AgentbaseHQ · jlia0 · Oct 11, 2025 · Oct 11, 2025 · Oct 11, 2025
diff --git a/.release-please-manifest.json b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "0.3.1"
+  ".": "0.4.0"
 }
diff --git a/.stats.yml b/.stats.yml
@@ -1,4 +1,4 @@
 configured_endpoints: 3
-openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/agentbase%2Fagentbase-b248631a2800e6d0f22a253717a63a551d9305e4c990dceb2f5c5361c519fa24.yml
-openapi_spec_hash: 4c06f6155fb614add9b30cd294266e11
-config_hash: 2ad1177ae9ac1a57dc61c0f7e142fc06
+openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/agentbase%2Fagentbase-461274f650eccdf115b96ee1dbf1c0d4eb31485992cedc84ee0187aec72d63a5.yml
+openapi_spec_hash: b8fa5fd0c89d9004d608af6061d0bf28
+config_hash: 8d9b688cf969a1760b1300b65b80e796
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,5 +1,13 @@
 # Changelog
 
+## 0.4.0 (2025-10-11)
+
+Full Changelog: [v0.3.1...v0.4.0](https://github.com/AgentbaseHQ/agentbase-python/compare/v0.3.1...v0.4.0)
+
+### Features
+
+* **api:** manual updates ([0dd1219](https://github.com/AgentbaseHQ/agentbase-python/commit/0dd12194314a6f967ee3ca879e3663da2b75a911))
+
 ## 0.3.1 (2025-10-11)
 
 Full Changelog: [v0.3.0...v0.3.1](https://github.com/AgentbaseHQ/agentbase-python/compare/v0.3.0...v0.3.1)

diff --git a/README.md b/README.md
@@ -15,7 +15,7 @@ It is generated with [Stainless](https://www.stainless.com/).
 
 ## Documentation
 
-The full API of this library can be found in [api.md](api.md).
+The REST API documentation can be found on [docs.agentbase.sh](https://docs.agentbase.sh). The full API of this library can be found in [api.md](api.md).
 
 ## Installation
 
@@ -142,6 +142,22 @@ Nested request parameters are [TypedDicts](https://docs.python.org/3/library/typ
 
 Typed requests and responses provide autocomplete and documentation within your editor. If you would like to see type errors in VS Code to help catch bugs earlier, set `python.analysis.typeCheckingMode` to `basic`.
 
+## Nested params
+
+Nested parameters are dictionaries, typed using `TypedDict`, for example:
+
+```python
+from agentbase import Agentbase
+
+client = Agentbase()
+
+response = client.run_agent(
+    message="message",
+    callback={"url": "https://example.com"},
+)
+print(response.callback)
+```
+
 ## Handling errors
 
 When the library is unable to connect to the API (for example, due to network connection problems or a timeout), a subclass of `agentbase.APIConnectionError` is raised.

diff --git a/SECURITY.md b/SECURITY.md
@@ -18,6 +18,10 @@ before making any information public.
 If you encounter security issues that are not directly related to SDKs but pertain to the services
 or products provided by Agentbase, please follow the respective company's security reporting guidelines.
 
+### Agentbase Terms and Policies
+
+Please contact team@agentbase.sh for any questions or concerns regarding the security of our services.
+
 ---
 
 Thank you for helping us keep the SDKs and systems they interact with secure.
diff --git a/api.md b/api.md
@@ -10,26 +10,27 @@ Methods:
 
 - <code title="post /">client.<a href="./src/agentbase/_client.py">run_agent</a>(\*\*<a href="src/agentbase/types/client_run_agent_params.py">params</a>) -> str</code>
 
-# GetMessages
+# Agent
 
 Types:
 
 ```python
-from agentbase.types import GetMessageRetrieveResponse
+from agentbase.types import AgentRunResponse
 ```
 
 Methods:
 
-- <code title="post /get-messages">client.get_messages.<a href="./src/agentbase/resources/get_messages.py">retrieve</a>(\*\*<a href="src/agentbase/types/get_message_retrieve_params.py">params</a>) -> <a href="./src/agentbase/types/get_message_retrieve_response.py">GetMessageRetrieveResponse</a></code>
+- <code title="post /">client.agent.<a href="./src/agentbase/resources/agent.py">run</a>(\*\*<a href="src/agentbase/types/agent_run_params.py">params</a>) -> str</code>
 
-# ClearMessages
+# Messages
 
 Types:
 
 ```python
-from agentbase.types import ClearMessageClearResponse
+from agentbase.types import MessageClearResponse, MessageGetResponse
 ```
 
 Methods:
 
-- <code title="post /clear-messages">client.clear_messages.<a href="./src/agentbase/resources/clear_messages.py">clear</a>(\*\*<a href="src/agentbase/types/clear_message_clear_params.py">params</a>) -> <a href="./src/agentbase/types/clear_message_clear_response.py">ClearMessageClearResponse</a></code>
+- <code title="post /clear-messages">client.messages.<a href="./src/agentbase/resources/messages.py">clear</a>(\*\*<a href="src/agentbase/types/message_clear_params.py">params</a>) -> <a href="./src/agentbase/types/message_clear_response.py">MessageClearResponse</a></code>
+- <code title="post /get-messages">client.messages.<a href="./src/agentbase/resources/messages.py">get</a>(\*\*<a href="src/agentbase/types/message_get_params.py">params</a>) -> <a href="./src/agentbase/types/message_get_response.py">MessageGetResponse</a></code>
diff --git a/pyproject.toml b/pyproject.toml
@@ -1,11 +1,11 @@
 [project]
 name = "agentbase-sdk"
-version = "0.3.1"
+version = "0.4.0"
 description = "The official Python library for the agentbase API"
 dynamic = ["readme"]
 license = "Apache-2.0"
 authors = [
-{ name = "Agentbase", email = "" },
+{ name = "Agentbase", email = "team@agentbase.sh" },
 ]
 dependencies = [
     "httpx>=0.23.0, <1",

diff --git a/src/agentbase/_client.py b/src/agentbase/_client.py
@@ -38,7 +38,7 @@
     async_to_raw_response_wrapper,
     async_to_streamed_response_wrapper,
 )
-from .resources import get_messages, clear_messages
+from .resources import agent, messages
 from ._streaming import Stream as Stream, AsyncStream as AsyncStream
 from ._exceptions import AgentbaseError, APIStatusError
 from ._base_client import (
@@ -62,8 +62,8 @@
 
 
 class Agentbase(SyncAPIClient):
-    get_messages: get_messages.GetMessagesResource
-    clear_messages: clear_messages.ClearMessagesResource
+    agent: agent.AgentResource
+    messages: messages.MessagesResource
     with_raw_response: AgentbaseWithRawResponse
     with_streaming_response: AgentbaseWithStreamedResponse
 
@@ -121,8 +121,8 @@ def __init__(
             _strict_response_validation=_strict_response_validation,
         )
 
-        self.get_messages = get_messages.GetMessagesResource(self)
-        self.clear_messages = clear_messages.ClearMessagesResource(self)
+        self.agent = agent.AgentResource(self)
+        self.messages = messages.MessagesResource(self)
         self.with_raw_response = AgentbaseWithRawResponse(self)
         self.with_streaming_response = AgentbaseWithStreamedResponse(self)
 
@@ -202,12 +202,17 @@ def run_agent(
         *,
         message: str,
         session: str | Omit = omit,
+        background: bool | Omit = omit,
+        callback: client_run_agent_params.Callback | Omit = omit,
         datastores: Iterable[client_run_agent_params.Datastore] | Omit = omit,
+        final_output: client_run_agent_params.FinalOutput | Omit = omit,
         mcp_servers: Iterable[client_run_agent_params.McpServer] | Omit = omit,
         mode: Literal["flash", "fast", "max"] | Omit = omit,
+        queries: Iterable[client_run_agent_params.Query] | Omit = omit,
         rules: SequenceNotStr[str] | Omit = omit,
         streaming_tokens: bool | Omit = omit,
         system: str | Omit = omit,
+        workflows: Iterable[client_run_agent_params.Workflow] | Omit = omit,
         # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
         # The extra values given here take precedence over values defined on the client or passed to this method.
         extra_headers: Headers | None = None,
@@ -231,21 +236,38 @@ def run_agent(
           session: The session ID to continue the agent session conversation. If not provided, a
               new session will be created.
 
+          background: Whether to run the agent asynchronously on the server. When set to true, use
+              callback parameter to receive events.
+
+          callback: A callback endpoint configuration to send agent message events back to. Use with
+              background true.
+
           datastores: A set of datastores for the agent to utilize. Each object must include a `id`
               and `name`.
 
+          final_output: Configuration for an extra final output event that processes the entire agent
+              message thread and produces a structured output based on the provided JSON
+              schema.
+
           mcp_servers: A list of MCP server configurations. Each object must include a `serverName` and
               `serverUrl`.
 
           mode: The agent mode. Allowed values are `flash`, `fast` or `max`. Defaults to `fast`
               if not supplied.
 
+          queries: A set of custom actions based on datastore (database) queries. Allows you to
+              quickly define actions that the agent can use to query your datastores.
+
           rules: A list of constraints that the agent must follow.
 
           streaming_tokens: Whether to stream the agent messages token by token.
 
           system: A system prompt to provide system information to the agent.
 
+          workflows: A set of declarative workflows for the agent to execute. Each workflow is a DAG
+              (Directed Acyclic Graph) of steps that the agent interprets and executes
+              dynamically.
+
           extra_headers: Send extra headers
 
           extra_query: Add additional query parameters to the request
@@ -260,12 +282,17 @@ def run_agent(
             body=maybe_transform(
                 {
                     "message": message,
+                    "background": background,
+                    "callback": callback,
                     "datastores": datastores,
+                    "final_output": final_output,
                     "mcp_servers": mcp_servers,
                     "mode": mode,
+                    "queries": queries,
                     "rules": rules,
                     "streaming_tokens": streaming_tokens,
                     "system": system,
+                    "workflows": workflows,
                 },
                 client_run_agent_params.ClientRunAgentParams,
             ),
@@ -316,8 +343,8 @@ def _make_status_error(
 
 
 class AsyncAgentbase(AsyncAPIClient):
-    get_messages: get_messages.AsyncGetMessagesResource
-    clear_messages: clear_messages.AsyncClearMessagesResource
+    agent: agent.AsyncAgentResource
+    messages: messages.AsyncMessagesResource
     with_raw_response: AsyncAgentbaseWithRawResponse
     with_streaming_response: AsyncAgentbaseWithStreamedResponse
 
@@ -375,8 +402,8 @@ def __init__(
             _strict_response_validation=_strict_response_validation,
         )
 
-        self.get_messages = get_messages.AsyncGetMessagesResource(self)
-        self.clear_messages = clear_messages.AsyncClearMessagesResource(self)
+        self.agent = agent.AsyncAgentResource(self)
+        self.messages = messages.AsyncMessagesResource(self)
         self.with_raw_response = AsyncAgentbaseWithRawResponse(self)
         self.with_streaming_response = AsyncAgentbaseWithStreamedResponse(self)
 
@@ -456,12 +483,17 @@ async def run_agent(
         *,
         message: str,
         session: str | Omit = omit,
+        background: bool | Omit = omit,
+        callback: client_run_agent_params.Callback | Omit = omit,
         datastores: Iterable[client_run_agent_params.Datastore] | Omit = omit,
+        final_output: client_run_agent_params.FinalOutput | Omit = omit,
         mcp_servers: Iterable[client_run_agent_params.McpServer] | Omit = omit,
         mode: Literal["flash", "fast", "max"] | Omit = omit,
+        queries: Iterable[client_run_agent_params.Query] | Omit = omit,
         rules: SequenceNotStr[str] | Omit = omit,
         streaming_tokens: bool | Omit = omit,
         system: str | Omit = omit,
+        workflows: Iterable[client_run_agent_params.Workflow] | Omit = omit,
         # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
         # The extra values given here take precedence over values defined on the client or passed to this method.
         extra_headers: Headers | None = None,
@@ -485,21 +517,38 @@ async def run_agent(
           session: The session ID to continue the agent session conversation. If not provided, a
               new session will be created.
 
+          background: Whether to run the agent asynchronously on the server. When set to true, use
+              callback parameter to receive events.
+
+          callback: A callback endpoint configuration to send agent message events back to. Use with
+              background true.
+
           datastores: A set of datastores for the agent to utilize. Each object must include a `id`
               and `name`.
 
+          final_output: Configuration for an extra final output event that processes the entire agent
+              message thread and produces a structured output based on the provided JSON
+              schema.
+
           mcp_servers: A list of MCP server configurations. Each object must include a `serverName` and
               `serverUrl`.
 
           mode: The agent mode. Allowed values are `flash`, `fast` or `max`. Defaults to `fast`
               if not supplied.
 
+          queries: A set of custom actions based on datastore (database) queries. Allows you to
+              quickly define actions that the agent can use to query your datastores.
+
           rules: A list of constraints that the agent must follow.
 
           streaming_tokens: Whether to stream the agent messages token by token.
 
           system: A system prompt to provide system information to the agent.
 
+          workflows: A set of declarative workflows for the agent to execute. Each workflow is a DAG
+              (Directed Acyclic Graph) of steps that the agent interprets and executes
+              dynamically.
+
           extra_headers: Send extra headers
 
           extra_query: Add additional query parameters to the request
@@ -514,12 +563,17 @@ async def run_agent(
             body=await async_maybe_transform(
                 {
                     "message": message,
+                    "background": background,
+                    "callback": callback,
                     "datastores": datastores,
+                    "final_output": final_output,
                     "mcp_servers": mcp_servers,
                     "mode": mode,
+                    "queries": queries,
                     "rules": rules,
                     "streaming_tokens": streaming_tokens,
                     "system": system,
+                    "workflows": workflows,
                 },
                 client_run_agent_params.ClientRunAgentParams,
             ),
@@ -571,8 +625,8 @@ def _make_status_error(
 
 class AgentbaseWithRawResponse:
     def __init__(self, client: Agentbase) -> None:
-        self.get_messages = get_messages.GetMessagesResourceWithRawResponse(client.get_messages)
-        self.clear_messages = clear_messages.ClearMessagesResourceWithRawResponse(client.clear_messages)
+        self.agent = agent.AgentResourceWithRawResponse(client.agent)
+        self.messages = messages.MessagesResourceWithRawResponse(client.messages)
 
         self.run_agent = to_raw_response_wrapper(
             client.run_agent,
@@ -581,8 +635,8 @@ def __init__(self, client: Agentbase) -> None:
 
 class AsyncAgentbaseWithRawResponse:
     def __init__(self, client: AsyncAgentbase) -> None:
-        self.get_messages = get_messages.AsyncGetMessagesResourceWithRawResponse(client.get_messages)
-        self.clear_messages = clear_messages.AsyncClearMessagesResourceWithRawResponse(client.clear_messages)
+        self.agent = agent.AsyncAgentResourceWithRawResponse(client.agent)
+        self.messages = messages.AsyncMessagesResourceWithRawResponse(client.messages)
 
         self.run_agent = async_to_raw_response_wrapper(
             client.run_agent,
@@ -591,8 +645,8 @@ def __init__(self, client: AsyncAgentbase) -> None:
 
 class AgentbaseWithStreamedResponse:
     def __init__(self, client: Agentbase) -> None:
-        self.get_messages = get_messages.GetMessagesResourceWithStreamingResponse(client.get_messages)
-        self.clear_messages = clear_messages.ClearMessagesResourceWithStreamingResponse(client.clear_messages)
+        self.agent = agent.AgentResourceWithStreamingResponse(client.agent)
+        self.messages = messages.MessagesResourceWithStreamingResponse(client.messages)
 
         self.run_agent = to_streamed_response_wrapper(
             client.run_agent,
@@ -601,8 +655,8 @@ def __init__(self, client: Agentbase) -> None:
 
 class AsyncAgentbaseWithStreamedResponse:
     def __init__(self, client: AsyncAgentbase) -> None:
-        self.get_messages = get_messages.AsyncGetMessagesResourceWithStreamingResponse(client.get_messages)
-        self.clear_messages = clear_messages.AsyncClearMessagesResourceWithStreamingResponse(client.clear_messages)
+        self.agent = agent.AsyncAgentResourceWithStreamingResponse(client.agent)
+        self.messages = messages.AsyncMessagesResourceWithStreamingResponse(client.messages)
 
         self.run_agent = async_to_streamed_response_wrapper(
             client.run_agent,

diff --git a/src/agentbase/_version.py b/src/agentbase/_version.py
@@ -1,4 +1,4 @@
 # File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
 
 __title__ = "agentbase"
-__version__ = "0.3.1"  # x-release-please-version
+__version__ = "0.4.0"  # x-release-please-version