diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 00000000..b5db8d48
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,2 @@
+*.sh text eol=lf
+*.jsonlines text eol=lf
\ No newline at end of file
diff --git a/.github/workflows/app-tests.yaml b/.github/workflows/app-tests.yaml
old mode 100644
new mode 100755
index 3ef2409b..af4a2d37
--- a/.github/workflows/app-tests.yaml
+++ b/.github/workflows/app-tests.yaml
@@ -13,20 +13,34 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: ["ubuntu-20.04"]
+        os: ["ubuntu-latest", "windows-latest", "macos-latest-xlarge", "macos-13"]
         python_version: ["3.10", "3.11", "3.12"]
-    services:
-      postgres:
-        image: pgvector/pgvector:pg16
-        env:
-          POSTGRES_USER: admin
-          POSTGRES_PASSWORD: postgres
-        ports:
-        - 5432:5432
-        # needed because the postgres container does not provide a healthcheck
-        options: --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 5
+        exclude:
+          - os: macos-latest-xlarge
+            python_version: "3.10"
     steps:
         - uses: actions/checkout@v4
+        - name: Check for MacOS Runner
+          if: matrix.os == 'macos-latest-xlarge'
+          run: brew install postgresql@14
+        - name: Install pgvector on Windows using install-pgvector.bat
+          if: matrix.os == 'windows-latest'
+          shell: cmd
+          run: .github\workflows\install-pgvector.bat
+        - name: Install PostgreSQL development libraries
+          if: matrix.os == 'ubuntu-latest'
+          run: |
+            sudo apt update
+            sudo apt install postgresql-server-dev-14
+        - name: Setup postgres
+          uses: ikalnytskyi/action-setup-postgres@v6
+          with:
+            username: admin
+            password: postgres
+            database: postgres
+        - name: Install pgvector on MacOS/Linux using install-pgvector.sh
+          if: matrix.os != 'windows-latest'
+          run: .github/workflows/install-pgvector.sh
         - name: Setup python
           uses: actions/setup-python@v5
           with:
@@ -43,3 +57,12 @@ jobs:
             cp .env.sample .env
             python ./src/fastapi_app/setup_postgres_database.py
             python ./src/fastapi_app/setup_postgres_seeddata.py
+        - name: Setup node
+          uses: actions/setup-node@v4
+          with:
+            node-version: 18
+        - name: Build frontend
+          run: |
+            cd ./src/frontend
+            npm install
+            npm run build
\ No newline at end of file
diff --git a/.github/workflows/install-pgvector.bat b/.github/workflows/install-pgvector.bat
new file mode 100644
index 00000000..56134c60
--- /dev/null
+++ b/.github/workflows/install-pgvector.bat
@@ -0,0 +1,8 @@
+set "PGROOT=C:\Program Files\PostgreSQL\14"
+cd $RUNNER_TEMP
+git clone --branch v0.6.2 https://github.com/pgvector/pgvector.git
+cd pgvector
+
+call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvars64.bat"
+nmake /NOLOGO /F Makefile.win
+nmake /NOLOGO /F Makefile.win install
\ No newline at end of file
diff --git a/.github/workflows/install-pgvector.sh b/.github/workflows/install-pgvector.sh
new file mode 100755
index 00000000..387f56b8
--- /dev/null
+++ b/.github/workflows/install-pgvector.sh
@@ -0,0 +1,5 @@
+cd /tmp
+git clone --branch v0.7.2 https://github.com/pgvector/pgvector.git
+cd pgvector
+make
+sudo make install # may need sudo
\ No newline at end of file
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 0924b724..d1c56a4b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -2,3 +2,4 @@
 ruff
 pre-commit
 pip-tools
+pip-compile-cross-platform
\ No newline at end of file
diff --git a/src/entrypoint.sh b/src/entrypoint.sh
index f3c4cea8..0a743968 100644
--- a/src/entrypoint.sh
+++ b/src/entrypoint.sh
@@ -1,3 +1,4 @@
 #!/bin/bash
 set -e
+python3 -m pip install .
 python3 -m gunicorn "fastapi_app:create_app()"
\ No newline at end of file
diff --git a/src/pyproject.toml b/src/pyproject.toml
index a4bb0de1..1d753fec 100644
--- a/src/pyproject.toml
+++ b/src/pyproject.toml
@@ -1,21 +1,19 @@
 [project]
 name = "fastapi_app"
 version = "1.0.0"
-description = "Create a relecloud demo application with fastapi and postgres-flexible"
+description = "Create a application with fastapi and postgres-flexible"
 dependencies = [
-    "fastapi",
-    "gunicorn",
-    "uvicorn[standard]",
-    "python-dotenv",
-    "environs",
-    "azure-identity",
-    "aiohttp",
-    "asyncpg",
-    "SQLAlchemy[asyncio]",
-    "pgvector",
-    "openai",
-    "tiktoken",
-    "openai-messages-token-helper"
+    "fastapi>=0.111.0,<1.0.0",
+    "python-dotenv>=1.0.1,<2.0.0",
+    "environs>=11.0.0,<12.0.0",
+    "azure-identity>=1.16.1,<2.0.0",
+    "aiohttp>=3.9.5,<4.0.0",
+    "asyncpg>=0.29.0,<1.0.0",
+    "SQLAlchemy[asyncio]>=2.0.30,<3.0.0",
+    "pgvector>=0.2.5,<0.3.0",
+    "openai>=1.34.0,<2.0.0",
+    "tiktoken>=0.7.0,<0.8.0",
+    "openai-messages-token-helper>=0.1.5,<0.2.0",
 ]
 
 [build-system]
diff --git a/src/requirements.txt b/src/requirements.txt
index 854d69d9..cf57fdaa 100644
--- a/src/requirements.txt
+++ b/src/requirements.txt
@@ -1,204 +1,2 @@
-#
-# This file is autogenerated by pip-compile with Python 3.11
-# by the following command:
-#
-#    pip-compile --output-file=requirements.txt pyproject.toml
-#
-aiohttp==3.9.5
-    # via fastapi_app (pyproject.toml)
-aiosignal==1.3.1
-    # via aiohttp
-annotated-types==0.7.0
-    # via pydantic
-anyio==4.4.0
-    # via
-    #   httpx
-    #   openai
-    #   starlette
-    #   watchfiles
-async-timeout==4.0.3
-    # via asyncpg
-asyncpg==0.29.0
-    # via fastapi_app (pyproject.toml)
-attrs==23.2.0
-    # via aiohttp
-azure-core==1.30.1
-    # via azure-identity
-azure-identity==1.16.0
-    # via fastapi_app (pyproject.toml)
-certifi==2024.2.2
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-cffi==1.16.0
-    # via cryptography
-charset-normalizer==3.3.2
-    # via requests
-click==8.1.7
-    # via
-    #   typer
-    #   uvicorn
-cryptography==42.0.7
-    # via
-    #   azure-identity
-    #   msal
-    #   pyjwt
-distro==1.9.0
-    # via openai
-dnspython==2.6.1
-    # via email-validator
-email-validator==2.1.1
-    # via fastapi
-environs==11.0.0
-    # via fastapi_app (pyproject.toml)
-fastapi==0.111.0
-    # via fastapi_app (pyproject.toml)
-fastapi-cli==0.0.4
-    # via fastapi
-frozenlist==1.4.1
-    # via
-    #   aiohttp
-    #   aiosignal
-greenlet==3.0.3
-    # via sqlalchemy
-gunicorn==22.0.0
-    # via fastapi_app (pyproject.toml)
-h11==0.14.0
-    # via
-    #   httpcore
-    #   uvicorn
-httpcore==1.0.5
-    # via httpx
-httptools==0.6.1
-    # via uvicorn
-httpx==0.27.0
-    # via
-    #   fastapi
-    #   openai
-idna==3.7
-    # via
-    #   anyio
-    #   email-validator
-    #   httpx
-    #   requests
-    #   yarl
-jinja2==3.1.4
-    # via fastapi
-markdown-it-py==3.0.0
-    # via rich
-markupsafe==2.1.5
-    # via jinja2
-marshmallow==3.21.2
-    # via environs
-mdurl==0.1.2
-    # via markdown-it-py
-msal==1.28.0
-    # via
-    #   azure-identity
-    #   msal-extensions
-msal-extensions==1.1.0
-    # via azure-identity
-multidict==6.0.5
-    # via
-    #   aiohttp
-    #   yarl
-numpy==1.26.4
-    # via pgvector
-openai==1.31.0
-    # via
-    #   fastapi_app (pyproject.toml)
-    #   openai-messages-token-helper
-openai-messages-token-helper==0.1.4
-    # via fastapi_app (pyproject.toml)
-orjson==3.10.3
-    # via fastapi
-packaging==24.0
-    # via
-    #   gunicorn
-    #   marshmallow
-    #   msal-extensions
-pgvector==0.2.5
-    # via fastapi_app (pyproject.toml)
-pillow==10.3.0
-    # via openai-messages-token-helper
-portalocker==2.8.2
-    # via msal-extensions
-pycparser==2.22
-    # via cffi
-pydantic==2.7.2
-    # via
-    #   fastapi
-    #   openai
-pydantic-core==2.18.3
-    # via pydantic
-pygments==2.18.0
-    # via rich
-pyjwt[crypto]==2.8.0
-    # via
-    #   msal
-    #   pyjwt
-python-dotenv==1.0.1
-    # via
-    #   environs
-    #   fastapi_app (pyproject.toml)
-    #   uvicorn
-python-multipart==0.0.9
-    # via fastapi
-pyyaml==6.0.1
-    # via uvicorn
-regex==2024.5.15
-    # via tiktoken
-requests==2.32.3
-    # via
-    #   azure-core
-    #   msal
-    #   tiktoken
-rich==13.7.1
-    # via typer
-shellingham==1.5.4
-    # via typer
-six==1.16.0
-    # via azure-core
-sniffio==1.3.1
-    # via
-    #   anyio
-    #   httpx
-    #   openai
-sqlalchemy[asyncio]==2.0.30
-    # via fastapi_app (pyproject.toml)
-starlette==0.37.2
-    # via fastapi
-tiktoken==0.7.0
-    # via
-    #   fastapi_app (pyproject.toml)
-    #   openai-messages-token-helper
-tqdm==4.66.4
-    # via openai
-typer==0.12.3
-    # via fastapi-cli
-typing-extensions==4.12.0
-    # via
-    #   azure-core
-    #   fastapi
-    #   openai
-    #   pydantic
-    #   pydantic-core
-    #   sqlalchemy
-    #   typer
-ujson==5.10.0
-    # via fastapi
-urllib3==2.2.1
-    # via requests
-uvicorn[standard]==0.30.0
-    # via
-    #   fastapi
-    #   fastapi_app (pyproject.toml)
-uvloop==0.19.0
-    # via uvicorn
-watchfiles==0.22.0
-    # via uvicorn
-websockets==12.0
-    # via uvicorn
-yarl==1.9.4
-    # via aiohttp
+gunicorn>=22.0.0,<23.0.0
+uvicorn>=0.30.1,<1.0.0
\ No newline at end of file