mirror of
https://github.com/hwchase17/langchain
synced 2024-11-06 03:20:49 +00:00
3bfe7cf467
should be no functional changes also keep __init__ exposing a lot for backwards compat --------- Co-authored-by: Dev 2049 <dev.dev2049@gmail.com> Co-authored-by: Bagatur <baskaryan@gmail.com>
116 lines
3.3 KiB
Python
116 lines
3.3 KiB
Python
import os
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import time
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from typing import Optional
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from cassandra.cluster import Cluster
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from langchain.memory import ConversationBufferMemory
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from langchain.memory.chat_message_histories.cassandra import (
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CassandraChatMessageHistory,
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)
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from langchain.schema.messages import AIMessage, HumanMessage
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def _chat_message_history(
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session_id: str = "test-session",
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drop: bool = True,
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ttl_seconds: Optional[int] = None,
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) -> CassandraChatMessageHistory:
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keyspace = "cmh_test_keyspace"
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table_name = "cmh_test_table"
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# get db connection
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if "CASSANDRA_CONTACT_POINTS" in os.environ:
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contact_points = os.environ["CONTACT_POINTS"].split(",")
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cluster = Cluster(contact_points)
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else:
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cluster = Cluster()
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#
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session = cluster.connect()
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# ensure keyspace exists
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session.execute(
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(
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f"CREATE KEYSPACE IF NOT EXISTS {keyspace} "
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f"WITH replication = {{'class': 'SimpleStrategy', 'replication_factor': 1}}"
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)
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)
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# drop table if required
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if drop:
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session.execute(f"DROP TABLE IF EXISTS {keyspace}.{table_name}")
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#
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return CassandraChatMessageHistory(
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session_id=session_id,
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session=session,
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keyspace=keyspace,
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table_name=table_name,
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**({} if ttl_seconds is None else {"ttl_seconds": ttl_seconds}),
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)
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def test_memory_with_message_store() -> None:
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"""Test the memory with a message store."""
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# setup cassandra as a message store
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message_history = _chat_message_history()
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memory = ConversationBufferMemory(
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memory_key="baz",
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chat_memory=message_history,
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return_messages=True,
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)
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assert memory.chat_memory.messages == []
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# add some messages
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memory.chat_memory.add_ai_message("This is me, the AI")
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memory.chat_memory.add_user_message("This is me, the human")
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messages = memory.chat_memory.messages
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expected = [
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AIMessage(content="This is me, the AI"),
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HumanMessage(content="This is me, the human"),
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]
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assert messages == expected
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# clear the store
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memory.chat_memory.clear()
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assert memory.chat_memory.messages == []
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def test_memory_separate_session_ids() -> None:
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"""Test that separate session IDs do not share entries."""
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message_history1 = _chat_message_history(session_id="test-session1")
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memory1 = ConversationBufferMemory(
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memory_key="mk1",
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chat_memory=message_history1,
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return_messages=True,
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)
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message_history2 = _chat_message_history(session_id="test-session2")
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memory2 = ConversationBufferMemory(
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memory_key="mk2",
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chat_memory=message_history2,
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return_messages=True,
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)
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memory1.chat_memory.add_ai_message("Just saying.")
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assert memory2.chat_memory.messages == []
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memory1.chat_memory.clear()
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memory2.chat_memory.clear()
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def test_memory_ttl() -> None:
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"""Test time-to-live feature of the memory."""
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message_history = _chat_message_history(ttl_seconds=5)
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memory = ConversationBufferMemory(
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memory_key="baz",
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chat_memory=message_history,
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return_messages=True,
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)
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#
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assert memory.chat_memory.messages == []
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memory.chat_memory.add_ai_message("Nothing special here.")
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time.sleep(2)
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assert memory.chat_memory.messages != []
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time.sleep(5)
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assert memory.chat_memory.messages == []
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