pyseekdb and pyobvector

These are ecosystem siblings—pyseekdb is OceanBase's specialized SDK for the SeekDB vector engine, while pyobvector is OceanBase's multimodal vector store SDK, both providing different interfaces (seekdb-native vs. Milvus-compatible/SQLAlchemy) to the same underlying OceanBase database platform.

pyseekdb
62
Established
pyobvector
60
Established
Maintenance 10/25
Adoption 10/25
Maturity 22/25
Community 20/25
Maintenance 10/25
Adoption 8/25
Maturity 25/25
Community 17/25
Stars: 53
Forks: 24
Downloads:
Commits (30d): 0
Language: Python
License: Apache-2.0
Stars: 17
Forks: 10
Downloads:
Commits (30d): 0
Language: Python
License: Apache-2.0
No risk flags
No risk flags

About pyseekdb

oceanbase/pyseekdb

A unified python SDK supports OceanBase or OceanBase seekdb, more efficient and easy-to-use.

This is a Python SDK for developers who need to build applications that perform advanced search functionalities. It allows you to store and retrieve data based on similarity, keywords, or a combination of both. Developers building AI-powered search, recommendation, or retrieval-augmented generation (RAG) applications will find this useful.

AI-powered search Vector similarity search Information retrieval Application development Data indexing

About pyobvector

oceanbase/pyobvector

A Python SDK for OceanBase Multimodal Store—enabling vector search, full-text search, and JSON table operations—offers both Milvus-compatible API and SQLAlchemy-based SQL mode, and supports both OceanBase and OceanBase seekdb.

This tool helps developers integrate vector search, full-text search, and JSON data management into their applications using OceanBase. It allows you to input raw data or data embeddings and retrieve highly relevant results based on similarity or keyword matches, even combining both. Software engineers building data-intensive applications, especially those requiring AI-driven search capabilities, would use this.

vector-databases search-engineering data-integration application-development multimodal-data

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