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name: Reusable Vector DB Tests
on:
workflow_call:
inputs:
databases:
required: false
type: string
default: "all"
description: "Which vector databases to test (comma-separated list or 'all')"
ci-image:
required: false
type: string
default: ''
secrets:
POSTGRES_PASSWORD:
required: false
env:
COGNEE_SKIP_CONNECTION_TEST: 'true'
jobs:
run-postgres-tests:
name: PostgreSQL Tests
runs-on: ubuntu-22.04
container: ${{ inputs.ci-image != '' && fromJSON(format('{{"image":"{0}","credentials":{{"username":"{1}","password":"{2}"}}}}', inputs.ci-image, github.actor, github.token)) || null }}
if: ${{ inputs.databases == 'all' || contains(inputs.databases, 'postgres') }}
services:
postgres:
image: ghcr.io/topoteretes/pgvector:pg17
credentials:
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
env:
POSTGRES_USER: cognee
POSTGRES_PASSWORD: ${{ secrets.POSTGRES_PASSWORD }}
POSTGRES_DB: cognee_db
options: >-
--health-cmd pg_isready
--health-interval 10s
--health-timeout 5s
--health-retries 5
ports:
- 5432:5432
steps:
- name: Check out
uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
with:
fetch-depth: 0
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: ${{ inputs.python-version }}
extra-dependencies: "postgres"
- name: Run PGVector Tests
env:
ENV: 'dev'
ENABLE_BACKEND_ACCESS_CONTROL: 'false'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_ARGS: ${{ secrets.LLM_ARGS }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_DIMENSIONS: 300
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
DB_HOST: ${{ inputs.ci-image != '' && 'postgres' || '127.0.0.1' }}
run: uv run python ./cognee/tests/test_pgvector.py
run-pgvector-multi-user-tests:
name: PGVector Multi-User Tests
runs-on: ubuntu-22.04
container: ${{ inputs.ci-image != '' && fromJSON(format('{{"image":"{0}","credentials":{{"username":"{1}","password":"{2}"}}}}', inputs.ci-image, github.actor, github.token)) || null }}
if: ${{ inputs.databases == 'all' || contains(inputs.databases, 'postgres') }}
services:
postgres:
image: ghcr.io/topoteretes/pgvector:pg17
credentials:
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
env:
POSTGRES_USER: cognee
POSTGRES_PASSWORD: ${{ secrets.POSTGRES_PASSWORD }}
POSTGRES_DB: cognee_db
options: >-
--health-cmd pg_isready
--health-interval 10s
--health-timeout 5s
--health-retries 5
ports:
- 5432:5432
steps:
- name: Check out
uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
with:
fetch-depth: 0
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: ${{ inputs.python-version }}
extra-dependencies: "postgres"
- name: Run PGVector Permissions Tests
env:
ENV: 'dev'
ENABLE_BACKEND_ACCESS_CONTROL: 'true'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_ARGS: ${{ secrets.LLM_ARGS }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
VECTOR_DB_HOST: ${{ inputs.ci-image != '' && 'postgres' || '127.0.0.1' }}
VECTOR_DB_PORT: 5432
VECTOR_DB_USERNAME: cognee
VECTOR_DB_PASSWORD: ${{ secrets.POSTGRES_PASSWORD }}
VECTOR_DATASET_DATABASE_HANDLER: pgvector
run: uv run python ./cognee/tests/test_permissions.py
run-lancedb-tests:
name: LanceDB Tests
runs-on: ubuntu-22.04
container: ${{ inputs.ci-image != '' && fromJSON(format('{{"image":"{0}","credentials":{{"username":"{1}","password":"{2}"}}}}', inputs.ci-image, github.actor, github.token)) || null }}
steps:
- name: Check out
uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
with:
fetch-depth: 0
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: ${{ inputs.python-version }}
- name: Run LanceDB Tests
env:
ENV: 'dev'
# Cap cached DB adapters
DATABASE_MAX_LRU_CACHE_SIZE: 1
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_ARGS: ${{ secrets.LLM_ARGS }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_DIMENSIONS: 300
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
run: uv run python ./cognee/tests/test_lancedb.py
run-turso-tests:
name: Turso Tests
runs-on: ubuntu-22.04
container: ${{ inputs.ci-image != '' && fromJSON(format('{{"image":"{0}","credentials":{{"username":"{1}","password":"{2}"}}}}', inputs.ci-image, github.actor, github.token)) || null }}
if: ${{ inputs.databases == 'all' || contains(inputs.databases, 'turso') }}
steps:
- name: Check out
uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
with:
fetch-depth: 0
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: ${{ inputs.python-version }}
extra-dependencies: "turso"
# Adapter behavior against a real embedded libSQL DB (no LLM needed).
- name: Run Turso adapter unit tests
env:
ENV: 'dev'
run: uv run pytest cognee/tests/unit/infrastructure/databases/vector/test_turso_adapter.py -v
# Full search-type e2e suite, run against Turso via VECTOR_DB_PROVIDER.
- name: Run Turso search tests
env:
ENV: 'dev'
DATABASE_MAX_LRU_CACHE_SIZE: 1
VECTOR_DB_PROVIDER: turso
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_ARGS: ${{ secrets.LLM_ARGS }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_DIMENSIONS: 300
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
run: uv run pytest cognee/tests/test_search_db.py -v --log-level=INFO
run-turso-multi-user-tests:
name: Turso Multi-User Tests
runs-on: ubuntu-22.04
container: ${{ inputs.ci-image != '' && fromJSON(format('{{"image":"{0}","credentials":{{"username":"{1}","password":"{2}"}}}}', inputs.ci-image, github.actor, github.token)) || null }}
if: ${{ inputs.databases == 'all' || contains(inputs.databases, 'turso') }}
steps:
- name: Check out
uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
with:
fetch-depth: 0
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: ${{ inputs.python-version }}
extra-dependencies: "turso"
# Per-dataset libSQL files isolate users; proves the dataset handler +
# permission system work with Turso under backend access control.
- name: Run Turso permissions tests
env:
ENV: 'dev'
ENABLE_BACKEND_ACCESS_CONTROL: 'true'
VECTOR_DB_PROVIDER: turso
VECTOR_DATASET_DATABASE_HANDLER: turso
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_ARGS: ${{ secrets.LLM_ARGS }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_DIMENSIONS: 300
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
run: uv run pytest cognee/tests/test_permissions.py -v --log-level=INFO