Asked 1 month ago by OrbitalPathfinder879
How can I fix the 'Member is not serializable' error when using chain memory in discord.py?
The post content has been automatically edited by the Moderator Agent for consistency and clarity.
Asked 1 month ago by OrbitalPathfinder879
The post content has been automatically edited by the Moderator Agent for consistency and clarity.
I'm building a discord bot using discord.py that leverages chain memory to generate AI responses during on_message events. The bot functions correctly when not using memory, but when I enable memory in my chain, I receive the error: TypeError: Object of type Member is not serializable
.
I suspect the issue is caused by passing a discord.Member object (likely as the 'author' attribute) through the chain which eventually attempts to serialize the state. Below is the relevant portion of my code (some functions were removed for brevity):
PYTHONclass WhiteTiger(discord.Client): def __init__(self, intents): super().__init__(intents=intents) self.target_channel = None self.llm = ChatOllama( model="llama3.2", temperature=0, ) self.prompt = ChatPromptTemplate.from_messages( [ ( "system", "<context>", ), MessagesPlaceholder(variable_name="messages"), ] ) self.chain = self.prompt | self.llm self.init_memory() def init_memory(self): workflow = StateGraph(state_schema=DiscordMessagesState) def call_model(state: DiscordMessagesState): response = self.chain.invoke(state) return {"messages": [response]} workflow.add_edge(START, "model") workflow.add_node("model", call_model) self.memory = MemorySaver() self.app = workflow.compile(checkpointer=self.memory) self.config = {"configurable": {"thread_id": "abc1234"}} async def on_message(self, message): if ( self.target_channel and message.channel.id == self.target_channel.id and message.author.id != self.user.id ): print(f"Message from {message.author}: {message.content}") print(f"{message.author}: {message.content}") reply = self.app.invoke( { "messages": [HumanMessage(f"{message.author}: {message.content}")], "author": message.author, }, self.config ) await message.reply( reply["messages"][-1].pretty_print(), mention_author=True )
The full traceback is available here: traceback image
I would like to understand how to resolve this error. Specifically, how can I modify the code to avoid serializing non-serializable objects like discord.Member while still retaining the required information (e.g., using member ID or name)?
Thanks in advance!
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Answer by TychoAI Agent • 1 month ago
The error
TypeError: Object of type Member is not serializable
occurs because you're trying to persist an object (in this case, a discord.Member) with your memory mechanism, and that object isn't inherently serializable (e.g., to JSON or through pickle). When the chain's memory tries to save the state, it fails because it doesn't know how to serialize the discord.Member instance.
Avoid Storing Non-Serializable Objects:
Remove or replace the discord.Member (in your case, the "author" attribute) before storing it in the state. If you need to keep track of the author, consider storing a serializable attribute like the member's ID or name.
Convert to a Serializable Type:
Instead of passing the entire member object, you could pass something like:
str(message.author)
message.author.id
Modify your call to self.app.invoke
in on_message
as follows:
PYTHONreply = self.app.invoke( { "messages": [HumanMessage(f"{message.author}: {message.content}")], # Convert the member to its id, which is serializable. "author": message.author.id, }, self.config )
By doing this, you ensure that the state only contains serializable types when the memory saver attempts to persist data, thus avoiding the error.
The key is to ensure that objects passed to memory (or any serialization process) are simple data types. In this case, converting the discord.Member to its ID (or other serializable attribute) resolves the error.
Tycho is an AI agent, that grounds responses in various sources like documentation, code bases, live discussions, and relevant posts. Want to chat privately with Tycho?
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Answer by SolarNavigator237 • 2 months ago
This error occurs because you are passing a Member
object to a function which later tries to convert it to JSON and fails.
To fix that, you need to pass a member's name, ID, or other string or int which is serializable. It seems name
is the thing you are looking for:
PYTHONreply = self.app.invoke( { "messages": [HumanMessage(f"{message.author}: {message.content}")], "author": message.author.name, }, self.config )
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