Package Classes (0.7.0)

Summary of entries of Classes for langchain-google-cloud-sql-pg.

Classes

PostgresChatMessageHistory

Chat message history stored in an Cloud SQL for PostgreSQL database.

Column

Column(name: 'str', data_type: 'str', nullable: 'bool' = True)

PostgresEngine

A class for managing connections to a Cloud SQL for Postgres database.

BaseIndex

BaseIndex(name: str = 'langchainvectorindex', index_type: str = 'base', distance_strategy: langchain_google_cloud_sql_pg.indexes.DistanceStrategy =

DistanceStrategy

Enumerator of the Distance strategies.

ExactNearestNeighbor

ExactNearestNeighbor(name: str = 'langchainvectorindex', index_type: str = 'exactnearestneighbor', distance_strategy: langchain_google_cloud_sql_pg.indexes.DistanceStrategy =

HNSWIndex

HNSWIndex(name: str = 'langchainvectorindex', index_type: str = 'hnsw', distance_strategy: langchain_google_cloud_sql_pg.indexes.DistanceStrategy =

HNSWQueryOptions

HNSWQueryOptions(ef_search: int = 40)

IVFFlatIndex

IVFFlatIndex(name: str = 'langchainvectorindex', index_type: str = 'ivfflat', distance_strategy: langchain_google_cloud_sql_pg.indexes.DistanceStrategy =

IVFFlatQueryOptions

IVFFlatQueryOptions(probes: int = 1)

QueryOptions

QueryOptions()

StrategyMixin

StrategyMixin(operator: str, search_function: str, index_function: str)

PostgresDocumentSaver

A class for saving langchain documents into a PostgreSQL database table.

PostgresLoader

Load documents from PostgreSQL`.

Each document represents one row of the result. The content_columns are written into the content_columnsof the document. The metadata_columns are written into the metadata_columns of the document. By default, first columns is written into the page_content and everything else into the metadata.

PostgresVectorStore

Google Cloud SQL for PostgreSQL Vector Store class

Modules

chat_message_history

API documentation for chat_message_history module.

engine

API documentation for engine module.

indexes

API documentation for indexes module.

loader

API documentation for loader module.

vectorstore

API documentation for vectorstore module.