Meetily: Privacy-First AI Meeting Assistant With Local Whisper and Parakeet
Meetily (21.3k GitHub stars) transcribes and summarizes meetings entirely on your machine — Whisper/Parakeet live STT, Ollama summaries, Tauri + Rust. v0.4.0 setup guide, PRO vs Community, and honest limits for 2026.
Cloud meeting assistants send your audio to someone else's GPU. Meetily — ~21.3k GitHub stars, 2.1k forks, MIT license — takes the opposite bet: capture, transcribe, and summarize on your machine, with optional cloud LLMs only if you wire them in.
Latest release: v0.4.0 (June 5, 2026). Stack: Tauri (Rust backend + Next.js frontend), local Whisper or Parakeet for speech-to-text, and Ollama (recommended), Claude, Groq, or OpenRouter for summaries.
If you already run local dictation with Parakeet or self-host models via Ollama, Meetily extends the same privacy posture to meetings — the category where "just use Zoom AI" is often a compliance non-starter.
TL;DR: What People Are Asking
Question
Answer
Free?
Community Edition — MIT, free forever for core features
Meetily is a single self-contained app — not a SaaS dashboard with a desktop wrapper.
snippet
Meeting audio (mic + system)
│
v
Local STT ── Whisper.cpp lineage OR Parakeet (GPU)
│
v
Live transcript + local storage
│
v
Summary LLM ── Ollama (local) / Claude / Groq / OpenRouter / custom endpoint
│
v
Meeting notes on your disk
Privacy-first by architecture: recordings, transcription models, and transcripts stay local unless you explicitly route summaries to a cloud API.
Professional audio: simultaneous mic + system capture with ducking and clipping prevention — the unglamorous feature that separates usable meeting tools from demoware.
Parakeet — NVIDIA's model; ONNX conversion credited to istupakov; marketed as faster for live capture
GPU acceleration baked into builds:
macOS: Apple Silicon Metal + CoreML
Windows/Linux: NVIDIA CUDA, AMD/Intel Vulkan
No toggle maze — acceleration enables when hardware supports it.
Import & Enhance (beta)
Contributed by Jeremi Joslin; improved by Vishnu P S and Mohammed Safvan.
Import existing audio files → generate transcripts, or re-transcribe any recorded meeting with a different model or language — all local. Useful when your live pass used a fast Parakeet model but you want a higher-quality Whisper pass offline.
AI-powered summaries (provider-flexible)
Provider
Data leaves machine?
Ollama
No — recommended default
Claude / Groq / OpenRouter
Yes — transcript text to API
Custom OpenAI-compatible endpoint
Depends on your infra
This mirrors the closed vs local AI split: keep the sensitive layer (raw audio + first-pass text) local; optionally use frontier APIs only on redacted excerpts if policy allows.
Custom OpenAI endpoint
Organizations with private LLM gateways can point summaries at internal endpoints — same pattern teams use for building local-first AI workflows.
git clone https://github.com/Zackriya-Solutions/meetily
cd meetily/frontend
pnpm install
./build-gpu.sh
README also references meeting-minutes as an alternate clone path — the canonical repo is Zackriya-Solutions/meetily. You need Rust and Node.js; see the repo's Building on Linux docs for distro-specific deps.
If you're comparing to Screenpipe-style continuous capture tools, Meetily is meeting-scoped — optimized for scheduled calls and explicit recording sessions, not 24/7 screen indexing.
Meetily PRO vs Community Edition
Community Edition promises to stay free and open source forever with local transcription, summaries, and core UX.
Meetily PRO (meetily.ai/pro) is a separate codebase targeting professionals and teams:
PRO feature
Community
Higher-accuracy transcription models
Standard Whisper/Parakeet
Custom summary templates
Default templates
PDF / DOCX / Markdown export
Basic export
Auto-detect and join meetings
Manual capture
Speaker diarization
Planned PRO (was targeted mid-June 2026)
Chat with meetings
Coming soon (PRO)
Calendar integration
Coming soon (PRO)
Self-hosted team deployment
Individual local app
GDPR audit trails
Privacy-by-design CE
LAUNCH20 — 20% off PRO until the next Community Edition release (community thank-you coupon).
Enterprise — 100+ users, managed compliance — separate sales path.
Honest framing: PRO is how Zackriya monetizes while keeping CE open. If you need speaker labels today, check PRO status or plan manual speaker tags in CE transcripts.
Privacy and Compliance Angles
Recent repo work matters for evaluators:
fix: make analytics opt-in by default — telemetry off unless you enable it
PRIVACY_POLICY.md in repo — read before enterprise rollout
Local-first STT — audio never required to hit a vendor cloud for transcription
Summary provider choice — compliance team can mandate Ollama-only configs
Contrast with Aleph Neuro silent speech research (private input) or FluidVoice (private dictation): Meetily covers the meeting-length, dual-channel audio problem — harder storage and retention rules.
Limitations (Read Before You Rely on It)
Risk
Detail
Issue backlog
179 open issues, 82 open PRs — expect rough edges
Linux = source build
No universal binary; GPU setup is on you
Summary cloud leakage
Easy to misconfigure Claude/Groq and exfiltrate transcripts
PRO feature drift
Diarization/calendar still "coming soon" on marketing pages
Model disk space
Whisper + Parakeet + Ollama models = multi-GB
Meeting platform detection
Auto-join is PRO; CE is manual
No GitHub Packages
Releases only — track semver on Releases tab
Meetily is not a replacement for legal hold, e-discovery, or regulated healthcare transcription without your own validation pass.
Open-source contributors who can patch Rust STT pipelines
Poor fit:
Teams wanting zero-setup cloud sync and shared workspaces out of the box
Users who will not manage GPU drivers or model downloads
Organizations needing certified diarization today without PRO evaluation
The Bottom Line
Meetily is the most starred open-source, local-first meeting assistant in mid-2026 — 21.3k stars for a reason. v0.4.0 delivers real-time Whisper/Parakeet transcription, Import & Enhance re-runs, and flexible summary routing with Ollama as the privacy-preserving default.
It inherits DNA from whisper.cpp and Screenpipe, ships as a polished Tauri app, and draws a clear line between free Community Edition and commercial PRO.
Fork it if you need control. Install the dmg/exe if you want notes without sending audio to the cloud. Read the open issues before you bet your compliance story on CE alone.
