BiA-Bob

bia_bob is a Python library that connects Jupyter with large language models (LLM) and custom bio-image analysis instructions.

When using bia-bob to prompt LLMs, the prompts you enter including existing variable names etc. are sent to the LLM provider. Do not submit any sensitive, secret or private information. Also check bia-bob’s code recommendations before executing them. LLMs make mistakes.

First, we configure bia-bob:

#from dotenv import load_dotenv
#load_dotenv()

import os
from bia_bob import bob
bob.initialize(endpoint='https://chat-ai.academiccloud.de/v1', model='openai-gpt-oss-120b', api_key=os.environ.get('KISSKI_API_KEY'))

This notebook may contain text, code and images generated by artificial intelligence. Used model: openai-gpt-oss-120b, vision model: None, endpoint: https://chat-ai.academiccloud.de/v1, bia-bob version: 0.34.3.. Do not enter sensitive or private information and verify generated contents according to good scientific practice. Read more: https://github.com/haesleinhuepf/bia-bob#disclaimer

Prompting

You can prompt for a single short task using %bob.

%bob print hello world.

I will write a simple Python statement that prints the string Hello world to the console.

print("Hello world")

More advanced multi-line tasks can be prompted using %%bob.

%%bob 
load data/blobs.tif and show it

Load the image data/blobs.tif and display it interactively.

import os
from skimage.io import imread
import stackview

# 1. Load the image
image = imread('data/blobs.tif')

# 2. Show the image interactively
stackview.insight(image)

Exercise

Ask Bob to plot a sigmoid curve.