deepset-ai / haystack-demos

Fully working applications that demonstrate how to use Haystack to implement common NLP use cases
Apache License 2.0
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nlp python question-answering semantic-search

Haystack Demos

Green logo of a stylized white 'H' with the text 'Haystack, by deepset. Haystack 2.0 is live 🎉' Abstract green and yellow diagrams in the background.

Haystack is an open source framework by deepset for building production-ready LLM applicationsretrieval-augmented generative pipelines and state-of-the-art search systems that work intelligently over large document collections. It lets you quickly try out the latest models in natural language processing (NLP) while being flexible and easy to use.

This repository contains fully functional applications that demonstrate how to use Haystack for implementing a range of NLP use cases, from advanced LLM-driven solutions to practical natural language processing tasks. Some of these applications are available online, while all of them can be run locally. For more details, visit Haystack Demos.

Demo apps

In this repository

Name Use case Available online Haystack Version
Explore the world Question Answering :x: 1.0
Air-gapped rest_api Deployment :x: 1.0
Healthcare Question Answering :x: 1.0
Qdrant Indexing Question Answering :x: 2.0

Other cool demos 😎

Name Use case Available online
🧑‍🏫 AutoQuizzer Content Generation Link
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Captionate 📸 Image-to-Text Link
Fact Checking 🎸 Rocks! Entailment Check Link
Should I Follow on Mastodon? 🐤 Content Generation Link
Search All Docs 🔎 RAG Link