yt-brain 0.1.0

YouTube knowledge brain — ingest, classify, and curate your YouTube activity

yt-brain

Turn passive YouTube watching into active knowledge.

yt-brain ingests your YouTube watch history, classifies videos by genre and channel, and provides an interactive dashboard to explore your viewing patterns.

Features

• Semantic search — find videos by meaning, not just keywords (powered by sentence-transformers + sqlite-vec)
• Genre classification — automatic categorization using YouTube categories and keyword analysis
• Interactive dashboard — filter by genre, channel, time range, and starred channels simultaneously
• Incremental sync — stay current with new watches via yt-dlp browser cookie integration
• AI-powered clustering — discover viewing patterns with HDBSCAN + Claude-generated topic names
• Google Takeout import — bulk import your full watch history

Install

pip install yt-brain

Installation & Setup Guide — yt-brain requires external tools and API keys. Follow the setup guide before first use.

Commands

Command	Description
ingest takeout <path>	Import from Google Takeout (zip or directory)
ingest video <url>	Add a single video by URL
sync [--browser chrome]	Fetch and add new videos since last sync
embed [--rebuild]	Generate semantic embeddings for search
cluster [--rebuild]	Run topic clustering on embedded videos
dashboard [--port 5555]	Launch web dashboard
doctor	Check that prerequisites are installed and configured
status	Show video counts by engagement tier
classify	Run engagement classification
backfill-channels	Fill missing channel names
backfill-categories	Fill missing categories (needs API key)
backfill-dates	Fill missing dates (needs API key)
backfill-descriptions	Fill missing descriptions (needs API key)
transcript <video_id>	Fetch transcript via yt-dlp
config	Show current configuration

Dashboard

The web dashboard provides:

• Genre Breakdown with checkboxes to filter by genre
• Channel Breakdown with clickable links to YouTube
• Semantic Search — find videos by topic or concept, not just exact words
• Time filter dropdown (1 day, 1 week, 1 month, 6 months, 1-5 years, all)
• Date range display based on actual watch dates

Search Syntax

Query	Behavior
machine learning	Semantic search — finds related videos by meaning
"kubernetes"	Semantic + exact match on "kubernetes" in title or description
title:"Claude"	Exact match in title only (case-insensitive)
desc:"tutorial"	Exact match in description only
channel:"3Blue1Brown"	Exact match in channel name
AI agents title:"python"	Semantic search for "AI agents", filtered to titles containing "python"

Architecture

Hexagonal architecture with swappable infrastructure adapters:

src/yt_brain/
├── cli.py                  # Typer CLI entry point
├── domain/                 # Pure models, classification logic
├── application/            # Service orchestration
├── infrastructure/         # SQLite, YouTube API, Takeout parser, yt-dlp
└── web/                    # Flask dashboard, genre classifier

Data stored in SQLite at ~/.config/yt-brain/yt-brain.db.

Contributing

See CONTRIBUTING.md for development setup and guidelines.

License

MIT