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feat: Add openAI compatible APIs to Qdrant (#2465)
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# What does this PR do? Adds support to Vector store Open AI APIs in Qdrant. <!-- If resolving an issue, uncomment and update the line below --> Closes #2463 ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> Signed-off-by: Varsha Prasad Narsing <varshaprasad96@gmail.com> Co-authored-by: ehhuang <ehhuang@users.noreply.github.com> Co-authored-by: Francisco Arceo <arceofrancisco@gmail.com>
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13 changed files with 205 additions and 120 deletions
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@ -29,6 +29,8 @@ def skip_if_provider_doesnt_support_openai_vector_stores(client_with_models):
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"inline::chromadb",
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"remote::pgvector",
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"remote::chromadb",
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"remote::qdrant",
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"inline::qdrant",
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"remote::weaviate",
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]:
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return
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@ -125,6 +125,8 @@ def test_insert_chunks(client_with_empty_registry, embedding_model_id, embedding
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def test_insert_chunks_with_precomputed_embeddings(client_with_empty_registry, embedding_model_id, embedding_dimension):
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vector_io_provider_params_dict = {
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"inline::milvus": {"score_threshold": -1.0},
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"remote::qdrant": {"score_threshold": -1.0},
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"inline::qdrant": {"score_threshold": -1.0},
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}
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vector_db_id = "test_precomputed_embeddings_db"
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client_with_empty_registry.vector_dbs.register(
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@ -168,6 +170,8 @@ def test_query_returns_valid_object_when_identical_to_embedding_in_vdb(
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):
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vector_io_provider_params_dict = {
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"inline::milvus": {"score_threshold": 0.0},
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"remote::qdrant": {"score_threshold": 0.0},
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"inline::qdrant": {"score_threshold": 0.0},
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}
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vector_db_id = "test_precomputed_embeddings_db"
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client_with_empty_registry.vector_dbs.register(
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