# Groq API Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/groq-api
> Markdown URL: https://aitinkerers.org/technologies/groq-api.md
> Technology record last updated: 2026-09-18T14:19:48Z
> Generated: 2026-09-20T20:37:03Z

Groq API delivers ultra-low-latency LLM inference, powered by the proprietary LPU (Language Processing Unit) Inference Engine.

This is the world's fastest AI inference platform, providing API access to leading open-source models (Llama, Mixtral, Gemma). The proprietary LPU architecture is the key: it delivers performance up to 18x faster than traditional GPUs. Expect ultra-low latency and high throughput, with speeds reaching 300-500 tokens per second on models like Mixtral-8x7B. The API is OpenAI-compatible, ensuring fast, simple integration for production-ready AI applications.

- Official technology site: https://console.groq.com
- Public AI Tinkerers demos and talks: 4
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Taskless: I Stopped Writing Tasks and Let My Notes Do It](https://islamabad-rawalpindi.aitinkerers.org/talks/rsvp_R83DVSpQNFA)

Taskless is a local automation that reads my raw, messy Obsidian thought-dumps and turns them into ClickUp tasks on its own, no manual task entry, no project-manager busywork. Live, I'll drop a real note dump into the watched vault and you'll watch n8n pick it up, the LLM classify each line as new / done / progress / ignore, and ClickUp create new tasks and close finished ones in real time from plain prose like "fixed the auth login bug today." I'll show the working n8n workflow, the LLM classification + dedup-by-hash steps, the execution logs as it runs, and the repo.

- Event context: AI Tinkerers Islamabad - July 18, 2026 — 2026-07-18 — Islamabad Rawalpindi
- Public talk page: https://islamabad-rawalpindi.aitinkerers.org/talks/rsvp_R83DVSpQNFA

### [GitFlix](https://dubai.aitinkerers.org/talks/rsvp_NOm-XVCUWNY)

GitFlix is an AI-powered developer tool that transforms any GitHub repository's commit history into a cinematic documentary-style video narration. For the demo, I'll show a working system, you paste a GitHub repo URL, the backend ingests the full commit history via the GitHub API, an analytics engine detects contribution eras, character arcs, and hero commits, a LangChain agent generates a structured script and Remotion renders it into an actual video with scenes, narration and transitions. I'll walk through the live app, the LangChain agent reasoning, and the architecture end to end.

- Event context: AI Tinkerers Dubai - May Demo Day — 2026-05-23 — Dubai
- Public talk page: https://dubai.aitinkerers.org/talks/rsvp_NOm-XVCUWNY

### [Developing AI Solutions for Busy Parents](https://toronto.aitinkerers.org/talks/rsvp_U3SKG6WnAN4)

Last year I was overwhelmed by all the lengthy emails I received as a parent. I just wanted a tool that would pull out key information and dates. I couldn't find one, so I decided to develop it myself. I'll present a demo of the tool as well as my Jupyter notebooks that show the technical process, including selecting the right model for my project, developing an evaluation methodology, scoring metrics, and my product design process.

- Event context: AI Tinkerers Toronto - April 2025 Meetup at Shopify — 2025-04-24 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_U3SKG6WnAN4

### [AI-Driven Triage Automation: Voice-to-Text with Groq for Emergency Care](https://dubai.aitinkerers.org/talks/rsvp_RQGteQRFzsM)

This session will dive into how Groq's AI models can be applied to automate triage documentation in emergency care. Using a real-world implementation, we’ll demonstrate how paramedic or doctor statements can be transcribed using the Whisper-large-v3 model, and automatically converted into structured JSON data for patient records. The code leverages Groq’s transcription capabilities and LLaMA3-70B for generating structured data that populates triage forms, saving critical time in emergencies. The presentation includes a detailed walkthrough of the code, covering everything from uploading the audio file to generating the structured output, along with a live demo.

- Event context: AI Tinkerers - Dubai Inaugural Meetup (September) — 2024-09-07 — Dubai
- Public talk page: https://dubai.aitinkerers.org/talks/rsvp_RQGteQRFzsM

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