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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
GitHub stars and default-branch commits for vinta/awesome-python.
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The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
A browser automation framework and ecosystem.
Search infrastructure for AI
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Hydra is a framework for elegantly configuring complex applications
Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.
🖥️ Session manager for tmux, built on libtmux.
Mail hosting made simple
Distributed task queue with full async support
Bub it. Build it. A hook-first runtime for agents that live alongside people.