notebooks/README.md

📓 Notebooks

Jupyter/Colab notebooks to create the Search pipeline and generate questions, using 🔍 Haystack.

Indexing and pipeline creation

This notebook is inspired by "Build Your First QA System" tutorial, from Haystack documentation.

Here we use a collection of articles about Twin Peaks to answer a variety of questions about that awesome TV series!

The following steps are performed:

• load and preprocess data
• create (FAISS) document store and write documents
• initialize retriever and generate document embeddings
• initialize reader
• compose and try Question Answering pipeline
• save and export (FAISS) index

Question generation

This notebook is inspired by Question Generation tutorial, from Haystack documentation.

Here we use a collection of articles about Twin Peaks to generate a variety of questions about that awesome TV series!

The following steps are performed:

• load data
• create document store and write documents
• generate questions and save them