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ModelScope: bring the notion of Model-as-a-Service to life.

Apache DataFusion SQL Query Engine

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.

bottle.py is a fast and simple micro-framework for python web-applications.

🧙 Build, run, and manage data pipelines for integrating and transforming data.

yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required.

The property-based testing library for Python

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

A modern Python package and dependency manager supporting the latest PEP standards

Apache Beam is a unified programming model for Batch and Streaming data processing.

No description.

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

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.

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Python library for audio and music analysis

Application for managing recipes, planning meals, building shopping lists and much much more!

Build effective agents using Model Context Protocol and simple workflow patterns

AI Toolkit for Healthcare Imaging

Accessible large language models via k-bit quantization for PyTorch.

Lean 4 programming language and theorem prover

Real-time Claude Code usage monitor with predictions and warnings

It's React, but in Python

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

A command-line tool and Rust library with Python bindings for generating regular expressions from user-provided test cases

Automated Machine Learning with scikit-learn

the LLM vulnerability scanner

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy