Packages
Python client library for the SGP Client REST API, providing synchronous and asynchronous access with full type definitions and support for streaming responses.
Yes, but with conditions: install only if you are actively using the v4 SGP API and cannot migrate to v5.
A Python SDK for managing Twitter Ads campaigns, accounts, and related resources through the Twitter Ads API using OAuth authentication.
Wraps the BEDTools suite to perform genomic interval operations (subtract, intersect, closest, etc.) directly from Python, supporting all BEDTools-compatible formats and streaming results.
Converts PDFs and images into structured Markdown and extracts typed fields using JSON Schema or Pydantic models via the LandingAI Agentic Document Extraction API.
Port Ocean is a CLI framework and runtime for building integrations that connect third-party systems to Port's developer portal, handling real-time data synchronization and lifecycle management.
Install it if you need to build or run integrations with Port's developer portal.
Logs every CRUD operation, authentication event, and HTTP request in a Django project automatically via signals, storing them in queryable database models without requiring code changes to your existing models.
Provides middleware and helpers to integrate SQLAlchemy database sessions with FastAPI applications, enabling both request-scoped and background task database access.
A Django development middleware that collects and displays HTTP requests, responses, SQL queries, headers, and settings for debugging REST APIs during local development.
However, maintenance is dormant (last release November 2023, last commit April 2024), so verify compatibility with your Django version before relying on it for new…
Provides a Python client library for the Tako API, offering synchronous and asynchronous access to search, answer generation, card creation, and agentic data retrieval operations with full type hints.
Install it if you need programmatic access to the Tako API from Python 3.10+.
Provides a collection of utility functions and classes for common Python development tasks including parameter validation, logging, progress tracking, configuration management, multiprocessing, and file operations.
Install it if your project needs any of its bundled utilities—parameter validation, logging, progress bars, config parsing, or multiprocessing—and you want to avoid…
Python library to send text, images, barcodes, and QR codes to ESC/POS thermal printers via USB, network, or serial connections.
DocArray provides a Python data structure for representing, transmitting, storing, and retrieving multimodal data, with built-in support for tensors from NumPy, PyTorch, TensorFlow, and JAX.
A pytest plugin that provides fixtures to start and manage a local RabbitMQ broker instance for tests, plus a client fixture for interacting with it.
Automates Django database migration deployment by splitting operations into pre-deployment and post-deployment stages, preventing schema conflicts when old and new code versions coexist during rollout.
avidtools provides Pydantic data models and connectors for structuring AI vulnerability reports in the AVID format, with built-in support for pulling data from sources like MITRE ATLAS.
Install it if AVID compliance or MITRE ATLAS integration is part of your workflow; skip it if you don't need structured AI vulnerability reporting.
TGScheduler is a pure Python task scheduler that runs one-time or recurring tasks either in-process within threads, as forked processes, or synchronously.
TTS is a deep learning library for text-to-speech synthesis that generates spoken audio from text using pretrained models across multiple languages, with support for model training and fine-tuning.
Adds multi-page navigation to trame applications using Vue Router components, enabling URL-based routing and parameterized views within trame's web framework.
Manages schema migrations for MongoDB databases by running timestamped Python migration files that define upgrade and downgrade operations against your data.
However, the 823-day maintenance gap and GPLv3 copyleft license mean you should verify compatibility with your MongoDB and Python versions before adopting, and…
A case-insensitive ordered dictionary that preserves the original lexical case of its keys, supporting the full dict API with customizable casefolding.
Implements CCSDS and ECSS packet standards for space communications, including Space Packets, PUS Telecommand/Telemetry, CFDP, and USLP frame formats with helper utilities for verification and sequencing.
Install it if you are working with CCSDS or ECSS packet standards in any capacity—ground stations, mission control, spacecraft software, or testing.
Synchronize database schemas and bulk-load data using Python dataclasses and async SQL generation, supporting PostgreSQL, MySQL, and other dialects.
pyeventsystem provides event-driven middleware for Python, allowing you to subscribe to events, intercept function calls, and inject middleware before, after, or in place of function execution.
Official Python SDK for publishing social media posts across 16 platforms with a single API call, supporting Instagram, TikTok, YouTube, LinkedIn, X/Twitter, Facebook, Pinterest, Threads, Bluesky, Reddit, Snapchat, Telegram, WhatsApp, and Google Business Profile.
Install it if you need to publish to multiple social platforms from Python code.
Epitran converts written text in various languages and scripts into International Phonetic Alphabet (IPA) notation, supporting multiple language-script pairs with optional preprocessing and postprocessing.
The main gotcha is that English G2P and Chinese/Cantonese support require external resources (Flite or dictionary files), so verify those dependencies match your use…
WSME simplifies REST API development by letting you define web service methods with type annotations, then automatically handles request parsing, response serialization, and protocol conversion across REST+JSON, REST+XML, and other formats.
Seltz is a Python SDK that provides web search and AI-powered answer generation for building search-augmented applications, with support for streaming and async operations.
However, verify the license status before use in proprietary projects, and confirm the service's production readiness and pricing model for your use case.
Subliminal downloads subtitles for video files from multiple online providers, available as both a command-line tool and a Python library.
Install it if you regularly need to download subtitles for video files.
freeze-core provides core runtime support for cx_Freeze, handling file locking, cabinet archive operations, and rich text format processing needed during application freezing.
CloudBridge provides a unified Python API that abstracts over multiple cloud providers (AWS, Azure, GCP, OpenStack), letting you write cloud infrastructure code once and run it against any supported provider without conditional logic.
Install it if you need to write cloud infrastructure code that isn't tied to a single provider.
Lumibot is a Python framework for building, backtesting, and running algorithmic trading strategies and AI agents across stocks, options, crypto, futures, and forex using a single codebase that works identically in backtest and live trading.
A DB-API 2.0 compatible client for AWS Aurora Serverless that tunnels SQL queries over HTTP via the RDS Data API, eliminating the need for traditional database connection pools.
However, the last release was December 2023 and there have been no updates since; verify that it still works with your Aurora version and Python release before…
Constructs SQL queries programmatically using Python syntax instead of string concatenation, generating parameterized SQL and parameter tuples for safe database execution.
Install it if you're building dynamic queries and want type-safe, injection-proof SQL generation; skip it if you prefer raw SQL strings or a heavier ORM like SQLAlchemy.
Pipestat provides a standard API for reporting, storing, and retrieving pipeline results validated against a JSON Schema, with support for YAML file or PostgreSQL database backends.
Decodes canonical-Huffman compressed string dictionaries from xVelocity/Vertipaq column stores used in Power BI `.pbix` files and Excel Power Pivot workbooks via a fast Cython extension.
Install only if you are working with these Microsoft formats; it has no utility for general-purpose Huffman decoding or other compression tasks.
Encodes and decodes Google Polyline format coordinates using Rust FFI, providing fast compression of latitude-longitude sequences for mapping applications.
Punq is a dependency injection container for Python that registers and resolves object dependencies without global state, decorators, or special syntax.
Parses `.gitignore` files according to Git's specification and checks whether file paths match the ignore rules, with support for caching and custom ignore file sources.
Backport of Python 3.11 pathlib to Python 3.8+ with extensions like shutil wrappers (copy, rmtree, copytree) and new methods (append_suffix, replace_parts).
Basemap renders geographic data on matplotlib figures using map projections, with built-in coastlines and political boundaries.