3.7 KiB
INVALID_CHAT_HISTORY
:::python
This error is raised in the prebuilt @[create_react_agent][create_react_agent] when the call_model graph node receives a malformed list of messages. Specifically, it is malformed when there are AIMessages with tool_calls (LLM requesting to call a tool) that do not have a corresponding ToolMessage (result of a tool invocation to return to the LLM).
:::
:::js
This error is raised in the prebuilt @[createReactAgent][create_react_agent] when the callModel graph node receives a malformed list of messages. Specifically, it is malformed when there are AIMessages with tool_calls (LLM requesting to call a tool) that do not have a corresponding ToolMessage (result of a tool invocation to return to the LLM).
:::
There could be a few reasons you're seeing this error:
:::python
-
You manually passed a malformed list of messages when invoking the graph, e.g.
graph.invoke({'messages': [AIMessage(..., tool_calls=[...])]}) -
The graph was interrupted before receiving updates from the
toolsnode (i.e. a list of ToolMessages) and you invoked it with an input that is not None or a ToolMessage, e.g.graph.invoke({'messages': [HumanMessage(...)]}, config).This interrupt could have been triggered in one of the following ways:
- You manually set
interrupt_before = ['tools']increate_react_agent - One of the tools raised an error that wasn't handled by the @[ToolNode][ToolNode] (
"tools")
- You manually set
:::
:::js
-
You manually passed a malformed list of messages when invoking the graph, e.g.
graph.invoke({messages: [new AIMessage({..., tool_calls: [...]})]}) -
The graph was interrupted before receiving updates from the
toolsnode (i.e. a list of ToolMessages) and you invoked it with an input that is not null or a ToolMessage, e.g.graph.invoke({messages: [new HumanMessage(...)]}, config).This interrupt could have been triggered in one of the following ways:
- You manually set
interruptBefore: ['tools']increateReactAgent - One of the tools raised an error that wasn't handled by the @[ToolNode][ToolNode] (
"tools")
- You manually set
:::
Troubleshooting
To resolve this, you can do one of the following:
- Don't invoke the graph with a malformed list of messages
- In case of an interrupt (manual or due to an error) you can:
:::python
-
provide ToolMessages that match existing tool calls and call
graph.invoke({'messages': [ToolMessage(...)]}). NOTE: this will append the messages to the history and run the graph from the START node.-
manually update the state and resume the graph from the interrupt:
1. get the list of most recent messages from the graph state with `graph.get_state(config)` 2. modify the list of messages to either remove unanswered tool calls from AIMessages
-
or add ToolMessages with tool_call_ids that match unanswered tool calls 3. call graph.update_state(config, {'messages': ...}) with the modified list of messages 4. resume the graph, e.g. call graph.invoke(None, config)
:::
:::js
-
provide ToolMessages that match existing tool calls and call
graph.invoke({messages: [new ToolMessage(...)]}). NOTE: this will append the messages to the history and run the graph from the START node.-
manually update the state and resume the graph from the interrupt:
1. get the list of most recent messages from the graph state with `graph.getState(config)` 2. modify the list of messages to either remove unanswered tool calls from AIMessages
-
or add ToolMessages with toolCallIds that match unanswered tool calls 3. call graph.updateState(config, {messages: ...}) with the modified list of messages 4. resume the graph, e.g. call graph.invoke(null, config)
:::