{"categories":[{"label":"Database","url":"https://skillfed.io/packages/category/database/3"}],"enrichment":{"capability":"Provides a DB-API 2.0 compatible Python interface to SingleStore, a distributed SQL database, supporting both MySQL protocol and HTTP connections with optional C acceleration for faster data reading.","skillfed_tags":["vector-search","distributed-sql","db-api-2.0"],"use_cases":["Connect Python analytics or ETL scripts to SingleStore for real-time data ingestion and querying.","Build vector similarity search applications using the Pinecone-compatible vector database API.","Programmatically manage SingleStore Cloud workspaces, clusters, and regions from Python.","Return query results directly as Pandas or Polars DataFrames for downstream data science workflows.","Integrate SingleStore with SQLAlchemy-based ORMs or dbt data transformation pipelines."],"what_it_does":"SingleStoreDB Python SDK is a database driver that connects Python applications to SingleStore, a high-performance distributed SQL database optimized for real-time analytics and vector search workloads. It implements the DB-API 2.0 standard, so it integrates with existing Python database code patterns. The SDK supports two connection methods\u2014MySQL protocol on port 3306 or HTTP Data API on port 9000\u2014and includes a C extension for accelerated data reading when available.\n\nBeyond basic SQL execution, the package offers workspace management APIs for programmatic control of SingleStore Cloud deployments, a Pinecone-compatible vector database interface for similarity search, and result formatting in multiple types (tuples, dicts, named tuples, NumPy arrays, Pandas DataFrames, Polars DataFrames, PyArrow Tables). It also supports optional integrations with SQLAlchemy, dbt, and custom user-defined functions, making it suitable for analytics pipelines, vector search applications, and cloud infrastructure automation.","worth_installing":"Yes. Active maintenance, low install friction, no known vulnerabilities, and permissive licensing make it a solid choice. Install it if you need a Python driver for SingleStore or are building vector search or real-time analytics applications on that platform. The optional C extension and multiple result formats add practical value for data-heavy workloads."},"id":"singlestoredb","links":{"html":"https://skillfed.io/packages/singlestoredb","md":"https://skillfed.io/packages/singlestoredb.md","pypi":"https://pypi.org/project/singlestoredb/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":null,"license_treatment":"permissive","name":"singlestoredb","python_support":"supports_current","summary":"Interface to the SingleStoreDB database and workspace management APIs"},"popularity":{"monthly_downloads":435948,"position":6677,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.17.1"}