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Swing Music is a beautiful, self-hosted music player for your local audio files. Like a cooler Spotify ... but bring your own music.
This is a custom component to allow control of Amazon Alexa devices in Home Assistant using the unofficial Alexa API.
Local-first desktop music search, playlist, download, and playback app for Windows and Linux
WAS-NS v3 Reborn; Tools for image processing, filters, masking, text, logic, numbers, latents, files, 3D scenes, and animation.
MetricFlow allows you to define, build, and maintain metrics in code.
Integration layer between Requests and Selenium for automation of web actions.
Music player and music library manager for Linux, Windows, and macOS
An M3U IPTV Player
Lightweight and extensible compatibility layer between dataframe libraries!
etlp - Emby/Jellyfin 调用外部本地播放器,并回传播放记录。适配 Plex。
A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.
Agent skills and an AGENTS.md workflow template — isolate in worktrees, build to a service layer, prove with evidence, ship with before/after proof and Greptile review loops. For Claude Code, Cursor, and Codex.
A full-featured image/video management app with AI-powered organization and semantic search. Supports metadata from SD-webui, ComfyUI, Fooocus, NovelAI, StableSwarmUI, and more. Available as standalone app, SD-webui extension, or library.
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform
Specification for the Execution Layer. Tracking network upgrades.
An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.
A Python-first runtime layer for multi-agent systems, with persistent run state, streaming execution events, and a pluggable orchestration interface.
Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.
The Swiss-Army-knife command-line tool for plotter vector graphics.
Your AI agent in 30 seconds. Not 30 hours. Self-hosted, open-source personal AI with desktop installer, multi-agent Command Center(Deep Work), and 7-layer security. Anthropic, OpenAI, or Ollama.
Sources for OpenXR loader, basic API layers, and example code.
WilmerAI is one of the oldest LLM semantic routers. It uses multi-layer prompt routing and complex workflows to allow you to not only create practical chatbots, but to extend any kind of application that connects to an LLM via REST API. Wilmer sits between your app and your many LLM APIs, so that you can manipulate prompts as needed.
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
Payments are broken for AI agents. Snaplii provides a secure, tokenized payment layer that enables AI agents to transact in the real world — without exposing users' underlying payment credentials.
Python web framework with full-stack layer implemented on top of a microframework core with support for SQL DBMS, MongoDB and Pluggable Applications
The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud.
MemoRizz: A Python library serving as a memory layer for AI applications. Leverages popular databases and storage solutions to optimize memory usage. Provides utility classes and methods for efficient data management.
Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya
Multi-model orchestration layer for Claude Code — the frontier model plans, cheaper models execute, verification guards quality. One-prompt install.
FAUCET is an OpenFlow controller for multi table OpenFlow 1.3 switches, that implements layer 2 switching, VLANs, ACLs, and layer 3 IPv4 and IPv6 routing.
Play any radios around the globe right from the terminal :zap:
Building Convolutional Neural Networks From Scratch using NumPy
Quanx、Loon Surge Fileball Senplayer Yamby Hills Fowward 小幻影视 的图标绘制、部分规则、解锁检测脚本等。没有的图标留言适配即可。我也是小白,尽量把最简单的东西带给大家
An inference chip design that runs a real LLM (Qwen2.5-0.5B) on FPGA — one transformer decoder layer in RTL, every silicon value bit-exact against a golden model. 0.56 tok/s measured, a 140× climb, full evidence trail.
A flexible, adaptive classification system for dynamic text classification
Deterministic computation ledger for agentic data work.
BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications.
A pure Python Database Abstraction Layer
Python framework for multiplayer decision games, behavioral experiments, and surveys
YouTube Music TUI client with vim keybindings, synced lyrics, and cross-platform media keys
This dbt package captures metadata, artifacts, and test results so you can detect anomalies, monitor data quality, and build metadata tables. It powers Elementary OSS and feeds the wider context layer used by Elementary Cloud’s full Data & AI Control Plane.
Preview-first Grok Build instruction deployment with compat and hook isolation, durable recovery, and layered uninstall.
An automated benchmark platform for AI-generated apps — built-in evaluation rules, standard sample sets, and layered test cases across a multi-dimensional metric system. One pipeline runs build, install, E2E tests, and scoring into a shareable report.
Run CUDA-targeted Windows applications on AMD GPUs with ZLUDA + ROCm/HIP.
Superfast action layer for computer-use agents, on MacOS.
Streaming FSM validation + layered repair for LLM outputs with embedded structured components
Code and data records: Combining symbolic regression and turbulence physics to develop a compact inner-layer production-dissipation closure — Jiang & Rosic, Physics of Fluids 38, 095140 (2026), Featured Article. doi:10.1063/5.0347368
TVBox 类空壳聚合播放器 | Flutter 跨平台:Android TV / 电视盒子 / iOS / iPadOS / macOS | 支持羊壳(PeekPro)订阅、M3U/TXT/JSON 直播源、遥控器 D-pad 适配 | 提供 APK / IPA / DMG 下载
A model hybridization loader to combine different layers/blocks of the fl2va and ref2va models
✂️Scalpel: Recovery-Aware Layer Pruning for Faster Vision-Language Models
Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.
Deterministic memory layer for your agents
Connect TypeSafe Jev to Grok Bot as a cheap decision layer - usage gates, skill template, examples
Nocturne Memory Core — A continuity layer for AI systems, connecting human-readable memory, selective Breath, Drive dynamics, latent notes, and evolving Trails. Evolved from Ombre Brain.让AI的记忆、状态与判断轨迹跨越会话继续抵达。一个连接记忆、主动记录与演化路径的连续性系统。樱花粉/灰烬黑双色前端
Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya.
Shotcut v26.9.27 — Shotcut is a free, open source, cross-platform video editor. Info page and download link. Third-party software; all rights belong to the original authors.
Mirai S (Qwen3.8-27B-S trellis GGUF) on a 12 GB RTX 4070: 262k q8_0 tiered cache, MTP drafting at every depth, harness-proofing, the layer; receipts.
MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find, compare, and assess datasets with explicit evidence, JSON-LD/DCAT metadata, and versioned deterministic rules.