1.NandhaKishorM / laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 275 by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
An extremely fast Python package and project manager, written in Rust.
An Open Source Machine Learning Framework for Everyone
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
:house_with_garden: Open source home automation that puts local control and privacy first.
The LLM Evaluation Framework
Open source software that helps you create and deploy high-frequency crypto trading bots
An autonomous agent that conducts deep research on any data using any LLM providers
Open-source, secure environment with real-world tools for enterprise-grade agents.
The self-driving agent platform
Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
Infrastructure for the next generation of voice agents, designed to provide universal memory. It is divided into a left brain and a right brain, storing information and emotions respectively, while a fully streaming architecture eliminates latency at the fundamental level.
A simple, yet elegant, HTTP library.
Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
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.
Apache Superset is a Data Visualization and Data Exploration Platform
✈️ 自托管的多渠道机票价格监控:航班明细采集 → 钉钉图文推送 → 达标四层强提醒。国内航线与国际航线(五洲目的地)同一套采集-判定-推送链路;数据留在本机,配置全在网页,开源免费。
不是问答机器人,而是能真正干活的数字分身。共享智能体,共享项目上下文,让项目所有成员一起协同工作。同时智能体会像人一样通过资料或者工作抽象和总结经验到项目上下文中
Download market data from Yahoo! Finance's API
A coding agent for open models like Kimi K3 and GLM 5.3
🐍 Geometric Computer Vision Library for Spatial AI
Audit AI chat exports locally before sharing or migration. Find possible secrets, personal-data patterns, broken JSON/JSONL, SQLite issues, and scan gaps—without uploading the archive.
Streamlit — A faster way to build and share data apps.
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
Verify that the PowerPoint you are about to deliver is exactly the PPTX that passed QA—locally, offline, and with tamper-evident evidence.
Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
🚀 The fast, Pythonic way to build MCP servers and clients.
The official Python library for the OpenAI API
Apache Spark - A unified analytics engine for large-scale data processing
Reconcile stuck AI-agent tasks after restarts and timeouts. Preview SQLite changes, close stale delivery states, and never guess success.
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
Build realtime web, mobile and desktop apps in Python only. No frontend experience required.
Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.
DevOps Roadmap for 2026. with learning resources
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
This repo hosts Prowler OSS (CLI and Local Server). Prowler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment for Humans and AI Agents.
The premier source of truth powering network automation. Open source under Apache 2. Try NetBox Cloud free: https://netboxlabs.com/products/free-netbox-cloud/
Zulip server and web application. Open-source team chat that helps teams stay productive and focused.
Incremental engine for long horizon agents 🌟 Star if you like it!
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
支持 Python3、JavaScript、Shell、Typescript 的定时任务管理平台(Timed task management platform supporting Python3, JavaScript, Shell, Typescript)
Polar — A billing platform for the intelligence era
Visualize, query, and stream to train on multimodal robotics data.
Memray is a memory profiler for Python
An orchestration platform for the development, production, and observation of data assets.
Python training for business analysts and traders
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
Refine high-quality datasets and visual AI models
A free, online learning platform to make quality education accessible for all.
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Pulumi - Infrastructure as Code in any programming language 🚀
Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.
Rust bindings for the Python interpreter
Deep Learning for humans
Multi-Agent Harness for Production AI
🕸️ Web apps in pure Python 🐍
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.
A browser automation framework and ecosystem.
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
Bandit is a tool designed to find common security issues in Python code.
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
FlatBuffers: Memory Efficient Serialization Library
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
Zipline, a Pythonic Algorithmic Trading Library
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
The fastai deep learning library
Generic automation framework for acceptance testing and RPA
Fast and Accurate ML in 3 Lines of Code
Software to automate the management and configuration of infrastructure and applications at scale.
Build, Manage and Deploy AI/ML Systems
An open source multi-tool for exploring and publishing data
Parlant is an open platform for building customer-facing chat agents with AI. Describe how the agent should behave, and your coding agent implements it for you.
High-performance TensorFlow library for quantitative finance.
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
Lightning ⚡️ fast forecasting with statistical and econometric models.
Asynchronous HTTP client/server framework for asyncio and Python
The most widely used Python to C compiler
The Open Source Feature Store for AI/ML
A python library for user-friendly forecasting and anomaly detection on time series.
Performance analysis of predictive (alpha) stock factors
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
ValueCell is a community-driven, multi-agent platform for financial applications.
NLTK Source