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haystack-tutorials

Haystack Tutorials

deepset-ai / haystack-tutorials

Here you can find all the Tutorials for Haystack 📓

363 122 Language: Jupyter Notebook License: Apache-2.0 Updated: 1mo ago
generative-qa haystack llm nlp semantic-search text-generation tutorials
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README

Haystack Tutorials

Blue logo of a stylized white 'H' with the text 'Haystack, by deepset.' Abstract blue diagrams in the background.

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.

Run Tutorials Nightly
Publish tutorials on Haystack Home

Tutorials

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