Bia-bob

What's Changed
* bugfix: deployment / installation was broken in 0.21.0 by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/182


**Full Changelog**: https://github.com/haesleinhuepf/bia-bob/compare/0.21.0...0.21.1

What's Changed
* augment prompts using {variable} by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/167
* modify suggestion for regionprops resulting in a dataframe by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/170
* Refactor suggestions by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/171
* Teach bob about bob by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/172
* add disclaimer and hints for maintaining good scientific practice by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/173
* Better separate endpoints by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/176
* add google genai API by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/176
* add reflection to refine code after generating it by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/177
* prevent crashing when plugins crash by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/178
* Bugfix reflection versus prompt writing by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/181
* `bia_bob.ask_llm(text, image)` simplifìes calling the LLM from python by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/181

Backwards compatibilty breaking changes
* The reflection mechanism introduced in 177 has the potential to break pre-existing functionality in very general. Please [create a github issue](https://github.com/haesleinhuepf/bia-bob/issues/new) if you are affected!
* Googles Vertex AI API for accessing gemini and gemini-pro will be removed soon. Use gemini 1.5 flash/pro using a Google API Key instead.

**Full Changelog**: https://github.com/haesleinhuepf/bia-bob/compare/0.20.0...0.21.0

What's Changed
* Add blogpost notebooks, tif-image and modification in documentation by marabuuu in https://github.com/haesleinhuepf/bia-bob/pull/157
* Give bob the capability to read the current notebook and generate a new one from it by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/160
* Enable bob to create text files in common formats by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/161
* remove auto-execute mode by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/165
* Terminal support by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/163



Backwards compatibility breaking changes
* The auto-execution mode (`bob.initialize(auto_execute=True)`) was removed. If you want to use it, you need to `pip install bob<=0.20.0`.

New Contributors
* marabuuu made their first contribution in https://github.com/haesleinhuepf/bia-bob/pull/157

**Full Changelog**: https://github.com/haesleinhuepf/bia-bob/compare/0.19.0...0.20.0

What's Changed
* Update requirements, new default python 3.11 by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/152
* Fix output in IPython console by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/153
* Remove custom kernel by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/154
* cache code-snippets for faster code generation by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/155
* simplify prompt by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/156
* Simplified installation instructions

Backwards compatibiliy breaking change
The custom Jupyter kernel was removed. In order to use it, you must install bia-bob 0.18.0

**Full Changelog**: https://github.com/haesleinhuepf/bia-bob/compare/0.18.0...0.19.0

What's Changed
* bugfix: crash when calling bia-bob from terminal by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/144
* add permanent config file by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/145
* Refactoring by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/146

Backwards compatibility breaking changes
If you never called `bob.initialize()` and specified a model or vision model, nothing breaks. If you switch between models from time to time, this change might be important: bob now stores the last used model in a local config file (`~/.cache/bia-bob`) and will use the same model when being started next time. This should make the life easier of people who don't work with the default model (gpt-4o) and prefer others (claude, gemini,...).

**Full Changelog**: https://github.com/haesleinhuepf/bia-bob/compare/0.17.0...0.18.0

What's Changed
* add support for Anthropic's claude by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/143
* When initializing bob, it prints out used model version (can be muted using silent=True) by haesleinhuepf in https://github.com/haesleinhuepf/bia-bob/pull/142


**Full Changelog**: https://github.com/haesleinhuepf/bia-bob/compare/0.16.0...0.17.0