.release-please-manifest.json

@@ -1,3 +1,3 @@
 {
-  ".": "1.20.0"
+  ".": "1.21.0"
 }

.stats.yml

@@ -1 +1 @@
-configured_endpoints: 55
+configured_endpoints: 62

CHANGELOG.md

@@ -1,5 +1,13 @@
 # Changelog
 
+## 1.21.0 (2024-04-17)
+
+Full Changelog: [v1.20.0...v1.21.0](https://github.com/openai/openai-python/compare/v1.20.0...v1.21.0)
+
+### Features
+
+* **api:** add vector stores ([#1325](https://github.com/openai/openai-python/issues/1325)) ([038a3c5](https://github.com/openai/openai-python/commit/038a3c50db7b6a88f54ff1cd1ff6cbaef2caf87f))
+
 ## 1.20.0 (2024-04-16)
 
 Full Changelog: [v1.19.0...v1.20.0](https://github.com/openai/openai-python/compare/v1.19.0...v1.20.0)

README.md

@@ -53,7 +53,7 @@ so that your API Key is not stored in source control.
 
 ### Polling Helpers
 
-When interacting with the API some actions such as starting a Run may take time to complete. The SDK includes
+When interacting with the API some actions such as starting a Run and adding files to vector stores are asynchronous and take time to complete. The SDK includes
 helper functions which will poll the status until it reaches a terminal state and then return the resulting object.
 If an API method results in an action which could benefit from polling there will be a corresponding version of the
 method ending in '\_and_poll'.
@@ -69,6 +69,20 @@ run = client.beta.threads.runs.create_and_poll(
 
 More information on the lifecycle of a Run can be found in the [Run Lifecycle Documentation](https://platform.openai.com/docs/assistants/how-it-works/run-lifecycle)
 
+### Bulk Upload Helpers
+
+When creating an interacting with vector stores, you can use the polling helpers to monitor the status of operations.
+For convenience, we also provide a bulk upload helper to allow you to simultaneously upload several files at once.
+
+```python
+sample_files = [Path("sample-paper.pdf"), ...]
+
+batch = await client.vector_stores.file_batches.upload_and_poll(
+    store.id,
+    files=sample_files,
+)
+```
+
 ### Streaming Helpers
 
 The SDK also includes helpers to process streams and handle the incoming events.

api.md

@@ -196,6 +196,59 @@ Methods:
 
 # Beta
 
+## VectorStores
+
+Types:
+
+```python
+from openai.types.beta import VectorStore, VectorStoreDeleted
+```
+
+Methods:
+
+- <code title="post /vector_stores">client.beta.vector_stores.<a href="./src/openai/resources/beta/vector_stores/vector_stores.py">create</a>(\*\*<a href="src/openai/types/beta/vector_store_create_params.py">params</a>) -> <a href="./src/openai/types/beta/vector_store.py">VectorStore</a></code>
+- <code title="get /vector_stores/{vector_store_id}">client.beta.vector_stores.<a href="./src/openai/resources/beta/vector_stores/vector_stores.py">retrieve</a>(vector_store_id) -> <a href="./src/openai/types/beta/vector_store.py">VectorStore</a></code>
+- <code title="post /vector_stores/{vector_store_id}">client.beta.vector_stores.<a href="./src/openai/resources/beta/vector_stores/vector_stores.py">update</a>(vector_store_id, \*\*<a href="src/openai/types/beta/vector_store_update_params.py">params</a>) -> <a href="./src/openai/types/beta/vector_store.py">VectorStore</a></code>
+- <code title="get /vector_stores">client.beta.vector_stores.<a href="./src/openai/resources/beta/vector_stores/vector_stores.py">list</a>(\*\*<a href="src/openai/types/beta/vector_store_list_params.py">params</a>) -> <a href="./src/openai/types/beta/vector_store.py">SyncCursorPage[VectorStore]</a></code>
+- <code title="delete /vector_stores/{vector_store_id}">client.beta.vector_stores.<a href="./src/openai/resources/beta/vector_stores/vector_stores.py">delete</a>(vector_store_id) -> <a href="./src/openai/types/beta/vector_store_deleted.py">VectorStoreDeleted</a></code>
+
+### Files
+
+Types:
+
+```python
+from openai.types.beta.vector_stores import VectorStoreFile, VectorStoreFileDeleted
+```
+
+Methods:
+
+- <code title="post /vector_stores/{vector_store_id}/files">client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">create</a>(vector_store_id, \*\*<a href="src/openai/types/beta/vector_stores/file_create_params.py">params</a>) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file.py">VectorStoreFile</a></code>
+- <code title="get /vector_stores/{vector_store_id}/files/{file_id}">client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">retrieve</a>(file_id, \*, vector_store_id) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file.py">VectorStoreFile</a></code>
+- <code title="get /vector_stores/{vector_store_id}/files">client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">list</a>(vector_store_id, \*\*<a href="src/openai/types/beta/vector_stores/file_list_params.py">params</a>) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file.py">SyncCursorPage[VectorStoreFile]</a></code>
+- <code title="delete /vector_stores/{vector_store_id}/files/{file_id}">client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">delete</a>(file_id, \*, vector_store_id) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file_deleted.py">VectorStoreFileDeleted</a></code>
+- <code>client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">create_and_poll</a>(\*args) -> VectorStoreFile</code>
+- <code>client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">poll</a>(\*args) -> VectorStoreFile</code>
+- <code>client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">upload</a>(\*args) -> VectorStoreFile</code>
+- <code>client.beta.vector_stores.files.<a href="./src/openai/resources/beta/vector_stores/files.py">upload_and_poll</a>(\*args) -> VectorStoreFile</code>
+
+### FileBatches
+
+Types:
+
+```python
+from openai.types.beta.vector_stores import VectorStoreFileBatch
+```
+
+Methods:
+
+- <code title="post /vector_stores/{vector_store_id}/file_batches">client.beta.vector_stores.file_batches.<a href="./src/openai/resources/beta/vector_stores/file_batches.py">create</a>(vector_store_id, \*\*<a href="src/openai/types/beta/vector_stores/file_batch_create_params.py">params</a>) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file_batch.py">VectorStoreFileBatch</a></code>
+- <code title="get /vector_stores/{vector_store_id}/file_batches/{batch_id}">client.beta.vector_stores.file_batches.<a href="./src/openai/resources/beta/vector_stores/file_batches.py">retrieve</a>(batch_id, \*, vector_store_id) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file_batch.py">VectorStoreFileBatch</a></code>
+- <code title="post /vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel">client.beta.vector_stores.file_batches.<a href="./src/openai/resources/beta/vector_stores/file_batches.py">cancel</a>(batch_id, \*, vector_store_id) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file_batch.py">VectorStoreFileBatch</a></code>
+- <code title="get /vector_stores/{vector_store_id}/file_batches/{batch_id}/files">client.beta.vector_stores.file_batches.<a href="./src/openai/resources/beta/vector_stores/file_batches.py">list_files</a>(batch_id, \*, vector_store_id, \*\*<a href="src/openai/types/beta/vector_stores/file_batch_list_files_params.py">params</a>) -> <a href="./src/openai/types/beta/vector_stores/vector_store_file.py">SyncCursorPage[VectorStoreFile]</a></code>
+- <code>client.beta.vector_stores.file_batches.<a href="./src/openai/resources/beta/vector_stores/file_batches.py">create_and_poll</a>(\*args) -> VectorStoreFileBatch</code>
+- <code>client.beta.vector_stores.file_batches.<a href="./src/openai/resources/beta/vector_stores/file_batches.py">poll</a>(\*args) -> VectorStoreFileBatch</code>
+- <code>client.beta.vector_stores.file_batches.<a href="./src/openai/resources/beta/vector_stores/file_batches.py">upload_and_poll</a>(\*args) -> VectorStoreFileBatch</code>
+
 ## Assistants
 
 Types:
@@ -207,9 +260,9 @@ from openai.types.beta import (
     AssistantStreamEvent,
     AssistantTool,
     CodeInterpreterTool,
+    FileSearchTool,
     FunctionTool,
     MessageStreamEvent,
-    RetrievalTool,
     RunStepStreamEvent,
     RunStreamEvent,
     ThreadStreamEvent,
@@ -218,26 +271,11 @@ from openai.types.beta import (
 
 Methods:
 
-- <code title="post /assistants">client.beta.assistants.<a href="./src/openai/resources/beta/assistants/assistants.py">create</a>(\*\*<a href="src/openai/types/beta/assistant_create_params.py">params</a>) -> <a href="./src/openai/types/beta/assistant.py">Assistant</a></code>
-- <code title="get /assistants/{assistant_id}">client.beta.assistants.<a href="./src/openai/resources/beta/assistants/assistants.py">retrieve</a>(assistant_id) -> <a href="./src/openai/types/beta/assistant.py">Assistant</a></code>
-- <code title="post /assistants/{assistant_id}">client.beta.assistants.<a href="./src/openai/resources/beta/assistants/assistants.py">update</a>(assistant_id, \*\*<a href="src/openai/types/beta/assistant_update_params.py">params</a>) -> <a href="./src/openai/types/beta/assistant.py">Assistant</a></code>
-- <code title="get /assistants">client.beta.assistants.<a href="./src/openai/resources/beta/assistants/assistants.py">list</a>(\*\*<a href="src/openai/types/beta/assistant_list_params.py">params</a>) -> <a href="./src/openai/types/beta/assistant.py">SyncCursorPage[Assistant]</a></code>
-- <code title="delete /assistants/{assistant_id}">client.beta.assistants.<a href="./src/openai/resources/beta/assistants/assistants.py">delete</a>(assistant_id) -> <a href="./src/openai/types/beta/assistant_deleted.py">AssistantDeleted</a></code>
-
-### Files
-
-Types:
-
-```python
-from openai.types.beta.assistants import AssistantFile, FileDeleteResponse
-```
-
-Methods:
-
-- <code title="post /assistants/{assistant_id}/files">client.beta.assistants.files.<a href="./src/openai/resources/beta/assistants/files.py">create</a>(assistant_id, \*\*<a href="src/openai/types/beta/assistants/file_create_params.py">params</a>) -> <a href="./src/openai/types/beta/assistants/assistant_file.py">AssistantFile</a></code>
-- <code title="get /assistants/{assistant_id}/files/{file_id}">client.beta.assistants.files.<a href="./src/openai/resources/beta/assistants/files.py">retrieve</a>(file_id, \*, assistant_id) -> <a href="./src/openai/types/beta/assistants/assistant_file.py">AssistantFile</a></code>
-- <code title="get /assistants/{assistant_id}/files">client.beta.assistants.files.<a href="./src/openai/resources/beta/assistants/files.py">list</a>(assistant_id, \*\*<a href="src/openai/types/beta/assistants/file_list_params.py">params</a>) -> <a href="./src/openai/types/beta/assistants/assistant_file.py">SyncCursorPage[AssistantFile]</a></code>
-- <code title="delete /assistants/{assistant_id}/files/{file_id}">client.beta.assistants.files.<a href="./src/openai/resources/beta/assistants/files.py">delete</a>(file_id, \*, assistant_id) -> <a href="./src/openai/types/beta/assistants/file_delete_response.py">FileDeleteResponse</a></code>
+- <code title="post /assistants">client.beta.assistants.<a href="./src/openai/resources/beta/assistants.py">create</a>(\*\*<a href="src/openai/types/beta/assistant_create_params.py">params</a>) -> <a href="./src/openai/types/beta/assistant.py">Assistant</a></code>
+- <code title="get /assistants/{assistant_id}">client.beta.assistants.<a href="./src/openai/resources/beta/assistants.py">retrieve</a>(assistant_id) -> <a href="./src/openai/types/beta/assistant.py">Assistant</a></code>
+- <code title="post /assistants/{assistant_id}">client.beta.assistants.<a href="./src/openai/resources/beta/assistants.py">update</a>(assistant_id, \*\*<a href="src/openai/types/beta/assistant_update_params.py">params</a>) -> <a href="./src/openai/types/beta/assistant.py">Assistant</a></code>
+- <code title="get /assistants">client.beta.assistants.<a href="./src/openai/resources/beta/assistants.py">list</a>(\*\*<a href="src/openai/types/beta/assistant_list_params.py">params</a>) -> <a href="./src/openai/types/beta/assistant.py">SyncCursorPage[Assistant]</a></code>
+- <code title="delete /assistants/{assistant_id}">client.beta.assistants.<a href="./src/openai/resources/beta/assistants.py">delete</a>(assistant_id) -> <a href="./src/openai/types/beta/assistant_deleted.py">AssistantDeleted</a></code>
 
 ## Threads
 
@@ -298,11 +336,11 @@ from openai.types.beta.threads.runs import (
     CodeInterpreterOutputImage,
     CodeInterpreterToolCall,
     CodeInterpreterToolCallDelta,
+    FileSearchToolCall,
+    FileSearchToolCallDelta,
     FunctionToolCall,
     FunctionToolCallDelta,
     MessageCreationStepDetails,
-    RetrievalToolCall,
-    RetrievalToolCallDelta,
     RunStep,
     RunStepDelta,
     RunStepDeltaEvent,
@@ -350,23 +388,10 @@ from openai.types.beta.threads import (
 
 Methods:
 
-- <code title="post /threads/{thread_id}/messages">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages/messages.py">create</a>(thread_id, \*\*<a href="src/openai/types/beta/threads/message_create_params.py">params</a>) -> <a href="./src/openai/types/beta/threads/message.py">Message</a></code>
-- <code title="get /threads/{thread_id}/messages/{message_id}">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages/messages.py">retrieve</a>(message_id, \*, thread_id) -> <a href="./src/openai/types/beta/threads/message.py">Message</a></code>
-- <code title="post /threads/{thread_id}/messages/{message_id}">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages/messages.py">update</a>(message_id, \*, thread_id, \*\*<a href="src/openai/types/beta/threads/message_update_params.py">params</a>) -> <a href="./src/openai/types/beta/threads/message.py">Message</a></code>
-- <code title="get /threads/{thread_id}/messages">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages/messages.py">list</a>(thread_id, \*\*<a href="src/openai/types/beta/threads/message_list_params.py">params</a>) -> <a href="./src/openai/types/beta/threads/message.py">SyncCursorPage[Message]</a></code>
-
-#### Files
-
-Types:
-
-```python
-from openai.types.beta.threads.messages import MessageFile
-```
-
-Methods:
-
-- <code title="get /threads/{thread_id}/messages/{message_id}/files/{file_id}">client.beta.threads.messages.files.<a href="./src/openai/resources/beta/threads/messages/files.py">retrieve</a>(file_id, \*, thread_id, message_id) -> <a href="./src/openai/types/beta/threads/messages/message_file.py">MessageFile</a></code>
-- <code title="get /threads/{thread_id}/messages/{message_id}/files">client.beta.threads.messages.files.<a href="./src/openai/resources/beta/threads/messages/files.py">list</a>(message_id, \*, thread_id, \*\*<a href="src/openai/types/beta/threads/messages/file_list_params.py">params</a>) -> <a href="./src/openai/types/beta/threads/messages/message_file.py">SyncCursorPage[MessageFile]</a></code>
+- <code title="post /threads/{thread_id}/messages">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages.py">create</a>(thread_id, \*\*<a href="src/openai/types/beta/threads/message_create_params.py">params</a>) -> <a href="./src/openai/types/beta/threads/message.py">Message</a></code>
+- <code title="get /threads/{thread_id}/messages/{message_id}">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages.py">retrieve</a>(message_id, \*, thread_id) -> <a href="./src/openai/types/beta/threads/message.py">Message</a></code>
+- <code title="post /threads/{thread_id}/messages/{message_id}">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages.py">update</a>(message_id, \*, thread_id, \*\*<a href="src/openai/types/beta/threads/message_update_params.py">params</a>) -> <a href="./src/openai/types/beta/threads/message.py">Message</a></code>
+- <code title="get /threads/{thread_id}/messages">client.beta.threads.messages.<a href="./src/openai/resources/beta/threads/messages.py">list</a>(thread_id, \*\*<a href="src/openai/types/beta/threads/message_list_params.py">params</a>) -> <a href="./src/openai/types/beta/threads/message.py">SyncCursorPage[Message]</a></code>
 
 # Batches
 

helpers.md

@@ -213,3 +213,24 @@ def get_final_messages(self) -> List[Message]
 
 These methods are provided for convenience to collect information at the end of a stream. Calling these events
 will trigger consumption of the stream until completion and then return the relevant accumulated objects.
+
+# Polling Helpers
+
+When interacting with the API some actions such as starting a Run and adding files to vector stores are asynchronous and take time to complete.
+The SDK includes helper functions which will poll the status until it reaches a terminal state and then return the resulting object.
+If an API method results in an action which could benefit from polling there will be a corresponding version of the
+method ending in `_and_poll`.
+
+All methods also allow you to set the polling frequency, how often the API is checked for an update, via a function argument (`poll_interval_ms`).
+
+The polling methods are:
+
+```python
+client.beta.threads.create_and_run_poll(...)
+client.beta.threads.runs.create_and_poll(...)
+client.beta.threads.runs.submit_tool_ouptputs_and_poll(...)
+client.beta.vector_stores.files.upload_and_poll(...)
+client.beta.vector_stores.files.create_and_poll(...)
+client.beta.vector_stores.file_batches.create_and_poll(...)
+client.beta.vector_stores.file_batches.upload_and_poll(...)
+```

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "openai"
-version = "1.20.0"
+version = "1.21.0"
 description = "The official Python library for the openai API"
 dynamic = ["readme"]
 license = "Apache-2.0"
@@ -63,7 +63,8 @@ dev-dependencies = [
     "inline-snapshot >=0.7.0",
     "azure-identity >=1.14.1",
     "types-tqdm > 4",
-    "types-pyaudio > 0"
+    "types-pyaudio > 0",
+    "trio >=0.22.2"
 ]
 
 [tool.rye.scripts]

requirements-dev.lock

@@ -18,7 +18,9 @@ argcomplete==3.1.2
 asttokens==2.4.1
     # via inline-snapshot
 attrs==23.1.0
+    # via outcome
     # via pytest
+    # via trio
 azure-core==1.30.1
     # via azure-identity
 azure-identity==1.15.0
@@ -48,6 +50,7 @@ distro==1.8.0
     # via openai
 exceptiongroup==1.1.3
     # via anyio
+    # via trio
 executing==2.0.1
     # via inline-snapshot
 filelock==3.12.4
@@ -63,6 +66,7 @@ idna==3.4
     # via anyio
     # via httpx
     # via requests
+    # via trio
 importlib-metadata==7.0.0
 iniconfig==2.0.0
     # via pytest
@@ -83,6 +87,8 @@ numpy==1.26.3
     # via openai
     # via pandas
     # via pandas-stubs
+outcome==1.3.0.post0
+    # via trio
 packaging==23.2
     # via black
     # via msal-extensions
@@ -136,6 +142,9 @@ sniffio==1.3.0
     # via anyio
     # via httpx
     # via openai
+    # via trio
+sortedcontainers==2.4.0
+    # via trio
 time-machine==2.9.0
 toml==0.10.2
     # via inline-snapshot
@@ -145,6 +154,7 @@ tomli==2.0.1
     # via pytest
 tqdm==4.66.1
     # via openai
+trio==0.22.2
 types-pyaudio==0.2.16.20240106
 types-pytz==2024.1.0.20240203
     # via pandas-stubs

src/openai/_version.py

@@ -1,4 +1,4 @@
 # File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
 
 __title__ = "openai"
-__version__ = "1.20.0"  # x-release-please-version
+__version__ = "1.21.0"  # x-release-please-version

src/openai/resources/beta/__init__.py

@@ -24,8 +24,22 @@
     AssistantsWithStreamingResponse,
     AsyncAssistantsWithStreamingResponse,
 )
+from .vector_stores import (
+    VectorStores,
+    AsyncVectorStores,
+    VectorStoresWithRawResponse,
+    AsyncVectorStoresWithRawResponse,
+    VectorStoresWithStreamingResponse,
+    AsyncVectorStoresWithStreamingResponse,
+)
 
 __all__ = [
+    "VectorStores",
+    "AsyncVectorStores",
+    "VectorStoresWithRawResponse",
+    "AsyncVectorStoresWithRawResponse",
+    "VectorStoresWithStreamingResponse",
+    "AsyncVectorStoresWithStreamingResponse",
     "Assistants",
     "AsyncAssistants",
     "AssistantsWithRawResponse",