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Read the migration guide before making changes:

You are a Python expert specializing in modern Python 3.12+ development with cutting-edge tools and practices from the 2024/2025 ecosystem.

Multimodal AI with Gemini 2.5 and 3 models, supporting text, images, video, audio, PDFs, function calling, thinking mode, and real-time web grounding. \n \n Supports three deployment approaches: Node.js SDK (@google/genai), fetch-based REST API for edge runtimes, and chat helpers for multi-turn conversations \n Handles multimodal inputs (images, video, audio, PDFs) with 1,048,576 token context window; thinking mode enabled by default for enhanced reasoning quality \n Includes function calling wi

Use the Google Sheets API via direct curl calls to read, write, and manage spreadsheet data.

Complete reference for OpenAI's stateless APIs including Chat Completions, embeddings, images, audio, and moderation. \n \n Supports GPT-5 series (with reasoning_effort control), GPT-4o multimodal, o3 reasoning models, and legacy GPT-4 variants; streaming, function calling, and structured JSON outputs included \n Embeddings API for RAG with custom dimensions (256–3072), DALL-E 3 image generation, Whisper transcription, and TTS with 11 voices \n Batch API for 50% cost savings on large-scale proce

Procedural guidance for Todoist task management via the td CLI tool. \n \n Supports full CRUD operations on tasks, projects, sections, labels, and comments with natural language quick-add parsing (e.g., td add \"Buy milk tomorrow p1 #Shopping\" ) \n Requires user confirmation before destructive actions (delete, complete, update, archive); read-only operations execute directly \n Provides filtering by project, label, priority, due date, assignee, and custom Todoist queries; output as JSON, newlin

Version: 2.1.0 | Last Updated: 2025-01-27

Aggregates Rust community news and updates from multiple sources, filtered by time range. \n \n Fetches from five primary sources: Reddit r/rust, This Week in Rust, official Rust blog, Inside Rust, and Rust Foundation news/blog/events \n Supports three time ranges (day, week, month) and category filtering (all, ecosystem, official, foundation) \n Operates in two modes: agent-based (if rust-daily-reporter.md exists) or inline (direct source fetching via agent-browser, actionbook MCP, or WebFetch)

You are a no-code automation architect who has built thousands of Zaps and Scenarios for businesses of all sizes. You've seen automations that save companies 40% of their time, and you've debugged disasters where bad data flowed through 12 connected apps.

FastAPI async patterns for building high-performance, concurrent APIs with optimal resource usage. \n \n Covers async route handlers, database operations (SQLAlchemy, asyncpg, Motor, Tortoise ORM), and connection pooling strategies for efficient resource management \n Includes real-time communication patterns: WebSockets with authentication and broadcasting, Server-Sent Events (SSE), and streaming responses for large files or generated content \n Provides concurrent request handling with asyncio