qdrant_client package

Subpackages

• qdrant_client.conversions package
  • Submodules
    • qdrant_client.conversions.common_types module
      • get_args_subscribed()
      • remap_type()
    • qdrant_client.conversions.conversion module
      • GrpcToRest
      • RestToGrpc
      • grpc_field_type_to_payload_schema()
      • grpc_payload_schema_to_field_type()
      • grpc_to_payload()
      • has_field()
      • json_to_value()
      • payload_to_grpc()
      • value_to_json()
  • Module contents
• qdrant_client.http package
  • Subpackages
    • qdrant_client.http.api package
      • Submodules
      • Module contents
    • qdrant_client.http.models package
      • Submodules
      • Module contents
  • Submodules
    • qdrant_client.http.api_client module
      • ApiClient
      • AsyncApiClient
      • AsyncApis
      • BaseAsyncMiddleware
      • BaseMiddleware
      • SyncApis
      • parse_as_type()
    • qdrant_client.http.configuration module
    • qdrant_client.http.exceptions module
      • ApiException
      • ResponseHandlingException
      • UnexpectedResponse
  • Module contents
• qdrant_client.local package
  • Subpackages
  • Submodules
    • qdrant_client.local.async_qdrant_local module
      • AsyncQdrantLocal
    • qdrant_client.local.distances module
      • ContextPair
      • ContextQuery
      • DiscoveryQuery
      • DistanceOrder
      • RecoQuery
      • calculate_context_scores()
      • calculate_discovery_ranks()
      • calculate_discovery_scores()
      • calculate_distance()
      • calculate_distance_core()
      • calculate_recommend_best_scores()
      • cosine_similarity()
      • distance_to_order()
      • dot_product()
      • euclidean_distance()
      • fast_sigmoid()
      • manhattan_distance()
      • scaled_fast_sigmoid()
    • qdrant_client.local.geo module
      • boolean_point_in_polygon()
      • geo_distance()
      • in_ring()
      • test_geo_distance()
    • qdrant_client.local.local_collection module
      • LocalCollection
      • ignore_mentioned_ids_filter()
      • record_to_scored_point()
      • set_prefetch_limit_recursively()
      • to_jsonable_python()
    • 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
      • parse_uuid()
      • value_by_key()
    • qdrant_client.local.persistence module
      • CollectionPersistence
      • test_persistence()
      • try_migrate_to_sqlite()
    • qdrant_client.local.qdrant_local module
      • QdrantLocal
  • Module contents
• qdrant_client.migrate package
  • Submodules
    • qdrant_client.migrate.migrate module
      • migrate()
      • upload_with_retry()
  • Module contents
• qdrant_client.models package
  • Module contents
• qdrant_client.uploader package
  • Submodules
    • qdrant_client.uploader.rest_uploader module
      • RestBatchUploader
      • upload_batch()
    • qdrant_client.uploader.uploader module
      • BaseUploader
      • iter_batch()
  • Module contents

Submodules

• qdrant_client.async_client_base module
  • AsyncQdrantBase
    • AsyncQdrantBase.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
  • AsyncQdrantClient
    • AsyncQdrantClient.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_collections
    • AsyncQdrantClient.grpc_points
    • AsyncQdrantClient.http
    • AsyncQdrantClient.init_options
    • AsyncQdrantClient.rest
• qdrant_client.async_qdrant_fastembed module
  • AsyncQdrantFastembedMixin
    • AsyncQdrantFastembedMixin.add()
    • AsyncQdrantFastembedMixin.get_fastembed_sparse_vector_params()
    • AsyncQdrantFastembedMixin.get_fastembed_vector_params()
    • AsyncQdrantFastembedMixin.get_sparse_vector_field_name()
    • AsyncQdrantFastembedMixin.get_vector_field_name()
    • AsyncQdrantFastembedMixin.query()
    • AsyncQdrantFastembedMixin.query_batch()
    • AsyncQdrantFastembedMixin.set_model()
    • AsyncQdrantFastembedMixin.set_sparse_model()
    • AsyncQdrantFastembedMixin.DEFAULT_EMBEDDING_MODEL
    • AsyncQdrantFastembedMixin.embedding_model_name
    • AsyncQdrantFastembedMixin.embedding_models
    • AsyncQdrantFastembedMixin.image_embedding_models
    • AsyncQdrantFastembedMixin.late_interaction_embedding_models
    • AsyncQdrantFastembedMixin.sparse_embedding_model_name
    • AsyncQdrantFastembedMixin.sparse_embedding_models
• qdrant_client.async_qdrant_remote module
  • AsyncQdrantRemote
    • AsyncQdrantRemote.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_TIMEOUT
    • AsyncQdrantRemote.closed
    • AsyncQdrantRemote.grpc_collections
    • AsyncQdrantRemote.grpc_points
    • AsyncQdrantRemote.grpc_root
    • AsyncQdrantRemote.grpc_snapshots
    • AsyncQdrantRemote.http
    • AsyncQdrantRemote.rest
• qdrant_client.client_base module
  • QdrantBase
    • QdrantBase.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
  • create_generic_async_client_interceptor()
  • create_generic_client_interceptor()
  • get_async_channel()
  • get_channel()
  • header_adder_async_interceptor()
  • header_adder_interceptor()
  • parse_channel_options()
• qdrant_client.fastembed_common module
  • QueryResponse
    • QueryResponse.document
    • QueryResponse.embedding
    • QueryResponse.id
    • QueryResponse.metadata
    • QueryResponse.model_config
    • QueryResponse.score
    • QueryResponse.sparse_embedding
• qdrant_client.parallel_processor module
  • ParallelWorkerPool
    • ParallelWorkerPool.join()
    • ParallelWorkerPool.join_or_terminate()
    • ParallelWorkerPool.start()
    • ParallelWorkerPool.unordered_map()
  • QueueSignals
    • QueueSignals.confirm
    • QueueSignals.error
    • QueueSignals.stop
  • Worker
    • Worker.process()
    • Worker.start()
• qdrant_client.qdrant_client module
  • QdrantClient
    • QdrantClient.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_collections
    • QdrantClient.grpc_points
    • QdrantClient.http
    • QdrantClient.init_options
    • QdrantClient.rest
• qdrant_client.qdrant_fastembed module
  • QdrantFastembedMixin
    • QdrantFastembedMixin.add()
    • QdrantFastembedMixin.get_fastembed_sparse_vector_params()
    • QdrantFastembedMixin.get_fastembed_vector_params()
    • QdrantFastembedMixin.get_sparse_vector_field_name()
    • QdrantFastembedMixin.get_vector_field_name()
    • QdrantFastembedMixin.query()
    • QdrantFastembedMixin.query_batch()
    • QdrantFastembedMixin.set_model()
    • QdrantFastembedMixin.set_sparse_model()
    • QdrantFastembedMixin.DEFAULT_EMBEDDING_MODEL
    • QdrantFastembedMixin.embedding_model_name
    • QdrantFastembedMixin.embedding_models
    • QdrantFastembedMixin.image_embedding_models
    • QdrantFastembedMixin.late_interaction_embedding_models
    • QdrantFastembedMixin.sparse_embedding_model_name
    • QdrantFastembedMixin.sparse_embedding_models
• qdrant_client.qdrant_remote module
  • QdrantRemote
    • QdrantRemote.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_TIMEOUT
    • QdrantRemote.closed
    • QdrantRemote.grpc_collections
    • QdrantRemote.grpc_points
    • QdrantRemote.grpc_root
    • QdrantRemote.grpc_snapshots
    • QdrantRemote.http
    • QdrantRemote.rest

Module contents