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				|  |  | +name: Run VDB Tests
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				|  |  | +
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				|  |  | +on:
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				|  |  | +  pull_request:
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				|  |  | +    branches:
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				|  |  | +      - main
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				|  |  | +    paths:
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				|  |  | +      - api/core/rag/datasource/**
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				|  |  | +      - docker/**
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				|  |  | +
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				|  |  | +concurrency:
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				|  |  | +  group: api-tests-${{ github.head_ref || github.run_id }}
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				|  |  | +  cancel-in-progress: true
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				|  |  | +
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				|  |  | +jobs:
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				|  |  | +  test:
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				|  |  | +    name: VDB Tests
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				|  |  | +    runs-on: ubuntu-latest
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				|  |  | +    strategy:
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				|  |  | +      matrix:
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				|  |  | +        python-version:
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				|  |  | +          - "3.10"
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				|  |  | +          - "3.11"
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				|  |  | +          - "3.12"
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				|  |  | +
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				|  |  | +    steps:
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				|  |  | +      - name: Checkout code
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				|  |  | +        uses: actions/checkout@v4
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				|  |  | +
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				|  |  | +      - name: Set up Python ${{ matrix.python-version }}
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				|  |  | +        uses: actions/setup-python@v5
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				|  |  | +        with:
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				|  |  | +          python-version: ${{ matrix.python-version }}
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				|  |  | +          cache-dependency-path: |
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				|  |  | +            api/pyproject.toml
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				|  |  | +            api/poetry.lock
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				|  |  | +
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				|  |  | +      - name: Install Poetry
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				|  |  | +        uses: abatilo/actions-poetry@v3
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				|  |  | +
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				|  |  | +      - name: Check Poetry lockfile
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				|  |  | +        run: |
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				|  |  | +          poetry check -C api --lock
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				|  |  | +          poetry show -C api
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				|  |  | +
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				|  |  | +      - name: Install dependencies
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				|  |  | +        run: poetry install -C api --with dev
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				|  |  | +
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				|  |  | +      - name: Set up dotenvs
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				|  |  | +        run: |
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				|  |  | +          cp docker/.env.example docker/.env
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				|  |  | +          cp docker/middleware.env.example docker/middleware.env
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				|  |  | +
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				|  |  | +      - name: Expose Service Ports
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				|  |  | +        run: sh .github/workflows/expose_service_ports.sh
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				|  |  | +
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				|  |  | +      - name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase)
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				|  |  | +        uses: hoverkraft-tech/compose-action@v2.0.0
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				|  |  | +        with:
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				|  |  | +          compose-file: |
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				|  |  | +            docker/docker-compose.yaml
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				|  |  | +          services: |
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				|  |  | +            weaviate
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				|  |  | +            qdrant
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				|  |  | +            couchbase-server
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				|  |  | +            etcd
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				|  |  | +            minio
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				|  |  | +            milvus-standalone
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				|  |  | +            pgvecto-rs
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				|  |  | +            pgvector
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				|  |  | +            chroma
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				|  |  | +            elasticsearch
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				|  |  | +
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				|  |  | +      - name: Test Vector Stores
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				|  |  | +        run: poetry run -C api bash dev/pytest/pytest_vdb.sh
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