mixedbread-ai · stainless-app · Apr 3, 2025 · Apr 3, 2025 · Apr 3, 2025 · Apr 3, 2025
diff --git a/.release-please-manifest.json b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "0.1.0-alpha.37"
+  ".": "0.1.0-alpha.38"
 }
diff --git a/.stats.yml b/.stats.yml
@@ -1,4 +1,4 @@
 configured_endpoints: 32
 openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/mixedbread%2Fmixedbread-82c2c1c322149cd73b2e8e45f475919b941752a89e74464ccecd1aee9352e9be.yml
-openapi_spec_hash: bfb0b19d1094dc80774c752f9b84185e
-config_hash: 69ea986b716f75e2cd90b43881a59c88
+openapi_spec_hash: dbd7616a32c90fd25b32994830fb12f6
+config_hash: d4b3b47ba72c8829d6b804dd74b079c2
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,5 +1,13 @@
 # Changelog
 
+## 0.1.0-alpha.38 (2025-04-03)
+
+Full Changelog: [v0.1.0-alpha.37...v0.1.0-alpha.38](https://github.com/mixedbread-ai/mixedbread-python/compare/v0.1.0-alpha.37...v0.1.0-alpha.38)
+
+### Features
+
+* **api:** update via SDK Studio ([#169](https://github.com/mixedbread-ai/mixedbread-python/issues/169)) ([0989c35](https://github.com/mixedbread-ai/mixedbread-python/commit/0989c35d0b41f0e63ccb449bf80afdc9b28c47c4))
+
 ## 0.1.0-alpha.37 (2025-04-03)
 
 Full Changelog: [v0.1.0-alpha.36...v0.1.0-alpha.37](https://github.com/mixedbread-ai/mixedbread-python/compare/v0.1.0-alpha.36...v0.1.0-alpha.37)

diff --git a/api.md b/api.md
@@ -9,62 +9,15 @@ from mixedbread.types import SearchFilter, SearchFilterCondition
 Types:
 
 ```python
-from mixedbread.types import InfoResponse, RerankResponse
+from mixedbread.types import EmbedResponse, InfoResponse, RerankResponse
 ```
 
 Methods:
 
-- <code title="post /v1/embeddings">client.<a href="./src/mixedbread/_client.py">embed</a>(\*\*<a href="src/mixedbread/types/client_embed_params.py">params</a>) -> <a href="./src/mixedbread/types/embedding_create_response.py">EmbeddingCreateResponse</a></code>
+- <code title="post /v1/embeddings">client.<a href="./src/mixedbread/_client.py">embed</a>(\*\*<a href="src/mixedbread/types/client_embed_params.py">params</a>) -> <a href="./src/mixedbread/types/embed_response.py">EmbedResponse</a></code>
 - <code title="get /">client.<a href="./src/mixedbread/_client.py">info</a>() -> <a href="./src/mixedbread/types/info_response.py">InfoResponse</a></code>
 - <code title="post /v1/reranking">client.<a href="./src/mixedbread/_client.py">rerank</a>(\*\*<a href="src/mixedbread/types/client_rerank_params.py">params</a>) -> <a href="./src/mixedbread/types/rerank_response.py">RerankResponse</a></code>
 
-# Embeddings
-
-Types:
-
-```python
-from mixedbread.types import Embedding, EmbeddingCreateResponse
-```
-
-Methods:
-
-- <code title="post /v1/embeddings">client.embeddings.<a href="./src/mixedbread/resources/embeddings.py">create</a>(\*\*<a href="src/mixedbread/types/embedding_create_params.py">params</a>) -> <a href="./src/mixedbread/types/embedding_create_response.py">EmbeddingCreateResponse</a></code>
-
-# Parsing
-
-## Jobs
-
-Types:
-
-```python
-from mixedbread.types.parsing import ParsingJob, JobListResponse, JobDeleteResponse
-```
-
-Methods:
-
-- <code title="post /v1/parsing/jobs">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">create</a>(\*\*<a href="src/mixedbread/types/parsing/job_create_params.py">params</a>) -> <a href="./src/mixedbread/types/parsing/parsing_job.py">ParsingJob</a></code>
-- <code title="get /v1/parsing/jobs/{job_id}">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">retrieve</a>(job_id) -> <a href="./src/mixedbread/types/parsing/parsing_job.py">ParsingJob</a></code>
-- <code title="get /v1/parsing/jobs">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">list</a>(\*\*<a href="src/mixedbread/types/parsing/job_list_params.py">params</a>) -> <a href="./src/mixedbread/types/parsing/job_list_response.py">SyncLimitOffset[JobListResponse]</a></code>
-- <code title="delete /v1/parsing/jobs/{job_id}">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">delete</a>(job_id) -> <a href="./src/mixedbread/types/parsing/job_delete_response.py">JobDeleteResponse</a></code>
-- <code title="patch /v1/parsing/jobs/{job_id}">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">cancel</a>(job_id) -> <a href="./src/mixedbread/types/parsing/parsing_job.py">ParsingJob</a></code>
-
-# Files
-
-Types:
-
-```python
-from mixedbread.types import FileObject, FileDeleteResponse
-```
-
-Methods:
-
-- <code title="post /v1/files">client.files.<a href="./src/mixedbread/resources/files.py">create</a>(\*\*<a href="src/mixedbread/types/file_create_params.py">params</a>) -> <a href="./src/mixedbread/types/file_object.py">FileObject</a></code>
-- <code title="get /v1/files/{file_id}">client.files.<a href="./src/mixedbread/resources/files.py">retrieve</a>(file_id) -> <a href="./src/mixedbread/types/file_object.py">FileObject</a></code>
-- <code title="post /v1/files/{file_id}">client.files.<a href="./src/mixedbread/resources/files.py">update</a>(file_id, \*\*<a href="src/mixedbread/types/file_update_params.py">params</a>) -> <a href="./src/mixedbread/types/file_object.py">FileObject</a></code>
-- <code title="get /v1/files">client.files.<a href="./src/mixedbread/resources/files.py">list</a>(\*\*<a href="src/mixedbread/types/file_list_params.py">params</a>) -> <a href="./src/mixedbread/types/file_object.py">SyncLimitOffset[FileObject]</a></code>
-- <code title="delete /v1/files/{file_id}">client.files.<a href="./src/mixedbread/resources/files.py">delete</a>(file_id) -> <a href="./src/mixedbread/types/file_delete_response.py">FileDeleteResponse</a></code>
-- <code title="get /v1/files/{file_id}/content">client.files.<a href="./src/mixedbread/resources/files.py">content</a>(file_id) -> BinaryAPIResponse</code>
-
 # VectorStores
 
 Types:
@@ -114,6 +67,41 @@ Methods:
 - <code title="delete /v1/vector_stores/{vector_store_id}/files/{file_id}">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">delete</a>(file_id, \*, vector_store_id) -> <a href="./src/mixedbread/types/vector_stores/file_delete_response.py">FileDeleteResponse</a></code>
 - <code title="post /v1/vector_stores/files/search">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">search</a>(\*\*<a href="src/mixedbread/types/vector_stores/file_search_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_stores/file_search_response.py">FileSearchResponse</a></code>
 
+# Parsing
+
+## Jobs
+
+Types:
+
+```python
+from mixedbread.types.parsing import ParsingJob, JobListResponse, JobDeleteResponse
+```
+
+Methods:
+
+- <code title="post /v1/parsing/jobs">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">create</a>(\*\*<a href="src/mixedbread/types/parsing/job_create_params.py">params</a>) -> <a href="./src/mixedbread/types/parsing/parsing_job.py">ParsingJob</a></code>
+- <code title="get /v1/parsing/jobs/{job_id}">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">retrieve</a>(job_id) -> <a href="./src/mixedbread/types/parsing/parsing_job.py">ParsingJob</a></code>
+- <code title="get /v1/parsing/jobs">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">list</a>(\*\*<a href="src/mixedbread/types/parsing/job_list_params.py">params</a>) -> <a href="./src/mixedbread/types/parsing/job_list_response.py">SyncLimitOffset[JobListResponse]</a></code>
+- <code title="delete /v1/parsing/jobs/{job_id}">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">delete</a>(job_id) -> <a href="./src/mixedbread/types/parsing/job_delete_response.py">JobDeleteResponse</a></code>
+- <code title="patch /v1/parsing/jobs/{job_id}">client.parsing.jobs.<a href="./src/mixedbread/resources/parsing/jobs.py">cancel</a>(job_id) -> <a href="./src/mixedbread/types/parsing/parsing_job.py">ParsingJob</a></code>
+
+# Files
+
+Types:
+
+```python
+from mixedbread.types import FileObject, FileDeleteResponse
+```
+
+Methods:
+
+- <code title="post /v1/files">client.files.<a href="./src/mixedbread/resources/files.py">create</a>(\*\*<a href="src/mixedbread/types/file_create_params.py">params</a>) -> <a href="./src/mixedbread/types/file_object.py">FileObject</a></code>
+- <code title="get /v1/files/{file_id}">client.files.<a href="./src/mixedbread/resources/files.py">retrieve</a>(file_id) -> <a href="./src/mixedbread/types/file_object.py">FileObject</a></code>
+- <code title="post /v1/files/{file_id}">client.files.<a href="./src/mixedbread/resources/files.py">update</a>(file_id, \*\*<a href="src/mixedbread/types/file_update_params.py">params</a>) -> <a href="./src/mixedbread/types/file_object.py">FileObject</a></code>
+- <code title="get /v1/files">client.files.<a href="./src/mixedbread/resources/files.py">list</a>(\*\*<a href="src/mixedbread/types/file_list_params.py">params</a>) -> <a href="./src/mixedbread/types/file_object.py">SyncLimitOffset[FileObject]</a></code>
+- <code title="delete /v1/files/{file_id}">client.files.<a href="./src/mixedbread/resources/files.py">delete</a>(file_id) -> <a href="./src/mixedbread/types/file_delete_response.py">FileDeleteResponse</a></code>
+- <code title="get /v1/files/{file_id}/content">client.files.<a href="./src/mixedbread/resources/files.py">content</a>(file_id) -> BinaryAPIResponse</code>
+
 # Extractions
 
 ## Jobs
@@ -154,3 +142,15 @@ from mixedbread.types.extractions import ExtractionResult
 Methods:
 
 - <code title="post /v1/extractions/content">client.extractions.content.<a href="./src/mixedbread/resources/extractions/content.py">create</a>(\*\*<a href="src/mixedbread/types/extractions/content_create_params.py">params</a>) -> <a href="./src/mixedbread/types/extractions/extraction_result.py">ExtractionResult</a></code>
+
+# Embeddings
+
+Types:
+
+```python
+from mixedbread.types import EmbeddingCreateResponse
+```
+
+Methods:
+
+- <code title="post /v1/embeddings">client.embeddings.<a href="./src/mixedbread/resources/embeddings.py">create</a>(\*\*<a href="src/mixedbread/types/embedding_create_params.py">params</a>) -> <a href="./src/mixedbread/types/embedding_create_response.py">EmbeddingCreateResponse</a></code>
diff --git a/pyproject.toml b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "mixedbread"
-version = "0.1.0-alpha.37"
+version = "0.1.0-alpha.38"
 description = "The official Python library for the Mixedbread API"
 dynamic = ["readme"]
 license = "Apache-2.0"

diff --git a/src/mixedbread/_client.py b/src/mixedbread/_client.py
@@ -3,7 +3,7 @@
 from __future__ import annotations
 
 import os
-from typing import Any, Dict, List, Union, Mapping, Optional, cast
+from typing import Any, Dict, List, Union, Mapping, Iterable, Optional, cast
 from typing_extensions import Self, Literal, override
 
 import httpx
@@ -47,10 +47,10 @@
 )
 from .resources.parsing import parsing
 from .types.info_response import InfoResponse
+from .types.embed_response import EmbedResponse
 from .resources.extractions import extractions
 from .types.rerank_response import RerankResponse
 from .resources.vector_stores import vector_stores
-from .types.embedding_create_response import EmbeddingCreateResponse
 
 __all__ = [
     "ENVIRONMENTS",
@@ -71,11 +71,11 @@
 
 
 class Mixedbread(SyncAPIClient):
-    embeddings: embeddings.EmbeddingsResource
+    vector_stores: vector_stores.VectorStoresResource
     parsing: parsing.ParsingResource
     files: files.FilesResource
-    vector_stores: vector_stores.VectorStoresResource
     extractions: extractions.ExtractionsResource
+    embeddings: embeddings.EmbeddingsResource
     with_raw_response: MixedbreadWithRawResponse
     with_streaming_response: MixedbreadWithStreamedResponse
 
@@ -157,11 +157,11 @@ def __init__(
             _strict_response_validation=_strict_response_validation,
         )
 
-        self.embeddings = embeddings.EmbeddingsResource(self)
+        self.vector_stores = vector_stores.VectorStoresResource(self)
         self.parsing = parsing.ParsingResource(self)
         self.files = files.FilesResource(self)
-        self.vector_stores = vector_stores.VectorStoresResource(self)
         self.extractions = extractions.ExtractionsResource(self)
+        self.embeddings = embeddings.EmbeddingsResource(self)
         self.with_raw_response = MixedbreadWithRawResponse(self)
         self.with_streaming_response = MixedbreadWithStreamedResponse(self)
 
@@ -257,7 +257,7 @@ def embed(
         extra_query: Query | None = None,
         extra_body: Body | None = None,
         timeout: float | httpx.Timeout | None | NotGiven = NOT_GIVEN,
-    ) -> EmbeddingCreateResponse:
+    ) -> EmbedResponse:
         """
         Create embeddings for text or images using the specified model, encoding format,
         and normalization.
@@ -304,7 +304,7 @@ def embed(
             options=make_request_options(
                 extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
             ),
-            cast_to=EmbeddingCreateResponse,
+            cast_to=EmbedResponse,
         )
 
     def info(
@@ -335,7 +335,7 @@ def rerank(
         *,
         model: str | NotGiven = NOT_GIVEN,
         query: str,
-        input: List[Union[str, object]],
+        input: List[Union[str, Iterable[object], object]],
         rank_fields: Optional[List[str]] | NotGiven = NOT_GIVEN,
         top_k: int | NotGiven = NOT_GIVEN,
         return_input: bool | NotGiven = NOT_GIVEN,
@@ -349,9 +349,9 @@ def rerank(
         """
         Rerank different kind of documents for a given query.
 
-        Args: params: RerankingCreateParams: The parameters for reranking.
+        Args: params: RerankParams: The parameters for reranking.
 
-        Returns: RerankingCreateResponse: The reranked documents for the input query.
+        Returns: RerankResponse: The reranked documents for the input query.
 
         Args:
           model: The model to use for reranking documents.
@@ -428,11 +428,11 @@ def _make_status_error(
 
 
 class AsyncMixedbread(AsyncAPIClient):
-    embeddings: embeddings.AsyncEmbeddingsResource
+    vector_stores: vector_stores.AsyncVectorStoresResource
     parsing: parsing.AsyncParsingResource
     files: files.AsyncFilesResource
-    vector_stores: vector_stores.AsyncVectorStoresResource
     extractions: extractions.AsyncExtractionsResource
+    embeddings: embeddings.AsyncEmbeddingsResource
     with_raw_response: AsyncMixedbreadWithRawResponse
     with_streaming_response: AsyncMixedbreadWithStreamedResponse
 
@@ -514,11 +514,11 @@ def __init__(
             _strict_response_validation=_strict_response_validation,
         )
 
-        self.embeddings = embeddings.AsyncEmbeddingsResource(self)
+        self.vector_stores = vector_stores.AsyncVectorStoresResource(self)
         self.parsing = parsing.AsyncParsingResource(self)
         self.files = files.AsyncFilesResource(self)
-        self.vector_stores = vector_stores.AsyncVectorStoresResource(self)
         self.extractions = extractions.AsyncExtractionsResource(self)
+        self.embeddings = embeddings.AsyncEmbeddingsResource(self)
         self.with_raw_response = AsyncMixedbreadWithRawResponse(self)
         self.with_streaming_response = AsyncMixedbreadWithStreamedResponse(self)
 
@@ -614,7 +614,7 @@ async def embed(
         extra_query: Query | None = None,
         extra_body: Body | None = None,
         timeout: float | httpx.Timeout | None | NotGiven = NOT_GIVEN,
-    ) -> EmbeddingCreateResponse:
+    ) -> EmbedResponse:
         """
         Create embeddings for text or images using the specified model, encoding format,
         and normalization.
@@ -661,7 +661,7 @@ async def embed(
             options=make_request_options(
                 extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
             ),
-            cast_to=EmbeddingCreateResponse,
+            cast_to=EmbedResponse,
         )
 
     async def info(
@@ -692,7 +692,7 @@ async def rerank(
         *,
         model: str | NotGiven = NOT_GIVEN,
         query: str,
-        input: List[Union[str, object]],
+        input: List[Union[str, Iterable[object], object]],
         rank_fields: Optional[List[str]] | NotGiven = NOT_GIVEN,
         top_k: int | NotGiven = NOT_GIVEN,
         return_input: bool | NotGiven = NOT_GIVEN,
@@ -706,9 +706,9 @@ async def rerank(
         """
         Rerank different kind of documents for a given query.
 
-        Args: params: RerankingCreateParams: The parameters for reranking.
+        Args: params: RerankParams: The parameters for reranking.
 
-        Returns: RerankingCreateResponse: The reranked documents for the input query.
+        Returns: RerankResponse: The reranked documents for the input query.
 
         Args:
           model: The model to use for reranking documents.
@@ -786,11 +786,11 @@ def _make_status_error(
 
 class MixedbreadWithRawResponse:
     def __init__(self, client: Mixedbread) -> None:
-        self.embeddings = embeddings.EmbeddingsResourceWithRawResponse(client.embeddings)
+        self.vector_stores = vector_stores.VectorStoresResourceWithRawResponse(client.vector_stores)
         self.parsing = parsing.ParsingResourceWithRawResponse(client.parsing)
         self.files = files.FilesResourceWithRawResponse(client.files)
-        self.vector_stores = vector_stores.VectorStoresResourceWithRawResponse(client.vector_stores)
         self.extractions = extractions.ExtractionsResourceWithRawResponse(client.extractions)
+        self.embeddings = embeddings.EmbeddingsResourceWithRawResponse(client.embeddings)
 
         self.embed = to_raw_response_wrapper(
             client.embed,
@@ -805,11 +805,11 @@ def __init__(self, client: Mixedbread) -> None:
 
 class AsyncMixedbreadWithRawResponse:
     def __init__(self, client: AsyncMixedbread) -> None:
-        self.embeddings = embeddings.AsyncEmbeddingsResourceWithRawResponse(client.embeddings)
+        self.vector_stores = vector_stores.AsyncVectorStoresResourceWithRawResponse(client.vector_stores)
         self.parsing = parsing.AsyncParsingResourceWithRawResponse(client.parsing)
         self.files = files.AsyncFilesResourceWithRawResponse(client.files)
-        self.vector_stores = vector_stores.AsyncVectorStoresResourceWithRawResponse(client.vector_stores)
         self.extractions = extractions.AsyncExtractionsResourceWithRawResponse(client.extractions)
+        self.embeddings = embeddings.AsyncEmbeddingsResourceWithRawResponse(client.embeddings)
 
         self.embed = async_to_raw_response_wrapper(
             client.embed,
@@ -824,11 +824,11 @@ def __init__(self, client: AsyncMixedbread) -> None:
 
 class MixedbreadWithStreamedResponse:
     def __init__(self, client: Mixedbread) -> None:
-        self.embeddings = embeddings.EmbeddingsResourceWithStreamingResponse(client.embeddings)
+        self.vector_stores = vector_stores.VectorStoresResourceWithStreamingResponse(client.vector_stores)
         self.parsing = parsing.ParsingResourceWithStreamingResponse(client.parsing)
         self.files = files.FilesResourceWithStreamingResponse(client.files)
-        self.vector_stores = vector_stores.VectorStoresResourceWithStreamingResponse(client.vector_stores)
         self.extractions = extractions.ExtractionsResourceWithStreamingResponse(client.extractions)
+        self.embeddings = embeddings.EmbeddingsResourceWithStreamingResponse(client.embeddings)
 
         self.embed = to_streamed_response_wrapper(
             client.embed,
@@ -843,11 +843,11 @@ def __init__(self, client: Mixedbread) -> None:
 
 class AsyncMixedbreadWithStreamedResponse:
     def __init__(self, client: AsyncMixedbread) -> None:
-        self.embeddings = embeddings.AsyncEmbeddingsResourceWithStreamingResponse(client.embeddings)
+        self.vector_stores = vector_stores.AsyncVectorStoresResourceWithStreamingResponse(client.vector_stores)
         self.parsing = parsing.AsyncParsingResourceWithStreamingResponse(client.parsing)
         self.files = files.AsyncFilesResourceWithStreamingResponse(client.files)
-        self.vector_stores = vector_stores.AsyncVectorStoresResourceWithStreamingResponse(client.vector_stores)
         self.extractions = extractions.AsyncExtractionsResourceWithStreamingResponse(client.extractions)
+        self.embeddings = embeddings.AsyncEmbeddingsResourceWithStreamingResponse(client.embeddings)
 
         self.embed = async_to_streamed_response_wrapper(
             client.embed,

diff --git a/src/mixedbread/_version.py b/src/mixedbread/_version.py
@@ -1,4 +1,4 @@
 # File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
 
 __title__ = "mixedbread"
-__version__ = "0.1.0-alpha.37"  # x-release-please-version
+__version__ = "0.1.0-alpha.38"  # x-release-please-version