xtrace_sdk package

Subpackages

• xtrace_sdk.connectors package
  • Submodules
  • xtrace_sdk.connectors.base module
    • ConnectorBase
      • ConnectorBase.connect()
      • ConnectorBase.load_data()
  • Module contents
• xtrace_sdk.crypto package
  • Subpackages
    • xtrace_sdk.crypto.commitment package
      • Submodules
      • xtrace_sdk.crypto.commitment.merkle module
      • Module contents
    • xtrace_sdk.crypto.encryption package
      • Submodules
      • xtrace_sdk.crypto.encryption.aes module
      • xtrace_sdk.crypto.encryption.damgard_jurik module
      • xtrace_sdk.crypto.encryption.goldwasser_micali module
      • xtrace_sdk.crypto.encryption.homomorphic_base module
      • xtrace_sdk.crypto.encryption.paillier module
      • Module contents
    • xtrace_sdk.crypto.signature package
      • Module contents
  • Submodules
  • xtrace_sdk.crypto.damgard_jurik_client module
    • DamgardJurikClient
      • DamgardJurikClient.decode_hamming_client()
      • DamgardJurikClient.dump_pk()
      • DamgardJurikClient.dump_sk()
      • DamgardJurikClient.encode_hamming_client()
      • DamgardJurikClient.encode_hamming_server()
      • DamgardJurikClient.encrypt()
      • DamgardJurikClient.id2power()
      • DamgardJurikClient.serial_pk()
      • DamgardJurikClient.serial_sk()
  • xtrace_sdk.crypto.goldwasser_micali_client module
    • GoldwasserMicaliClient
      • GoldwasserMicaliClient.decode_hamming_client()
      • GoldwasserMicaliClient.dump_pk()
      • GoldwasserMicaliClient.dump_sk()
      • GoldwasserMicaliClient.encode_hamming_client()
      • GoldwasserMicaliClient.encode_hamming_server()
      • GoldwasserMicaliClient.encrypt()
      • GoldwasserMicaliClient.id2power()
      • GoldwasserMicaliClient.serial_pk()
      • GoldwasserMicaliClient.serial_sk()
  • xtrace_sdk.crypto.hamming_client_base module
    • HammingClientBase
      • HammingClientBase.decode_hamming_client()
      • HammingClientBase.encode_hamming_server()
      • HammingClientBase.encrypt()
  • xtrace_sdk.crypto.paillier_client module
  • xtrace_sdk.crypto.paillier_intel module
  • Module contents
• xtrace_sdk.data_loaders package
  • Subpackages
    • xtrace_sdk.data_loaders.specific_loader package
      • Submodules
      • xtrace_sdk.data_loaders.specific_loader.csv_loader module
      • xtrace_sdk.data_loaders.specific_loader.pdf_loader module
      • xtrace_sdk.data_loaders.specific_loader.txt_loader module
      • Module contents
  • Submodules
  • xtrace_sdk.data_loaders.base module
  • xtrace_sdk.data_loaders.generic_loader_v2 module
  • xtrace_sdk.data_loaders.txt_loader module
  • Module contents
• xtrace_sdk.inference package
  • Submodules
  • xtrace_sdk.inference.chatgpt module
  • xtrace_sdk.inference.ollama module
  • Module contents
• xtrace_sdk.integrations package
  • Subpackages
    • xtrace_sdk.integrations.local package
      • Submodules
      • xtrace_sdk.integrations.local.compute module
      • xtrace_sdk.integrations.local.storage module
      • Module contents
  • Submodules
  • xtrace_sdk.integrations.compute_base module
    • ComputeIntegrationBase
      • ComputeIntegrationBase.compute_hamming_distances()
      • ComputeIntegrationBase.get_chunk_by_id()
  • xtrace_sdk.integrations.storage_base module
    • StorageIntegrationBase
      • StorageIntegrationBase.load_db()
      • StorageIntegrationBase.load_index()
      • StorageIntegrationBase.store_db()
      • StorageIntegrationBase.store_index()
  • Module contents
• xtrace_sdk.retrievers package
  • Submodules
  • xtrace_sdk.retrievers.base module
    • RetrieverBase
      • RetrieverBase.format_context()
      • RetrieverBase.nn_search_for_ids()
      • RetrieverBase.retrieve_and_decrypt()
  • xtrace_sdk.retrievers.simple_retriever module
    • SimpleRetriever
      • SimpleRetriever.nn_search_for_ids()
      • SimpleRetriever.nn_search_for_ids_bench()
      • SimpleRetriever.retrieve_and_decrypt()
  • Module contents
• xtrace_sdk.utils package
  • Submodules
  • xtrace_sdk.utils.config module
  • xtrace_sdk.utils.embedding module
    • Embedding
      • Embedding.bin_embed()
      • Embedding.dumps()
      • Embedding.hamming()
      • Embedding.real2bin()
      • Embedding.sim_hash()
  • xtrace_sdk.utils.types module
  • Module contents

Module contents

XTrace SDK for Python. This package provides the XTrace SDK for Python, which allows you to augment your Python AI applications using a private presrving vector database. The SDK provides a set of tools and libraries to help you integrate with the XTrace platform and equip your AI applications with the ability to store, retrieve, and manage memory as needed in a secure and efficient manner.