feat: use context mastra lg

typescript-sdk/integrations/langgraph/python/ag_ui_langgraph/agent.py

@@ -262,14 +262,13 @@ async def _handle_stream_events(self, input: RunAgentInput) -> AsyncGenerator[st
     async def prepare_stream(self, input: RunAgentInput, agent_state: State, config: RunnableConfig):
         state_input = input.state or {}
         messages = input.messages or []
-        tools = input.tools or []
         forwarded_props = input.forwarded_props or {}
         thread_id = input.thread_id
 
         state_input["messages"] = agent_state.values.get("messages", [])
         self.active_run["current_graph_state"] = agent_state.values.copy()
         langchain_messages = agui_messages_to_langchain(messages)
-        state = self.langgraph_default_merge_state(state_input, langchain_messages, tools)
+        state = self.langgraph_default_merge_state(state_input, langchain_messages, input)
         self.active_run["current_graph_state"].update(state)
         config["configurable"]["thread_id"] = thread_id
         interrupts = agent_state.tasks[0].interrupts if agent_state.tasks and len(agent_state.tasks) > 0 else []
@@ -368,7 +367,7 @@ async def prepare_regenerate_stream( # pylint: disable=too-many-arguments
             as_node=time_travel_checkpoint.next[0] if time_travel_checkpoint.next else "__start__"
         )
 
-        stream_input = self.langgraph_default_merge_state(time_travel_checkpoint.values, [message_checkpoint], tools)
+        stream_input = self.langgraph_default_merge_state(time_travel_checkpoint.values, [message_checkpoint], input)
         subgraphs_stream_enabled = input.forwarded_props.get('stream_subgraphs') if input.forwarded_props else False
         stream = self.graph.astream_events(
             stream_input,
@@ -415,7 +414,7 @@ def get_schema_keys(self, config) -> SchemaKeys:
                 "config": [],
             }
 
-    def langgraph_default_merge_state(self, state: State, messages: List[BaseMessage], tools: Any) -> State:
+    def langgraph_default_merge_state(self, state: State, messages: List[BaseMessage], input: RunAgentInput) -> State:
         if messages and isinstance(messages[0], SystemMessage):
             messages = messages[1:]
 
@@ -424,6 +423,7 @@ def langgraph_default_merge_state(self, state: State, messages: List[BaseMessage
 
         new_messages = [msg for msg in messages if msg.id not in existing_message_ids]
 
+        tools = input.tools or []
         tools_as_dicts = []
         if tools:
             for tool in tools:
@@ -438,6 +438,10 @@ def langgraph_default_merge_state(self, state: State, messages: List[BaseMessage
             **state,
             "messages": new_messages,
             "tools": [*state.get("tools", []), *tools_as_dicts],
+            "ag-ui": {
+                "tools": [*state.get("tools", []), *tools_as_dicts],
+                "context": input.context or []
+            }
         }
 
     def get_state_snapshot(self, state: State) -> State:

typescript-sdk/integrations/langgraph/src/agent.ts

@@ -24,6 +24,8 @@ import {
   RunMetadata,
   PredictStateTool,
   LangGraphReasoning,
+  StateEnrichment,
+  LangGraphTool,
 } from "./types";
 import {
   AbstractAgent,
@@ -181,7 +183,7 @@ export class LangGraphAgent extends AbstractAgent {
   }
 
   async prepareRegenerateStream(input: RegenerateInput, streamMode: StreamMode | StreamMode[]) {
-    const { threadId, messageCheckpoint, tools } = input;
+    const { threadId, messageCheckpoint } = input;
 
     const timeTravelCheckpoint = await this.getCheckpointByMessage(
       messageCheckpoint!.id!,
@@ -196,7 +198,7 @@ export class LangGraphAgent extends AbstractAgent {
     }
 
     const fork = await this.client.threads.updateState(threadId, {
-      values: this.langGraphDefaultMergeState(timeTravelCheckpoint.values, [], tools),
+      values: this.langGraphDefaultMergeState(timeTravelCheckpoint.values, [], input),
       checkpointId: timeTravelCheckpoint.checkpoint.checkpoint_id!,
       asNode: timeTravelCheckpoint.next?.[0] ?? "__start__",
     });
@@ -206,7 +208,7 @@ export class LangGraphAgent extends AbstractAgent {
       input: this.langGraphDefaultMergeState(
         timeTravelCheckpoint.values,
         [messageCheckpoint],
-        tools,
+        input,
       ),
       // @ts-ignore
       checkpointId: fork.checkpoint.checkpoint_id!,
@@ -255,14 +257,14 @@ export class LangGraphAgent extends AbstractAgent {
     const stateValuesDiff = this.langGraphDefaultMergeState(
       { ...inputState, messages: agentStateMessages },
       inputMessagesToLangchain,
-      tools,
+      input,
     );
     // Messages are a combination of existing messages in state + everything that was newly sent
     let threadState = {
       ...agentState,
       values: {
         ...stateValuesDiff,
-        messages: [...agentStateMessages, ...stateValuesDiff.messages],
+        messages: [...agentStateMessages, ...(stateValuesDiff.messages ?? [])],
       },
     };
     let stateValues = threadState.values;
@@ -968,7 +970,7 @@ export class LangGraphAgent extends AbstractAgent {
     }
   }
 
-  langGraphDefaultMergeState(state: State, messages: LangGraphMessage[], tools: any): State {
+  langGraphDefaultMergeState(state: State, messages: LangGraphMessage[], input: RunAgentExtendedInput): State<StateEnrichment> {
     if (messages.length > 0 && "role" in messages[0] && messages[0].role === "system") {
       // remove system message
       messages = messages.slice(1);
@@ -980,7 +982,7 @@ export class LangGraphAgent extends AbstractAgent {
 
     const newMessages = messages.filter((message) => !existingMessageIds.has(message.id));
 
-    const langGraphTools = [...(state.tools ?? []), ...(tools ?? [])].map((tool) => {
+    const langGraphTools: LangGraphTool[] = [...(state.tools ?? []), ...(input.tools ?? [])].map((tool) => {
       if (tool.type) {
         return tool;
       }
@@ -999,6 +1001,10 @@ export class LangGraphAgent extends AbstractAgent {
       ...state,
       messages: newMessages,
       tools: langGraphTools,
+      'ag-ui': {
+        tools: langGraphTools,
+        context: input.context,
+      }
     };
   }
 

typescript-sdk/integrations/langgraph/src/types.ts

@@ -1,5 +1,6 @@
-import { AssistantGraph, Message } from "@langchain/langgraph-sdk";
+import { AssistantGraph, Message as LangGraphMessage, } from "@langchain/langgraph-sdk";
 import { MessageType } from "@langchain/core/messages";
+import { RunAgentInput } from "@ag-ui/core";
 
 export enum LangGraphEventTypes {
   OnChainStart = "on_chain_start",
@@ -14,7 +15,26 @@ export enum LangGraphEventTypes {
   OnInterrupt = "on_interrupt",
 }
 
-export type State = Record<string, any>;
+export type LangGraphTool = {
+  type: "function";
+  function: {
+    name: string;
+    description: string;
+    parameters: any;
+  },
+}
+
+export type State<TDefinedState = Record<string, any>> = {
+  [k in keyof TDefinedState]: TDefinedState[k] | null;
+} & Record<string, any>;
+export interface StateEnrichment {
+  messages: LangGraphMessage[];
+  tools: LangGraphTool[];
+  'ag-ui': {
+    tools: LangGraphTool[];
+    context: RunAgentInput['context']
+  }
+}
 
 export type SchemaKeys = {
   input: string[] | null;
@@ -54,7 +74,7 @@ export interface ToolCall {
 }
 
 type BaseLangGraphPlatformMessage = Omit<
-  Message,
+  LangGraphMessage,
   | "isResultMessage"
   | "isTextMessage"
   | "isImageMessage"

typescript-sdk/integrations/mastra/src/mastra.ts

@@ -56,7 +56,7 @@ export class MastraAgent extends AbstractAgent {
     super(rest);
     this.agent = agent;
     this.resourceId = resourceId;
-    this.runtimeContext = runtimeContext;
+    this.runtimeContext = runtimeContext ?? new RuntimeContext();
   }
 
   protected run(input: RunAgentInput): Observable<BaseEvent> {
@@ -227,7 +227,7 @@ export class MastraAgent extends AbstractAgent {
    * @returns The stream of the mastra agent.
    */
   private async streamMastraAgent(
-    { threadId, runId, messages, tools }: RunAgentInput,
+    { threadId, runId, messages, tools, context: inputContext }: RunAgentInput,
     {
       onTextPart,
       onFinishMessagePart,
@@ -250,6 +250,7 @@ export class MastraAgent extends AbstractAgent {
     );
     const resourceId = this.resourceId ?? threadId;
     const convertedMessages = convertAGUIMessagesToMastra(messages);
+    this.runtimeContext?.set('ag-ui', { context: inputContext });
     const runtimeContext = this.runtimeContext;
 
     if (this.isLocalMastraAgent(this.agent)) {