gesserit 0.3.1

Inspect retrieval results

Gesserit

A tiny utility to inspect retrieval results.

Installation

Install gesserit from PyPI using your favorite package manager:

pip install gesserit
# or
uv add gesserit

Usage

Create a search function that returns a list of SearchItem objects, then launch the web UI. Any typed parameters in your search function will be displayed as inputs in the UI:

from gesserit import Gesserit, SearchItem

def search_function(param_1: str, param_2: int = 10, param_3: bool = False):
    # Your search implementation here
    return [
        SearchItem(text="chunk text 1", metadata={"id": "1"}), 
        SearchItem(text="chunk text 2", metadata={"id": "2"})
    ]

app = Gesserit(search_function=search_function)
app.run()  # Accepts any uvicorn parameters

BEIR example

Run uv run examples/beir_nfcorpus.py to see a simple example using gesserit to inspect retrieval results. This example demonstrates text search on the NFCorpus dataset using LanceDB full-text search.
UI looks like this:

Image Search Example

Run uv run examples/clip.py to see a simple example using gesserit to inspect image search results. This example demonstrates image search on the Mini-ImageNet dataset using CLIP. UI looks like this: