Initial implementation of pgvector and Oracle 26ai vector search demo

Three FastAPI backends comparing PostgreSQL/pgvector and Oracle 26ai for
semantic image search using CLIP embeddings: Python-side embedding for both
databases, plus Oracle in-database embedding via VECTOR_EMBEDDING(CLIP_TXT).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
2026-05-19 11:33:16 +02:00
commit 66f7db40b0
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import os
import psycopg2
from dotenv import load_dotenv
load_dotenv()
def get_connection():
return psycopg2.connect(
host=os.getenv("DB_HOST"),
port=os.getenv("DB_PORT"),
dbname=os.getenv("DB_NAME"),
user=os.getenv("DB_USER"),
password=os.getenv("DB_PASSWORD"),
)