{"categories":[{"label":"Front-Ends","url":"https://skillfed.io/packages/category/database-front-ends/2"}],"enrichment":{"capability":"Provides both async and sync Python clients for the Meilisearch search API, enabling document indexing and full-text search operations.","skillfed_tags":["search-engine","async-first"],"use_cases":["Building a FastAPI application that indexes and searches documents asynchronously without blocking the event loop.","Adding full-text search to a web application by managing document ingestion and query execution through a Python client.","Batch-indexing large document collections using the async client for improved throughput over the sync alternative.","Implementing search with custom filters and highlighting (e.g., filtering by date range and highlighting matching terms).","Monitoring indexing progress by retrieving task status after submitting documents for processing."],"what_it_does":"This package is a Python wrapper around the Meilisearch search engine API, offering both synchronous and asynchronous client implementations. It handles document indexing, search queries with filtering and highlighting, and task status tracking. The async client is designed for use in asyncio-based applications like FastAPI, while the sync client works in traditional blocking code; both expose the same underlying functionality through their respective calling conventions.\n\nThe SDK depends on aiofiles, camel-converter, httpx2, and pydantic to manage async file operations, data transformation, HTTP communication, and request validation. It is actively maintained, supports Python 3.10 through 3.14, and carries no known security vulnerabilities. The library is positioned as a community alternative to the official Meilisearch Python client, with independent benchmarks suggesting performance advantages in async scenarios.","worth_installing":"Yes. The package is actively maintained, carries no known vulnerabilities, installs with low friction, and offers both sync and async interfaces for Meilisearch integration. Choose it if you need a Python client for Meilisearch and prefer async support or community-driven development; the official Meilisearch Python library is the alternative if you prefer an officially maintained option."},"id":"meilisearch-python-sdk","links":{"html":"https://skillfed.io/packages/meilisearch-python-sdk","md":"https://skillfed.io/packages/meilisearch-python-sdk.md","pypi":"https://pypi.org/project/meilisearch-python-sdk/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":null,"license_treatment":"permissive","name":"meilisearch-python-sdk","python_support":"supports_current","summary":"A Python client providing both async and sync support for the Meilisearch API"},"popularity":{"monthly_downloads":192511,"position":9862,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"7.5.0"}