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.")
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