{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/4"}],"enrichment":{"capability":"Provides a Python client library for the turbopuffer vector database API, with both synchronous and asynchronous interfaces for querying and managing vector embeddings and full-text search.","skillfed_tags":["vector-search","async-ready","type-safe"],"use_cases":["Build a semantic search feature by querying nearest neighbors to an embedding vector.","Implement hybrid search combining vector similarity with full-text BM25 ranking.","Manage and upsert large batches of embeddings into isolated namespaces.","Integrate vector search into async Python applications without blocking.","Prototype or deploy AI/ML applications that rely on vector similarity at query time."],"what_it_does":"turbopuffer is the official Python client for the turbopuffer vector database API. It wraps HTTP endpoints with type-safe, auto-completing request and response objects built on pydantic, and offers both synchronous and asynchronous clients powered by httpx. The library is generated by Stainless and supports Python 3.9 and later.\n\nYou use it to query vectors by nearest-neighbor search (ANN), perform full-text search on indexed attributes, upsert and manage vector embeddings in namespaces, and handle pagination across result sets. Both sync and async clients have identical functionality; the async variant can optionally use aiohttp as its HTTP backend for improved concurrency. Error handling distinguishes between connection failures, rate limits, and API status errors.","worth_installing":"Yes. The package is actively maintained, has no known vulnerabilities, installs with low friction, uses a permissive MIT license, and provides a clean, type-safe interface to a vector database service. Install it if you need to query or manage vector embeddings via the turbopuffer API from Python."},"id":"turbopuffer","links":{"html":"https://skillfed.io/packages/turbopuffer","md":"https://skillfed.io/packages/turbopuffer.md","pypi":"https://pypi.org/project/turbopuffer/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-04","license_spdx":null,"license_treatment":"permissive","name":"turbopuffer","python_support":"supports_current","summary":"The official Python library for the turbopuffer API"},"popularity":{"monthly_downloads":4383786,"position":2315,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"2.8.0"}