llama-index-embeddings-oracleai 0.4.0

llama-index embeddings oracleai integration

LlamaIndex Embeddings Integration: Oracleai

This API is to generate an embedding from a text.

pip install llama-index-embeddings-oracleai

A sample example

from typing import TYPE_CHECKING
from llama_index.core.embeddings import BaseEmbedding
from llama_index.embeddings.oracleai import OracleEmbeddings

if TYPE_CHECKING:
    import oracledb

""" get the Oracle connection """
conn = oracledb.connect(
    user="<user>",
    password="<password>",
    dsn="<dsn>",
)
print("Oracle connection is established...")

""" params """
embedder_params = {"provider": "<provider_name>", "model": "<model_name>"}
proxy = "<proxy>"

""" instance """
embedder = OracleEmbeddings(conn=conn, params=embedder_params, proxy=proxy)

embed = embedder._get_text_embedding("Hello World, Text!")
print(f"Embedding generated by OracleEmbeddings: {embed}")

embed = embedder._get_query_embedding("Hello World, Query!")
print(f"Embedding generated by OracleEmbeddings: {embed}")

conn.close()
print("Connection is closed.")