feat: added support for with_vectors with query filter in sdk (#5638)

# Description
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Please also include relevant motivation and context. List any
dependencies that are required for this change. -->

Closes #5636 

**Type of change**
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PR according to the type of change -->

- Improvement (change adding some improvement to an existing
functionality)

**How Has This Been Tested**
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-->
Passed `with_vectors` parameter to the search method while retrieving
records and I could see the vectors in the response now.


- I added relevant documentation
- I followed the style guidelines of this project
- I did a self-review of my code
- I made corresponding changes to the documentation
- I confirm My changes generate no new warnings
- I have added tests that prove my fix is effective or that my feature
works
- I have added relevant notes to the CHANGELOG.md file (See
https://keepachangelog.com/)

---------

Co-authored-by: bharath <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Author: 3 people

argilla/CHANGELOG.md

@@ -19,6 +19,7 @@ These are the section headers that we use:
 ### Changed
 
 - Terms metadata properties accept other values than `str`. ([#5594](https://github.com/argilla-io/argilla/pull/5594))
+- Added support for `with_vectors` while fetching records along with a search query. ([#5638](https://github.com/argilla-io/argilla/pull/5638))
 
 ## [2.3.0](https://github.com/argilla-io/argilla/compare/v2.2.2...v2.3.0)
 

argilla/src/argilla/_api/_records.py

@@ -111,13 +111,15 @@ def search(
         limit: int = 100,
         with_suggestions: bool = True,
         with_responses: bool = True,
-        # TODO: Add support for `with_vectors`
+        with_vectors: Optional[Union[List, bool]] = None,
     ) -> Tuple[List[Tuple[RecordModel, float]], int]:
         include = []
         if with_suggestions:
             include.append("suggestions")
         if with_responses:
             include.append("responses")
+        if with_vectors:
+            include.append(self._represent_vectors_to_include(with_vectors))
         params = {
             "offset": offset,
             "limit": limit,

argilla/src/argilla/records/_dataset_records.py

@@ -132,6 +132,7 @@ def _fetch_from_server_with_search(self) -> List[RecordModel]:
             offset=self.__offset,
             with_responses=self.__with_responses,
             with_suggestions=self.__with_suggestions,
+            with_vectors=self.__with_vectors,
         )
         return [record_model for record_model, _ in search_items]