ch4

Description

Exercises for Chapter 4. "Bringing components together: Haystack pipelines for different use cases"

Chapter topics covered

1. Designing a pipeline with Haystack’s design in mind

2. Sample pipeline use cases

   • Multi-Language Document Processing Pipeline
   • Audio Content Indexing and Retrieval Pipeline
   • Legal Document Discovery and Analysis Pipeline
   • Scientific Research Aggregator and Summarizer Pipeline

3. Advanced pipeline use cases

   • Adaptive Learning and Feedback Loop Pipeline
   • Cross-Modal Information Retrieval Pipeline
   • Automated Legal Contract Analysis and Negotiation Assistance Pipeline
   • Multifactorial Decision Support System for Healthcare

4. Building pipelines with Haystack

   • Extraction and preprocessing pipeline
   • Indexing pipeline
   • Question and answer pipeline
   • Pipelines with branches through routing
   • Incorporating image, sound and video into a pipeline

Directory of notebooks

1. Notebook 1: Data extraction and preprocessing pipelines
2. Notebook 2: Indexing pipelines
3. Notebook 3: Retriever pipelines with an LLM (RAG pipeline)
4. Notebook 4: Pipelines with routing