# LUIS Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/luis
> Markdown URL: https://aitinkerers.org/technologies/luis.md
> Technology record last updated: 2026-03-02T16:01:27Z
> Generated: 2026-09-22T14:43:08Z

Language Understanding (LUIS) is a cloud-based conversational AI service that applies machine learning to natural language text to predict overall meaning and pull out relevant, detailed information.

Microsoft Azure's LUIS (Language Understanding) enables developers to build custom NLP models without a data science degree. By defining specific intents (actions) and entities (key data points), users can transform unstructured sentences into structured JSON data. It integrates natively with the Bot Framework and supports 13+ languages, allowing applications to handle complex user requests like 'Book a flight to Seattle for next Tuesday' with high precision. While Microsoft is transitioning core functionality to Azure Cognitive Service for Language, LUIS remains a benchmark for intent classification and entity extraction in legacy and enterprise conversational architectures.

- Official technology site: https://www.luis.ai
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Deepgram (Community Demo Pit)](https://seattle.aitinkerers.org/talks/rsvp_MZOrhBz-sLA)

Stop by the community demo pit to check out amazing demos from Deepgram! Deepgram is a pioneering voice AI platform offering cutting-edge APIs for speech-to-text, text-to-speech, and language understanding. Their lightning-fast, highly accurate speech recognition and natural-sounding voice synthesis enable developers to build sophisticated voice AI applications with ease. Deepgram’s GPU-optimized infrastructure provides unparalleled speed and cost-efficiency, making it up to 40x faster and 3-5x cheaper than alternatives. From conversational AI to medical transcription, Deepgram empowers developers to unlock the full potential of voice data at scale.

- Event context: AI Tinkerers Summer Social - August 2024 — 2024-08-16 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_MZOrhBz-sLA

## Related Technologies

- [BERT](https://aitinkerers.org/technologies/bert) ([Markdown](https://aitinkerers.org/technologies/bert.md)) — 179 public demos
- [Conversational AI](https://aitinkerers.org/technologies/conversational-ai) ([Markdown](https://aitinkerers.org/technologies/conversational-ai.md)) — 5 public demos
- [Deepgram](https://aitinkerers.org/technologies/deepgram) ([Markdown](https://aitinkerers.org/technologies/deepgram.md)) — 11 public demos
- [GPT-4](https://aitinkerers.org/technologies/gpt-4) ([Markdown](https://aitinkerers.org/technologies/gpt-4.md)) — 529 public demos
- [NLTK](https://aitinkerers.org/technologies/nltk) ([Markdown](https://aitinkerers.org/technologies/nltk.md)) — 4 public demos
- [RoBERTa](https://aitinkerers.org/technologies/roberta) ([Markdown](https://aitinkerers.org/technologies/roberta.md)) — 118 public demos
- [spaCy](https://aitinkerers.org/technologies/spacy) ([Markdown](https://aitinkerers.org/technologies/spacy.md)) — 10 public demos
- [Speech-to-Text](https://aitinkerers.org/technologies/speech-to-text) ([Markdown](https://aitinkerers.org/technologies/speech-to-text.md)) — 10 public demos
- [Text-to-Speech](https://aitinkerers.org/technologies/text-to-speech) ([Markdown](https://aitinkerers.org/technologies/text-to-speech.md)) — 16 public demos
- [Transformers](https://aitinkerers.org/technologies/transformers) ([Markdown](https://aitinkerers.org/technologies/transformers.md)) — 148 public demos
- [XLNet](https://aitinkerers.org/technologies/xlnet) ([Markdown](https://aitinkerers.org/technologies/xlnet.md)) — 3 public demos