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 | | |