A Jupyter-based assistant for data analysis tasks
Project description
bia-bob
BIA bob
is a Jupyter-based assistant for interacting with data using generated python code. It is based on OpenAI's API. You need an openai API account to use it.
Usage
You can initialize Bob like this:
from bia_bob import bob
Afterwards, you can ask Bob questions like this:
%bob Load blobs.tif and show it
It will then respond with a python code snippet that you can execute (see full example):
from skimage.io import imread
import stackview
image = imread('blobs.tif')
stackview.insight(image)
Known issues
If you want to ask bob
a question, you need to put a space before the ?
.
%bob What do you know about blobs.tif ?
Installation
You can install bia-bob
using pip. it is recommended to install it into via conda/mamba environment. If you have never used conda before, please read this guide first.
mamba create --name bt39 python=3.9 git
mamba activate bt39
pip install bia-bob
Similar projects
There are similar projects offering LLM-based support in Jupyter notebooks:
Issues
If you encounter any problems or want to provide feedback or suggestions, please create a thread on image.sc along with a detailed description and tag [@haesleinhuepf].
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