惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

P
Privacy International News Feed
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Jina AI
Jina AI
T
Tailwind CSS Blog
WordPress大学
WordPress大学
Scott Helme
Scott Helme
C
Cybersecurity and Infrastructure Security Agency CISA
博客园 - Franky
C
CERT Recently Published Vulnerability Notes
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
雷峰网
雷峰网
Schneier on Security
Schneier on Security
博客园 - 聂微东
T
Tor Project blog
Hugging Face - Blog
Hugging Face - Blog
博客园 - 司徒正美
AI
AI
T
Troy Hunt's Blog
Security Latest
Security Latest
T
The Blog of Author Tim Ferriss
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
C
Check Point Blog
T
Threat Research - Cisco Blogs
W
WeLiveSecurity
V
Vulnerabilities – Threatpost
Recorded Future
Recorded Future
Recent Commits to openclaw:main
Recent Commits to openclaw:main
Cisco Talos Blog
Cisco Talos Blog
C
CXSECURITY Database RSS Feed - CXSecurity.com
Cloudbric
Cloudbric
J
Java Code Geeks
罗磊的独立博客
C
Cyber Attacks, Cyber Crime and Cyber Security
aimingoo的专栏
aimingoo的专栏
L
LangChain Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
P
Privacy & Cybersecurity Law Blog
Google DeepMind News
Google DeepMind News
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
L
Lohrmann on Cybersecurity
I
InfoQ
MongoDB | Blog
MongoDB | Blog
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
The GitHub Blog
The GitHub Blog
The Hacker News
The Hacker News
H
Help Net Security
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
P
Proofpoint News Feed
N
News and Events Feed by Topic

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店 GitHub - EdoardoBambini/Agent-Armor-Iaga: AI agents are getting tool access — shell, file system, databases, APIs, secrets. But **nobody is governing what they actually do with it**. Frameworks like LangChain, CrewAI, AutoGen, and Claude Code give agents the power to execute. Agent Armor gives you the power to control, audit, and approve every single action before it happens. HN Vibes — Week 15, Apr 7–13 2026 GitHub - chojs23/ec: Easy terminal-native 3-way git mergetool vim-like workflow GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. GitHub - JakOb-dotcom/cloud-sandbox-security-analysis: Technical analysis and Proof of Concept (PoC) regarding environment variable exfiltration in containerized cloud sandboxes via side-channel data leaks. Springboards - Flint Alpha Show HN: A simpler coding agent harness GitHub - audiodude/sudomake-friends GitHub - 256thFission/mini-mythos: OSS clone of Anthropic’s Mythos harness to locate C/C++ memory vulnerabilities Show HN: OpenParallax: OS-level privilege separation for AI agent execution Hacker News Sorted - Chrome 应用商店 Show HN: How to Install Docker on Ubuntu 24.04 LTS: Complete 2026 Guide GitHub - himanshudongre/smriti GitHub - sverrirsig/claude-control: macOS desktop dashboard for monitoring and managing multiple Claude Code sessions GitHub - ory/dockertest: Write better integration tests! Dockertest helps you boot up ephermal docker images for your Go tests with minimal work. Chiral - Chrome 应用商店 Show HN: Two Claudes collaborating through shared memory on a $100 mini-PC GitHub - pmichaillat/latex-cv: Minimalist LaTeX template for academic CVs GitHub - oguzbilgic/posse: A web UI for Anthropic Managed Agents. GitHub - sshiraz/depsly: Dependency risk analysis tool for npm packages ABI Add safari/agent-harness — Safari browser automation via safari-mcp by achiya-automation · Pull Request #212 · HKUDS/CLI-Anything GitHub - Halfblood-Prince/trustcheck: Verify PyPI package attestations and improve Python supply-chain security GitHub - oguzbilgic/kern-ai: Agents that do the work and show it. GitHub - bruits/satteri: High-performance Markdown and MDX processing for the JavaScript ecosystem GitHub - tylergibbs1/feedstock: High-performance web crawler and scraper for TypeScript, powered by Bun and Playwright GitHub - Grimm67123/grimmbot: The self-improving sandboxed and open-source AI agent. With persistent memory and scheduling. GitHub - whitevanillaskies/whitebloom: Local whiteboard that blooms. GitHub - hwdsl2/docker-whisper: Docker image for a self-hosted Whisper speech-to-text server with speaker diarization and OpenAI-compatible transcription and translation APIs. Powered by faster-whisper. Supports all Whisper models, NVIDIA GPU (CUDA) acceleration, JSON/SRT/VTT output, SSE streaming, offline mode, and multi-arch (amd64, arm64). GitHub - yisding/reviewwiggum GitHub - MarwanAlsoltany/serrors: Structured errors for Go: sentinel hierarchies, typed data, custom formatting, and slog integration. GitHub - soatok/age-php GitHub - Luthiraa/markitme GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits GitHub - tombedor/excalicharts GitHub - wh1le/excalidraw-edit: Open and edit .excalidraw files from the terminal. Offline, auto-saves to disk. MalExt Sentry - Malicious Extension Scanner - Chrome 应用商店 GitHub - syi0808/asciianimesvg: Generate animated ASCII art SVGs from text. CLI, Rust library, WASM, and web editor. GitHub - zaina-ml/ml_forge: A visual-based graph node editor for training computer vision models. GitHub - anakin87/llm-rl-environments-lil-course: 🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models GitHub - takaakit/superpowers-uml: Superpowers-UML modifies Superpowers to ensure a software development workflow in which AI agents design through UML modeling. AdriByte Studio - Sviluppo Web e Soluzioni Digitali GitHub - chouligi/angel-copilot: Your personalized Angel Investment Advisor Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 GitHub - agenteractai/lodmem: Level Of Detail Context Management for Agents GitHub - ostefani/subnetlens: A fast, concurrent network scanner with a TUI and plain-text CLI, built in Go. It discovers live hosts on your network, scans their open ports, resolves hostnames, and fingerprints operating systems—delivered. Cyber Pulse: Agentic Intel - Apps on Google Play Whisper API: Self-Hostable Speech to Text Transcription The Agent-Web Protocol Stack: A Research Thesis GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Show HN: Provepy – A Python decorator that proves your code using Lean and LLMs Show HN: Pardonned.com – A searchable database of US Pardons GitHub - patrickdappollonio/dux: Dux is a terminal UI that lets you run multiple AI coding agents side by side, each in its own git worktree, with full companion terminals, macros, commit generation, and a command palette that knows more tricks than you do. kMC Crystal Simulator Show HN: HyperFlow – A self-improving agent framework built on LangGraph GitHub - stef41/vibescore: 🎵 Grade your vibe-coded project. One command, instant letter grade across security, quality, dependencies, and testing. GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. imgur.com GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. GitHub - nowork-studio/toprank: Open-source Claude Code skills for SEO, SEM, Google Ads GitHub - tacomanator/sash: Lightweight macOS menu bar app for reliably cycling through windows of the current application. Appents | Social Media Management for Product-First Teams GitHub - pnhoang/youtube-spam-blocker: Automatically detects and hides spam messages in YouTube Live chat. Set rate limits, keyword filters, and block repeat offenders. GitHub - decisionnode/DecisionNode: CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable. GitHub - AvaCodeSolutions/django-email-learning: An open source Django app for creating email-based learning platforms with IMAP integration and React frontend components. The $100K Gap in Kubernetes Security Tooling Function Calling Harness: From 6.75% to 100%
GitHub - geograms/eva: Offline personal assistant
nunobrito · 2026-06-16 · via Hacker News: Show HN

Eva is a fully offline AI assistant for Android. The language model, speech recognition, text‑to‑speech, document search, maps, music and Wikipedia all run on the phone. No account, no cloud, nothing leaves the device.

Eva — Chat, Images, Music and Docs tabs

⬇ Download the latest APK (arm64‑v8a) — or run binary/get-latest-apk.sh.


What Eva does

Eva is a chat assistant and an offline media/knowledge hub. The home screen has four tabs — Chat, Images, Music, Docs — and music keeps playing in the background with lock‑screen controls while you use the rest.


Features

💬 Chat & assistant

  • On‑device chat with selectable models (LFM2.5, Qwen3, vision models), downloaded on demand or sideloaded from a folder.
  • Grounded answers: Eva fuses three sources — your documents (hybrid vector
    • full‑text retrieval), the offline Wikipedia, and the model's own knowledge — and cites them. Tap a citation to open the source at the passage.
  • Digital assistant: set Eva as the phone's assistant and invoke it with a power‑button hold — it listens, answers, and speaks the reply.
  • Voice in/out: offline streaming speech‑to‑text (English) or the phone's recognizer (many languages), plus spoken replies.
  • Vision: attach a photo and ask about it (with a vision model selected).
  • Persistent chat history with a conversation drawer; reply‑length control; each answer shows how long it took.

🗺️ Offline maps & navigation

  • Ask "where is X" / "show me X on a map" → an expandable map tile in chat that opens full‑screen with your live GPS dot and a distance/bearing readout.
  • "route to X" draws a walking path from your position to the destination.
  • Streets and satellite layers, cached on demand to a folder you choose, so places and routes you've viewed keep working offline. "Save this area offline" caches a region for later.

🎵 Music — a full offline player

  • Browse Favourites (most played), Folders, and Artists.
  • Folders are grouped by an LLM‑assigned genre → subgenre (so bands without a genre tag still get sorted — e.g. alternative rock, black metal, funk).
  • A "+" on every track adds it to the playlist; tap the now‑playing bar to open a full player: seek bar, transport, shuffle/random, and the current queue (jump / remove). Save, load and delete named playlists.
  • Background playback with lock‑screen / notification controls.

Music player

📚 Docs — an e‑reader

  • Wikipedia: read the offline encyclopedia with search‑as‑you‑type (ranked by article popularity), a random article, the main page, and a recently‑viewed list.
  • Folders: documents categorised by the LLM into genre → subcategory, with live progress, reusing the already‑extracted text.
  • Favourites: recently read, starred, and often‑read documents.
  • PDFs resume at the last page ("Page X of Y"); Word/EPUB/text render in full and resume your scroll position with a "% read".
  • Index PDFs, Word, PowerPoint, Excel and EPUB — fully on‑device.

🖼️ Images — a gallery

  • Search by the on‑device caption (a vision pass labels photos while charging) and by your own tags; filter by category (photos / screenshots / memes), group by day, and view GPS‑located photos on the map.

📻 Radio · ⏰ Reminders

  • Online radio stations with play counts/favourites; "play radio …" from chat.
  • Timed reminders"remind me … in 15 minutes" / "at 7pm" (EN/PT) — fire as system notifications even when Eva is closed.

⚙️ Settings & storage

  • Settings organised into per‑area panels (Appearance, Language model, Voice, Documents, Photos, Music, Radio, Wikipedia, Maps, Reminders, Storage).
  • One unified storage folder for all data (models, Wikipedia, documents, map cache); choosing a new folder (e.g. an SD card) moves everything so nothing has to be re‑downloaded.

Everything stays on the device

Eva is built to work with no connectivity. The model, embeddings, speech, the document index (a sharded int8 vector index fused with full‑text search), the ZIM‑backed Wikipedia, GPS, cached map tiles and your media all live on the phone. Internet is only used for optional on‑demand downloads (a model, a Wikipedia edition, a map tile, lyrics, a radio stream) — never for your data.

Architecture

  • Flutter app (flutter/example/lib/) talking over FFI to:
    • the Cactus inference engine (libcactus.so) for the LLM/VLM/embeddings,
    • libzim (libzimffi.so) for the offline Wikipedia.
  • A background isolate runs inference; gated background passes (photo captioning, document & music categorisation) use the model while charging / idle and yield instantly to chat.
  • Native libraries are content‑addressed and built by a Gradle hook (an NDK is only needed when engine sources change).

Repository layout

  • flutter/example/ — the Eva Flutter app (lib/), its native FFI builds (native/, native_zim/) and on‑device integration tests.
  • cactus/, cactus-engine/, cactus-graph/, cactus-kernels/ — the Cactus inference engine sources compiled into libcactus.so (see LICENSE).
  • python/ — the host‑side transpiler that converts HuggingFace models into loadable bundles (used by CI; the phone only loads pre‑transpiled bundles).
  • .github/workflows/android-release.yml — CI: transpiles missing model bundles and publishes the APK to the GitHub release.
  • binary/ — convenience script to fetch the latest released APK.

Building

cd flutter/example
flutter build apk --release --target-platform android-arm64

The native library is built (or restored from a local cache) automatically by a Gradle hook; an Android NDK is only needed when engine sources actually change.

Credits

Built on the Cactus inference engine (Cactus Compute, Inc. — see LICENSE). Eva is maintained by Geogram.