Haystack Tutorials

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.

Tutorials

Code	Colab
Your First QA Pipeline with Retrieval-Augmentation
Generating Structured Output with Loop-Based Auto-Correction
Serializing Pipelines
Preprocessing Different File Types
Metadata Filtering
Classifying Documents & Queries by Language
Creating a Hybrid Retrieval Pipeline
Build an Extractive QA Pipeline
Evaluating RAG Pipelines
Building Pipelines with Conditional Routing
Embedding Metadata for Improved Retrieval
Building a Chat Application with Function Calling
Query Classification with TransformersTextRouter
Retrieving a Context Window Around a Sentence
Build a Tool-Calling Agent
Creating Custom SuperComponents
Creating a Multi-Agent System with Haystack