cognee/.github/workflows/e2e_tests.yml
Igor Ilic ede884e0b0
feat: make pipeline processing cache optional (#1876)
<!-- .github/pull_request_template.md -->

## Description
Make the pipeline cache mechanism optional, have it turned off by
default but use it for add and cognify like it has been used until now

## Type of Change
<!-- Please check the relevant option -->
- [ ] Bug fix (non-breaking change that fixes an issue)
- [x] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Code refactoring
- [ ] Performance improvement
- [ ] Other (please specify):

## Pre-submission Checklist
<!-- Please check all boxes that apply before submitting your PR -->
- [x] **I have tested my changes thoroughly before submitting this PR**
- [x] **This PR contains minimal changes necessary to address the
issue/feature**
- [x] My code follows the project's coding standards and style
guidelines
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] I have added necessary documentation (if applicable)
- [x] All new and existing tests pass
- [ x I have searched existing PRs to ensure this change hasn't been
submitted already
- [x] I have linked any relevant issues in the description
- [x] My commits have clear and descriptive messages

## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **New Features**
* Introduced pipeline caching across ingestion, processing, and custom
pipeline flows with per-run controls to enable or disable caching.
  * Added an option for incremental loading in custom pipeline runs.

* **Behavior Changes**
* One pipeline path now explicitly bypasses caching by default to always
re-run when invoked.
* Disabling cache forces re-processing instead of early exit; cache
reset still enables re-execution.

* **Tests**
* Added tests validating caching, non-caching, and cache-reset
re-execution behavior.

* **Chores**
  * Added CI job to run pipeline caching tests.

<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
2025-12-12 13:11:31 +01:00

611 lines
20 KiB
YAML

name: Reusable Integration Tests
permissions:
contents: read
on:
workflow_call:
inputs:
python-version:
required: false
type: string
default: '3.11.x'
secrets:
LLM_MODEL:
required: true
LLM_ENDPOINT:
required: true
LLM_API_KEY:
required: true
LLM_API_VERSION:
required: true
EMBEDDING_MODEL:
required: true
EMBEDDING_ENDPOINT:
required: true
EMBEDDING_API_KEY:
required: true
EMBEDDING_API_VERSION:
required: true
OPENAI_API_KEY:
required: true
AWS_ACCESS_KEY_ID:
required: true
AWS_SECRET_ACCESS_KEY:
required: true
jobs:
run-server-start-test:
name: Server Start Test
runs-on: ubuntu-22.04
steps:
- name: Check out
uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Run Server Tests
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_cognee_server_start.py
run-telemetry-test:
name: Run Telemetry Test
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Run Telemetry Tests
env:
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_telemetry.py
run-telemetry-pipeline-test:
name: Run Telemetry Pipeline Test
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Add telemetry identifier
run: |
echo "test-machine" > .anon_id
- name: Run default basic pipeline with telemetry on
env:
ENV: 'local'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_library.py
run-deduplication-test:
name: Deduplication Test
runs-on: ubuntu-latest
defaults:
run:
shell: bash
services:
postgres:
image: pgvector/pgvector:pg17
env:
POSTGRES_USER: cognee
POSTGRES_PASSWORD: cognee
POSTGRES_DB: cognee_db
options: >-
--health-cmd pg_isready
--health-interval 10s
--health-timeout 5s
--health-retries 5
ports:
- 5432:5432
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
extra-dependencies: "postgres"
- name: Run Deduplication Example
env:
ENV: 'dev'
ENABLE_BACKEND_ACCESS_CONTROL: 'false'
LLM_API_KEY: ${{ secrets.OPENAI_API_KEY }} # Test needs OpenAI endpoint to handle multimedia
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_deduplication.py
run-s3-bucket-test:
name: S3 Bucket Test
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
extra-dependencies: "aws"
- name: Run S3 Bucket Test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
run: uv run python ./cognee/tests/test_s3.py
test-parallel-databases:
name: Test using different async databases in parallel in Cognee
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Dependencies already installed
run: echo "Dependencies already installed in setup"
- name: Run parallel databases test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_parallel_databases.py
test-dataset-database-handler:
name: Test dataset database handlers in Cognee
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Run dataset databases handler test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_dataset_database_handler.py
test-permissions:
name: Test permissions with different situations in Cognee
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Dependencies already installed
run: echo "Dependencies already installed in setup"
- name: Run permissions test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_permissions.py
test-multi-tenancy:
name: Test multi tenancy with different situations in Cognee
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Run multi tenancy test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_multi_tenancy.py
test-graph-edges:
name: Test graph edge ingestion
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Dependencies already installed
run: echo "Dependencies already installed in setup"
- name: Run graph edges test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_edge_ingestion.py
run_concurrent_subprocess_access_test:
name: Concurrent Subprocess access test
runs-on: ubuntu-latest
defaults:
run:
shell: bash
services:
postgres:
image: pgvector/pgvector:pg17
env:
POSTGRES_USER: cognee
POSTGRES_PASSWORD: cognee
POSTGRES_DB: cognee_db
options: >-
--health-cmd pg_isready
--health-interval 10s
--health-timeout 5s
--health-retries 5
ports:
- 5432:5432
redis:
image: redis:7
ports:
- 6379:6379
options: >-
--health-cmd "redis-cli ping"
--health-interval 5s
--health-timeout 3s
--health-retries 5
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
extra-dependencies: "postgres redis"
- name: Run Concurrent subprocess access test (Kuzu/Lancedb/Postgres/Redis)
env:
ENV: dev
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
GRAPH_DATABASE_PROVIDER: 'kuzu'
CACHING: true
CACHE_BACKEND: 'redis'
SHARED_KUZU_LOCK: true
DB_PROVIDER: 'postgres'
DB_NAME: 'cognee_db'
DB_HOST: '127.0.0.1'
DB_PORT: 5432
DB_USERNAME: cognee
DB_PASSWORD: cognee
run: uv run python ./cognee/tests/test_concurrent_subprocess_access.py
test-entity-extraction:
name: Test Entity Extraction
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Dependencies already installed
run: echo "Dependencies already installed in setup"
- name: Run Entity Extraction Test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/tasks/entity_extraction/entity_extraction_test.py
test-feedback-enrichment:
name: Test Feedback Enrichment
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Dependencies already installed
run: echo "Dependencies already installed in setup"
- name: Run Feedback Enrichment Test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_feedback_enrichment.py
test-edge-centered-payload:
name: Test Cognify - Edge Centered Payload
runs-on: ubuntu-22.04
steps:
- name: Check out repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Dependencies already installed
run: echo "Dependencies already installed in setup"
- name: Run Edge Centered Payload Test
env:
ENV: 'dev'
TRIPLET_EMBEDDING: True
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_edge_centered_payload.py
run_conversation_sessions_test_redis:
name: Conversation sessions test (Redis)
runs-on: ubuntu-latest
defaults:
run:
shell: bash
services:
postgres:
image: pgvector/pgvector:pg17
env:
POSTGRES_USER: cognee
POSTGRES_PASSWORD: cognee
POSTGRES_DB: cognee_db
options: >-
--health-cmd pg_isready
--health-interval 10s
--health-timeout 5s
--health-retries 5
ports:
- 5432:5432
redis:
image: redis:7
ports:
- 6379:6379
options: >-
--health-cmd "redis-cli ping"
--health-interval 5s
--health-timeout 3s
--health-retries 5
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
extra-dependencies: "postgres redis"
- name: Run Conversation session tests (Redis)
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
GRAPH_DATABASE_PROVIDER: 'kuzu'
CACHING: true
CACHE_BACKEND: 'redis'
DB_PROVIDER: 'postgres'
DB_NAME: 'cognee_db'
DB_HOST: '127.0.0.1'
DB_PORT: 5432
DB_USERNAME: cognee
DB_PASSWORD: cognee
run: uv run python ./cognee/tests/test_conversation_history.py
run_conversation_sessions_test_fs:
name: Conversation sessions test (FS)
runs-on: ubuntu-latest
defaults:
run:
shell: bash
services:
postgres:
image: pgvector/pgvector:pg17
env:
POSTGRES_USER: cognee
POSTGRES_PASSWORD: cognee
POSTGRES_DB: cognee_db
options: >-
--health-cmd pg_isready
--health-interval 10s
--health-timeout 5s
--health-retries 5
ports:
- 5432:5432
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
extra-dependencies: "postgres"
- name: Run Conversation session tests (FS)
env:
ENV: dev
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
GRAPH_DATABASE_PROVIDER: 'kuzu'
CACHING: true
CACHE_BACKEND: 'fs'
DB_PROVIDER: 'postgres'
DB_NAME: 'cognee_db'
DB_HOST: '127.0.0.1'
DB_PORT: 5432
DB_USERNAME: cognee
DB_PASSWORD: cognee
run: uv run python ./cognee/tests/test_conversation_history.py
run-pipeline-cache-test:
name: Test Pipeline Caching
runs-on: ubuntu-22.04
steps:
- name: Check out
uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Cognee Setup
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
- name: Run Pipeline Cache Test
env:
ENV: 'dev'
LLM_MODEL: ${{ secrets.LLM_MODEL }}
LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
run: uv run python ./cognee/tests/test_pipeline_cache.py