burtenshaw

[FEATURE] Unify create_records and update_records server endpoints

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**Is your feature request related to a problem? Please describe.** Whilst refactoring the Python SDK, I am implementing methods to add and update records to Argilla server. When creating records,...

This draft PR proposes a way of using a DSPy prediction module as a text generation step. The advantage of this is that text generation could use an optimised, evaluated,...

[ENHANCEMENT] optimise SDK log method and support mapping incoming columns to multiple dataset attributes

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This PR supports mapping incoming columns/keys to dataset attributes in these two ways: - supports tuple values in the mapping parameter of the log method so that user can specify...

[ENHANCEMENT] Make mapping function in DatasetRecords.log compatible with multiple attributes

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# What It is not possible to use the `mapping` parameter in the `log` method to assign one column of the incoming dataset to multiple Argilla attributes. # why This...

[BUG] [SDK] [v2] StopIteration error when retrieving records with existing responses.

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**Describe the bug** When updating suggestions in records via `DatasetRecords.log` a `StopIteration` error is thrown trying to iterate over the non-existent user_ids. This happens on the argilla dev environment deployment,...

**Describe the bug** When I try to retrieve resources from the server (1.29) with the new sdk i do not get a json response. ```python import argilla_sdk as rg client...

[FEATURE] [SDK] minimal pandas integration

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We could support minimal pandas integration, in the same way we currently support datasets. This would also allow our docs on adding records to show examples using data structures. argilla-io/argilla-python#228...

[REFACTOR] Simplify naming of serialize, to_dict, and to_json methods

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Includes argilla-io/argilla-python#196 It is not clear for users how the could or should serialize resources for persistance. - The method names should be made consistent - API methods should be...

[REFACTOR] Improve handling of question models and dicts

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We can improve code quality and reduce redunancy by using a pydnatic type annotator instead of identical methods on each cleas: @frascuchon gives an example here: https://github.com/argilla-io/argilla-python/pull/195#discussion_r1604995059

Currently all resources are within a file named `_resource.py` this means IDEs do not rank references properly.