RAG pipeline

This example uses a local Haystack pipeline with an in-memory document store and BM25 retrieval.

Requirements

• Python 3.10+

Steps for running this example in the shell

1. Install dependencies:

python -m venv .venv

# macOS/Linux:
source .venv/bin/activate

# Windows Command Prompt:
.venv\Scripts\activate.bat

# Windows PowerShell:
.venv\Scripts\Activate.ps1

pip install -r requirements.txt

2. Run the script:

python haystack_rag_pipeline.py

Output

Question: How do I keep notes organized?
Retrieved context:
- Organizing with tags: Use tags to group related notes and keep the workspace tidy.
- Archiving old notes: Archive finished notes instead of deleting them so they stay searchable.