sedb 0.8.0

Search Engine DataBase utils

sedb

Search Engine DataBase utils

Install

pip install sedb[common] --upgrade

Currently, sedb supports interacting with following services:

• common:

  • MongoDB
  • ElasticSearch
  • Redis
  • LLM REST API (OpenAI format)

• vector:

  • Milvus
  • Qdrant

You can install all dependencies by:

pip install sedb[all] --upgrade

or default extreme light-weight dependencies by:

pip install sedb --upgrade

Usage

Run example:

python example.py

See: example.py

import sys
from pathlib import Path

sys.path.insert(0, str(Path(__file__).parent / "src"))

import sedb

from sedb import MongoOperator, MongoConfigsType


if __name__ == "__main__":
    mongo_configs = {
        "host": "localhost",
        "port": 27017,
        "dbname": "test",
    }

    collection = "videos"
    mongo = MongoOperator(configs=mongo_configs, indent=0)
    cursor1 = mongo.get_cursor(
        collection,
        filter_index="pubdate",
        filter_op="lte",
        filter_range="2012-01-01",
        sort_index="pubdate",
        sort_order="asc",
    )
    print(cursor1.next())
    cursor2 = mongo.get_cursor(
        collection,
        filter_index="pubdate",
        filter_op="range",
        filter_range=["2012-12-31", "2012-01-01"],
        sort_index="pubdate",
        sort_order="asc",
    )
    print(cursor2.next())
    cursor3 = mongo.get_cursor(
        collection,
        filter_index="pubdate",
        filter_op="range",
        filter_range=["2012-01-01", None],
        sort_index="pubdate",
        sort_order="asc",
    )
    print(cursor3.next())