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Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.

Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.

Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.

Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (unified interface to 40+ services). Use this for direct HTTP/REST work or UniProt-specific control.

Integracao completa com Telegram Bot API. Setup com BotFather, mensagens, webhooks, inline keyboards, grupos, canais. Boilerplates Node.js e Python.

Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.

To test local web applications, write native Python Playwright scripts.

Build or edit Gradio apps, layouts, components, and chat interfaces in Python.

Build Slack apps using the Bolt framework across Python,

Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.

NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs.

Use esta skill para obter, baixar ou buscar o PDF de um artigo, fornecendo um DOI, ID arXiv, título ou citação. Ela é ativada por solicitações para baixar artigos, encontrar PDFs ou pedidos de download em massa.