release: 0.6.0

.release-please-manifest.json

@@ -1,3 +1,3 @@
 {
-  ".": "0.5.0"
+  ".": "0.6.0"
 }

.stats.yml

@@ -1,4 +1,4 @@
-configured_endpoints: 49
-openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/mixedbread%2Fmixedbread-82c2c1c322149cd73b2e8e45f475919b941752a89e74464ccecd1aee9352e9be.yml
-openapi_spec_hash: 07482ed86f5ccf7b480c514d6d5ebb15
-config_hash: 167171738605c297aa5e8bc73abc66e3
+configured_endpoints: 48
+openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/mixedbread%2Fmixedbread-a331b701867ba3d3dd907c8389fde663be4fda24c91e23f54f4dde8a6ade683f.yml
+openapi_spec_hash: 95587d9746abb97d5b294bfedf86b782
+config_hash: 8545159b6ba2d638b8a2e7bbed6f04e7

CHANGELOG.md

@@ -1,5 +1,32 @@
 # Changelog
 
+## 0.6.0 (2025-06-13)
+
+Full Changelog: [v0.5.0...v0.6.0](https://github.com/mixedbread-ai/mixedbread-python/compare/v0.5.0...v0.6.0)
+
+### Features
+
+* **api:** api update ([8ada0ea](https://github.com/mixedbread-ai/mixedbread-python/commit/8ada0eaeeed29b8ee2a08cf436077ee2f729794a))
+* **api:** api update ([22e5269](https://github.com/mixedbread-ai/mixedbread-python/commit/22e52693cb2f02fb20c0f7ca8f97d572a1091f6f))
+* **api:** api update ([eec921b](https://github.com/mixedbread-ai/mixedbread-python/commit/eec921b939205565f11790b08458f3e74df6e8a3))
+* **api:** api update ([0296d95](https://github.com/mixedbread-ai/mixedbread-python/commit/0296d958b5d8e82e2626fc04f9618a6423803515))
+* **api:** update via SDK Studio ([56f4e89](https://github.com/mixedbread-ai/mixedbread-python/commit/56f4e890d75c0cc54898f65f4087a828fe4bcc4e))
+* **api:** update via SDK Studio ([ed99b06](https://github.com/mixedbread-ai/mixedbread-python/commit/ed99b067eba308da0bb4ff24623d32b3339563a1))
+* **client:** add follow_redirects request option ([5f0a4ab](https://github.com/mixedbread-ai/mixedbread-python/commit/5f0a4abbecd635ad655480514685281891fd8699))
+
+
+### Bug Fixes
+
+* **client:** correctly parse binary response | stream ([786bd6a](https://github.com/mixedbread-ai/mixedbread-python/commit/786bd6aeeac6fb7af0ffb1f00b6485dd253bd8fa))
+* **docs/api:** remove references to nonexistent types ([43c342b](https://github.com/mixedbread-ai/mixedbread-python/commit/43c342bb106371ea6057969578dc55af713f225e))
+
+
+### Chores
+
+* **docs:** remove reference to rye shell ([c0c8bfd](https://github.com/mixedbread-ai/mixedbread-python/commit/c0c8bfdeac4c2ed4b7d381a9faef43485e5904de))
+* **docs:** remove unnecessary param examples ([54ef7c7](https://github.com/mixedbread-ai/mixedbread-python/commit/54ef7c77e392577a3038552a4a859b6351c6ddf4))
+* **tests:** run tests in parallel ([064a793](https://github.com/mixedbread-ai/mixedbread-python/commit/064a793c8269a6e3a30a1c84e6d7a3a783ffa31f))
+
 ## 0.5.0 (2025-05-26)
 
 Full Changelog: [v0.4.0...v0.5.0](https://github.com/mixedbread-ai/mixedbread-python/compare/v0.4.0...v0.5.0)

CONTRIBUTING.md

@@ -17,8 +17,7 @@ $ rye sync --all-features
 You can then run scripts using `rye run python script.py` or by activating the virtual environment:
 
 ```sh
-$ rye shell
-# or manually activate - https://docs.python.org/3/library/venv.html#how-venvs-work
+# Activate the virtual environment - https://docs.python.org/3/library/venv.html#how-venvs-work
 $ source .venv/bin/activate
 
 # now you can omit the `rye run` prefix

README.md

@@ -152,10 +152,7 @@ from mixedbread import Mixedbread
 client = Mixedbread()
 
 vector_store = client.vector_stores.create(
-    expires_after={
-        "anchor": "last_active_at",
-        "days": 0,
-    },
+    expires_after={},
 )
 print(vector_store.expires_after)
 ```

api.md

@@ -46,10 +46,10 @@ from mixedbread.types import (
 Methods:
 
 - <code title="post /v1/vector_stores">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">create</a>(\*\*<a href="src/mixedbread/types/vector_store_create_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_store.py">VectorStore</a></code>
-- <code title="get /v1/vector_stores/{vector_store_id}">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">retrieve</a>(vector_store_id) -> <a href="./src/mixedbread/types/vector_store.py">VectorStore</a></code>
-- <code title="put /v1/vector_stores/{vector_store_id}">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">update</a>(vector_store_id, \*\*<a href="src/mixedbread/types/vector_store_update_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_store.py">VectorStore</a></code>
+- <code title="get /v1/vector_stores/{vector_store_identifier}">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">retrieve</a>(vector_store_identifier) -> <a href="./src/mixedbread/types/vector_store.py">VectorStore</a></code>
+- <code title="put /v1/vector_stores/{vector_store_identifier}">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">update</a>(vector_store_identifier, \*\*<a href="src/mixedbread/types/vector_store_update_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_store.py">VectorStore</a></code>
 - <code title="get /v1/vector_stores">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">list</a>(\*\*<a href="src/mixedbread/types/vector_store_list_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_store.py">SyncLimitOffset[VectorStore]</a></code>
-- <code title="delete /v1/vector_stores/{vector_store_id}">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">delete</a>(vector_store_id) -> <a href="./src/mixedbread/types/vector_store_delete_response.py">VectorStoreDeleteResponse</a></code>
+- <code title="delete /v1/vector_stores/{vector_store_identifier}">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">delete</a>(vector_store_identifier) -> <a href="./src/mixedbread/types/vector_store_delete_response.py">VectorStoreDeleteResponse</a></code>
 - <code title="post /v1/vector_stores/question-answering">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">question_answering</a>(\*\*<a href="src/mixedbread/types/vector_store_question_answering_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_store_question_answering_response.py">VectorStoreQuestionAnsweringResponse</a></code>
 - <code title="post /v1/vector_stores/search">client.vector_stores.<a href="./src/mixedbread/resources/vector_stores/vector_stores.py">search</a>(\*\*<a href="src/mixedbread/types/vector_store_search_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_store_search_response.py">VectorStoreSearchResponse</a></code>
 
@@ -68,10 +68,10 @@ from mixedbread.types.vector_stores import (
 
 Methods:
 
-- <code title="post /v1/vector_stores/{vector_store_id}/files">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">create</a>(vector_store_id, \*\*<a href="src/mixedbread/types/vector_stores/file_create_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_stores/vector_store_file.py">VectorStoreFile</a></code>
-- <code title="get /v1/vector_stores/{vector_store_id}/files/{file_id}">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">retrieve</a>(file_id, \*, vector_store_id) -> <a href="./src/mixedbread/types/vector_stores/vector_store_file.py">VectorStoreFile</a></code>
-- <code title="get /v1/vector_stores/{vector_store_id}/files">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">list</a>(vector_store_id, \*\*<a href="src/mixedbread/types/vector_stores/file_list_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_stores/vector_store_file.py">SyncLimitOffset[VectorStoreFile]</a></code>
-- <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/{vector_store_identifier}/files">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">create</a>(vector_store_identifier, \*\*<a href="src/mixedbread/types/vector_stores/file_create_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_stores/vector_store_file.py">VectorStoreFile</a></code>
+- <code title="get /v1/vector_stores/{vector_store_identifier}/files/{file_id}">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">retrieve</a>(file_id, \*, vector_store_identifier) -> <a href="./src/mixedbread/types/vector_stores/vector_store_file.py">VectorStoreFile</a></code>
+- <code title="get /v1/vector_stores/{vector_store_identifier}/files">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">list</a>(vector_store_identifier, \*\*<a href="src/mixedbread/types/vector_stores/file_list_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_stores/vector_store_file.py">SyncLimitOffset[VectorStoreFile]</a></code>
+- <code title="delete /v1/vector_stores/{vector_store_identifier}/files/{file_id}">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">delete</a>(file_id, \*, vector_store_identifier) -> <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
@@ -170,18 +170,6 @@ 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>
 
-# Chat
-
-Types:
-
-```python
-from mixedbread.types import ChatCreateCompletionResponse
-```
-
-Methods:
-
-- <code title="post /v1/chat/completions">client.chat.<a href="./src/mixedbread/resources/chat.py">create_completion</a>() -> <a href="./src/mixedbread/types/chat_create_completion_response.py">object</a></code>
-
 # DataSources
 
 Types:

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "mixedbread"
-version = "0.5.0"
+version = "0.6.0"
 description = "The official Python library for the Mixedbread API"
 dynamic = ["readme"]
 license = "Apache-2.0"
@@ -54,6 +54,7 @@ dev-dependencies = [
     "importlib-metadata>=6.7.0",
     "rich>=13.7.1",
     "nest_asyncio==1.6.0",
+    "pytest-xdist>=3.6.1",
 ]
 
 [tool.rye.scripts]
@@ -125,7 +126,7 @@ replacement = '[\1](https://github.com/mixedbread-ai/mixedbread-python/tree/main
 
 [tool.pytest.ini_options]
 testpaths = ["tests"]
-addopts = "--tb=short"
+addopts = "--tb=short -n auto"
 xfail_strict = true
 asyncio_mode = "auto"
 asyncio_default_fixture_loop_scope = "session"

requirements-dev.lock

@@ -30,6 +30,8 @@ distro==1.8.0
 exceptiongroup==1.2.2
     # via anyio
     # via pytest
+execnet==2.1.1
+    # via pytest-xdist
 filelock==3.12.4
     # via virtualenv
 h11==0.14.0
@@ -72,7 +74,9 @@ pygments==2.18.0
 pyright==1.1.399
 pytest==8.3.3
     # via pytest-asyncio
+    # via pytest-xdist
 pytest-asyncio==0.24.0
+pytest-xdist==3.7.0
 python-dateutil==2.8.2
     # via time-machine
 pytz==2023.3.post1

src/mixedbread/_base_client.py

@@ -960,6 +960,9 @@ def request(
             if self.custom_auth is not None:
                 kwargs["auth"] = self.custom_auth
 
+            if options.follow_redirects is not None:
+                kwargs["follow_redirects"] = options.follow_redirects
+
             log.debug("Sending HTTP Request: %s %s", request.method, request.url)
 
             response = None
@@ -1068,7 +1071,14 @@ def _process_response(
     ) -> ResponseT:
         origin = get_origin(cast_to) or cast_to
 
-        if inspect.isclass(origin) and issubclass(origin, BaseAPIResponse):
+        if (
+            inspect.isclass(origin)
+            and issubclass(origin, BaseAPIResponse)
+            # we only want to actually return the custom BaseAPIResponse class if we're
+            # returning the raw response, or if we're not streaming SSE, as if we're streaming
+            # SSE then `cast_to` doesn't actively reflect the type we need to parse into
+            and (not stream or bool(response.request.headers.get(RAW_RESPONSE_HEADER)))
+        ):
             if not issubclass(origin, APIResponse):
                 raise TypeError(f"API Response types must subclass {APIResponse}; Received {origin}")
 
@@ -1460,6 +1470,9 @@ async def request(
             if self.custom_auth is not None:
                 kwargs["auth"] = self.custom_auth
 
+            if options.follow_redirects is not None:
+                kwargs["follow_redirects"] = options.follow_redirects
+
             log.debug("Sending HTTP Request: %s %s", request.method, request.url)
 
             response = None
@@ -1568,7 +1581,14 @@ async def _process_response(
     ) -> ResponseT:
         origin = get_origin(cast_to) or cast_to
 
-        if inspect.isclass(origin) and issubclass(origin, BaseAPIResponse):
+        if (
+            inspect.isclass(origin)
+            and issubclass(origin, BaseAPIResponse)
+            # we only want to actually return the custom BaseAPIResponse class if we're
+            # returning the raw response, or if we're not streaming SSE, as if we're streaming
+            # SSE then `cast_to` doesn't actively reflect the type we need to parse into
+            and (not stream or bool(response.request.headers.get(RAW_RESPONSE_HEADER)))
+        ):
             if not issubclass(origin, AsyncAPIResponse):
                 raise TypeError(f"API Response types must subclass {AsyncAPIResponse}; Received {origin}")
 

src/mixedbread/_client.py

@@ -36,7 +36,7 @@
     async_to_raw_response_wrapper,
     async_to_streamed_response_wrapper,
 )
-from .resources import chat, files, api_keys, embeddings
+from .resources import files, api_keys, embeddings
 from ._streaming import Stream as Stream, AsyncStream as AsyncStream
 from ._exceptions import APIStatusError, MixedbreadError
 from ._base_client import (
@@ -78,7 +78,6 @@ class Mixedbread(SyncAPIClient):
     files: files.FilesResource
     extractions: extractions.ExtractionsResource
     embeddings: embeddings.EmbeddingsResource
-    chat: chat.ChatResource
     data_sources: data_sources.DataSourcesResource
     api_keys: api_keys.APIKeysResource
     with_raw_response: MixedbreadWithRawResponse
@@ -167,7 +166,6 @@ def __init__(
         self.files = files.FilesResource(self)
         self.extractions = extractions.ExtractionsResource(self)
         self.embeddings = embeddings.EmbeddingsResource(self)
-        self.chat = chat.ChatResource(self)
         self.data_sources = data_sources.DataSourcesResource(self)
         self.api_keys = api_keys.APIKeysResource(self)
         self.with_raw_response = MixedbreadWithRawResponse(self)
@@ -441,7 +439,6 @@ class AsyncMixedbread(AsyncAPIClient):
     files: files.AsyncFilesResource
     extractions: extractions.AsyncExtractionsResource
     embeddings: embeddings.AsyncEmbeddingsResource
-    chat: chat.AsyncChatResource
     data_sources: data_sources.AsyncDataSourcesResource
     api_keys: api_keys.AsyncAPIKeysResource
     with_raw_response: AsyncMixedbreadWithRawResponse
@@ -530,7 +527,6 @@ def __init__(
         self.files = files.AsyncFilesResource(self)
         self.extractions = extractions.AsyncExtractionsResource(self)
         self.embeddings = embeddings.AsyncEmbeddingsResource(self)
-        self.chat = chat.AsyncChatResource(self)
         self.data_sources = data_sources.AsyncDataSourcesResource(self)
         self.api_keys = api_keys.AsyncAPIKeysResource(self)
         self.with_raw_response = AsyncMixedbreadWithRawResponse(self)
@@ -805,7 +801,6 @@ def __init__(self, client: Mixedbread) -> None:
         self.files = files.FilesResourceWithRawResponse(client.files)
         self.extractions = extractions.ExtractionsResourceWithRawResponse(client.extractions)
         self.embeddings = embeddings.EmbeddingsResourceWithRawResponse(client.embeddings)
-        self.chat = chat.ChatResourceWithRawResponse(client.chat)
         self.data_sources = data_sources.DataSourcesResourceWithRawResponse(client.data_sources)
         self.api_keys = api_keys.APIKeysResourceWithRawResponse(client.api_keys)
 
@@ -827,7 +822,6 @@ def __init__(self, client: AsyncMixedbread) -> None:
         self.files = files.AsyncFilesResourceWithRawResponse(client.files)
         self.extractions = extractions.AsyncExtractionsResourceWithRawResponse(client.extractions)
         self.embeddings = embeddings.AsyncEmbeddingsResourceWithRawResponse(client.embeddings)
-        self.chat = chat.AsyncChatResourceWithRawResponse(client.chat)
         self.data_sources = data_sources.AsyncDataSourcesResourceWithRawResponse(client.data_sources)
         self.api_keys = api_keys.AsyncAPIKeysResourceWithRawResponse(client.api_keys)
 
@@ -849,7 +843,6 @@ def __init__(self, client: Mixedbread) -> None:
         self.files = files.FilesResourceWithStreamingResponse(client.files)
         self.extractions = extractions.ExtractionsResourceWithStreamingResponse(client.extractions)
         self.embeddings = embeddings.EmbeddingsResourceWithStreamingResponse(client.embeddings)
-        self.chat = chat.ChatResourceWithStreamingResponse(client.chat)
         self.data_sources = data_sources.DataSourcesResourceWithStreamingResponse(client.data_sources)
         self.api_keys = api_keys.APIKeysResourceWithStreamingResponse(client.api_keys)
 
@@ -871,7 +864,6 @@ def __init__(self, client: AsyncMixedbread) -> None:
         self.files = files.AsyncFilesResourceWithStreamingResponse(client.files)
         self.extractions = extractions.AsyncExtractionsResourceWithStreamingResponse(client.extractions)
         self.embeddings = embeddings.AsyncEmbeddingsResourceWithStreamingResponse(client.embeddings)
-        self.chat = chat.AsyncChatResourceWithStreamingResponse(client.chat)
         self.data_sources = data_sources.AsyncDataSourcesResourceWithStreamingResponse(client.data_sources)
         self.api_keys = api_keys.AsyncAPIKeysResourceWithStreamingResponse(client.api_keys)
 

src/mixedbread/_models.py

@@ -737,6 +737,7 @@ class FinalRequestOptionsInput(TypedDict, total=False):
     idempotency_key: str
     json_data: Body
     extra_json: AnyMapping
+    follow_redirects: bool
 
 
 @final
@@ -750,6 +751,7 @@ class FinalRequestOptions(pydantic.BaseModel):
     files: Union[HttpxRequestFiles, None] = None
     idempotency_key: Union[str, None] = None
     post_parser: Union[Callable[[Any], Any], NotGiven] = NotGiven()
+    follow_redirects: Union[bool, None] = None
 
     # It should be noted that we cannot use `json` here as that would override
     # a BaseModel method in an incompatible fashion.

src/mixedbread/_types.py

@@ -100,6 +100,7 @@ class RequestOptions(TypedDict, total=False):
     params: Query
     extra_json: AnyMapping
     idempotency_key: str
+    follow_redirects: bool
 
 
 # Sentinel class used until PEP 0661 is accepted
@@ -215,3 +216,4 @@ class _GenericAlias(Protocol):
 
 class HttpxSendArgs(TypedDict, total=False):
     auth: httpx.Auth
+    follow_redirects: bool

src/mixedbread/_version.py

@@ -1,4 +1,4 @@
 # File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
 
 __title__ = "mixedbread"
-__version__ = "0.5.0"  # x-release-please-version
+__version__ = "0.6.0"  # x-release-please-version