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

Apple Machine Learning Research
Apple Machine Learning Research
AWS News Blog
AWS News Blog
Google DeepMind News
Google DeepMind News
U
Unit 42
博客园 - 叶小钗
博客园 - 聂微东
GbyAI
GbyAI
Stack Overflow Blog
Stack Overflow Blog
有赞技术团队
有赞技术团队
aimingoo的专栏
aimingoo的专栏
D
DataBreaches.Net
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Jina AI
Jina AI
美团技术团队
The Cloudflare Blog
M
MIT News - Artificial intelligence
Microsoft Azure Blog
Microsoft Azure Blog
I
InfoQ
S
Schneier on Security
C
Check Point Blog
Project Zero
Project Zero
The Hacker News
The Hacker News
Scott Helme
Scott Helme
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
Cisco Talos Blog
Cisco Talos Blog
P
Privacy International News Feed
SecWiki News
SecWiki News
Latest news
Latest news
MongoDB | Blog
MongoDB | Blog
S
Secure Thoughts
Google Online Security Blog
Google Online Security Blog
F
Fortinet All Blogs
博客园 - 三生石上(FineUI控件)
H
Help Net Security
TaoSecurity Blog
TaoSecurity Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Last Week in AI
Last Week in AI
P
Privacy & Cybersecurity Law Blog
Forbes - Security
Forbes - Security
G
GRAHAM CLULEY
N
Netflix TechBlog - Medium
L
Lohrmann on Cybersecurity
A
About on SuperTechFans
T
The Exploit Database - CXSecurity.com
C
Cisco Blogs
PCI Perspectives
PCI Perspectives
大猫的无限游戏
大猫的无限游戏
T
Troy Hunt's Blog
H
Hacker News: Front Page
Vercel News
Vercel News

Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor GitHub - GenAI-Gurus/awesome-eu-ai-act: Curated tools, official sources, OSS, templates, and guides for EU AI Act compliance. Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders How to Switch AI Chatbots and Why You Might Want To GitHub - MattMessinger1/agentic_refund_guardrail: Safe refund policy layer for AI agents — Python + TypeScript. Same behavior, shared tests. Adam/papers/emergent_values_whitepaper.md at master · strangeadvancedmarketing/Adam Ask HN: How do you stop playing 20 questions with your AI coding tools How far can automation and AI support psychotherapy? - @theU GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits A Mac Studio for Local AI — 6 Months Later A History of the Early Years of AI at the University of Edinburgh Why AI Coding Tools Still Feel Stuck on Localhost MSN AI Datacenters Are Becoming Strategic Targets twitter.com Penn Researchers Use AI to Surface Unreported GLP-1 Side Effects in Reddit Posts Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 AI models are terrible at betting on soccer—especially xAI Grok GitHub - xialeistudio/echoic GitHub - HimashaHerath/github-dev-wrapped: AI-powered weekly GitHub activity reports deployed to GitHub Pages GitHub - alejandrobalderas/claude-code-from-source: Architecture, patterns & internals of Anthropic's AI coding agent — reverse-engineered from source maps AI and Tech brief: Ireland ascendant GitHub - Titovilal/context0: Context0 - Never Surrender Training for a Marathon with an AI Coach: What Worked and What Didn't Cyber Pulse: Agentic Intel - Apps on Google Play I Built an AI PR Reviewer That Catches Bugs by Not Looking for Bugs Gen Z workers are so fearful AI will take their job they’re intentionally sabotaging their company’s AI rollout | Fortune How AI Is Reimagining the Game of Golf–For Both Players and Courses GitHub - nattergabriel/reseed: A CLI tool for managing and distributing agent skills across projects Is SVG the final frontier? My AI workflow evolved from prompts to a near-autonomous workflow MLSharp Help - 3DGS Viewer & Generator I put my cognitive field based AI's runtime on GitHub Is Numble the first AI-proof game? A3: Kubernetes for autonomous AI agent fleets | Emergent Principles Deepali Vyas ("The Elite Recruiter") GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Unionized ProPublica staff are on strike over AI, layoffs, and wages Unleashing the Advantage of Quantum AI We're heading for an AI-fueled 'dementia crisis,' brain scientist warns The AI-Assisted Breach of Mexico's Government Infrastructure [pdf] GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. MSN GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness We gave an AI a 3 year retail lease in SF and asked it to make a profit | Andon Labs AI Code is Hollowing Out Open Source, and Maintainers are Looking the Other Way What leaked "SteamGPT" files could mean for the PC gaming platform's use of AI AI is the boss at this retail store. What could go wrong? GitHub - Wuzu11517/agentic-proxy: Local proxy meant to help reduce With Drones, Geophysics and ArtificiaI Intelligence, Researchers Prepare to Do Battle Against Land Mines A Single Operator, Two AI Platforms, Nine Government Agencies: The Full Technical Report 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - inevolin/resume-cli: Hit Claude usage limits? Resume any AI coding session elsewhere. Switch tools at zero friction. 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. How to Build a Secure AI PR Reviewer with Claude, GitHub Actions, and JavaScript This Startup Wants You to Pay Up to Talk With AI Versions of Human Experts Intel Arc Pro B70 Brings 32GB VRAM to Local AI for $949 WordPress 7.0: The Good, the AI, and the Still Missing AI on the couch: Anthropic gives Claude 20 hours of psychiatry IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures AI Agents Know About Supabase. They Don't Always Use It Right. The history and future of AI at Google, with Sundar Pichai Inside an AI‑enabled device code phishing campaign How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines AI for Systems: Using LLMs to Optimize Database Query Execution Forecasting the Economic Effects of AI Introducing Tinker: Play with AI, bring your ideas to life AI sheds light on an ancient gaming mystery People really hate AI but not as much as Iran—or Democrats | Fortune What is an AI Product Engineer? Phoebe Gates wants her $185 million AI startup to succeed with 'no ties to my privilege or my last name': 'I have a chip on my shoulder' | Fortune
GitHub - cuiheng511/filepilot-ai: 🚀 Smart File Management Tool — AI-powered file scanning, search, deduplication, and automatic organization
cui511511 · 2026-05-15 · via Hacker News - Newest: "AI"

FilePilot AI logo

A local-first AI file manager for scanning, searching, deduplicating, summarizing, and organizing your files.

Python PySide6 Search Privacy License

Version 0.4.1


Overview

FilePilot AI is a local-first desktop file manager that helps you inspect, index, search, deduplicate, summarize, and organize your local storage — all through a preview-first workflow.

Your files stay on your machine unless you explicitly choose a cloud AI provider for summarization.

Demo

FilePilot AI demo

Highlights

Smart scanning

  • Recursive directory scanning with depth controls
  • File type, category, MIME, and hash detection
  • Rich metadata: size, date, dimensions, duration
  • Respects hidden-file and .gitignore filters

Fast local search

  • Whoosh-powered full-text index
  • Keyword, fuzzy, and boolean queries
  • Filter by type, date range, and file size
  • Export results to CSV

AI summaries

  • Built-in extractors for PDF, Markdown, code, images, DOCX, XLSX, and PPTX
  • Local (Ollama, llama.cpp) or cloud AI providers (OpenAI, Anthropic)
  • Batch summary workflow for multi-file processing
  • Pluggable provider interface with unified API

Duplicate cleanup

  • Size-bucket grouping for first pass
  • Fast partial-hash pre-filter
  • Full SHA-256 content verification
  • Safe deletion via system Recycle Bin (send2trash)

Safe organization

  • Organize by file type, date, extension, or size range
  • Custom rename templates with variables
  • Preview changes before applying
  • Undo-log support for rollback

Desktop workflow

  • Native PySide6 desktop interface
  • Light and dark theme support
  • System tray integration with background file watcher
  • Toast notifications and 18 UI languages

Screenshots

Browse Search
Browse local folders Search indexed files
Organize Duplicates
Preview file organization Detect duplicate files
AI Summary Index
Generate AI summaries Manage search index

Quick Start

Requirements

  • Python 3.10 or newer
  • Windows, macOS, or Linux
  • Optional: Ollama, llama.cpp, or LM Studio for local AI
  • Optional: OpenAI, Anthropic, or any OpenAI-compatible endpoint for cloud AI

Install and Run

git clone https://github.com/cuiheng511/filepilot-ai.git
cd filepilot-ai

python -m venv .venv

# Windows
.venv\Scripts\activate

# macOS / Linux
source .venv/bin/activate

pip install -r requirements.txt
python -m filepilot.main

Development Setup

pip install -e ".[test,dev]"
pytest
ruff check .
ruff format --check .
mypy

CLI Examples

# Scan a folder
python -m filepilot.cli scan ~/Documents

# Find duplicate files
python -m filepilot.cli duplicates ~/Downloads

# Export an inventory report
python -m filepilot.cli export ~/Projects --format csv -o report.csv

# Analyze disk usage
python -m filepilot.cli disk-usage ~/

# Search indexed files
python -m filepilot.cli search ~/Documents "machine learning"

# Preview an organization plan before moving anything
python -m filepilot.cli organize ~/Downloads ~/Sorted --dry-run --rules category date

AI Providers

FilePilot AI supports both local and cloud AI providers through a unified interface. See docs/AI-PROVIDERS.md for setup guides, configuration reference, and privacy details for each provider.

Provider Mode Default URL
Ollama Local http://localhost:11434
llama.cpp / vLLM Local http://localhost:8080
LM Studio Local http://localhost:1234
OpenAI Cloud https://api.openai.com/v1
Anthropic Cloud https://api.anthropic.com
Custom endpoint Cloud / Local User-defined

Cloud providers only receive the content you choose to summarize. Local scanning, indexing, organization, and duplicate detection do not require AI.

Project Structure

filepilot-ai/
|-- filepilot/
|   |-- ai/                  # AI providers and summarization
|   |-- core/                # Scanner, indexer, organizer, duplicates, watcher
|   |-- extractors/          # PDF, Markdown, code, image, DOCX, XLSX, PPTX
|   |-- resources/           # Application icons
|   |-- styles/              # Theme manager and QSS themes
|   |-- ui/                  # PySide6 panels, tray, settings, notifications
|   |-- app.py               # Application bootstrap
|   |-- cli.py               # Command-line interface
|   |-- i18n.py              # Translation catalog
|   `-- main.py              # GUI entry point
|-- tests/                   # Unit and UI tests
|-- scripts/                 # Build scripts (Windows/macOS/Linux installers)
|-- .github/workflows/       # CI pipeline (3-platform builds)
|-- FilePilot.spec           # PyInstaller build config (Windows)
|-- pyproject.toml           # Package metadata and tooling
`-- requirements.txt         # Runtime dependencies

Architecture

flowchart LR
    UI["PySide6 UI"] --> Core["Core services"]
    CLI["CLI"] --> Core
    Core --> Scanner["File scanner"]
    Core --> Indexer["Whoosh indexer"]
    Core --> Duplicates["Duplicate finder"]
    Core --> Organizer["Organizer"]
    Core --> Watcher["Directory watcher"]
    Scanner --> Extractors["Content extractors"]
    Extractors --> Summarizer["AI summarizer"]
    Summarizer --> Providers["Local and cloud AI providers"]
    Duplicates --> send2trash["send2trash"]
    send2trash --> RecycleBin["System Recycle Bin (safe deletion)"]
Loading

Security and Privacy

Area Design
Local-first workflow File scanning, indexing, duplicate detection, and organization run locally
Optional AI Summarization can use local models or explicit cloud providers
Key storage API keys use OS keyring when available, with encrypted fallback storage
Deletion safety Duplicate removal uses the system recycle bin through send2trash
Telemetry No analytics, tracking, or background phone-home behavior

Quality Gates

The CI pipeline runs:

  • pytest — unit and UI tests
  • ruff check . — linting
  • ruff format --check . — formatting
  • mypy — static type checking
  • pip check — dependency consistency

Run the same checks locally before pushing.

Build (Cross-Platform)

FilePilot AI is packaged with PyInstaller on all three platforms. See docs/BUILD.md for complete build instructions, prerequisites, and troubleshooting.

# Quick build (auto-detect platform)
./scripts/build.sh

CI Pipeline

The GitHub Actions workflow (.github/workflows/ci.yml) automatically builds all three platforms:

Job Platform Runner Artifact Retention
build-windows Windows windows-latest .exe installer 30 days
build-linux Linux ubuntu-latest .AppImage 30 days
build-macos macOS macos-latest .dmg 30 days

Each CI run produces SHA256 checksums alongside the artifacts.

Auto-Update

FilePilot AI includes a threaded auto-update checker that queries GitHub Releases for new versions. See docs/AUTO-UPDATE.md for the full API reference and configuration details.

  • Background check every 24 hours (1 hour on failure)
  • Results cached to ~/.filepilot/update_check_cache.json
  • Fully thread-safe — runs in a daemon thread

Documentation

Guide Description
docs/BUILD.md Cross-platform build and packaging guide
docs/AI-PROVIDERS.md AI provider setup and configuration
docs/AUTO-UPDATE.md Auto-update system API reference

See docs/README.md for the full documentation index.

Roadmap

  • Application screenshots and demo GIFs
  • Summary cache with invalidation
  • Large-folder indexing performance tuning
  • More organization templates
  • More end-to-end packaging tests

Contributing

Contributions are welcome. See CONTRIBUTING.md for environment setup, style rules, and pull request guidance.

License

FilePilot AI is released under the MIT License.