AI Agents
Voice Receptionist for Small Clinics
A voice agent answers calls, books appointments and handles FAQs
Advanced30h2–4
WhisperLLMTTS
15/20Agentic Meeting Assistant
Turns a 45-minute meeting into clear decisions and assigned tasks.
Advanced48h2–4 people16/20 fit
Build Agentic Meeting Assistant for remote teams and product managers in ~48h with 2–4 people. Stack: Next.js + Whisper + LangChain.
Why it wins: Shows real agent behavior instead of a simple summary. Clear before/after.
Build flow
01 · Problem
After a meeting, the notes are long and messy. Action items get lost and people forget what was decided.
02 · Solution
Paste or upload a transcript. An agent extracts decisions, assigns owners, and creates follow-up tasks.
03 · Build
- 1Transcribe audio (Whisper)
- 2Agent extracts decisions + tasks
- 3Map owners from speakers
- 4Push tasks to a board
04 · Demo
Paste a real meeting transcript → show extracted decisions + tasks with owners in under 30 seconds.
MVP checklist
- Audio or transcript upload
- Decision extraction
- Tasks with owners
- Follow-up drafts
Tech stack
| Tech | Role | |
|---|---|---|
| Next.js | Frontend + API routes | Web |
| Whisper | Speech-to-text | AI |
| LangChain | Agent orchestration | AI |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
Related ideas
More AI AgentsAI Agents
Agent Tool Permission Gateway
Put a policy layer between agents and tools so risky actions need approval
Advanced26h1–3Node.jsMCP SDKPostgres16/20Ask questions about a dataset and the agent writes and runs Python to answer
Advanced26h1–3PyodideLLMNext.js15/20