Haystack is an open source NLP framework by deepset to help you build production ready search systems or applications powered by various NLP tasks such as Question Answering. Haystack is designed to help you build systems that work intelligently over large document collections. It achieves this with the concept of Pipelines consisting of various Nodes such as a DocumentStore, a Retriever and a Reader.

This is the repository where we keep all the Haystack tutorials 📓 👇 These tutorials are also published to the Haystack Website

To contribute to the tutorials please check out our Contributing Guidelines

Name	Colab	Source Code
Basic QA Pipeline		Source Code
Fine Tune a Model on Your Data		Source Code
Basic QA Pipeline Without Elasticsearch		Source Code
FAQ Style QA		Source Code
Evaluation		Source Code
Better Retrieval via Embedding Retrieval		Source Code
RAG Generator		Source Code
Preprocessing		Source Code
DPR Training		Source Code
Knowledge Graph		Source Code
Pipelines		Source Code
Long-Form Question Answering		Source Code
Question Generation		Source Code
Query Classifier		Source Code
Table QA		Source Code
Document Classifier at Index Time		Source Code
Audio		Source Code
Generative Pseudo Labeling		Source Code
Text-to-Image search		Source Code