From 48f49d58b7ecb5b5d6a8f6575e818cc5265a33b4 Mon Sep 17 00:00:00 2001
From: Song Luar <jluar@precisioninno.com>
Date: Thu, 4 Jun 2026 21:46:48 +0800
Subject: [PATCH 1/9] fix: patch Python CVEs in backend, frontend, and
 evaluation (#286)

fix: patch Python CVEs in all pyproject.toml and uv.lock files

Fixes the following CVEs by bumping minimum version constraints:
- aiohttp: 3.13.4 -> 3.14.0 (CVE-2026-34993, CVE-2026-47265)
- pyarrow: 19/20/21.x -> 23.0.1+ (PYSEC-2026-113)
- pygments: 2.19.2 -> 2.20.0 (CVE-2026-4539)
- PyJWT: 2.12.1 -> 2.13.0 (PYSEC-2026-175/177/178/179)
- starlette: 0.46/0.50.x -> 1.2.1 (PYSEC-2026-161, CVE-2025-54121, CVE-2025-62727)
- fastapi: 0.115.14 -> 0.136.3 (frontend, to pull in starlette 1.x)

aiohttp and pyarrow are added as explicit constraints to force
transitive dependency updates. torch 2.9.0 (PYSEC-2026-139) has no
upstream fix available yet.

https://claude.ai/code/session_01GeF1r9TL34WDNuRp3ny8iR

Co-authored-by: Claude <noreply@anthropic.com>
Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 backend/pyproject.toml    |   8 +-
 backend/uv.lock           | 213 +++++++++++++++++------------
 evaluation/pyproject.toml |   4 +-
 evaluation/uv.lock        | 239 +++++++++++++++++++--------------
 frontend/pyproject.toml   |   6 +-
 frontend/uv.lock          | 276 +++++++++++++++++++++++---------------
 6 files changed, 439 insertions(+), 307 deletions(-)

diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 16ef4987..3cf6b3b1 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -5,7 +5,9 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.13"
 dependencies = [
+    "aiohttp>=3.14.0",
     "asyncpg>=0.30.0",
+    "pyarrow>=23.0.1",
     "cryptography>=46.0.5",
     "faiss-cpu==1.12.0",
     "fastapi>=0.117.0",
@@ -30,10 +32,10 @@ dependencies = [
     "nltk==3.9.4",
     "openai==1.100.2",
     "protobuf>=5.29.6",
-    "PyJWT>=2.12.0",
+    "PyJWT>=2.13.0",
     "psycopg2-binary>=2.9.11",
     "pydantic>=2.11.7",
-    "pygments>=2.15.1",
+    "pygments>=2.20.0",
     "pypdf==6.10.2",
     "rank-bm25==0.2.2",
     "rich>=13.7.0",
@@ -46,7 +48,7 @@ dependencies = [
     "sphinx-external-toc==1.0.1",
     "sphinxcontrib-mermaid==1.0.0",
     "sqlalchemy>=2.0.43",
-    "starlette>=0.49.1",
+    "starlette>=1.0.1",
     "unstructured==0.18.18",
 ]
 
diff --git a/backend/uv.lock b/backend/uv.lock
index 9b151d90..985a62ef 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -50,7 +50,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.4"
+version = "3.14.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -61,59 +61,72 @@ dependencies = [
     { name = "propcache" },
     { name = "yarl" },
 ]
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 source = { virtual = "." }
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+    { name = "pyarrow" },
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@@ -283,6 +298,7 @@ dev = [
 
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diff --git a/evaluation/pyproject.toml b/evaluation/pyproject.toml
index 9813aeaf..67339f55 100644
--- a/evaluation/pyproject.toml
+++ b/evaluation/pyproject.toml
@@ -7,7 +7,9 @@ name = "ora-evaluation"
 version = "1.0.0"
 requires-python = ">=3.12"
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diff --git a/evaluation/uv.lock b/evaluation/uv.lock
index 09641a09..997ccc8e 100644
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@@ -1841,6 +1856,7 @@ name = "ora-evaluation"
 version = "1.0.0"
 source = { editable = "." }
 dependencies = [
+    { name = "aiohttp" },
     { name = "asyncio" },
     { name = "deepeval" },
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@@ -1858,6 +1874,7 @@ dependencies = [
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     { name = "protobuf" },
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@@ -1877,6 +1894,7 @@ test = [
 
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 [[package]]
diff --git a/frontend/pyproject.toml b/frontend/pyproject.toml
index 978a5517..1f172907 100644
--- a/frontend/pyproject.toml
+++ b/frontend/pyproject.toml
@@ -7,7 +7,9 @@ name = "ora-frontend"
 version = "1.0.0"
 requires-python = ">=3.12"
 dependencies = [
-  "fastapi[standard]==0.115.14",
+  "fastapi[standard]>=0.136.3",
+  "pyarrow>=23.0.1",
+  "starlette>=1.0.1",
   "gitpython>=3.1.50",
   "streamlit>=1.54.0",
   "requests==2.33.0",
@@ -20,7 +22,7 @@ dependencies = [
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   "python-dotenv==1.2.2",
   "pymongo==4.6.3",
-  "pygments>=2.15.1",
+  "pygments>=2.20.0",
 ]
 classifiers = [
   "Development Status :: 3 - Alpha",
diff --git a/frontend/uv.lock b/frontend/uv.lock
index 32ff2bad..e7b01713 100644
--- a/frontend/uv.lock
+++ b/frontend/uv.lock
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+]
+
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 name = "annotated-types"
 version = "0.7.0"
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+version = "0.136.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "pydantic" },
     { name = "starlette" },
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+    { name = "typing-inspection" },
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 [package.optional-dependencies]
 standard = [
     { name = "email-validator" },
     { name = "fastapi-cli", extra = ["standard"] },
+    { name = "fastar" },
     { name = "httpx" },
     { name = "jinja2" },
+    { name = "pydantic-extra-types" },
+    { name = "pydantic-settings" },
     { name = "python-multipart" },
     { name = "uvicorn", extra = ["standard"] },
 ]
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@@ -718,11 +736,13 @@ dependencies = [
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     { name = "protobuf" },
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     { name = "requests" },
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+version = "1.2.1"
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+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
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 [[package]]

From faa73a74f4f26ff938af21dcebdd6fa5d83079c0 Mon Sep 17 00:00:00 2001
From: Song Luar <jluar@precisioninno.com>
Date: Fri, 5 Jun 2026 22:14:11 +0800
Subject: [PATCH 2/9] fix: retry Google embedding calls on 429
 RESOURCE_EXHAUSTED (#287)

Add tenacity retry with exponential backoff to FAISSVectorDatabase._add_to_db
and process_json to handle transient rate-limit errors from the Google
Generative AI / Vertex AI embedding API during backend startup.
Promotes tenacity to an explicit direct dependency.

Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 backend/pyproject.toml            |    1 +
 backend/src/vectorstores/faiss.py |   17 +
 backend/uv.lock                   | 4108 +++++++++++++++--------------
 3 files changed, 2073 insertions(+), 2053 deletions(-)

diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 3cf6b3b1..54356346 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -49,6 +49,7 @@ dependencies = [
     "sphinxcontrib-mermaid==1.0.0",
     "sqlalchemy>=2.0.43",
     "starlette>=1.0.1",
+    "tenacity>=9.0.0",
     "unstructured==0.18.18",
 ]
 
diff --git a/backend/src/vectorstores/faiss.py b/backend/src/vectorstores/faiss.py
index d50dd3de..8c7c93b3 100644
--- a/backend/src/vectorstores/faiss.py
+++ b/backend/src/vectorstores/faiss.py
@@ -9,6 +9,7 @@
 from langchain_google_genai import GoogleGenerativeAIEmbeddings
 from langchain_google_vertexai import VertexAIEmbeddings
 from langchain_core.documents import Document
+from tenacity import retry, stop_after_attempt, wait_exponential, retry_if_exception
 
 from ..tools.process_md import process_md
 from ..tools.process_pdf import process_pdf_docs
@@ -71,6 +72,14 @@ def __init__(
     def faiss_db(self) -> Optional[FAISS]:
         return self._faiss_db
 
+    @retry(
+        stop=stop_after_attempt(5),
+        wait=wait_exponential(multiplier=2, min=10, max=120),
+        retry=retry_if_exception(
+            lambda e: "RESOURCE_EXHAUSTED" in str(e) or "429" in str(e)
+        ),
+        reraise=True,
+    )
     def _add_to_db(self, documents: list[Document]) -> None:
         if self._faiss_db is None:
             self._faiss_db = FAISS.from_documents(
@@ -218,6 +227,14 @@ def load_db(self, name: str) -> None:
     def get_documents(self) -> list[Document]:
         return self._faiss_db.docstore._dict.values()  # type: ignore
 
+    @retry(
+        stop=stop_after_attempt(5),
+        wait=wait_exponential(multiplier=2, min=10, max=120),
+        retry=retry_if_exception(
+            lambda e: "RESOURCE_EXHAUSTED" in str(e) or "429" in str(e)
+        ),
+        reraise=True,
+    )
     def process_json(self, folder_paths: list[str]) -> FAISS:
         logging.info("Processing json files...")
         if not isinstance(folder_paths, list):
diff --git a/backend/uv.lock b/backend/uv.lock
index 985a62ef..c5bb7263 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 1
 requires-python = ">=3.13"
 resolution-markers = [
     "python_full_version >= '3.14'",
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From 2ac5bcfe7ddd29dfde4af3e4d8d4655bcbd0f4e0 Mon Sep 17 00:00:00 2001
From: Song Luar <jluar@precisioninno.com>
Date: Fri, 5 Jun 2026 22:35:53 +0800
Subject: [PATCH 3/9] ci: parallelise jobs, remove HF download, commit
 source_list fixture (#288)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* ci: parallelise jobs, remove HF download, commit source_list fixture

- Split monolithic build-backend-docker into lint-backend, lint-frontend,
  lint-evaluation (parallel), test (needs lint-backend only), and
  docker-build (needs test + frontend/evaluation lint)
- Scope init-dev to each job's module to avoid redundant uv sync calls
- Remove huggingface-cli download; commit backend/data/source_list.json
  as a static test fixture instead
- Add --parallel to docker compose build
- Add check-ci root Makefile target (ruff+mypy per module, no pre-commit)
- Unignore backend/data/source_list.json in .gitignore

Signed-off-by: Jack Luar <jluar@precisioninno.com>

* ci: run lint jobs on ubuntu-latest to reduce self-hosted contention

Lint jobs only need Python + uv — no Docker or local services. Moving
them to ubuntu-latest frees self-hosted runners for test and docker-build.

Signed-off-by: Jack Luar <jluar@precisioninno.com>

---------

Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 .github/workflows/ci.yaml     | 84 ++++++++++++++++++++++++++++++-----
 .gitignore                    |  3 +-
 Makefile                      |  6 +++
 backend/data/source_list.json |  1 +
 4 files changed, 81 insertions(+), 13 deletions(-)
 create mode 100644 backend/data/source_list.json

diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 18b9cfa5..6f8ede0a 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -15,8 +15,8 @@ defaults:
     shell: bash
 
 jobs:
-  build-backend-docker:
-    runs-on: self-hosted
+  lint-backend:
+    runs-on: ubuntu-latest
     steps:
     - name: Setup python
       uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5.6.0
@@ -29,22 +29,82 @@ jobs:
     - name: Checkout code
       uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
 
-    - name: Setup prereqs
-      run: |
-        make init-dev
+    - name: Install deps
+      run: cd backend && make init-dev
 
-    - name: Run formatting checks
-      run: |
-        make check
+    - name: Lint
+      run: cd backend && make check
+
+  lint-frontend:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Setup python
+      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5.6.0
+      with:
+        python-version: '3.12'
+
+    - name: Install uv
+      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
+
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+
+    - name: Install deps
+      run: cd frontend && make init-dev
+
+    - name: Lint
+      run: cd frontend && make check
+
+  lint-evaluation:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Setup python
+      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5.6.0
+      with:
+        python-version: '3.12'
+
+    - name: Install uv
+      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
+
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+
+    - name: Install deps
+      run: cd evaluation && make init-dev
+
+    - name: Lint
+      run: cd evaluation && make check
+
+  test:
+    needs: [lint-backend]
+    runs-on: self-hosted
+    steps:
+    - name: Setup python
+      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5.6.0
+      with:
+        python-version: '3.12'
+
+    - name: Install uv
+      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
+
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+
+    - name: Install deps
+      run: cd backend && make init-dev
 
     - name: Run unit tests
       working-directory: backend
       run: |
-        uv pip install huggingface_hub[cli]
-        huggingface-cli download --repo-type dataset The-OpenROAD-Project/ORAssistant_RAG_Dataset --include source_list.json --local-dir data/
         cp .env.test .env
         make test
 
+  docker-build:
+    needs: [test, lint-frontend, lint-evaluation]
+    runs-on: self-hosted
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+
     - name: Build Docker images
-      run: |
-        docker compose build
+      run: docker compose build --parallel
diff --git a/.gitignore b/.gitignore
index d2ee666e..fc22a03c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,7 +1,8 @@
 .env
 *.ipynb
 __pycache__/
-backend/data/
+backend/data/*
+!backend/data/source_list.json
 backend/src/*.json
 *.pyc
 *.egg-info/
diff --git a/Makefile b/Makefile
index 447fae27..015b9da7 100644
--- a/Makefile
+++ b/Makefile
@@ -26,6 +26,12 @@ check:
 	@. ./backend/.venv/bin/activate && \
 		pre-commit run --all-files
 
+.PHONY: check-ci
+check-ci:
+	@for folder in $(FOLDERS); do \
+	   (cd $$folder && make check && cd ../) || exit 1; \
+		done
+
 .PHONY: docker-up
 docker-up:
 	@docker compose -f docker-compose.yml up --build --wait
diff --git a/backend/data/source_list.json b/backend/data/source_list.json
new file mode 100644
index 00000000..a972832c
--- /dev/null
+++ b/backend/data/source_list.json
@@ -0,0 +1 @@
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"data/html/klayout_docs/www.klayout.de/credits.html": "https:///www.klayout.de/credits.html", "data/html/klayout_docs/www.klayout.de/rdb_format.html": "https:///www.klayout.de/rdb_format.html", "data/html/klayout_docs/www.klayout.de/useful_scripts.html": "https:///www.klayout.de/useful_scripts.html", "data/html/klayout_docs/www.klayout.de/development.html": "https:///www.klayout.de/development.html", "data/html/klayout_docs/www.klayout.de/gallery2.html": "https:///www.klayout.de/gallery2.html", "data/html/klayout_docs/www.klayout.de/impressum.html": "https:///www.klayout.de/impressum.html", "data/html/klayout_docs/www.klayout.de/drc_function_internals.html": "https:///www.klayout.de/drc_function_internals.html", "data/html/klayout_docs/www.klayout.de/gallery.html": "https:///www.klayout.de/gallery.html", "data/html/klayout_docs/www.klayout.de/build.html": "https:///www.klayout.de/build.html", "data/html/klayout_docs/www.klayout.de/build_until_25.html": 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"https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3359", "data/markdown/gh_discussions/Query/3608.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3608", "data/markdown/gh_discussions/Runtime/3604.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3604", "data/markdown/gh_discussions/Build/3513.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3513", "data/markdown/gh_discussions/Build/3489.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3489", "data/markdown/gh_discussions/Query/3447.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3447", "data/markdown/gh_discussions/Query/3454.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3454", "data/markdown/gh_discussions/Query/3445.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3445", "data/markdown/gh_discussions/Query/3390.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3390", "data/markdown/gh_discussions/Query/3395.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3395", "data/markdown/gh_discussions/Query/3407.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3407", "data/markdown/gh_discussions/Query/3417.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3417", "data/markdown/gh_discussions/Feature Request/2784.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2784", "data/markdown/gh_discussions/Configuration/3350.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3350", "data/markdown/gh_discussions/Query/3355.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3355", "data/markdown/gh_discussions/Bug/3362.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3362", "data/markdown/gh_discussions/Runtime/3353.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3353", "data/markdown/gh_discussions/Runtime/3346.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3346", "data/markdown/gh_discussions/Bug/3314.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3314", "data/markdown/gh_discussions/Query/1610.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/1610", "data/markdown/gh_discussions/Feature Request/3331.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3331", "data/markdown/gh_discussions/Query/3327.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3327", "data/markdown/gh_discussions/Query/3291.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3291", "data/markdown/gh_discussions/Installation/2971.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2971", "data/markdown/gh_discussions/Runtime/3208.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3208", "data/markdown/gh_discussions/Query/3262.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3262", "data/markdown/gh_discussions/Query/3174.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3174", "data/markdown/gh_discussions/Runtime/3216.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3216", "data/markdown/gh_discussions/Bug/3217.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3217", "data/markdown/gh_discussions/Runtime/2790.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2790", "data/markdown/gh_discussions/Runtime/2821.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2821", "data/markdown/gh_discussions/Runtime/2870.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2870", "data/markdown/gh_discussions/Runtime/2888.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2888", "data/markdown/gh_discussions/Query/2927.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2927", "data/markdown/gh_discussions/Runtime/2925.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2925", "data/markdown/gh_discussions/Runtime/2804.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2804", "data/markdown/gh_discussions/Query/3040.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3040", "data/markdown/gh_discussions/Query/3178.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3178", "data/markdown/gh_discussions/Query/3033.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3033", "data/markdown/gh_discussions/Query/2923.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2923", "data/markdown/gh_discussions/Build/3148.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3148", "data/markdown/gh_discussions/Query/3121.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3121", "data/markdown/gh_discussions/Runtime/3129.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3129", "data/markdown/gh_discussions/Build/3124.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3124", "data/markdown/gh_discussions/Build/3094.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3094", "data/markdown/gh_discussions/Runtime/3073.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3073", "data/markdown/gh_discussions/Runtime/3044.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3044", "data/markdown/gh_discussions/Query/3068.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3068", "data/markdown/gh_discussions/Query/3029.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3029", "data/markdown/gh_discussions/Query/3037.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3037", "data/markdown/gh_discussions/Query/3030.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3030", "data/markdown/gh_discussions/Installation/3004.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3004", "data/markdown/gh_discussions/Query/3023.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3023", "data/markdown/gh_discussions/Runtime/3014.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/3014", "data/markdown/gh_discussions/Installation/2972.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2972", "data/markdown/gh_discussions/Query/2965.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2965", "data/markdown/gh_discussions/Build/2952.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2952", "data/markdown/gh_discussions/Runtime/2889.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2889", "data/markdown/gh_discussions/Query/2868.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2868", "data/markdown/gh_discussions/Runtime/2880.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2880", "data/markdown/gh_discussions/Query/2800.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2800", "data/markdown/gh_discussions/Runtime/2754.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2754", "data/markdown/gh_discussions/Build/2342.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2342", "data/markdown/gh_discussions/Installation/2679.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2679", "data/markdown/gh_discussions/Runtime/2445.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2445", "data/markdown/gh_discussions/Configuration/2442.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2442", "data/markdown/gh_discussions/Build/2330.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2330", "data/markdown/gh_discussions/Query/2083.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/2083", "data/markdown/gh_discussions/Build/1951.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/1951", "data/markdown/gh_discussions/Query/1870.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/1870", "data/markdown/gh_discussions/Feature Request/1871.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/1871", "data/markdown/gh_discussions/Query/1732.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/1732", "data/markdown/gh_discussions/Query/1539.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/1539", "data/markdown/gh_discussions/Runtime/1164.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/1164", "data/markdown/gh_discussions/Query/625.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/625", "data/markdown/gh_discussions/Runtime/754.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/754", "data/markdown/gh_discussions/Query/683.md": "https://github.com/The-OpenROAD-Project/OpenROAD/discussions/683"}
\ No newline at end of file

From 580033e33e6e43eb8b2885966ebe6e2fa4cf6724 Mon Sep 17 00:00:00 2001
From: Jack Luar <jluar@precisioninno.com>
Date: Sat, 6 Jun 2026 03:33:52 +0000
Subject: [PATCH 4/9] ci: parallelise secret CI, cache HF dataset, speed up
 docker build

- Split monolithic build-backend-docker job into lint-backend,
  lint-frontend, lint-evaluation (ubuntu-latest), test, and
  docker-eval jobs; lint jobs run free runners in parallel
- Remove redundant HF source_list.json download from test step
- Add docker-compose.ci.yml override: skips HF clone via
  SKIP_HF_DOWNLOAD build arg, bind-mounts pre-downloaded ./data,
  reduces healthcheck start_period from 1200s to 300s
- Add docker-up-ci / docker-down-ci Makefile targets using the
  CI compose override
- Use pytest -n auto in make test to parallelise 349 tests via
  already-installed pytest-xdist
- Add SKIP_HF_DOWNLOAD ARG to backend/Dockerfile so production
  builds still clone the dataset; CI skips it and mounts instead
- Change uv sync --dev to uv sync in Dockerfile to omit dev
  tools from the production image

Signed-off-by: Jack Luar <jluar@precisioninno.com>

Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 .github/workflows/ci-secret.yaml | 90 +++++++++++++++++++++++++++-----
 Makefile                         |  8 +++
 backend/Dockerfile               |  9 ++--
 backend/Makefile                 |  2 +-
 docker-compose.ci.yml            | 17 ++++++
 5 files changed, 109 insertions(+), 17 deletions(-)
 create mode 100644 docker-compose.ci.yml

diff --git a/.github/workflows/ci-secret.yaml b/.github/workflows/ci-secret.yaml
index c8fb7f46..bf5c4ac6 100644
--- a/.github/workflows/ci-secret.yaml
+++ b/.github/workflows/ci-secret.yaml
@@ -11,13 +11,63 @@ on:
       - 'evaluation/**'
       - 'Makefile'
       - 'docker-compose.yml'
+      - 'docker-compose.ci.yml'
 
 defaults:
   run:
     shell: bash
 
 jobs:
-  build-backend-docker:
+  lint-backend:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Setup python
+      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5.6.0
+      with:
+        python-version: '3.12'
+    - name: Install uv
+      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+    - name: Install deps
+      run: cd backend && make init-dev
+    - name: Lint
+      run: cd backend && make check
+
+  lint-frontend:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Setup python
+      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5.6.0
+      with:
+        python-version: '3.12'
+    - name: Install uv
+      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+    - name: Install deps
+      run: cd frontend && make init-dev
+    - name: Lint
+      run: cd frontend && make check
+
+  lint-evaluation:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Setup python
+      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5.6.0
+      with:
+        python-version: '3.12'
+    - name: Install uv
+      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+    - name: Install deps
+      run: cd evaluation && make init-dev
+    - name: Lint
+      run: cd evaluation && make check
+
+  test:
+    needs: [lint-backend]
     runs-on: self-hosted
     steps:
     - name: Setup python
@@ -28,19 +78,32 @@ jobs:
       uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
     - name: Checkout code
       uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
-    - name: Setup prereqs
-      run: |
-        make init-dev
-    - name: Run formatting checks
-      run: |
-        make check
+    - name: Install deps
+      run: cd backend && make init-dev
     - name: Run unit tests
       working-directory: backend
       run: |
-        uv pip install huggingface_hub[cli]
-        huggingface-cli download --repo-type dataset The-OpenROAD-Project/ORAssistant_RAG_Dataset --include source_list.json --local-dir data/
         cp .env.test .env
         make test
+
+  docker-eval:
+    needs: [test, lint-frontend, lint-evaluation]
+    runs-on: self-hosted
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
+
+    - name: Download HF dataset
+      run: |
+        if [ ! -d "data" ] || [ -z "$(ls -A data 2>/dev/null)" ]; then
+          pip install huggingface_hub
+          huggingface-cli download The-OpenROAD-Project/ORAssistant_RAG_Dataset \
+            --local-dir ./data
+          echo "Dataset downloaded"
+        else
+          echo "Dataset already cached on runner, skipping download"
+        fi
+
     - name: Populate environment variables
       run: |
         cp backend/.env.example backend/.env
@@ -54,14 +117,16 @@ jobs:
         sed -i 's|{{GOOGLE_PROJECT_ID}}|${{ secrets.GOOGLE_PROJECT_ID }}|g' evaluation/.env
         sed -i 's|{{PATH_TO_GOOGLE_APPLICATION_CREDENTIALS}}|src/secret.json|g' evaluation/.env
         sed -i 's|HF_TOKEN=|HF_TOKEN=${{ secrets.HF_TOKEN }}|g' evaluation/.env
+
     - name: Copy Google credentials
       env:
         GOOGLE_SECRET_JSON: ${{ secrets.PATH_TO_GOOGLE_APPLICATION_CREDENTIALS }}
       run: |
         make seed-credentials
-    - name: Build Docker image
+
+    - name: Build and start Docker stack
       run: |
-        make docker-up
+        make docker-up-ci
 
     - name: Run LLM CI
       id: llm_tests
@@ -85,7 +150,6 @@ jobs:
         echo "=== COMPLETE POSTGRES LOGS ==="
         docker logs postgres 2>&1 || echo "Failed to get postgres logs"
 
-        # Save to files for artifacts
         docker logs backend > docker-logs/backend.log 2>&1 || echo "Failed to capture backend logs"
         docker logs frontend > docker-logs/frontend.log 2>&1 || echo "Failed to capture frontend logs"
         docker logs postgres > docker-logs/postgres.log 2>&1 || echo "Failed to capture postgres logs"
@@ -116,4 +180,4 @@ jobs:
     - name: Teardown
       if: always()
       run: |
-        make docker-down
+        make docker-down-ci
diff --git a/Makefile b/Makefile
index 015b9da7..f98cd084 100644
--- a/Makefile
+++ b/Makefile
@@ -36,10 +36,18 @@ check-ci:
 docker-up:
 	@docker compose -f docker-compose.yml up --build --wait
 
+.PHONY: docker-up-ci
+docker-up-ci:
+	@docker compose -f docker-compose.yml -f docker-compose.ci.yml up --build --wait
+
 .PHONY: docker-down
 docker-down:
 	@docker compose -f docker-compose.yml down --volumes --remove-orphans
 
+.PHONY: docker-down-ci
+docker-down-ci:
+	@docker compose -f docker-compose.yml -f docker-compose.ci.yml down --volumes --remove-orphans
+
 .PHONY: docker-dev
 docker-dev:
 	@docker compose -f docker-compose.yml -f docker-compose.dev.yml up --build --wait
diff --git a/backend/Dockerfile b/backend/Dockerfile
index b8cbb94f..e99bc0cd 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -20,12 +20,15 @@ RUN pip install uv
 COPY ./pyproject.toml /ORAssistant-backend/pyproject.toml
 COPY . .
 
-RUN uv venv .venv && uv sync --dev && uv run /ORAssistant-backend/src/post_install.py
+RUN uv venv .venv && uv sync && uv run /ORAssistant-backend/src/post_install.py
 
-RUN git clone https://huggingface.co/datasets/The-OpenROAD-Project/ORAssistant_RAG_Dataset && \
+ARG SKIP_HF_DOWNLOAD=false
+RUN if [ "$SKIP_HF_DOWNLOAD" = "false" ]; then \
+    git clone https://huggingface.co/datasets/The-OpenROAD-Project/ORAssistant_RAG_Dataset && \
     mkdir -p data && \
     mv ORAssistant_RAG_Dataset/* data/ && \
-    rm -rf ORAssistant_RAG_Dataset
+    rm -rf ORAssistant_RAG_Dataset; \
+fi
 
 EXPOSE 8000
 
diff --git a/backend/Makefile b/backend/Makefile
index 20ad3400..b1d9bb5d 100644
--- a/backend/Makefile
+++ b/backend/Makefile
@@ -28,7 +28,7 @@ build-docs:
 
 .PHONY: test
 test:
-	@uv run pytest
+	@uv run pytest -n auto
 
 .PHONY: mcp
 mcp:
diff --git a/docker-compose.ci.yml b/docker-compose.ci.yml
new file mode 100644
index 00000000..8171b7c6
--- /dev/null
+++ b/docker-compose.ci.yml
@@ -0,0 +1,17 @@
+services:
+  backend:
+    build:
+      context: ./backend
+      args:
+        SKIP_HF_DOWNLOAD: "true"
+    volumes:
+      - faiss_data:/ORAssistant-backend/faiss_db
+      - ./data:/ORAssistant-backend/data
+    environment:
+      HEALTHCHECK_START_PERIOD: "300s"
+      HEALTHCHECK_INTERVAL: "10s"
+      HEALTHCHECK_RETRIES: "30"
+
+volumes:
+  faiss_data:
+    driver: local

From 4dc81a6b30bc00b31de7a3bb691fc3bd879b20c5 Mon Sep 17 00:00:00 2001
From: Jack Luar <jluar@precisioninno.com>
Date: Sat, 6 Jun 2026 04:01:25 +0000
Subject: [PATCH 5/9] fix(ci): add uv setup to docker-eval, use uv tool install
 for HF CLI

pip is not on PATH on the self-hosted runner; the docker-eval job
had no uv setup step. Add Install uv before the checkout and switch
to uv tool install huggingface-hub so huggingface-cli is available.

Signed-off-by: Jack Luar <jluar@precisioninno.com>

Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 .github/workflows/ci-secret.yaml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci-secret.yaml b/.github/workflows/ci-secret.yaml
index bf5c4ac6..721a297c 100644
--- a/.github/workflows/ci-secret.yaml
+++ b/.github/workflows/ci-secret.yaml
@@ -90,13 +90,16 @@ jobs:
     needs: [test, lint-frontend, lint-evaluation]
     runs-on: self-hosted
     steps:
+    - name: Install uv
+      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e  # v6.8.0
+
     - name: Checkout code
       uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4.3.1
 
     - name: Download HF dataset
       run: |
         if [ ! -d "data" ] || [ -z "$(ls -A data 2>/dev/null)" ]; then
-          pip install huggingface_hub
+          uv tool install huggingface-hub
           huggingface-cli download The-OpenROAD-Project/ORAssistant_RAG_Dataset \
             --local-dir ./data
           echo "Dataset downloaded"

From cf7b0df6a8a6e910c631da209158937093642030 Mon Sep 17 00:00:00 2001
From: Song Luar <jluar@precisioninno.com>
Date: Sat, 6 Jun 2026 00:02:05 +0800
Subject: [PATCH 6/9] fix: batch FAISS embedding to avoid 429 rate limit
 exhaustion (#289)

Split document embedding into 100-chunk batches with a 1s delay
between batches so a 429 only retries one batch (~1 API call) rather
than restarting FAISS.from_documents from scratch (~87 calls). Also
raise retry wait times from max 120s to max 600s to give the quota
time to reset before the next attempt.

Signed-off-by: Jack Luar <jluar@precisioninno.com>
Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 backend/src/vectorstores/faiss.py | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/backend/src/vectorstores/faiss.py b/backend/src/vectorstores/faiss.py
index 8c7c93b3..52cdc15f 100644
--- a/backend/src/vectorstores/faiss.py
+++ b/backend/src/vectorstores/faiss.py
@@ -1,4 +1,5 @@
 import os
+import time
 import logging
 from typing import Optional, Union
 from dotenv import load_dotenv
@@ -74,13 +75,13 @@ def faiss_db(self) -> Optional[FAISS]:
 
     @retry(
         stop=stop_after_attempt(5),
-        wait=wait_exponential(multiplier=2, min=10, max=120),
+        wait=wait_exponential(multiplier=2, min=60, max=600),
         retry=retry_if_exception(
             lambda e: "RESOURCE_EXHAUSTED" in str(e) or "429" in str(e)
         ),
         reraise=True,
     )
-    def _add_to_db(self, documents: list[Document]) -> None:
+    def _embed_and_add(self, documents: list[Document]) -> None:
         if self._faiss_db is None:
             self._faiss_db = FAISS.from_documents(
                 documents=documents,
@@ -90,6 +91,13 @@ def _add_to_db(self, documents: list[Document]) -> None:
         else:
             self._faiss_db.add_documents(documents)
 
+    def _add_to_db(self, documents: list[Document], batch_size: int = 100) -> None:
+        for i in range(0, len(documents), batch_size):
+            batch = documents[i : i + batch_size]
+            self._embed_and_add(batch)
+            if i + batch_size < len(documents):
+                time.sleep(1)
+
     def add_md_docs(
         self, folder_paths: list[str], chunk_size: int = 500, return_docs: bool = False
     ) -> Optional[list[Document]]:
@@ -229,7 +237,7 @@ def get_documents(self) -> list[Document]:
 
     @retry(
         stop=stop_after_attempt(5),
-        wait=wait_exponential(multiplier=2, min=10, max=120),
+        wait=wait_exponential(multiplier=2, min=60, max=600),
         retry=retry_if_exception(
             lambda e: "RESOURCE_EXHAUSTED" in str(e) or "429" in str(e)
         ),

From d693bc4a6546ea3a5be5491b0a149459f7c9bade Mon Sep 17 00:00:00 2001
From: Song Luar <jluar@precisioninno.com>
Date: Sat, 6 Jun 2026 01:23:27 +0800
Subject: [PATCH 7/9] CI fixes (#290)

* fix: defer graph init to background, prevent health-check timeout

Move RetrieverGraph construction out of module-level import in
conversations.py and into a background thread spawned during the
FastAPI lifespan. This lets the server start instantly so the
Docker health-check passes within the reduced 30 s start_period
(instead of timing out after 22+ min waiting for FAISS embedding).

- Replace module-level rg = RetrieverGraph(...) with lazy singleton
  (get_graph / start_graph_init / reset_graph_state_for_testing)
- Add /conversations/ready readiness probe returning 'ready' or
  'initializing'
- Conversation endpoints return 503 / stream error when graph is
  not yet initialized
- Add readiness poll loop (30 min, 10 s intervals) before Run LLM CI
  step in ci-secret.yaml
- Reduce Docker healthcheck start_period default from 1200 s to 30 s
- Update streaming tests to use new public reset_graph_state_for_testing()

Signed-off-by: Jack Luar <jluar@precisioninno.com>

---------

Signed-off-by: Jack Luar <jluar@precisioninno.com>
Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 .github/workflows/ci-secret.yaml              | 12 +++
 backend/src/api/main.py                       |  5 +-
 backend/src/api/routers/conversations.py      | 79 +++++++++++++++----
 .../tests/test_api_conversations_streaming.py | 21 +++--
 docker-compose.yml                            |  2 +-
 5 files changed, 92 insertions(+), 27 deletions(-)

diff --git a/.github/workflows/ci-secret.yaml b/.github/workflows/ci-secret.yaml
index 721a297c..4c21502b 100644
--- a/.github/workflows/ci-secret.yaml
+++ b/.github/workflows/ci-secret.yaml
@@ -131,6 +131,18 @@ jobs:
       run: |
         make docker-up-ci
 
+    - name: Wait for graph readiness
+      run: |
+        echo "Waiting for graph to finish initializing..."
+        for i in $(seq 1 360); do
+          if curl -sf http://localhost:8000/conversations/ready | grep -q '"ready"'; then
+            echo "Graph is ready"
+            break
+          fi
+          echo "Waiting for graph initialization... ($i/180)"
+          sleep 10
+        done
+
     - name: Run LLM CI
       id: llm_tests
       working-directory: evaluation
diff --git a/backend/src/api/main.py b/backend/src/api/main.py
index 8045a314..3ed04a34 100644
--- a/backend/src/api/main.py
+++ b/backend/src/api/main.py
@@ -11,9 +11,12 @@
 
 @asynccontextmanager
 async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]:
-    """Initialize database on startup."""
+    """Initialize database on startup and start graph background init."""
     logger.info("Initializing database connection...")
     init_database()
+    logger.info("Starting graph initialization in background...")
+    from .routers.conversations import start_graph_init
+    start_graph_init()
     yield
     logger.info("Shutting down...")
 
diff --git a/backend/src/api/routers/conversations.py b/backend/src/api/routers/conversations.py
index f0450628..f6db750c 100644
--- a/backend/src/api/routers/conversations.py
+++ b/backend/src/api/routers/conversations.py
@@ -1,8 +1,9 @@
 import os
 import logging
+import threading
 from dotenv import load_dotenv
 
-from typing import Any
+from typing import Any, Optional
 from uuid import UUID
 from fastapi import APIRouter, Depends, HTTPException
 from langchain_google_vertexai import ChatVertexAI
@@ -204,17 +205,56 @@ def parse_agent_output(output: list) -> tuple[str, list[ContextSource], list[str
     return llm_response, context_sources, tools
 
 
-rg = RetrieverGraph(
-    llm_model=llm,
-    embeddings_config=embeddings_config,
-    reranking_model_name=hf_reranker,
-    use_cuda=use_cuda,
-    inbuilt_tool_calling=True,
-    fast_mode=fast_mode,
-    debug=debug,
-    enable_mcp=enable_mcp,
-)
-rg.initialize()
+_rg: Optional[RetrieverGraph] = None
+_rg_started = threading.Event()
+_rg_ready = threading.Event()
+
+
+def get_graph() -> Optional[RetrieverGraph]:
+    """Return the initialized graph, or None if not ready yet."""
+    return _rg if _rg_ready.is_set() else None
+
+
+def _initialize_graph() -> None:
+    """Build and initialize the RetrieverGraph (runs in background thread)."""
+    global _rg
+    graph = RetrieverGraph(
+        llm_model=llm,
+        embeddings_config=embeddings_config,
+        reranking_model_name=hf_reranker,
+        use_cuda=use_cuda,
+        inbuilt_tool_calling=True,
+        fast_mode=fast_mode,
+        debug=debug,
+        enable_mcp=enable_mcp,
+    )
+    graph.initialize()
+    _rg = graph
+    _rg_ready.set()
+
+
+def start_graph_init() -> None:
+    """Start graph initialization in a background thread (idempotent)."""
+    if _rg_started.is_set():
+        return
+    _rg_started.set()
+    threading.Thread(target=_initialize_graph, daemon=True).start()
+
+
+def reset_graph_state_for_testing() -> None:
+    """Reset graph state so tests can simulate a fresh startup."""
+    global _rg
+    _rg = None
+    _rg_started.clear()
+    _rg_ready.clear()
+
+
+@router.get("/ready")
+async def ready() -> dict[str, str]:
+    """Readiness probe — returns 'ready' when the graph is fully initialized."""
+    if _rg_ready.is_set():
+        return {"status": "ready"}
+    return {"status": "initializing"}
 
 
 chat_history: dict[UUID, list[dict[str, str]]] = {}
@@ -283,10 +323,11 @@ async def get_agent_response(
         "chat_history": get_history_str(db, conversation_uuid),
     }
 
-    if rg.graph is not None:
-        output = list(rg.graph.stream(inputs, stream_mode="updates"))
+    graph = get_graph()
+    if graph is not None and graph.graph is not None:
+        output = list(graph.graph.stream(inputs, stream_mode="updates"))
     else:
-        raise ValueError("RetrieverGraph not initialized.")
+        raise HTTPException(status_code=503, detail="Graph is still initializing. Please retry shortly.")
 
     llm_response, context_sources, tools = parse_agent_output(output)
 
@@ -382,8 +423,9 @@ async def get_response_stream(user_input: UserInput, db: Session | None) -> Any:
     current_llm_call_count = 1
     chunks: list[str] = []
 
-    if rg.graph is not None:
-        async for event in rg.graph.astream_events(inputs, version="v2"):
+    graph = get_graph()
+    if graph is not None and graph.graph is not None:
+        async for event in graph.graph.astream_events(inputs, version="v2"):
             chunk = event["event"]
 
             if chunk == "on_chat_model_end":
@@ -406,6 +448,9 @@ async def get_response_stream(user_input: UserInput, db: Session | None) -> Any:
                 if msg:
                     chunks.append(str(msg))
                 yield str(msg) + "\n\n"
+    else:
+        yield "Error: Graph is still initializing. Please retry shortly.\n\n"
+        return
 
     urls = list(set(urls))
     yield f"Sources: {', '.join(urls)}\n\n"
diff --git a/backend/tests/test_api_conversations_streaming.py b/backend/tests/test_api_conversations_streaming.py
index a3a921de..193a250e 100644
--- a/backend/tests/test_api_conversations_streaming.py
+++ b/backend/tests/test_api_conversations_streaming.py
@@ -37,7 +37,13 @@ def mock_retriever_graph():
     """Mock RetrieverGraph for streaming tests."""
     # Reset the mock for each test
     mock_graph_global.reset_mock()
+    # Set up the lazy-loaded graph so get_graph() returns the mock
+    conversations._rg = mock_rg_instance
+    conversations._rg_started.set()
+    conversations._rg_ready.set()
     yield mock_graph_global
+    # Teardown: reset graph state for next test
+    conversations.reset_graph_state_for_testing()
 
 
 @pytest.fixture
@@ -436,16 +442,15 @@ async def test_get_response_stream_graph_not_initialized(
         """Test behavior when graph is not initialized."""
         from src.api.routers.conversations import get_response_stream
 
-        with patch("src.api.routers.conversations.rg") as mock_rg:
-            mock_rg.graph = None
+        # Reset to simulate a fresh process where the graph hasn't been started yet
+        conversations.reset_graph_state_for_testing()
 
-            chunks = []
-            async for chunk in get_response_stream(sample_user_input, db_session):
-                chunks.append(chunk)
+        chunks = []
+        async for chunk in get_response_stream(sample_user_input, db_session):
+            chunks.append(chunk)
 
-            # When graph is None, streaming continues but produces no content chunks
-            # Should still have sources line
-            assert any("Sources:" in c for c in chunks)
+        # When graph is None, the stream yields an error and returns early
+        assert any("still initializing" in c for c in chunks)
 
     @pytest.mark.asyncio
     async def test_get_response_stream_empty_content(
diff --git a/docker-compose.yml b/docker-compose.yml
index 110e8571..baeb9205 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -45,7 +45,7 @@ services:
       interval: ${HEALTHCHECK_INTERVAL:-30s}
       timeout: ${HEALTHCHECK_TIMEOUT:-10s}
       retries: ${HEALTHCHECK_RETRIES:-5}
-      start_period: ${HEALTHCHECK_START_PERIOD:-1200s}
+      start_period: ${HEALTHCHECK_START_PERIOD:-30s}
   
   frontend:
     build:

From 8d739f911baaa83d71d91b6ceb68a774bf1d4760 Mon Sep 17 00:00:00 2001
From: Song Luar <jluar@precisioninno.com>
Date: Sat, 6 Jun 2026 01:23:27 +0800
Subject: [PATCH 8/9] CI fixes (#290)

* fix: defer graph init to background, prevent health-check timeout

Move RetrieverGraph construction out of module-level import in
conversations.py and into a background thread spawned during the
FastAPI lifespan. This lets the server start instantly so the
Docker health-check passes within the reduced 30 s start_period
(instead of timing out after 22+ min waiting for FAISS embedding).

- Replace module-level rg = RetrieverGraph(...) with lazy singleton
  (get_graph / start_graph_init / reset_graph_state_for_testing)
- Add /conversations/ready readiness probe returning 'ready' or
  'initializing'
- Conversation endpoints return 503 / stream error when graph is
  not yet initialized
- Add readiness poll loop (30 min, 10 s intervals) before Run LLM CI
  step in ci-secret.yaml
- Reduce Docker healthcheck start_period default from 1200 s to 30 s
- Update streaming tests to use new public reset_graph_state_for_testing()

Signed-off-by: Jack Luar <jluar@precisioninno.com>

---------

Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 .github/workflows/ci-secret.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/.github/workflows/ci-secret.yaml b/.github/workflows/ci-secret.yaml
index 4c21502b..e0dd3a5b 100644
--- a/.github/workflows/ci-secret.yaml
+++ b/.github/workflows/ci-secret.yaml
@@ -143,6 +143,18 @@ jobs:
           sleep 10
         done
 
+    - name: Wait for graph readiness
+      run: |
+        echo "Waiting for graph to finish initializing..."
+        for i in $(seq 1 360); do
+          if curl -sf http://localhost:8000/conversations/ready | grep -q '"ready"'; then
+            echo "Graph is ready"
+            break
+          fi
+          echo "Waiting for graph initialization... ($i/180)"
+          sleep 10
+        done
+
     - name: Run LLM CI
       id: llm_tests
       working-directory: evaluation

From 6473d664b74b5712a8e4ae0ab88affeb75ea8b09 Mon Sep 17 00:00:00 2001
From: Song Luar <jluar@precisioninno.com>
Date: Sat, 6 Jun 2026 11:51:07 +0800
Subject: [PATCH 9/9] ci: parallelise secret CI, cache HF dataset, speed up
 docker build (#291)

- Split monolithic build-backend-docker job into lint-backend,
  lint-frontend, lint-evaluation (ubuntu-latest), test, and
  docker-eval jobs; lint jobs run free runners in parallel
- Remove redundant HF source_list.json download from test step
- Add docker-compose.ci.yml override: skips HF clone via
  SKIP_HF_DOWNLOAD build arg, bind-mounts pre-downloaded ./data,
  reduces healthcheck start_period from 1200s to 300s
- Add docker-up-ci / docker-down-ci Makefile targets using the
  CI compose override
- Use pytest -n auto in make test to parallelise 349 tests via
  already-installed pytest-xdist
- Add SKIP_HF_DOWNLOAD ARG to backend/Dockerfile so production
  builds still clone the dataset; CI skips it and mounts instead
- Change uv sync --dev to uv sync in Dockerfile to omit dev
  tools from the production image

Signed-off-by: Jack Luar <jluar@precisioninno.com>
---
 .github/workflows/ci-secret.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci-secret.yaml b/.github/workflows/ci-secret.yaml
index e0dd3a5b..115d485f 100644
--- a/.github/workflows/ci-secret.yaml
+++ b/.github/workflows/ci-secret.yaml
@@ -100,9 +100,6 @@ jobs:
       run: |
         if [ ! -d "data" ] || [ -z "$(ls -A data 2>/dev/null)" ]; then
           uv tool install huggingface-hub
-          huggingface-cli download The-OpenROAD-Project/ORAssistant_RAG_Dataset \
-            --local-dir ./data
-          echo "Dataset downloaded"
         else
           echo "Dataset already cached on runner, skipping download"
         fi
@@ -130,6 +127,7 @@ jobs:
     - name: Build and start Docker stack
       run: |
         make docker-up-ci
+<<<<<<< HEAD
 
     - name: Wait for graph readiness
       run: |
@@ -142,6 +140,8 @@ jobs:
           echo "Waiting for graph initialization... ($i/180)"
           sleep 10
         done
+=======
+>>>>>>> a197ec61 (ci: parallelise secret CI, cache HF dataset, speed up docker build (#291))
 
     - name: Wait for graph readiness
       run: |