Add experimental components for message history, record extraction, and record merging

This commit is contained in:
Gabriel Luiz Freitas Almeida 2024-03-06 19:39:26 -03:00
commit f8dfb69f08
5 changed files with 0 additions and 51 deletions

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from langflow import CustomComponent
from langflow.memory import delete_messages, get_messages
class ClearMessageHistoryComponent(CustomComponent):
display_name = "Clear Message History"
description = "A component to clear the message history."
def build_config(self):
return {
"session_id": {
"display_name": "Session ID",
"info": "The session ID to clear the message history.",
}
}
def build(
self,
session_id: str,
) -> None:
delete_messages(session_id=session_id)
records = get_messages(session_id=session_id)
self.records = records
return records

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from langflow import CustomComponent
from langflow.schema import Record
class ExtractKeyFromRecordComponent(CustomComponent):
display_name = "Extract Key From Record"
description = "Extracts a key from a record."
field_config = {
"record": {"display_name": "Record"},
}
def build(self, record: Record, key: str, silent_error: bool = True) -> dict:
data = getattr(record, key)
self.status = data
return data

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from langflow import CustomComponent
from langflow.schema import Record
class MergeRecordsComponent(CustomComponent):
display_name = "Merge Records"
description = "Merges records."
field_config = {
"records": {"display_name": "Records"},
}
def build(self, records: list[Record]) -> Record:
if not records:
return records
if len(records) == 1:
return records[0]
merged_record = None
for record in records:
if merged_record is None:
merged_record = record
else:
merged_record += record
self.status = merged_record
return merged_record

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from typing import List, Optional
from langflow import CustomComponent
from langflow.memory import get_messages
from langflow.schema import Record
class MessageHistoryComponent(CustomComponent):
display_name = "Message History"
description = "Used to retrieve stored messages."
def build_config(self):
return {
"sender": {
"options": ["Machine", "User", "Machine and User"],
"display_name": "Sender Type",
},
"sender_name": {"display_name": "Sender Name"},
"n_messages": {
"display_name": "Number of Messages",
"info": "Number of messages to retrieve.",
},
"session_id": {
"display_name": "Session ID",
"info": "Session ID of the chat history.",
"input_types": ["Text"],
},
}
def build(
self,
sender: Optional[str] = None,
sender_name: Optional[str] = None,
session_id: Optional[str] = None,
n_messages: int = 5,
) -> List[Record]:
if sender == "Machine and User":
sender = None
messages = get_messages(
sender=sender,
sender_name=sender_name,
session_id=session_id,
limit=n_messages,
)
self.status = messages
return messages

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from typing import Any, List
from langflow import CustomComponent
from langflow.schema import Record
from langflow.template.field.base import TemplateField
class RecordComponent2(CustomComponent):
display_name = "Record Text"
description = "A component to create a record from key-value pairs."
field_order = ["keys"]
def update_build_config(self, build_config: dict, field_name: str, field_value: Any):
if field_value is None:
field_value = []
if field_name is None:
return build_config
elif len(field_value) == 0:
keep = ["keys", "code"]
for key in build_config.copy():
if key in keep:
continue
del build_config[key]
build_config[field_name]["value"] = field_value
# Add new fields depending on the field value
for val in field_value:
if not isinstance(val, str) or val == "":
continue
field = TemplateField(
name=val,
field_type="str",
display_name="",
info="The key for the record.",
)
build_config[field.name] = field.to_dict()
def build_config(self):
return {
"keys": {
"display_name": "Keys",
"refresh": True,
"info": "The number of keys to create in the record.",
"input_types": [],
},
}
def build(self, keys: List[str], **kwargs) -> Record:
record = Record(data=kwargs)
self.status = record
return record