tooluniverse.tools.embedding_database_create module

embedding_database_create

Create a new embedding database from a collection of documents. Generates embeddings using OpenAI…

tooluniverse.tools.embedding_database_create.embedding_database_create(action, database_name, documents, metadata, model, description, *, stream_callback=None, use_cache=False, validate=True)

Create a new embedding database from a collection of documents. Generates embeddings using OpenAI…

Parameters:

• action (str) – Action to create database from documents

• database_name (str) – Name for the new database (must be unique)

• documents (list[Any]) – List of document texts to embed and store

• metadata (list[Any]) – Optional metadata for each document (same length as documents)

• model (str) – OpenAI/Azure OpenAI embedding model to use

• description (str) – Optional description for the database

• stream_callback (Callable, optional) – Callback for streaming output

• use_cache (bool, default False) – Enable caching

• validate (bool, default True) – Validate parameters

Return type:

Any