Co-authored-by: -LAN- <laipz8200@outlook.com>
This commit is contained in:
@@ -12,30 +12,29 @@ def test_validate_credentials_for_chat_model():
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with pytest.raises(CredentialsValidateFailedError):
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model.validate_credentials(
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model='bge-reranker-v2-m3',
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model="bge-reranker-v2-m3",
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credentials={
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'server_url': 'hahahaha',
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'completion_type': 'completion',
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}
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"server_url": "hahahaha",
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"completion_type": "completion",
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},
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)
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model.validate_credentials(
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model='bge-reranker-base',
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model="bge-reranker-base",
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credentials={
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'server_url': os.environ.get('LOCALAI_SERVER_URL'),
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'completion_type': 'completion',
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}
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"server_url": os.environ.get("LOCALAI_SERVER_URL"),
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"completion_type": "completion",
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},
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)
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def test_invoke_rerank_model():
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model = LocalaiRerankModel()
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response = model.invoke(
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model='bge-reranker-base',
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credentials={
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'server_url': os.environ.get('LOCALAI_SERVER_URL')
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},
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query='Organic skincare products for sensitive skin',
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model="bge-reranker-base",
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credentials={"server_url": os.environ.get("LOCALAI_SERVER_URL")},
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query="Organic skincare products for sensitive skin",
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docs=[
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"Eco-friendly kitchenware for modern homes",
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"Biodegradable cleaning supplies for eco-conscious consumers",
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@@ -45,43 +44,38 @@ def test_invoke_rerank_model():
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"Sustainable gardening tools and compost solutions",
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"Sensitive skin-friendly facial cleansers and toners",
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"Organic food wraps and storage solutions",
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"Yoga mats made from recycled materials"
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"Yoga mats made from recycled materials",
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],
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top_n=3,
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score_threshold=0.75,
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user="abc-123"
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user="abc-123",
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)
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assert isinstance(response, RerankResult)
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assert len(response.docs) == 3
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def test__invoke():
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model = LocalaiRerankModel()
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# Test case 1: Empty docs
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result = model._invoke(
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model='bge-reranker-base',
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credentials={
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'server_url': 'https://example.com',
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'api_key': '1234567890'
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},
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query='Organic skincare products for sensitive skin',
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model="bge-reranker-base",
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credentials={"server_url": "https://example.com", "api_key": "1234567890"},
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query="Organic skincare products for sensitive skin",
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docs=[],
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top_n=3,
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score_threshold=0.75,
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user="abc-123"
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user="abc-123",
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)
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assert isinstance(result, RerankResult)
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assert len(result.docs) == 0
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# Test case 2: Valid invocation
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result = model._invoke(
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model='bge-reranker-base',
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credentials={
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'server_url': 'https://example.com',
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'api_key': '1234567890'
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},
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query='Organic skincare products for sensitive skin',
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model="bge-reranker-base",
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credentials={"server_url": "https://example.com", "api_key": "1234567890"},
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query="Organic skincare products for sensitive skin",
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docs=[
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"Eco-friendly kitchenware for modern homes",
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"Biodegradable cleaning supplies for eco-conscious consumers",
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@@ -91,12 +85,12 @@ def test__invoke():
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"Sustainable gardening tools and compost solutions",
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"Sensitive skin-friendly facial cleansers and toners",
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"Organic food wraps and storage solutions",
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"Yoga mats made from recycled materials"
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"Yoga mats made from recycled materials",
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],
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top_n=3,
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score_threshold=0.75,
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user="abc-123"
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user="abc-123",
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)
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assert isinstance(result, RerankResult)
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assert len(result.docs) == 3
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assert all(isinstance(doc, RerankDocument) for doc in result.docs)
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assert all(isinstance(doc, RerankDocument) for doc in result.docs)
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