fix(retrieval_service): avoid to use exception #346

	name: Run VDB Tests

	on:
	pull_request:
	branches:
	- main
	paths:
	- api/core/rag/datasource/**
	- docker/**
	- .github/workflows/vdb-tests.yml
	- api/poetry.lock
	- api/pyproject.toml

	concurrency:
	group: vdb-tests-${{ github.head_ref \|\| github.run_id }}
	cancel-in-progress: true

	jobs:
	test:
	name: VDB Tests
	runs-on: ubuntu-latest
	strategy:
	matrix:
	python-version:
	- "3.11"
	- "3.12"

	steps:
	- name: Checkout code
	uses: actions/checkout@v4

	- name: Setup Poetry and Python ${{ matrix.python-version }}
	uses: ./.github/actions/setup-poetry
	with:
	python-version: ${{ matrix.python-version }}
	poetry-lockfile: api/poetry.lock

	- name: Check Poetry lockfile
	run: \|
	poetry check -C api --lock
	poetry show -C api

	- name: Install dependencies
	run: poetry install -C api --with dev

	- name: Set up dotenvs
	run: \|
	cp docker/.env.example docker/.env
	cp docker/middleware.env.example docker/middleware.env

	- name: Expose Service Ports
	run: sh .github/workflows/expose_service_ports.sh

	- name: Set up Vector Stores (TiDB, Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase)
	uses: hoverkraft-tech/[email protected]
	with:
	compose-file: \|
	docker/docker-compose.yaml
	services: \|
	weaviate
	qdrant
	couchbase-server
	etcd
	minio
	milvus-standalone
	pgvecto-rs
	pgvector
	chroma
	elasticsearch
	tidb

	- name: Test Vector Stores
	run: poetry run -C api bash dev/pytest/pytest_vdb.sh

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