INVALID_CHAT_HISTORY¶
This error is raised in the prebuilt 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).
There could be a few reasons you're seeing this error:
- 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
tools
node (i.e. a list of ToolMessages) and you invoked it with a 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 (
"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:
- 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:
- get the list of most recent messages from the graph state with
graph.get_state(config)
- 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
- call
graph.update_state(config, {'messages': ...})
with the modified list of messages - resume the graph, e.g. call
graph.invoke(None, config)
- get the list of most recent messages from the graph state with
- provide ToolMessages that match existing tool calls and call