Merge pull request #51 from quadbio/docs/update_tutorials

Update tutorials with gpt-4.1

Author: Marius1311

CHANGELOG.md

@@ -13,6 +13,11 @@ and this project adheres to [Semantic Versioning][]. Full commit history is avai
 
 ### Unreleased
 
+### 0.1.5 (2025-07-24)
+
+#### Changed
+- Update tutorials to use `gpt-4.1` {pr}`51`
+
 ### 0.1.4 (2025-03-28)
 
 #### Added

README.md

@@ -67,7 +67,7 @@ By default, this will store annotations in `adata.obs['cell_type_predicted']`. H
 
 ## Costs and models
 
-The default model is currently `gpt-4o-mini`, which is included in [OpenAI's Free Usage Tier](https://platform.openai.com/docs/guides/rate-limits). Thus, you can get started for free and experiment with our [tutorials](https://cell-annotator.readthedocs.io/en/latest/notebooks/tutorials/index.html) and with your own data. If you want to get accurate cell type labels for complex tissues, we strongly recommend using more powerful models, like `gpt-4o`, or reasoning models like `o3-mini`, for which you will have to pay a small fee to OpenAI. As an orientation, running both tutorials with `o3-mini` will cost around 1 USD.
+The default model is currently `gpt-4o-mini`, which is included in [OpenAI's Free Usage Tier](https://platform.openai.com/docs/guides/rate-limits). Thus, you can get started for free and experiment with our [tutorials](https://cell-annotator.readthedocs.io/en/latest/notebooks/tutorials/index.html) and with your own data. If you want to get accurate cell type labels for complex tissues, we strongly recommend using more powerful models, like `gpt-4o`, `gpt-4.1`, etc, or reasoning models like `o3-mini`, for which you will have to pay a small fee to OpenAI. As an orientation, running both tutorials with `o3-mini` will cost around 1 USD. Take a look at the [OpenAI API docs](https://platform.openai.com/docs/models) to learn more about the different available models.
 
 ## Data privacy