Haystack is an open source framework by deepset for building production-ready LLM applications, retrieval-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.
| Name | Use case | Available online | Haystack Version |
|---|---|---|---|
| Explore the world | Question Answering | ❌ | 1.0 |
| Air-gapped rest_api | Deployment | ❌ | 1.0 |
| Healthcare | Question Answering | ❌ | 1.0 |
| Qdrant Indexing | Question Answering | ❌ | 2.0 |
| Name | Use case | Available online |
|---|---|---|
| 🧑🏫 AutoQuizzer | Content Generation | Link |
| Hacker News Post Summaries 🧡 | Summarization | Link |
| Captionate 📸 | Image-to-Text | Link |
| Fact Checking 🎸 Rocks! | Entailment Check | Link |
| Should I Follow on Mastodon? 🐤 | Content Generation | Link |
| Search All Docs 🔎 | RAG | Link |