{"id":47729348,"url":"https://github.com/flexion/meeting-summarizer","last_synced_at":"2026-04-02T21:17:06.874Z","repository":{"id":344000306,"uuid":"1133170206","full_name":"flexion/meeting-summarizer","owner":"flexion","description":null,"archived":false,"fork":false,"pushed_at":"2026-03-21T18:21:22.000Z","size":363,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-03-22T07:55:08.867Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/flexion.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-01-13T01:26:07.000Z","updated_at":"2026-03-21T18:21:27.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/flexion/meeting-summarizer","commit_stats":null,"previous_names":["flexion/meeting-summarizer"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/flexion/meeting-summarizer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flexion%2Fmeeting-summarizer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flexion%2Fmeeting-summarizer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flexion%2Fmeeting-summarizer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flexion%2Fmeeting-summarizer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/flexion","download_url":"https://codeload.github.com/flexion/meeting-summarizer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flexion%2Fmeeting-summarizer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31316434,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-02T12:59:32.332Z","status":"ssl_error","status_checked_at":"2026-04-02T12:54:48.875Z","response_time":89,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-04-02T21:17:06.213Z","updated_at":"2026-04-02T21:17:06.864Z","avatar_url":"https://github.com/flexion.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Live Audio Transcription\n\nReal-time audio transcription using faster-whisper and BlackHole for macOS. Capture and transcribe audio from your microphone, system audio, or any application. Includes a web UI and a headless Zoom bot for automatic meeting transcription.\n\n![Demo](docs/assets/demo.gif)\n\n\u003e **Three ways to use it:** CLI for quick recordings, Web UI for a visual experience, or Zoom Bot for hands-free meeting capture.\n\n## Prerequisites\n\n- macOS (tested on macOS 10.15+)\n- Python 3.10+\n- [uv](https://docs.astral.sh/uv/): `brew install uv` or `curl -LsSf https://astral.sh/uv/install.sh | sh`\n- System dependencies:\n  ```bash\n  brew install ffmpeg portaudio blackhole-2ch\n  ```\n\n### BlackHole Setup\n\nBlackHole routes audio between applications. To capture system audio (Zoom, YouTube, etc.):\n\n1. Open **Audio MIDI Setup** (Applications \u003e Utilities)\n2. Click **+** \u003e Create **Multi-Output Device**\n3. Check **BlackHole 2ch** and your speakers/headphones\n4. Set the Multi-Output Device as your system output\n\nSee [BlackHole docs](https://github.com/ExistentialAudio/BlackHole) for more details.\n\n## Installation\n\n```bash\ngit clone \u003crepository-url\u003e\ncd meeting-summarizer\nbrew install ffmpeg portaudio blackhole-2ch   # system deps (macOS)\nmake setup                # creates .venv with uv\nsource .venv/bin/activate\nmake install              # production deps\nmake install-dev          # dev deps + pre-commit hooks (optional)\n```\n\n\u003e **Note:** `make install` and `make install-dev` will check for required system\n\u003e dependencies (portaudio, ffmpeg) and fail with a helpful message if they are missing.\n\nOptionally copy `.env.example` to `.env` to customize settings (model size, compute type, etc.).\n\n## Architecture\n\n![Architecture](docs/assets/architecture.svg)\n\n## Usage\n\n### CLI\n\n```bash\nmake run                  # record + transcribe live audio\n# or: uv run python transcribe_live.py\n\n# Transcribe an existing audio file\nuv run python transcribe_live.py --transcribe-audio path/to/audio.wav\n\n# Summarize a transcript\nuv run python transcribe_live.py --summarize transcripts/transcript_*.txt\n\n# Chat with a transcript\nuv run python transcribe_live.py --chat transcripts/transcript_*.txt\n```\n\n### Web UI\n\n```bash\nmake run-web              # starts FastAPI server at http://127.0.0.1:8000\n```\n\n### Zoom Bot\n\n```bash\nmake install-playwright   # one-time browser install\n\n# Join a meeting (headed mode, runs until Ctrl+C)\nmake run-audio-test URL=\"https://zoom.us/j/123\" HEADED=1\n\n# With a time limit\nmake run-audio-test URL=\"https://zoom.us/j/123\" HEADED=1 DURATION=60\n\n# Join a specific breakout room\nmake run-breakout-test URL=\"https://zoom.us/j/123\" ROOM=\"Room 1\"\n```\n\n## Development\n\n```bash\nmake format               # ruff format + autofix\nmake lint                 # ruff check\nmake type-check           # mypy\nmake test                 # pytest with coverage\nmake audit                # pip-audit\nmake clean                # remove caches and build artifacts\n```\n\n## Configuration\n\nSettings are controlled via environment variables (`.env` file):\n\n| Variable | Default | Description |\n|----------|---------|-------------|\n| WHISPER_MODEL | large-v3-turbo | tiny / base / small / medium / large-v3 / large-v3-turbo |\n| DEVICE | cpu | cpu / cuda |\n| COMPUTE_TYPE | int8 | int8 / float16 / float32 |\n| OUTPUT_DIR | transcripts | Where recordings and transcripts are saved |\n| AWS_REGION | us-east-1 | AWS region for Bedrock summarization |\n| BEDROCK_MODEL_ID | (see .env.example) | Claude model for summarization/chat |\n| AUTO_SUMMARIZE | true | Auto-generate summary after transcription (true/false) |\n\nZoom bot settings: `PLAYWRIGHT_HEADLESS`, `PLAYWRIGHT_TIMEOUT`, `PLAYWRIGHT_DEBUG` (see `.env.example`).\n\n## License\n\n(To be determined)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflexion%2Fmeeting-summarizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fflexion%2Fmeeting-summarizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflexion%2Fmeeting-summarizer/lists"}