3838 async_to_raw_response_wrapper ,
3939 async_to_streamed_response_wrapper ,
4040)
41- from .resources import get_messages , clear_messages
41+ from .resources import agent , messages
4242from ._streaming import Stream as Stream , AsyncStream as AsyncStream
4343from ._exceptions import AgentbaseError , APIStatusError
4444from ._base_client import (
6262
6363
6464class Agentbase (SyncAPIClient ):
65- get_messages : get_messages . GetMessagesResource
66- clear_messages : clear_messages . ClearMessagesResource
65+ agent : agent . AgentResource
66+ messages : messages . MessagesResource
6767 with_raw_response : AgentbaseWithRawResponse
6868 with_streaming_response : AgentbaseWithStreamedResponse
6969
@@ -121,8 +121,8 @@ def __init__(
121121 _strict_response_validation = _strict_response_validation ,
122122 )
123123
124- self .get_messages = get_messages . GetMessagesResource (self )
125- self .clear_messages = clear_messages . ClearMessagesResource (self )
124+ self .agent = agent . AgentResource (self )
125+ self .messages = messages . MessagesResource (self )
126126 self .with_raw_response = AgentbaseWithRawResponse (self )
127127 self .with_streaming_response = AgentbaseWithStreamedResponse (self )
128128
@@ -202,12 +202,17 @@ def run_agent(
202202 * ,
203203 message : str ,
204204 session : str | Omit = omit ,
205+ background : bool | Omit = omit ,
206+ callback : client_run_agent_params .Callback | Omit = omit ,
205207 datastores : Iterable [client_run_agent_params .Datastore ] | Omit = omit ,
208+ final_output : client_run_agent_params .FinalOutput | Omit = omit ,
206209 mcp_servers : Iterable [client_run_agent_params .McpServer ] | Omit = omit ,
207210 mode : Literal ["flash" , "fast" , "max" ] | Omit = omit ,
211+ queries : Iterable [client_run_agent_params .Query ] | Omit = omit ,
208212 rules : SequenceNotStr [str ] | Omit = omit ,
209213 streaming_tokens : bool | Omit = omit ,
210214 system : str | Omit = omit ,
215+ workflows : Iterable [client_run_agent_params .Workflow ] | Omit = omit ,
211216 # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
212217 # The extra values given here take precedence over values defined on the client or passed to this method.
213218 extra_headers : Headers | None = None ,
@@ -231,21 +236,38 @@ def run_agent(
231236 session: The session ID to continue the agent session conversation. If not provided, a
232237 new session will be created.
233238
239+ background: Whether to run the agent asynchronously on the server. When set to true, use
240+ callback parameter to receive events.
241+
242+ callback: A callback endpoint configuration to send agent message events back to. Use with
243+ background true.
244+
234245 datastores: A set of datastores for the agent to utilize. Each object must include a `id`
235246 and `name`.
236247
248+ final_output: Configuration for an extra final output event that processes the entire agent
249+ message thread and produces a structured output based on the provided JSON
250+ schema.
251+
237252 mcp_servers: A list of MCP server configurations. Each object must include a `serverName` and
238253 `serverUrl`.
239254
240255 mode: The agent mode. Allowed values are `flash`, `fast` or `max`. Defaults to `fast`
241256 if not supplied.
242257
258+ queries: A set of custom actions based on datastore (database) queries. Allows you to
259+ quickly define actions that the agent can use to query your datastores.
260+
243261 rules: A list of constraints that the agent must follow.
244262
245263 streaming_tokens: Whether to stream the agent messages token by token.
246264
247265 system: A system prompt to provide system information to the agent.
248266
267+ workflows: A set of declarative workflows for the agent to execute. Each workflow is a DAG
268+ (Directed Acyclic Graph) of steps that the agent interprets and executes
269+ dynamically.
270+
249271 extra_headers: Send extra headers
250272
251273 extra_query: Add additional query parameters to the request
@@ -260,12 +282,17 @@ def run_agent(
260282 body = maybe_transform (
261283 {
262284 "message" : message ,
285+ "background" : background ,
286+ "callback" : callback ,
263287 "datastores" : datastores ,
288+ "final_output" : final_output ,
264289 "mcp_servers" : mcp_servers ,
265290 "mode" : mode ,
291+ "queries" : queries ,
266292 "rules" : rules ,
267293 "streaming_tokens" : streaming_tokens ,
268294 "system" : system ,
295+ "workflows" : workflows ,
269296 },
270297 client_run_agent_params .ClientRunAgentParams ,
271298 ),
@@ -316,8 +343,8 @@ def _make_status_error(
316343
317344
318345class AsyncAgentbase (AsyncAPIClient ):
319- get_messages : get_messages . AsyncGetMessagesResource
320- clear_messages : clear_messages . AsyncClearMessagesResource
346+ agent : agent . AsyncAgentResource
347+ messages : messages . AsyncMessagesResource
321348 with_raw_response : AsyncAgentbaseWithRawResponse
322349 with_streaming_response : AsyncAgentbaseWithStreamedResponse
323350
@@ -375,8 +402,8 @@ def __init__(
375402 _strict_response_validation = _strict_response_validation ,
376403 )
377404
378- self .get_messages = get_messages . AsyncGetMessagesResource (self )
379- self .clear_messages = clear_messages . AsyncClearMessagesResource (self )
405+ self .agent = agent . AsyncAgentResource (self )
406+ self .messages = messages . AsyncMessagesResource (self )
380407 self .with_raw_response = AsyncAgentbaseWithRawResponse (self )
381408 self .with_streaming_response = AsyncAgentbaseWithStreamedResponse (self )
382409
@@ -456,12 +483,17 @@ async def run_agent(
456483 * ,
457484 message : str ,
458485 session : str | Omit = omit ,
486+ background : bool | Omit = omit ,
487+ callback : client_run_agent_params .Callback | Omit = omit ,
459488 datastores : Iterable [client_run_agent_params .Datastore ] | Omit = omit ,
489+ final_output : client_run_agent_params .FinalOutput | Omit = omit ,
460490 mcp_servers : Iterable [client_run_agent_params .McpServer ] | Omit = omit ,
461491 mode : Literal ["flash" , "fast" , "max" ] | Omit = omit ,
492+ queries : Iterable [client_run_agent_params .Query ] | Omit = omit ,
462493 rules : SequenceNotStr [str ] | Omit = omit ,
463494 streaming_tokens : bool | Omit = omit ,
464495 system : str | Omit = omit ,
496+ workflows : Iterable [client_run_agent_params .Workflow ] | Omit = omit ,
465497 # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
466498 # The extra values given here take precedence over values defined on the client or passed to this method.
467499 extra_headers : Headers | None = None ,
@@ -485,21 +517,38 @@ async def run_agent(
485517 session: The session ID to continue the agent session conversation. If not provided, a
486518 new session will be created.
487519
520+ background: Whether to run the agent asynchronously on the server. When set to true, use
521+ callback parameter to receive events.
522+
523+ callback: A callback endpoint configuration to send agent message events back to. Use with
524+ background true.
525+
488526 datastores: A set of datastores for the agent to utilize. Each object must include a `id`
489527 and `name`.
490528
529+ final_output: Configuration for an extra final output event that processes the entire agent
530+ message thread and produces a structured output based on the provided JSON
531+ schema.
532+
491533 mcp_servers: A list of MCP server configurations. Each object must include a `serverName` and
492534 `serverUrl`.
493535
494536 mode: The agent mode. Allowed values are `flash`, `fast` or `max`. Defaults to `fast`
495537 if not supplied.
496538
539+ queries: A set of custom actions based on datastore (database) queries. Allows you to
540+ quickly define actions that the agent can use to query your datastores.
541+
497542 rules: A list of constraints that the agent must follow.
498543
499544 streaming_tokens: Whether to stream the agent messages token by token.
500545
501546 system: A system prompt to provide system information to the agent.
502547
548+ workflows: A set of declarative workflows for the agent to execute. Each workflow is a DAG
549+ (Directed Acyclic Graph) of steps that the agent interprets and executes
550+ dynamically.
551+
503552 extra_headers: Send extra headers
504553
505554 extra_query: Add additional query parameters to the request
@@ -514,12 +563,17 @@ async def run_agent(
514563 body = await async_maybe_transform (
515564 {
516565 "message" : message ,
566+ "background" : background ,
567+ "callback" : callback ,
517568 "datastores" : datastores ,
569+ "final_output" : final_output ,
518570 "mcp_servers" : mcp_servers ,
519571 "mode" : mode ,
572+ "queries" : queries ,
520573 "rules" : rules ,
521574 "streaming_tokens" : streaming_tokens ,
522575 "system" : system ,
576+ "workflows" : workflows ,
523577 },
524578 client_run_agent_params .ClientRunAgentParams ,
525579 ),
@@ -571,8 +625,8 @@ def _make_status_error(
571625
572626class AgentbaseWithRawResponse :
573627 def __init__ (self , client : Agentbase ) -> None :
574- self .get_messages = get_messages . GetMessagesResourceWithRawResponse (client .get_messages )
575- self .clear_messages = clear_messages . ClearMessagesResourceWithRawResponse (client .clear_messages )
628+ self .agent = agent . AgentResourceWithRawResponse (client .agent )
629+ self .messages = messages . MessagesResourceWithRawResponse (client .messages )
576630
577631 self .run_agent = to_raw_response_wrapper (
578632 client .run_agent ,
@@ -581,8 +635,8 @@ def __init__(self, client: Agentbase) -> None:
581635
582636class AsyncAgentbaseWithRawResponse :
583637 def __init__ (self , client : AsyncAgentbase ) -> None :
584- self .get_messages = get_messages . AsyncGetMessagesResourceWithRawResponse (client .get_messages )
585- self .clear_messages = clear_messages . AsyncClearMessagesResourceWithRawResponse (client .clear_messages )
638+ self .agent = agent . AsyncAgentResourceWithRawResponse (client .agent )
639+ self .messages = messages . AsyncMessagesResourceWithRawResponse (client .messages )
586640
587641 self .run_agent = async_to_raw_response_wrapper (
588642 client .run_agent ,
@@ -591,8 +645,8 @@ def __init__(self, client: AsyncAgentbase) -> None:
591645
592646class AgentbaseWithStreamedResponse :
593647 def __init__ (self , client : Agentbase ) -> None :
594- self .get_messages = get_messages . GetMessagesResourceWithStreamingResponse (client .get_messages )
595- self .clear_messages = clear_messages . ClearMessagesResourceWithStreamingResponse (client .clear_messages )
648+ self .agent = agent . AgentResourceWithStreamingResponse (client .agent )
649+ self .messages = messages . MessagesResourceWithStreamingResponse (client .messages )
596650
597651 self .run_agent = to_streamed_response_wrapper (
598652 client .run_agent ,
@@ -601,8 +655,8 @@ def __init__(self, client: Agentbase) -> None:
601655
602656class AsyncAgentbaseWithStreamedResponse :
603657 def __init__ (self , client : AsyncAgentbase ) -> None :
604- self .get_messages = get_messages . AsyncGetMessagesResourceWithStreamingResponse (client .get_messages )
605- self .clear_messages = clear_messages . AsyncClearMessagesResourceWithStreamingResponse (client .clear_messages )
658+ self .agent = agent . AsyncAgentResourceWithStreamingResponse (client .agent )
659+ self .messages = messages . AsyncMessagesResourceWithStreamingResponse (client .messages )
606660
607661 self .run_agent = async_to_streamed_response_wrapper (
608662 client .run_agent ,
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