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

Microsoft Azure Blog
Microsoft Azure Blog
S
Securelist
V
Vulnerabilities – Threatpost
C
Cyber Attacks, Cyber Crime and Cyber Security
Schneier on Security
Schneier on Security
Cyberwarzone
Cyberwarzone
Simon Willison's Weblog
Simon Willison's Weblog
Hacker News - Newest:
Hacker News - Newest: "LLM"
P
Palo Alto Networks Blog
T
Troy Hunt's Blog
SecWiki News
SecWiki News
Security Archives - TechRepublic
Security Archives - TechRepublic
T
The Blog of Author Tim Ferriss
Project Zero
Project Zero
Microsoft Security Blog
Microsoft Security Blog
The Register - Security
The Register - Security
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
J
Java Code Geeks
F
Full Disclosure
阮一峰的网络日志
阮一峰的网络日志
www.infosecurity-magazine.com
www.infosecurity-magazine.com
Attack and Defense Labs
Attack and Defense Labs
Know Your Adversary
Know Your Adversary
WordPress大学
WordPress大学
PCI Perspectives
PCI Perspectives
N
News | PayPal Newsroom
The Last Watchdog
The Last Watchdog
酷 壳 – CoolShell
酷 壳 – CoolShell
P
Privacy & Cybersecurity Law Blog
P
Proofpoint News Feed
V
Visual Studio Blog
C
CERT Recently Published Vulnerability Notes
H
Help Net Security
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
云风的 BLOG
云风的 BLOG
月光博客
月光博客
T
The Exploit Database - CXSecurity.com
I
InfoQ
大猫的无限游戏
大猫的无限游戏
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
U
Unit 42
腾讯CDC
小众软件
小众软件
V2EX - 技术
V2EX - 技术
罗磊的独立博客
Cloudbric
Cloudbric
Recorded Future
Recorded Future
IT之家
IT之家
Google DeepMind News
Google DeepMind News
C
CXSECURITY Database RSS Feed - CXSecurity.com

Show HN

CSP Radar GitHub - awebai/aweb-team-coord-worktrees: An aweb team template for a minimum team with a permanent coordinator and worktrees with local developers. GitHub - fujibee/agmsg GitHub - lucastononro/notify: 100% local, free, offline attention skill for Claude Code: plays a sound and speaks a short status update when a long task finishes, blocks, or needs a decision. GitHub - sebastianwessel/skills: AI Skills tivatdoar / workout-to-work · GitLab GitHub - enumura1/py-sql-cleaner: Find, format, and safely extract embedded SQL from Python files. GitHub - intent-bench/intent-bench: Intent fulfillment benchmark for agentic AI engineering GitHub - steveking-gh/firmion: Firmion is DSL and engine for firmware image generation. GitHub - villagesql/villagesql-skills: Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin GitHub - 0gsd/enough: a personal language system for planning, writing, and translation. GitHub - Kaelio/ktx: ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semantic layer GitHub - ThatXliner/xtras: Xliner's Claude Code Skills GitHub - flightdeckhq/flightdeck: Observability and control plane for AI agents. GitHub - search-router/simple-search: Open-source reference app on top of the Search Router API: FastAPI + Jinja metasearch service with pluggable backends, deterministic mocks (no API key needed), RTL UI, Redis cache, and a demo ads cabinet. CSP Radar GitHub - Light-Heart-Labs/DreamServer: Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. GitHub - Diplomat-ai/diplomat-agent-ts: What can your TypeScript AI agent do to the real world? Scan your code. See which tool calls have zero checks Code Block Selector - Visual Studio Marketplace Prometheus dependency graph — interactive showcase | Riftmap Show HN: I made a vi-like modal keyboard plugin for Figma GitHub - run-llama/liteparse: A fast, helpful, and open-source document parser GitHub - dalemyers/Roar: A macOS CLI tool for notifications GitHub - district-solutions/open-agent-tools-coder: Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models. GitHub - progapandist/stripeek: A local TUI proxy for real-time Stripe API debugging, built for navigating complex payloads fast. GitHub - sir1st/hermes-desktop: All-in-one cross-platform desktop app for Hermes Agent — bundles Python + hermes-agent + hermes-web-ui GitHub - astefanutti/shaderbang: Shebang for Shaders Show HN: Generate Claude Code Workflows using Spec Driven Development approach GitHub - nixys/nxs-universal-chart: The Helm chart you can use to install any of your applications into Kubernetes/OpenShift Show HN: AI agents for UK GDAD PCF roles and their skills The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code. GitHub - tamerh/enju: Coordinating Humans, AI Agents, and Compute as Peers on a Shared Workflow Graph Show HN: Continuity-auth – Respect-weighted rate limits for the open web GitHub - luml-ai/luml: AI lifecycle platform where engineers and agents track experiments, train models, and ship to production. GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. Typing Mastery — climb toward 100+ WPM, deliberately GitHub - Andebugulin/Awareen GitHub - fayzan123/claude-workflow-composer: Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skills and MCPs, wire handoffs, export to .claude/ GitHub - StackOneHQ/stack-nudge We hardened an LLM agent. Each defense we added made it more exploitable. GitHub - alkait/WhatsKept: Agent-queryable WhatsApp history from an iOS backup — a single Go binary. GitHub - octelium/cordium: Open-source, general-purpose sandbox platform for devs and AI agents that provides identity-based secure access to infrastructure without credentials. GitHub - scosman/videowright: Build animated explainer videos with your coding agent GitHub - dipankar/dscode: The code editor you can take apart. GitHub - zoharbabin/web-researcher-mcp: MCP server (Go) for AI assistants: web search, content extraction, academic/patent/news research. Multi-provider routing, 4-tier scraping, search lenses. Works with Claude, Cursor, and any MCP client. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - Lumen-Labs/brainapi2: 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. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. make sidebar/address bar rounded corner toggleable
GitHub - geograms/eva: Offline personal assistant
nunobrito · 2026-06-16 · via 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.