feat: Add MemoryComponent for retrieving stored chat messages

This commit is contained in:
Rodrigo 2024-06-13 00:41:35 -03:00
commit 77dc6b3d4f
3 changed files with 110 additions and 83 deletions

View file

@ -0,0 +1,85 @@
from typing import List
from langflow.custom import Component
from langflow.inputs import DropdownInput, StrInput, IntInput
from langflow.template import Output
from langflow.memory import get_messages
from langflow.schema import Data
from langflow.field_typing import Text
class MemoryComponent(Component):
display_name = "Memory"
description = "Retrieves stored chat messages."
icon = "history"
inputs = [
DropdownInput(
name="sender",
display_name="Sender Type",
options=["Machine", "User", "Machine and User"],
value="Machine and User",
info="Type of sender.",
advanced=True,
),
StrInput(
name="sender_name",
display_name="Sender Name",
info="Name of the sender.",
advanced=True,
),
IntInput(
name="n_messages",
display_name="Number of Messages",
value=100,
info="Number of messages to retrieve.",
advanced=True,
),
StrInput(
name="session_id",
display_name="Session ID",
info="Session ID of the chat history.",
advanced=True,
),
DropdownInput(
name="order",
display_name="Order",
options=["Ascending", "Descending"],
value="Descending",
info="Order of the messages.",
advanced=True,
),
]
outputs = [
Output(display_name="Messages", name="messages", method="retrieve_messages"),
Output(display_name="Text", name="messages_text", method="retrieve_messages_as_text"),
]
def retrieve_messages(self) -> List[Data]:
sender = self.sender
sender_name = self.sender_name
session_id = self.session_id
n_messages = self.n_messages
order = "DESC" if self.order == "Descending" else "ASC"
if sender == "Machine and User":
sender = None
messages = get_messages(
sender=sender,
sender_name=sender_name,
session_id=session_id,
limit=n_messages,
order=order,
)
self.status = messages
return messages
def retrieve_messages_as_text(self) -> Text:
messages = self.retrieve_messages()
messages_text = "\n".join(
[f"{message.data.get('sender_name')}: {message.data.get('text')}" for message in messages]
)
self.status = messages_text
return Text(messages_text)

View file

@ -1,58 +0,0 @@
from typing import List, Optional
from langflow.custom import CustomComponent
from langflow.memory import get_messages
from langflow.schema import Data
class MessageHistoryComponent(CustomComponent):
display_name = "Memory"
description = "Retrieves stored chat messages."
def build_config(self):
return {
"sender": {
"options": ["Machine", "User", "Machine and User"],
"display_name": "Sender Type",
"advanced": True,
},
"sender_name": {"display_name": "Sender Name", "advanced": True},
"n_messages": {
"display_name": "Number of Messages",
"info": "Number of messages to retrieve.",
"advanced": True,
},
"session_id": {
"display_name": "Session ID",
"info": "Session ID of the chat history.",
"input_types": ["Text"],
"advanced": True,
},
"order": {
"options": ["Ascending", "Descending"],
"display_name": "Order",
"info": "Order of the messages.",
"advanced": True,
},
}
def build(
self,
sender: Optional[str] = "Machine and User",
sender_name: Optional[str] = None,
session_id: Optional[str] = None,
n_messages: int = 100,
order: Optional[str] = "Descending",
) -> List[Data]:
order = "DESC" if order == "Descending" else "ASC"
if sender == "Machine and User":
sender = None
messages = get_messages(
sender=sender,
sender_name=sender_name,
session_id=session_id,
limit=n_messages,
order=order,
)
self.status = messages
return messages