Python Ecosystem Telemetry Index

Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.

Algorithmic Trading in Python with Machine Learning

Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents

Open-source pipeline for rewriting AI-generated text into natural human prose. Need it in your app? Try the Lynote Humanizer API → lynote.ai/ai-humanizer-api

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]

FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.

AI/ML research agents from idea to paper-ready evidence. An EvoMap open-source project.

HarnessRouter Community Edition: the self-hosted, Apache-2.0 edition of the unified interface for agent harnesses. Run Codex, Claude Code, Hermes, PI, DSH, and more through one API, with sessions, streaming, files, cancellation, and failure handling. Implements the Unified Harness Protocol (UHP), an open standard. Your keys, your infrastructure.

An autonomous company working 24/7 on your own PC - Windows/Linux/macOS.

[AutoArk] GPA (General Purpose Audio) can do ASR, TTS and voice conversion with one tiny model!

Contrastive Language Models (CLMs) are a new class of System One model trained with a contrastive learning objective that connects states and actions.

A comprehensive quantitative trading system with AI-powered analysis, real-time data processing, and advanced risk management

J-Space Cognition Suite — a model-agnostic inference-time control suite for deep reasoning, long-horizon work, verification, and recovery. Based on Anthropic's J-space global workspace research.

A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

[RSS'26] Welcome to Psi-Zero, a Humanoid VLA towards Universal Humanoid Intelligence.

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Motion films that never cut to the next slide: every beat grows out of the one before, one continuous camera, continuity measured by an oracle. Product launch films and feature demos, made with a coding agent.

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

LLM-powered conversational data analysis agent that generates interactive visualizations and business insights without SQL.

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAG

Memory that AI Agents Love!

Agentic AI Hedge Fund OS (AIMM)

ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.

Eleven Claude skills that run a YouTube channel: scripts off 21 hook formulas with a scored hook, title and thumbnail linted as one pairing, an edit decision list from your transcript, a retention reader that finds where viewers actually leave, a Shorts cutter, and a virality engine. Free, MIT.

Nolanx, Open-sourced AI Netflix.

FireRedAudio developer tool

Add object detection, tracking, mobile notifications, and search to any security camera.

developer-roadmap

The animation engine for agents: blazingly fast math and 3D videos with Manim's Python API, on a Rust GPU core.

Building a Neural Network-Native Engine (3N). Python authoring, C++ runtime, Vulkan/WebGPU. Windows, Linux, Android and Web.

Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond

Automatic multi-agent workflow generation, fully integrated with QVeris unified data and tool layer

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness.

High-performance Python developer tooling and engineering library for KnowledgeGraph.

Official Repository of Cooragent.

Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.

High-performance Python developer tooling and engineering library for cn math taxonomy.

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.

RPent: Agentic Infrastructure for the Physical World

Millisecond decisions, any domain: a 0.8B open "System 1" model that picks between your options with calibrated probabilities. One base, swappable LoRA adapters, on your own hardware.

Self-hosted LLM router with a managed safety net. OpenAI-compatible. BYOK. Single-workspace. Streaming. For more advanced routing choose hosted OrcaRouter

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

Autonomous Python AI agent and orchestration framework for LiveStream Agent Studio workflows.

Adaptive task scheduling for multi-core CPUs using DQN with DVFS & thermal-aware reward; includes simulator, baselines, training, evaluation, and plotting.

Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.

Build, Evaluate, and Deploy GUI Agents — online RL training, standardized benchmarks, and real-device deployment in one framework.

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

Hy-MT2 developer tool

todolist developer tool

Build your HUMAN.md.

The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

High-performance Python developer tooling and engineering library for cs336 note and hw.

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers.

Automated video and media editing deck powered by multimodal LLM scene analysis.

Extract structured data from documents quickly and accurately.

[ICLR24] Official implementation of the paper “MagicDrive: Street View Generation with Diverse 3D Geometry Control”

AI phone assistant | open-source

[ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)