qdrant_client package
Subpackages
- qdrant_client.conversions package
- qdrant_client.http package
- qdrant_client.local package
- Subpackages
- Submodules
- qdrant_client.local.async_qdrant_local module
- qdrant_client.local.distances module
ContextPairContextQueryDiscoveryQueryDistanceOrderRecoQuerycalculate_context_scores()calculate_discovery_ranks()calculate_discovery_scores()calculate_distance()calculate_distance_core()calculate_recommend_best_scores()calculate_recommend_sum_scores()cosine_similarity()distance_to_order()dot_product()euclidean_distance()fast_sigmoid()manhattan_distance()scaled_fast_sigmoid()
- qdrant_client.local.geo module
- qdrant_client.local.local_collection module
- qdrant_client.local.payload_filters module
calculate_payload_mask()check_condition()check_datetime_range()check_filter()check_geo_bounding_box()check_geo_polygon()check_geo_radius()check_match()check_min_should()check_must()check_must_not()check_nested_filter()check_range()check_range_interface()check_should()check_values_count()get_value_counts()
- qdrant_client.local.payload_value_extractor module
- qdrant_client.local.persistence module
- qdrant_client.local.qdrant_local module
- Module contents
- Subpackages
- qdrant_client.migrate package
- qdrant_client.models package
- qdrant_client.uploader package
Submodules
- qdrant_client.async_client_base module
AsyncQdrantBaseAsyncQdrantBase.batch_update_points()AsyncQdrantBase.clear_payload()AsyncQdrantBase.close()AsyncQdrantBase.collection_exists()AsyncQdrantBase.count()AsyncQdrantBase.create_collection()AsyncQdrantBase.create_full_snapshot()AsyncQdrantBase.create_payload_index()AsyncQdrantBase.create_shard_key()AsyncQdrantBase.create_shard_snapshot()AsyncQdrantBase.create_snapshot()AsyncQdrantBase.delete()AsyncQdrantBase.delete_collection()AsyncQdrantBase.delete_full_snapshot()AsyncQdrantBase.delete_payload()AsyncQdrantBase.delete_payload_index()AsyncQdrantBase.delete_shard_key()AsyncQdrantBase.delete_shard_snapshot()AsyncQdrantBase.delete_snapshot()AsyncQdrantBase.delete_vectors()AsyncQdrantBase.discover()AsyncQdrantBase.discover_batch()AsyncQdrantBase.facet()AsyncQdrantBase.get_aliases()AsyncQdrantBase.get_collection()AsyncQdrantBase.get_collection_aliases()AsyncQdrantBase.get_collections()AsyncQdrantBase.get_locks()AsyncQdrantBase.info()AsyncQdrantBase.list_full_snapshots()AsyncQdrantBase.list_shard_snapshots()AsyncQdrantBase.list_snapshots()AsyncQdrantBase.lock_storage()AsyncQdrantBase.migrate()AsyncQdrantBase.overwrite_payload()AsyncQdrantBase.query_batch_points()AsyncQdrantBase.query_points()AsyncQdrantBase.query_points_groups()AsyncQdrantBase.recommend()AsyncQdrantBase.recommend_batch()AsyncQdrantBase.recommend_groups()AsyncQdrantBase.recover_shard_snapshot()AsyncQdrantBase.recover_snapshot()AsyncQdrantBase.recreate_collection()AsyncQdrantBase.retrieve()AsyncQdrantBase.scroll()AsyncQdrantBase.search()AsyncQdrantBase.search_batch()AsyncQdrantBase.search_groups()AsyncQdrantBase.search_matrix_offsets()AsyncQdrantBase.search_matrix_pairs()AsyncQdrantBase.set_payload()AsyncQdrantBase.unlock_storage()AsyncQdrantBase.update_collection()AsyncQdrantBase.update_collection_aliases()AsyncQdrantBase.update_vectors()AsyncQdrantBase.upload_collection()AsyncQdrantBase.upload_points()AsyncQdrantBase.upload_records()AsyncQdrantBase.upsert()
- qdrant_client.async_qdrant_client module
AsyncQdrantClientAsyncQdrantClient.batch_update_points()AsyncQdrantClient.clear_payload()AsyncQdrantClient.close()AsyncQdrantClient.collection_exists()AsyncQdrantClient.count()AsyncQdrantClient.create_collection()AsyncQdrantClient.create_full_snapshot()AsyncQdrantClient.create_payload_index()AsyncQdrantClient.create_shard_key()AsyncQdrantClient.create_shard_snapshot()AsyncQdrantClient.create_snapshot()AsyncQdrantClient.delete()AsyncQdrantClient.delete_collection()AsyncQdrantClient.delete_full_snapshot()AsyncQdrantClient.delete_payload()AsyncQdrantClient.delete_payload_index()AsyncQdrantClient.delete_shard_key()AsyncQdrantClient.delete_shard_snapshot()AsyncQdrantClient.delete_snapshot()AsyncQdrantClient.delete_vectors()AsyncQdrantClient.discover()AsyncQdrantClient.discover_batch()AsyncQdrantClient.facet()AsyncQdrantClient.get_aliases()AsyncQdrantClient.get_collection()AsyncQdrantClient.get_collection_aliases()AsyncQdrantClient.get_collections()AsyncQdrantClient.get_locks()AsyncQdrantClient.info()AsyncQdrantClient.list_full_snapshots()AsyncQdrantClient.list_shard_snapshots()AsyncQdrantClient.list_snapshots()AsyncQdrantClient.lock_storage()AsyncQdrantClient.overwrite_payload()AsyncQdrantClient.query_batch_points()AsyncQdrantClient.query_points()AsyncQdrantClient.query_points_groups()AsyncQdrantClient.recommend()AsyncQdrantClient.recommend_batch()AsyncQdrantClient.recommend_groups()AsyncQdrantClient.recover_shard_snapshot()AsyncQdrantClient.recover_snapshot()AsyncQdrantClient.recreate_collection()AsyncQdrantClient.retrieve()AsyncQdrantClient.scroll()AsyncQdrantClient.search()AsyncQdrantClient.search_batch()AsyncQdrantClient.search_groups()AsyncQdrantClient.search_matrix_offsets()AsyncQdrantClient.search_matrix_pairs()AsyncQdrantClient.set_payload()AsyncQdrantClient.unlock_storage()AsyncQdrantClient.update_collection()AsyncQdrantClient.update_collection_aliases()AsyncQdrantClient.update_vectors()AsyncQdrantClient.upload_collection()AsyncQdrantClient.upload_points()AsyncQdrantClient.upload_records()AsyncQdrantClient.upsert()AsyncQdrantClient.grpc_collectionsAsyncQdrantClient.grpc_pointsAsyncQdrantClient.httpAsyncQdrantClient.init_optionsAsyncQdrantClient.rest
- qdrant_client.async_qdrant_fastembed module
AsyncQdrantFastembedMixinAsyncQdrantFastembedMixin.add()AsyncQdrantFastembedMixin.get_embedding_size()AsyncQdrantFastembedMixin.get_fastembed_sparse_vector_params()AsyncQdrantFastembedMixin.get_fastembed_vector_params()AsyncQdrantFastembedMixin.get_sparse_vector_field_name()AsyncQdrantFastembedMixin.get_vector_field_name()AsyncQdrantFastembedMixin.list_image_models()AsyncQdrantFastembedMixin.list_late_interaction_multimodal_models()AsyncQdrantFastembedMixin.list_late_interaction_text_models()AsyncQdrantFastembedMixin.list_sparse_models()AsyncQdrantFastembedMixin.list_text_models()AsyncQdrantFastembedMixin.query()AsyncQdrantFastembedMixin.query_batch()AsyncQdrantFastembedMixin.set_model()AsyncQdrantFastembedMixin.set_sparse_model()AsyncQdrantFastembedMixin.DEFAULT_BATCH_SIZEAsyncQdrantFastembedMixin.DEFAULT_EMBEDDING_MODELAsyncQdrantFastembedMixin.embedding_model_nameAsyncQdrantFastembedMixin.sparse_embedding_model_name
- qdrant_client.async_qdrant_remote module
AsyncQdrantRemoteAsyncQdrantRemote.batch_update_points()AsyncQdrantRemote.clear_payload()AsyncQdrantRemote.close()AsyncQdrantRemote.collection_exists()AsyncQdrantRemote.count()AsyncQdrantRemote.create_collection()AsyncQdrantRemote.create_full_snapshot()AsyncQdrantRemote.create_payload_index()AsyncQdrantRemote.create_shard_key()AsyncQdrantRemote.create_shard_snapshot()AsyncQdrantRemote.create_snapshot()AsyncQdrantRemote.delete()AsyncQdrantRemote.delete_collection()AsyncQdrantRemote.delete_full_snapshot()AsyncQdrantRemote.delete_payload()AsyncQdrantRemote.delete_payload_index()AsyncQdrantRemote.delete_shard_key()AsyncQdrantRemote.delete_shard_snapshot()AsyncQdrantRemote.delete_snapshot()AsyncQdrantRemote.delete_vectors()AsyncQdrantRemote.discover()AsyncQdrantRemote.discover_batch()AsyncQdrantRemote.facet()AsyncQdrantRemote.get_aliases()AsyncQdrantRemote.get_collection()AsyncQdrantRemote.get_collection_aliases()AsyncQdrantRemote.get_collections()AsyncQdrantRemote.get_locks()AsyncQdrantRemote.info()AsyncQdrantRemote.list_full_snapshots()AsyncQdrantRemote.list_shard_snapshots()AsyncQdrantRemote.list_snapshots()AsyncQdrantRemote.lock_storage()AsyncQdrantRemote.overwrite_payload()AsyncQdrantRemote.query_batch_points()AsyncQdrantRemote.query_points()AsyncQdrantRemote.query_points_groups()AsyncQdrantRemote.recommend()AsyncQdrantRemote.recommend_batch()AsyncQdrantRemote.recommend_groups()AsyncQdrantRemote.recover_shard_snapshot()AsyncQdrantRemote.recover_snapshot()AsyncQdrantRemote.recreate_collection()AsyncQdrantRemote.retrieve()AsyncQdrantRemote.scroll()AsyncQdrantRemote.search()AsyncQdrantRemote.search_batch()AsyncQdrantRemote.search_groups()AsyncQdrantRemote.search_matrix_offsets()AsyncQdrantRemote.search_matrix_pairs()AsyncQdrantRemote.set_payload()AsyncQdrantRemote.unlock_storage()AsyncQdrantRemote.update_collection()AsyncQdrantRemote.update_collection_aliases()AsyncQdrantRemote.update_vectors()AsyncQdrantRemote.upload_collection()AsyncQdrantRemote.upload_points()AsyncQdrantRemote.upload_records()AsyncQdrantRemote.upsert()AsyncQdrantRemote.DEFAULT_GRPC_TIMEOUTAsyncQdrantRemote.closedAsyncQdrantRemote.grpc_collectionsAsyncQdrantRemote.grpc_pointsAsyncQdrantRemote.grpc_rootAsyncQdrantRemote.grpc_snapshotsAsyncQdrantRemote.httpAsyncQdrantRemote.rest
- qdrant_client.client_base module
QdrantBaseQdrantBase.batch_update_points()QdrantBase.clear_payload()QdrantBase.close()QdrantBase.collection_exists()QdrantBase.count()QdrantBase.create_collection()QdrantBase.create_full_snapshot()QdrantBase.create_payload_index()QdrantBase.create_shard_key()QdrantBase.create_shard_snapshot()QdrantBase.create_snapshot()QdrantBase.delete()QdrantBase.delete_collection()QdrantBase.delete_full_snapshot()QdrantBase.delete_payload()QdrantBase.delete_payload_index()QdrantBase.delete_shard_key()QdrantBase.delete_shard_snapshot()QdrantBase.delete_snapshot()QdrantBase.delete_vectors()QdrantBase.discover()QdrantBase.discover_batch()QdrantBase.facet()QdrantBase.get_aliases()QdrantBase.get_collection()QdrantBase.get_collection_aliases()QdrantBase.get_collections()QdrantBase.get_locks()QdrantBase.info()QdrantBase.list_full_snapshots()QdrantBase.list_shard_snapshots()QdrantBase.list_snapshots()QdrantBase.lock_storage()QdrantBase.migrate()QdrantBase.overwrite_payload()QdrantBase.query_batch_points()QdrantBase.query_points()QdrantBase.query_points_groups()QdrantBase.recommend()QdrantBase.recommend_batch()QdrantBase.recommend_groups()QdrantBase.recover_shard_snapshot()QdrantBase.recover_snapshot()QdrantBase.recreate_collection()QdrantBase.retrieve()QdrantBase.scroll()QdrantBase.search()QdrantBase.search_batch()QdrantBase.search_groups()QdrantBase.search_matrix_offsets()QdrantBase.search_matrix_pairs()QdrantBase.set_payload()QdrantBase.unlock_storage()QdrantBase.update_collection()QdrantBase.update_collection_aliases()QdrantBase.update_vectors()QdrantBase.upload_collection()QdrantBase.upload_points()QdrantBase.upload_records()QdrantBase.upsert()
- qdrant_client.connection module
- qdrant_client.fastembed_common module
FastEmbedMiscFastEmbedMisc.import_fastembed()FastEmbedMisc.is_installed()FastEmbedMisc.is_supported_image_model()FastEmbedMisc.is_supported_late_interaction_multimodal_model()FastEmbedMisc.is_supported_late_interaction_text_model()FastEmbedMisc.is_supported_sparse_model()FastEmbedMisc.is_supported_text_model()FastEmbedMisc.list_image_models()FastEmbedMisc.list_late_interaction_multimodal_models()FastEmbedMisc.list_late_interaction_text_models()FastEmbedMisc.list_sparse_models()FastEmbedMisc.list_text_models()FastEmbedMisc.IS_INSTALLED
QueryResponse
- qdrant_client.parallel_processor module
- qdrant_client.qdrant_client module
QdrantClientQdrantClient.batch_update_points()QdrantClient.clear_payload()QdrantClient.close()QdrantClient.collection_exists()QdrantClient.count()QdrantClient.create_collection()QdrantClient.create_full_snapshot()QdrantClient.create_payload_index()QdrantClient.create_shard_key()QdrantClient.create_shard_snapshot()QdrantClient.create_snapshot()QdrantClient.delete()QdrantClient.delete_collection()QdrantClient.delete_full_snapshot()QdrantClient.delete_payload()QdrantClient.delete_payload_index()QdrantClient.delete_shard_key()QdrantClient.delete_shard_snapshot()QdrantClient.delete_snapshot()QdrantClient.delete_vectors()QdrantClient.discover()QdrantClient.discover_batch()QdrantClient.facet()QdrantClient.get_aliases()QdrantClient.get_collection()QdrantClient.get_collection_aliases()QdrantClient.get_collections()QdrantClient.get_locks()QdrantClient.info()QdrantClient.list_full_snapshots()QdrantClient.list_shard_snapshots()QdrantClient.list_snapshots()QdrantClient.lock_storage()QdrantClient.migrate()QdrantClient.overwrite_payload()QdrantClient.query_batch_points()QdrantClient.query_points()QdrantClient.query_points_groups()QdrantClient.recommend()QdrantClient.recommend_batch()QdrantClient.recommend_groups()QdrantClient.recover_shard_snapshot()QdrantClient.recover_snapshot()QdrantClient.recreate_collection()QdrantClient.retrieve()QdrantClient.scroll()QdrantClient.search()QdrantClient.search_batch()QdrantClient.search_groups()QdrantClient.search_matrix_offsets()QdrantClient.search_matrix_pairs()QdrantClient.set_payload()QdrantClient.unlock_storage()QdrantClient.update_collection()QdrantClient.update_collection_aliases()QdrantClient.update_vectors()QdrantClient.upload_collection()QdrantClient.upload_points()QdrantClient.upload_records()QdrantClient.upsert()QdrantClient.grpc_collectionsQdrantClient.grpc_pointsQdrantClient.httpQdrantClient.init_optionsQdrantClient.rest
- qdrant_client.qdrant_fastembed module
QdrantFastembedMixinQdrantFastembedMixin.add()QdrantFastembedMixin.get_embedding_size()QdrantFastembedMixin.get_fastembed_sparse_vector_params()QdrantFastembedMixin.get_fastembed_vector_params()QdrantFastembedMixin.get_sparse_vector_field_name()QdrantFastembedMixin.get_vector_field_name()QdrantFastembedMixin.list_image_models()QdrantFastembedMixin.list_late_interaction_multimodal_models()QdrantFastembedMixin.list_late_interaction_text_models()QdrantFastembedMixin.list_sparse_models()QdrantFastembedMixin.list_text_models()QdrantFastembedMixin.query()QdrantFastembedMixin.query_batch()QdrantFastembedMixin.set_model()QdrantFastembedMixin.set_sparse_model()QdrantFastembedMixin.DEFAULT_BATCH_SIZEQdrantFastembedMixin.DEFAULT_EMBEDDING_MODELQdrantFastembedMixin.embedding_model_nameQdrantFastembedMixin.sparse_embedding_model_name
- qdrant_client.qdrant_remote module
QdrantRemoteQdrantRemote.batch_update_points()QdrantRemote.clear_payload()QdrantRemote.close()QdrantRemote.collection_exists()QdrantRemote.count()QdrantRemote.create_collection()QdrantRemote.create_full_snapshot()QdrantRemote.create_payload_index()QdrantRemote.create_shard_key()QdrantRemote.create_shard_snapshot()QdrantRemote.create_snapshot()QdrantRemote.delete()QdrantRemote.delete_collection()QdrantRemote.delete_full_snapshot()QdrantRemote.delete_payload()QdrantRemote.delete_payload_index()QdrantRemote.delete_shard_key()QdrantRemote.delete_shard_snapshot()QdrantRemote.delete_snapshot()QdrantRemote.delete_vectors()QdrantRemote.discover()QdrantRemote.discover_batch()QdrantRemote.facet()QdrantRemote.get_aliases()QdrantRemote.get_collection()QdrantRemote.get_collection_aliases()QdrantRemote.get_collections()QdrantRemote.get_locks()QdrantRemote.info()QdrantRemote.list_full_snapshots()QdrantRemote.list_shard_snapshots()QdrantRemote.list_snapshots()QdrantRemote.lock_storage()QdrantRemote.overwrite_payload()QdrantRemote.query_batch_points()QdrantRemote.query_points()QdrantRemote.query_points_groups()QdrantRemote.recommend()QdrantRemote.recommend_batch()QdrantRemote.recommend_groups()QdrantRemote.recover_shard_snapshot()QdrantRemote.recover_snapshot()QdrantRemote.recreate_collection()QdrantRemote.retrieve()QdrantRemote.scroll()QdrantRemote.search()QdrantRemote.search_batch()QdrantRemote.search_groups()QdrantRemote.search_matrix_offsets()QdrantRemote.search_matrix_pairs()QdrantRemote.set_payload()QdrantRemote.unlock_storage()QdrantRemote.update_collection()QdrantRemote.update_collection_aliases()QdrantRemote.update_vectors()QdrantRemote.upload_collection()QdrantRemote.upload_points()QdrantRemote.upload_records()QdrantRemote.upsert()QdrantRemote.DEFAULT_GRPC_TIMEOUTQdrantRemote.closedQdrantRemote.grpc_collectionsQdrantRemote.grpc_pointsQdrantRemote.grpc_rootQdrantRemote.grpc_snapshotsQdrantRemote.httpQdrantRemote.rest