neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
Read your Telegram unread. Without reading it.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Read your Telegram unread. Without reading it.
A local CLI that turns Telegram chats, YouTube videos, web pages,
and files into reports with citations — using whichever LLM
you keep an API key for.
You have 47 unread Telegram groups. You will never read them.
You will now.README 전문 보기 ↗unread turns Telegram chats, YouTube videos, web pages, voice messages and files into short reports, with every claim linked back to the message, paragraph or timestamp it came from. It runs on your own machine or server, with whichever AI you have a key for: OpenAI, Anthropic, Google Gemini, OpenRouter or a local model.
Use it two ways:
unread @somegroup --last-days 7 gives you a report on the week.curl -fsSL https://raw.githubusercontent.com/maxbolgarin/unread/main/scripts/install.sh | bash
unread init # pick an AI provider and paste its key; Telegram is optional
unread @somegroup --last-days 7 # a Telegram chat, channel or forum
unread "https://youtu.be/jmzoJCn8evU" # a YouTube video
unread "https://paulgraham.com/greatwork.html" # a web page
unread ./meeting.mp3 # a file: audio, video, PDF, DOCX, image…
unread ask <any of the above> "your question" # ask instead of summarize
unread dump <any of the above> # save the original text, no AI
Here is a real report: two weeks of
@thehackernews, 99 messages, $0.016.
More: install options · sources · every command
One command on a server (a small VM is plenty). It installs Docker if needed, asks a few questions and starts the bot:
curl -fsSL https://raw.githubusercontent.com/maxbolgarin/unread/main/scripts/install-bot-docker.sh | bash
You need a bot token from @BotFather, an AI
key, and a Telegram API id + hash (free at
my.telegram.org; the bot needs them to
download files over 20 MB). You don't need to log in to your own
Telegram account; do that later only if you want the bot to read
t.me/… chat links too. Afterwards, unread-bot status | logs | update | config | users
manages it, and /settings in the bot picks the AI model.
Already use the CLI? Skip Docker and run the bot from it; it becomes a systemd service where the machine has one:
unread bot setup && unread bot start
More: what the bot does · other ways to deploy it (Compose by hand, systemd, your own computer)
~/.unread/, and keys can be encrypted at rest. Only your AI provider sees the text you analyze, and --redact strips phone numbers, emails and card numbers first.--max-cost / --dry-run keep the bill in check.| Provider | Notes |
|---|---|
| OpenAI | The default. Also transcribes voice and video. |
| Anthropic, Google Gemini | Analysis and images. Add an OpenAI key for voice and video. |
| OpenRouter | One key, many models. |
| Local (Ollama, LM Studio, vLLM) | Any OpenAI-compatible server; the AI runs on your own hardware. |
Switch any time with unread settings, or /settings in the bot.
| Guide | What's in it |
|---|---|
| Install | Install options, first-run setup, where files live |
| Sources | Telegram, YouTube, web pages, files, presets, fact-checking |
| CLI reference | Every command and flag |
| Configuration | Languages, models, cost and caching, troubleshooting |
| Telegram bot | What it does, its commands and settings |
| Deploying the bot | Docker installer, Compose, systemd, Telegram session |
| Security | Threat model, encrypted secrets, PII redaction |
The same guides are on the website.
Pull requests are welcome. CONTRIBUTING.md covers the dev setup, lint and tests; report vulnerabilities as described in SECURITY.md. Issues and ideas: https://github.com/maxbolgarin/unread/issues.
Built on Telethon, yt-dlp, trafilatura, Typer, Rich and uv.
Apache 2.0, see LICENSE.