { name = "easydict", marker = "extra == 'service'" },
-    { name = "einops", marker = "extra == 'local-base'" },
+    { name = "einops", marker = "extra == 'local'" },
     { name = "fastapi", specifier = ">=0.114.0" },
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     { name = "ffmpeg-python" },
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-    { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'local-base'", specifier = "==0.6.8.post1" },
+    { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.6.8.post1" },
+    { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.6.8.post1" },
     { name = "fsspec", specifier = ">=2025.5.1" },
-    { name = "glom", marker = "extra == 'local-base'" },
+    { name = "glom", marker = "extra == 'local'" },
     { name = "glom", marker = "extra == 'service'" },
     { name = "httpx", specifier = ">=0.27.0" },
     { name = "lancedb" },
@@ -2703,28 +2617,22 @@ requires-dist = [
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     { name = "nemo-retriever", extras = ["benchmarks", "llm", "local", "multimedia", "nemotron-parse", "service", "tabular"], marker = "extra == 'all'" },
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-    { name = "nemotron-graphic-elements-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.1.dev0,!=1.0.1,<2" },
+    { name = "nemotron-graphic-elements-v1", marker = "extra == 'local'", specifier = ">=1.0.0,<2" },
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-    { name = "nemotron-table-structure-v1", marker = "extra == 'local-nightly'", specifier = ">=1.0.1.dev0,!=1.0.1,<2" },
+    { name = "nemotron-page-elements-v3", marker = "extra == 'local'", specifier = ">=3.0.1,<4" },
+    { name = "nemotron-table-structure-v1", marker = "extra == 'local'", specifier = ">=1.0.0,<2" },
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-    { name = "nvidia-ml-py", marker = "extra == 'local-base'" },
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@@ -2735,79 +2643,52 @@ requires-dist = [
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-    { name = "scikit-learn", marker = "extra == 'local-base'", specifier = ">=1.6.0" },
+    { name = "scikit-learn", marker = "extra == 'local'", specifier = ">=1.6.0" },
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+    { name = "torch", marker = "sys_platform == 'win32' and extra == 'local'", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu130" },
+    { name = "torchvision", marker = "sys_platform == 'darwin' and extra == 'local'", specifier = "==0.26.0" },
+    { name = "torchvision", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.26.0", index = "https://download.pytorch.org/whl/cu130" },
+    { name = "torchvision", marker = "sys_platform == 'win32' and extra == 'local'", specifier = "==0.26.0", index = "https://download.pytorch.org/whl/cu130" },
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-    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'local-base'", specifier = "==0.20.0" },
+    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'local'", specifier = "==0.20.0" },
 ]
-provides-extras = ["service", "local-base", "local", "local-nightly", "multimedia", "nemotron-parse", "tabular", "benchmarks", "llm", "dev", "all"]
+provides-extras = ["service", "local", "multimedia", "nemotron-parse", "tabular", "benchmarks", "llm", "dev", "all"]
 
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+[package.metadata.requires-dev]
+dev = [
+    { name = "nemo-retriever", extras = ["all"] },
+    { name = "nemo-retriever", extras = ["dev"] },
+    { name = "nemotron-graphic-elements-v1", specifier = ">=1.0.1.dev0,!=1.0.1,<2" },
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+    { name = "nemotron-page-elements-v3", specifier = ">=3.0.1.dev0,!=3.0.1,!=3.0.2,<4" },
+    { name = "nemotron-table-structure-v1", specifier = ">=1.0.1.dev0,!=1.0.1,<2" },
 ]
 
 [[package]]
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+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
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 wheels = [
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 [[package]]

From 761d9156638357091be7f51ecddb03b7ddb4506b Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Wed, 10 Jun 2026 14:51:45 +0000
Subject: [PATCH 7/8] Document local prerelease install path

---
 nemo_retriever/README.md | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/nemo_retriever/README.md b/nemo_retriever/README.md
index 94f34b2f82..da5e4f9f4f 100644
--- a/nemo_retriever/README.md
+++ b/nemo_retriever/README.md
@@ -47,6 +47,14 @@ source retriever/bin/activate
 uv pip install "nemo-retriever[local]==26.05-RC1"
 ```
 
+The `[local]` extra resolves stable Nemotron extraction packages by default. To
+try prerelease/nightly Nemotron packages from PyPI within the same supported
+major-version windows, opt in with `--pre`:
+
+```bash
+uv pip install --pre "nemo-retriever[local]==26.05-RC1"
+```
+
 Install matching **ingestion client** and **ingestion runtime** wheels at the same version when your workflow expects them (see the [NeMo Retriever Library prerequisites](https://docs.nvidia.com/nemo/retriever/latest/extraction/overview/) for the exact PyPI coordinates for your release).
 
 For **remote NIM inference only** (no local GPU required), the base package is sufficient:

From 1d6086ea82b09d9f6fcb90772de7849ecc459ffe Mon Sep 17 00:00:00 2001
From: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com>
Date: Wed, 10 Jun 2026 16:28:59 +0000
Subject: [PATCH 8/8] Address PyPI nightly workflow feedback

---
 .github/workflows/pypi-nightly-publish.yml |  8 +++++---
 nemo_retriever/tests/test_ci_workflows.py  | 21 +++++++++++++++++++++
 2 files changed, 26 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/pypi-nightly-publish.yml b/.github/workflows/pypi-nightly-publish.yml
index cee487a87c..2dcc55e1d6 100644
--- a/.github/workflows/pypi-nightly-publish.yml
+++ b/.github/workflows/pypi-nightly-publish.yml
@@ -38,6 +38,9 @@ on:
         default: true
         type: boolean
 
+permissions:
+  contents: read
+
 jobs:
   build:
     runs-on: linux-large-disk
@@ -123,14 +126,13 @@ jobs:
 
       - name: Publish wheels
         env:
-          PYPI_API_TOKEN: ${{ secrets.PYPI_API_TOKEN }}
+          TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
         shell: bash
         run: |
           set -euo pipefail
 
           upload_to="${{ steps.target.outputs.upload_to }}"
           repository_url="https://upload.pypi.org/legacy/"
-          token="${PYPI_API_TOKEN:-}"
           if [[ "${upload_to}" == "none" ]]; then
             echo "upload_to=none; skipping package upload."
             exit 0
@@ -141,4 +143,4 @@ jobs:
             skip_existing_flag="--skip-existing"
           fi
 
-          twine upload ${skip_existing_flag} --repository-url "${repository_url}" -u __token__ -p "${token}" nemo_retriever/dist/*
+          twine upload ${skip_existing_flag} --repository-url "${repository_url}" -u __token__ nemo_retriever/dist/*
diff --git a/nemo_retriever/tests/test_ci_workflows.py b/nemo_retriever/tests/test_ci_workflows.py
index 66eb8ebcef..a4b2a252ad 100644
--- a/nemo_retriever/tests/test_ci_workflows.py
+++ b/nemo_retriever/tests/test_ci_workflows.py
@@ -140,6 +140,27 @@ def test_public_nightly_python_publish_workflows_do_not_target_testpypi():
         assert "PYPI_API_TOKEN" in workflow, workflow_name
 
 
+@requires_workflows
+def test_public_nightly_python_publish_workflows_use_read_only_token_permissions():
+    workflow_names = ("pypi-nightly-publish.yml", "huggingface-nightly.yml")
+
+    for workflow_name in workflow_names:
+        workflow = _load_workflow(workflow_name)
+
+        assert workflow["permissions"] == {"contents": "read"}, workflow_name
+
+
+@requires_workflows
+def test_pypi_nightly_publish_uses_twine_password_env():
+    workflow = _load_workflow("pypi-nightly-publish.yml")
+    steps = workflow["jobs"]["build"]["steps"]
+    publish_step = next(step for step in steps if step.get("name") == "Publish wheels")
+
+    assert publish_step["env"] == {"TWINE_PASSWORD": "${{ secrets.PYPI_API_TOKEN }}"}
+    assert ' -p "${token}"' not in publish_step["run"]
+    assert "PYPI_API_TOKEN" not in publish_step["run"]
+
+
 def test_legacy_nv_ingest_root_compose_stack_is_removed():
     legacy_paths = (
         "docker-compose.yaml",